diff --git a/.github/workflows/_npu-pr-test-stage.yml b/.github/workflows/_npu-pr-test-stage.yml
index db1171fa9..79bb16954 100644
--- a/.github/workflows/_npu-pr-test-stage.yml
+++ b/.github/workflows/_npu-pr-test-stage.yml
@@ -40,6 +40,10 @@ on:
         description: 'Git ref (branch, tag, or SHA) to test. If not provided, uses the default branch.'
         type: string
         default: 'false'
+      is_nightly_pipeline_job:
+        description: 'Run the test suite with --nightly (collects nightly-registered tests) and --continue-on-error'
+        type: boolean
+        default: false
       github-token:
         description: 'GitHub token for API calls'
         type: string
@@ -177,6 +181,8 @@ jobs:
             }
 
       - name: Install dependencies
+        # Only PR jobs install dependencies
+        if: ${{ inputs.is_nightly_pipeline_job != true }}
         env:
           TORCH_CACHE_URL: "http://cache-service.nginx-pypi-cache.svc.cluster.local/whl/cpu"
           PYPI_CACHE_URL: "http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple"
@@ -204,10 +210,43 @@ jobs:
         timeout-minutes: ${{ fromJson(inputs.run_timeout_minutes) }}
         env:
           CONTINUE_ON_ERROR_FLAG: ${{ inputs.continue_on_error == 'true' && '--continue-on-error' || '' }}
+        shell: bash
         run: |
+          # Fail fast on any command error, undefined variable, or pipe failure.
+          set -euo pipefail
+
+          # Install missing python deps (skip if already importable).
+          PYTHON_FOR_SGLANG="python"
+          PIP_INDEXES=("https://pypi.org/simple/" "https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple" "http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple")
+          PIP_TRUSTED_HOST=cache-service.nginx-pypi-cache.svc.cluster.local
+          install_pkg() {
+            local pkg="$1"
+            ok=0
+            for index in "${PIP_INDEXES[@]}"; do
+              echo "${pkg}: try via ${index}"
+              if ${PYTHON_FOR_SGLANG} -m pip install "${pkg}" --retries 3 --timeout 60 \
+                  -i "${index}" --trusted-host "${PIP_TRUSTED_HOST}"; then
+                ok=1; break
+              fi
+            done
+            [ "${ok}" = "1" ] || { echo "ERROR: failed to install ${pkg}"; exit 1; }
+          }
+          REQUIRED_PIP_PKGS=(tabulate)
+          for pkg in "${REQUIRED_PIP_PKGS[@]}"; do
+            ${PYTHON_FOR_SGLANG} -c "import ${pkg}" 2>/dev/null && { echo "${pkg}: available, skip"; continue; }
+            install_pkg "${pkg}"
+          done
+
           cd test
+          # Append `--nightly` and `--continue-on-error` when the job belongs to the nightly pipeline.
+          # --nightly: Collect test cases registered for nightly runs.
+          # --continue-on-error: Keep running remaining cases even if one fails.
+          NIGHTLY_FLAG=""
+          if [ "${{ inputs.is_nightly_pipeline_job }}" = "true" ]; then
+            NIGHTLY_FLAG="--nightly --continue-on-error"
+          fi
           python3 run_suite.py --hw npu --suite ${{ inputs.self_name }} \
             --auto-partition-id ${{ matrix.partition }} \
             --auto-partition-size ${{ fromJson(inputs.partitions).size }} \
             ${{ inputs.timeout_per_file && format('--timeout-per-file {0}', inputs.timeout_per_file) || '' }} \
-            $CONTINUE_ON_ERROR_FLAG
+            $NIGHTLY_FLAG $CONTINUE_ON_ERROR_FLAG
diff --git a/.github/workflows/_npu-single-node-test-stage.yml b/.github/workflows/_npu-single-node-test-stage.yml
index be5bda0e4..1674e444d 100644
--- a/.github/workflows/_npu-single-node-test-stage.yml
+++ b/.github/workflows/_npu-single-node-test-stage.yml
@@ -37,10 +37,23 @@ on:
         type: string
         default: ""
         description: "The transformers version number for running sglang. Use default version in image if keep empty."
+      run_start_metadata:
+        required: false
+        type: string
+        default: '{}'
+        description: 'JSON run metadata {branch_label, workflow_name, create_time}, recorded once at workflow start'
       skip_pr_test_health_check:
         description: 'Git ref (branch, tag, or SHA) to test. If not provided, uses the default branch.'
         type: string
         default: 'false'
+      is_nightly_pipeline_job:
+        description: 'Run the test suite with --nightly (collects nightly-registered tests) and --continue-on-error'
+        type: boolean
+        default: false
+      partitions:
+        description: 'Partition config to parallelize a suite across jobs, e.g. {"size":3,"arr":[0,1,2]}. Each element of arr is a partition id; the template expands one matrix job per element. size is passed to run_suite.py --auto-partition-size.'
+        type: string
+        default: '{"size":1,"arr":[0]}'
       github-token:
         description: 'GitHub token for API calls'
         type: string
@@ -56,6 +69,10 @@ concurrency:
 jobs:
   e2e:
     name: ${{ inputs.test_suite }}
+    strategy:
+      fail-fast: false
+      matrix:
+        partition: ${{ fromJson(inputs.partitions).arr }}
     runs-on: ${{ inputs.runner }}
     container:
       image: ${{ inputs.image }}
@@ -195,9 +212,11 @@ jobs:
           SGLANG_IS_IN_CI: true
           TRANSFORMERS_VERBOSITY: "error"
           GDN_ATTN_BACKEND_TRITON: 1
-          SGLANG_TEST_METRICS_OUTPUT: /root/.cache/tests/output/metrics/metrics
         shell: bash
         run: |
+          # Fail fast on any command error, undefined variable, or pipe failure.
+          set -euo pipefail
+
           sglang_source_path=$(pwd)
           echo "Source code path: ${sglang_source_path}"
           ln -sf ${sglang_source_path} /root/sglang
@@ -207,27 +226,90 @@ jobs:
           echo "Test mode: suite (${test_suite})"
           tc_name="${test_suite}"
 
+          # The ID is used to locate the current job instance,
+          # size determines whether parallel execution is enabled.
+          PARTITION_ID=${{ matrix.partition }}
+          PARTITION_SIZE=${{ fromJson(inputs.partitions).size }}
+          # Append directory suffixes when there are parallel partition jobs
+          # within the test suite to prevent collision of result artifact directories.
+          if [ "${PARTITION_SIZE}" -gt 1 ]; then
+            tc_name="${test_suite}-p${PARTITION_ID}"
+          fi
+
+          # Provided automatically by the GitHub server.
+          # run_id is the unique identifier for the workflow run,
+          # attempt represents the re‑run attempt count of the job.
+          run_id=${{ github.run_id }}
+          run_attempt=${{ github.run_attempt }}
+
+          # Parse run metadata (branch_label / workflow_name / create_time)
+          # from run_start_metadata JSON input using GitHub fromJson expression, same as partitions input.
+          branch_label=$(echo "${{ fromJson(inputs.run_start_metadata).branch_label }}" | tr '/:' '--')
+          workflow_name=$(echo "${{ fromJson(inputs.run_start_metadata).workflow_name }}" | tr ' ' '_' | tr -d '()')
+          create_time="${{ fromJson(inputs.run_start_metadata).create_time }}"
+          if [ -z "${create_time}" ]; then create_time=$(date -u -d '+8 hours' +%Y%m%d-%H%M); fi
+
+          # Print persistence‑directory‑prefix variables
+          echo "Persistence prefix: run_id=${run_id} run_attempt=${run_attempt} branch_label=${branch_label} workflow_name=${workflow_name} create_time=${create_time}"
+
+          if [ "${{ inputs.is_nightly_pipeline_job }}" = "true" ]; then
+            test_data_output_path=/root/.cache/tests/output/${branch_label}-${create_time}-${run_id}-${run_attempt}/${workflow_name}/${{ inputs.test_type }}/${tc_name}
+            mkdir -p ${test_data_output_path}
+
+            # Set and print the output path for test‑case results and metrics persistence.
+            export METRICS_DATA_FILE=${test_data_output_path}
+            export SGLANG_TEST_METRICS_OUTPUT=${test_data_output_path}/metrics
+            echo "METRICS_DATA_FILE=${METRICS_DATA_FILE}"
+            echo "SGLANG_TEST_METRICS_OUTPUT=${SGLANG_TEST_METRICS_OUTPUT}"
+          fi
+
           export TRANSFORMERS_VERSION_FOR_SGLANG="${{ inputs.transformers_version }}"
           PYTHON_FOR_SGLANG="python"
           PIP_FOR_SGLANG="pip"
+          # Shared pip index list (public PyPI, tsinghua mirror, then the in-cluster cache).
+          PIP_INDEXES=("https://pypi.org/simple/" "https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple" "http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple")
+          PIP_TRUSTED_HOST=cache-service.nginx-pypi-cache.svc.cluster.local
+
+          # Shared pip installer: try each index until one succeeds, fail the job if all fail.
+          install_pkg() {
+            local pkg="$1"
+            ok=0
+            for index in "${PIP_INDEXES[@]}"; do
+              echo "${pkg}: try via ${index}"
+              if ${PYTHON_FOR_SGLANG} -m pip install "${pkg}" --retries 3 --timeout 60 \
+                  -i "${index}" --trusted-host "${PIP_TRUSTED_HOST}"; then
+                ok=1; break
+              fi
+            done
+            [ "${ok}" = "1" ] || { echo "ERROR: failed to install ${pkg}"; exit 1; }
+          }
+
+          # Transformers (pinned version): prefer the offline wheel cache, fall back to online install.
           if [ -n "${TRANSFORMERS_VERSION_FOR_SGLANG}" ];then
             echo "===== Install transformers for sglang - Begin ====="
             TRANSFORMERS_PKG_PATH_SOURCE=/root/.cache/.cache/transformers/${TRANSFORMERS_VERSION_FOR_SGLANG}
             if [ ! -d "${TRANSFORMERS_PKG_PATH_SOURCE}" ]; then
               echo "The dependent transformers package does not exist: ${TRANSFORMERS_PKG_PATH_SOURCE}."
               echo "Install transformers ${TRANSFORMERS_VERSION_FOR_SGLANG} online."
-              pip install transformers=="${TRANSFORMERS_VERSION_FOR_SGLANG}" -i https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
+              install_pkg "transformers==${TRANSFORMERS_VERSION_FOR_SGLANG}"
             else
               echo "Install transformers ${TRANSFORMERS_VERSION_FOR_SGLANG} locally."
               TRANSFORMERS_PKG_PATH_TARGET=/tmp/transformers/${TRANSFORMERS_VERSION_FOR_SGLANG}
               mkdir -p "${TRANSFORMERS_PKG_PATH_TARGET}"
-              cp "${TRANSFORMERS_PKG_PATH_SOURCE}/*" "${TRANSFORMERS_PKG_PATH_TARGET}/"
-              pip install --no-index --find-links="${TRANSFORMERS_PKG_PATH_TARGET}" transformers=="${TRANSFORMERS_VERSION_FOR_SGLANG}"
+              cp "${TRANSFORMERS_PKG_PATH_SOURCE}/"* "${TRANSFORMERS_PKG_PATH_TARGET}/"
+              ${PYTHON_FOR_SGLANG} -m pip install --no-index --find-links="${TRANSFORMERS_PKG_PATH_TARGET}" transformers=="${TRANSFORMERS_VERSION_FOR_SGLANG}"
             fi
             echo "===== Install transformers for sglang in virtual env - End ====="
           fi
           echo "Transformers version for sglang: $(${PIP_FOR_SGLANG} show transformers | grep Version | cut -d: -f2)"
 
+          # Install missing python deps (skip if already importable)
+          REQUIRED_PIP_PKGS=(tabulate)
+          for pkg in "${REQUIRED_PIP_PKGS[@]}"; do
+            ${PYTHON_FOR_SGLANG} -c "import ${pkg}" 2>/dev/null && { echo "${pkg}: available, skip"; continue; }
+            install_pkg "${pkg}"
+          done
+
           echo "scaling_governor performance num: \
             $(cat /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor | grep performance | wc -l)"
           echo "swappiness: $(cat /proc/sys/vm/swappiness)"
@@ -246,21 +328,64 @@ jobs:
           mv ${ascend_test_util_path} ${ascend_test_util_path}_bak
           cp -r ${sglang_source_path}/python/sglang/test/ascend ${ascend_test_util_path}
 
+          # External env scripts may reference unset shell vars (e.g. ZSH_VERSION),
+          # which abort the whole script under `set -u`. Temporarily disable -u.
+          set +u
           source /usr/local/Ascend/cann/set_env.sh || true
           source /usr/local/Ascend/nnal/atb/set_env.sh || true
           source /usr/local/Ascend/ascend-toolkit/latest/opp/vendors/customize/bin/set_env.bash || true
           source /usr/local/Ascend/ascend-toolkit/latest/opp/vendors/custom_transformer/bin/set_env.bash || true
+          set -u
 
-          # Set environment of cann
-          log_path="/root/.cache/tests/logs/log/${current_date}/${tc_name}/${HOSTNAME}"
-          rm -rf ${log_path}
-          mkdir -p ${log_path}
+          # Nightly log path mirrors the output layout; PR keeps the original {date}/{testcase}.
+          if [ "${{ inputs.is_nightly_pipeline_job }}" = "true" ]; then
+            log_path="/root/.cache/tests/logs/log/${branch_label}-${create_time}-${run_id}-${run_attempt}/${workflow_name}/${{ inputs.test_type }}/${tc_name}/${HOSTNAME}"
+          else
+            current_date=$(date -u -d '+8 hours' +%Y%m%d)
+            log_path="/root/.cache/tests/logs/log/${current_date}/${tc_name}/${HOSTNAME}"
+          fi
+          rm -rf "${log_path}"
+          mkdir -p "${log_path}"
           echo "Log path: ${log_path}"
 
           echo "Running test: ${tc_name}"
           test_exit_code=0
           cd test
-          ${PYTHON_FOR_SGLANG} -u run_suite.py --hw npu --suite ${test_suite} --timeout-per-file 7200 2>&1 | tee /tmp/test_output.log || test_exit_code=$?
+
+          # Append `--nightly` and `--continue-on-error` arguments when the job belongs to the nightly pipeline.
+          # --nightly: Collect test cases registered for nightly runs.
+          # --continue-on-error: Keep running remaining cases even if one fails.
+          NIGHTLY_FLAG=""
+          if [ "${{ inputs.is_nightly_pipeline_job }}" = "true" ]; then
+            NIGHTLY_FLAG="--nightly --continue-on-error"
+          fi
+
+          # Append configuration arguments when the test suite is split into multiple parallel jobs.
+          PARTITION_ARGS=""
+          if [ "${PARTITION_SIZE}" -gt 1 ] 2>/dev/null; then
+            PARTITION_ARGS="--auto-partition-id ${PARTITION_ID} --auto-partition-size ${PARTITION_SIZE}"
+          fi
+
+          # Append `--timeout-from-est‑time` when the job belongs to the nightly pipeline.
+          # per‑case timeout is derived from each case's est_time.
+          TIMEOUT_FLAG=""
+          if [ "${{ inputs.is_nightly_pipeline_job }}" = "true" ]; then
+            TIMEOUT_FLAG="--timeout-from-est-time"
+          fi
+
+          # Nightly additionally persists the full suite log to ${log_path}/${tc_name}.log
+          # under the structured path; PR runs only tee to /tmp/test_output.log.
+          # Use an array so the extra target is omitted when empty: passing an empty
+          # string arg makes GNU tee fail (exit code 1) and flips the pipeline exit code.
+          LOG_TEE_TARGETS=("/tmp/test_output.log")
+          if [ "${{ inputs.is_nightly_pipeline_job }}" = "true" ]; then
+            LOG_TEE_TARGETS+=("${log_path}/${tc_name}.log")
+          fi
+
+          # Run NPU test suite with run_suite.py.
+          # Capture mode (--enable-retry --max-attempts 1) keeps test subprocesses off the
+          # tee pipe, so leftover server processes cannot block the pipeline on exit.
+          ${PYTHON_FOR_SGLANG} -u run_suite.py --hw npu --suite ${test_suite} ${NIGHTLY_FLAG} ${PARTITION_ARGS} ${TIMEOUT_FLAG} --enable-retry --max-attempts 1 --timeout-per-file 7200 2>&1 | tee "${LOG_TEE_TARGETS[@]}" || test_exit_code=$?
 
           echo "Finished test: ${tc_name}"
 
@@ -272,10 +397,8 @@ jobs:
             status_icon="❌"
           fi
 
-          echo "test_status=${test_status}" >> $GITHUB_ENV
-          echo "tc_name=${tc_name}" >> $GITHUB_ENV
+          echo "tc_name=${tc_name}"
           export test_status tc_name
-
           echo "## ${tc_name}  ${status_icon} ${test_status}" >> $GITHUB_STEP_SUMMARY
           echo "" >> $GITHUB_STEP_SUMMARY
           metric_count=$(grep -c '\[METRIC\]' /tmp/test_output.log 2>/dev/null || echo 0)
diff --git a/.github/workflows/nightly-test-npu-e2e-multi-node.yml b/.github/workflows/nightly-test-npu-e2e-multi-node.yml
index 89b02ed6b..d591b1c27 100644
--- a/.github/workflows/nightly-test-npu-e2e-multi-node.yml
+++ b/.github/workflows/nightly-test-npu-e2e-multi-node.yml
@@ -59,6 +59,11 @@ on:
         type: string
         default: ""
         description: "The transformers version number for running sglang. Use default version in image if keep empty."
+      run_start_metadata:
+        required: false
+        type: string
+        default: '{}'
+        description: 'JSON run metadata {branch_label, workflow_name, create_time}, recorded once at workflow start'
 
 concurrency:
   group: ascend-nightly-multi-node-${{ github.workflow_ref }}-${{ github.ref }}-${{ inputs.test_config_name }}
@@ -135,14 +140,28 @@ jobs:
           fi
 
           # prepare for output data
-          current_date=$(date +%Y%m%d)
-          test_data_output_path=/root/.cache/tests/output/${{ inputs.test_type }}/${current_date}
-          mkdir -p ${test_data_output_path}
           tc_name=${test_case##*/}
           tc_name=${tc_name%.*}
-          metrics_data_path=${test_data_output_path}/${tc_name}
-          mkdir -p ${metrics_data_path}
-          echo "Metrics file path: ${metrics_data_path}"
+
+          # Provided automatically by the GitHub server.
+          # run_id is the unique identifier for the workflow run,
+          # attempt represents the re‑run attempt count of the job.
+          run_id=${{ github.run_id }}
+          run_attempt=${{ github.run_attempt }}
+
+          # Parse run metadata (branch_label / workflow_name / create_time)
+          # from run_start_metadata JSON input using GitHub fromJson expression, same as partitions input.
+          branch_label=$(echo "${{ fromJson(inputs.run_start_metadata).branch_label }}" | tr '/:' '--')
+          workflow_name=$(echo "${{ fromJson(inputs.run_start_metadata).workflow_name }}" | tr ' ' '_' | tr -d '()')
+          create_time="${{ fromJson(inputs.run_start_metadata).create_time }}"
+          if [ -z "${create_time}" ]; then create_time=$(date -u -d '+8 hours' +%Y%m%d-%H%M); fi
+
+          # Print persistence‑directory‑prefix variables
+          echo "Persistence prefix: run_id=${run_id} run_attempt=${run_attempt} branch_label=${branch_label} workflow_name=${workflow_name} create_time=${create_time}"
+
+          sglang_test_results_output_path=/root/.cache/tests/output/${branch_label}-${create_time}-${run_id}-${run_attempt}/${workflow_name}/${{ inputs.test_type }}/${tc_name}
+          mkdir -p ${sglang_test_results_output_path}
+          echo "Metrics file path: ${sglang_test_results_output_path}"
 
           prefill_decode_deployment="${{ inputs.prefill_decode_deployment }}"
           kube_job_type=""
@@ -161,7 +180,7 @@ jobs:
             --env ci \
             --image ${{ inputs.image }} \
             --sglang-source-relative-path ${sglang_source_relative_path} \
-            --metrics-data-file ${metrics_data_path} \
+            --metrics-data-file ${sglang_test_results_output_path} \
             --test-case ${test_case} \
             --kube-name-space ${NAMESPACE} \
             --kube-job-type ${kube_job_type} \
@@ -189,7 +208,7 @@ jobs:
             echo "Install sglang from source."
             CMD="${CMD} --install-sglang-from-source"
             commit_id=${{ github.sha }}
-            echo "commit id: ${commit_id}" > ${test_data_output_path}/commit_id
+            echo "commit id: ${commit_id}" > "$(dirname "${sglang_test_results_output_path}")/commit_id"
           else
             echo "Use sglang from image: ${{ inputs.image }}"
           fi
diff --git a/.github/workflows/nightly-test-npu-e2e-single-node.yml b/.github/workflows/nightly-test-npu-e2e-single-node.yml
deleted file mode 100644
index 940127cdc..000000000
--- a/.github/workflows/nightly-test-npu-e2e-single-node.yml
+++ /dev/null
@@ -1,257 +0,0 @@
-name: 'Nightly Test (NPU) Single Node Template'
-
-on:
-  workflow_call:
-    inputs:
-      runner:
-        required: true
-        type: string
-        default: linux-aarch64-a3-16
-      test_type:
-        required: false
-        type: string
-        default: perf
-        description: perf or accuracy
-      test_config_name:
-        required: true
-        type: string
-        description: test config name
-      test_case:
-        required: true
-        type: string
-        description: path of test case file
-      image:
-        required: false
-        type: string
-        description: image for pods
-        default: "swr.cn-southwest-2.myhuaweicloud.com/base_image/dockerhub/lmsysorg/sglang:main-cann9.0.0-a3"
-      install_sglang_from_source:
-        required: false
-        type: boolean
-        default: false
-        description: use sglang from source code or from docker image
-      install_sglang_deps:
-        required: false
-        type: boolean
-        default: false
-        description: install sglang dependencies (e.g. PyTorch, CANN packages) when using source installation
-      device_type_for_deps:
-        required: false
-        type: string
-        default: 'a3'
-        description: device type for dependency installation (a3 or 910b)
-      transformers_version:
-        required: false
-        type: string
-        default: ""
-        description: "The transformers version number for running sglang. Use default version in image if keep empty."
-
-concurrency:
-  group: ascend-nightly-e2e-singlenode-${{ github.workflow_ref }}-${{ github.ref }}-${{ inputs.test_config_name }}
-  cancel-in-progress: true
-
-jobs:
-  e2e:
-    name: ${{ inputs.test_config_name }}
-    runs-on: ${{ inputs.runner }}
-    container:
-      image: ${{ inputs.image }}
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v4
-
-      - name: Check npu info
-        run: |
-          npu-smi info
-
-      - name: Install sglang dependencies
-        if: ${{ inputs.install_sglang_deps == true }}
-        shell: bash
-        env:
-          TORCH_CACHE_URL: "http://cache-service.nginx-pypi-cache.svc.cluster.local/whl/cpu"
-          PYPI_CACHE_URL: "http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple"
-          UV_INDEX_URL: "http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple"
-          GITHUB_PROXY_URL: "https://gh-proxy.test.osinfra.cn/"
-          RUSTUP_CACHE_URL: "http://cache-service.nginx-pypi-cache.svc.cluster.local:8082"
-        run: |
-          CACHING_URL="cache-service.nginx-pypi-cache.svc.cluster.local"
-          sed -Ei "s@(ports|archive).ubuntu.com@${CACHING_URL}:8081@g" /etc/apt/sources.list
-          pip config set global.index-url http://${CACHING_URL}/pypi/simple
-          pip config set global.trusted-host "${CACHING_URL}"
-          bash scripts/ci/npu/npu_ci_install_dependency.sh ${{ inputs.device_type_for_deps }}
-          cp ~/.cache/modelscope/hub/datasets/otavia/ShareGPT_Vicuna_unfiltered/ShareGPT_V3_unfiltered_cleaned_split.json /tmp
-
-      - name: Run test
-        timeout-minutes: 300
-        env:
-          SGLANG_USE_MODELSCOPE: true
-          HF_ENDPOINT: https://hf-mirror.com
-          SGLANG_IS_IN_CI: true
-          TRANSFORMERS_VERBOSITY: "error"
-          GDN_ATTN_BACKEND_TRITON: 1
-          SGLANG_TEST_METRICS_OUTPUT: /root/.cache/tests/output/metrics/metrics
-        shell: bash
-        run: |
-          sglang_source_path=$(pwd)
-          echo "Source code path: ${sglang_source_path}"
-          ln -sf ${sglang_source_path} /root/sglang
-
-          test_case=${{ inputs.test_case }}
-          if [ ! -f "${sglang_source_path}/${test_case}" ]; then
-            echo "The testcase does not exit: ${sglang_source_path}/${test_case}"
-            exit 1
-          fi
-
-          # prepare for output data
-          current_date=$(date +%Y%m%d)
-          test_data_output_path=/root/.cache/tests/output/${{ inputs.test_type }}/${current_date}
-          mkdir -p ${test_data_output_path}
-          tc_name=${test_case##*/}
-          tc_name=${tc_name%.*}
-          export METRICS_DATA_FILE=${test_data_output_path}/${tc_name}
-          mkdir -p ${METRICS_DATA_FILE}
-          echo "Metrics file path: ${METRICS_DATA_FILE}"
-
-          # copy required file from our daily cache
-          cp ~/.cache/modelscope/hub/datasets/otavia/ShareGPT_Vicuna_unfiltered/ShareGPT_V3_unfiltered_cleaned_split.json /tmp
-          curl -o /tmp/test.jsonl -L https://gh-proxy.test.osinfra.cn/https://raw.githubusercontent.com/openai/grade-school-math/master/grade_school_math/data/test.jsonl
-
-          export TRANSFORMERS_VERSION_FOR_SGLANG="${{ inputs.transformers_version }}"
-          PYTHON_FOR_SGLANG="python"
-          PIP_FOR_SGLANG="pip"
-          if [ -n "${TRANSFORMERS_VERSION_FOR_SGLANG}" ];then
-            echo "===== Install transformers for sglang - Begin ====="
-            TRANSFORMERS_PKG_PATH_SOURCE=/root/.cache/.cache/transformers/${TRANSFORMERS_VERSION_FOR_SGLANG}
-            if [ ! -d "${TRANSFORMERS_PKG_PATH_SOURCE}" ]; then
-              echo "The dependent transformers package does not exist: ${TRANSFORMERS_PKG_PATH_SOURCE}."
-              echo "Install transformers ${TRANSFORMERS_VERSION_FOR_SGLANG} online."
-              pip install transformers=="${TRANSFORMERS_VERSION_FOR_SGLANG}" -i https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
-            else
-              echo "Install transformers ${TRANSFORMERS_VERSION_FOR_SGLANG} locally."
-              TRANSFORMERS_PKG_PATH_TARGET=/tmp/transformers/${TRANSFORMERS_VERSION_FOR_SGLANG}
-              mkdir -p "${TRANSFORMERS_PKG_PATH_TARGET}"
-              cp "${TRANSFORMERS_PKG_PATH_SOURCE}/*" "${TRANSFORMERS_PKG_PATH_TARGET}/"
-              pip install --no-index --find-links="${TRANSFORMERS_PKG_PATH_TARGET}" transformers=="${TRANSFORMERS_VERSION_FOR_SGLANG}"
-            fi
-            echo "===== Install transformers for sglang in virtual env - End ====="
-          fi
-          echo "Transformers version for sglang: $(${PIP_FOR_SGLANG} show transformers | grep Version | cut -d: -f2)"
-
-          echo "scaling_governor performance num: \
-            $(cat /sys/devices/system/cpu/cpu*/cpufreq/scaling_governor | grep performance | wc -l)"
-          echo "swappiness: $(cat /proc/sys/vm/swappiness)"
-          echo "numa_balancing: $(cat /proc/sys/kernel/numa_balancing)"
-          echo "sched_migration_cost_ns: $(cat /proc/sys/kernel/sched_migration_cost_ns)"
-
-          export SGLANG_TEST_MAX_RETRY=0
-          export SGLANG_SET_CPU_AFFINITY=1
-          echo "SGLANG_SET_CPU_AFFINITY: $SGLANG_SET_CPU_AFFINITY"
-
-          install_sglang_from_source=${{ inputs.install_sglang_from_source }}
-          if [ "$install_sglang_from_source" = "true" ] || [ "$install_sglang_from_source" = "True" ];then
-            echo "Install sglang from source"
-            commit_id=${{ github.sha }}
-            echo "commit id: ${commit_id}" > ${test_data_output_path}/commit_id
-            export PYTHONPATH=${sglang_source_path}/python:$PYTHONPATH
-          else
-            echo "Use sglang from image: ${{ inputs.image }}"
-            sglang_pkg_path=/sgl-workspace/sglang/python
-            ascend_test_util_path=${sglang_pkg_path}/sglang/test/ascend
-            mkdir -p ${ascend_test_util_path}
-            mv ${ascend_test_util_path} ${ascend_test_util_path}_bak
-            cp -r ${sglang_source_path}/python/sglang/test/ascend ${ascend_test_util_path}
-          fi
-
-          source /usr/local/Ascend/cann/set_env.sh || true
-          source /usr/local/Ascend/nnal/atb/set_env.sh || true
-          source /usr/local/Ascend/ascend-toolkit/latest/opp/vendors/customize/bin/set_env.bash || true
-          source /usr/local/Ascend/ascend-toolkit/latest/opp/vendors/custom_transformer/bin/set_env.bash || true
-
-          # Set environment of cann
-          log_path="/root/.cache/tests/logs/log/${current_date}/${tc_name}/${HOSTNAME}"
-          rm -rf ${log_path}
-          mkdir -p ${log_path}
-          echo "Log path: ${log_path}"
-
-          echo "Running test case ${test_case}"
-          test_exit_code=0
-          ${PYTHON_FOR_SGLANG} -u ${test_case} 2>&1 | tee /tmp/test_output.log || test_exit_code=$?
-          echo "Finished test case ${test_case}"
-
-          if [ "${test_exit_code}" = "0" ]; then
-            test_status="pass"
-            status_icon="✅"
-          else
-            test_status="fail"
-            status_icon="❌"
-          fi
-
-          echo "test_status=${test_status}" >> $GITHUB_ENV
-          echo "tc_name=${tc_name}" >> $GITHUB_ENV
-          export test_status tc_name
-
-          echo "## ${tc_name}  ${status_icon} ${test_status}" >> $GITHUB_STEP_SUMMARY
-          echo "" >> $GITHUB_STEP_SUMMARY
-          metric_count=$(grep -c '\[METRIC\]' /tmp/test_output.log 2>/dev/null || echo 0)
-          if [ "${metric_count}" -gt 0 ]; then
-            echo "| Metric | Value | Pass |" >> $GITHUB_STEP_SUMMARY
-            echo "|--------|-------|------|" >> $GITHUB_STEP_SUMMARY
-            grep '\[METRIC\]' /tmp/test_output.log | while IFS= read -r line; do
-              metric_name=$(echo "$line" | sed -E 's/.*\[METRIC\] ([^=]+)=.*/\1/')
-              metric_value=$(echo "$line" | sed -E 's/.*\[METRIC\] [^=]+=([^ ]+).*/\1/')
-              echo "| ${metric_name} | ${metric_value} | ${status_icon} |" >> $GITHUB_STEP_SUMMARY
-            done
-          else
-            echo "No metrics collected (test may have failed before producing results)." >> $GITHUB_STEP_SUMMARY
-          fi
-          echo "" >> $GITHUB_STEP_SUMMARY
-
-          echo "import json, re, os" > /tmp/dump_metrics.py
-          echo "tc = os.environ.get('tc_name', 'unknown')" >> /tmp/dump_metrics.py
-          echo "st = os.environ.get('test_status', 'unknown')" >> /tmp/dump_metrics.py
-          echo "tp = '${{ inputs.test_type }}'" >> /tmp/dump_metrics.py
-          echo "metrics = {}" >> /tmp/dump_metrics.py
-          echo "with open('/tmp/test_output.log') as f:" >> /tmp/dump_metrics.py
-          echo "    for line in f:" >> /tmp/dump_metrics.py
-          echo "        m = re.match(r'\[METRIC\] (\S+)=(\S+)', line)" >> /tmp/dump_metrics.py
-          echo "        if m:" >> /tmp/dump_metrics.py
-          echo "            v = m.group(2)" >> /tmp/dump_metrics.py
-          echo "            try:" >> /tmp/dump_metrics.py
-          echo "                v = float(v)" >> /tmp/dump_metrics.py
-          echo "            except ValueError:" >> /tmp/dump_metrics.py
-          echo "                pass" >> /tmp/dump_metrics.py
-          echo "            metrics[m.group(1)] = v" >> /tmp/dump_metrics.py
-          echo "baselines = {}" >> /tmp/dump_metrics.py
-          echo "for k, v in list(metrics.items()):" >> /tmp/dump_metrics.py
-          echo "    if k.endswith('_baseline'):" >> /tmp/dump_metrics.py
-          echo "        baselines[k[:-9]] = v" >> /tmp/dump_metrics.py
-          echo "        del metrics[k]" >> /tmp/dump_metrics.py
-          echo "with open('/tmp/metrics.json', 'w') as f:" >> /tmp/dump_metrics.py
-          echo "    json.dump({'test_case': tc, 'test_type': tp, 'status': st, 'metrics': metrics, 'baselines': baselines}, f)" >> /tmp/dump_metrics.py
-          python3 /tmp/dump_metrics.py
-          exit ${test_exit_code}
-
-      - name: Upload metrics
-        if: always()
-        uses: actions/upload-artifact@v4
-        with:
-          name: metrics-${{ inputs.test_config_name }}
-          path: /tmp/metrics.json
-          retention-days: 7
-
-      - name: Backup plog
-        if: always()
-        shell: bash
-        run: |
-          plog_path="/root/ascend/log/debug/plog"
-          if [ -d "$plog_path" ];then
-            echo "Plog files found. Begin to backup them."
-            tc_name=${{ inputs.test_case }}
-            tc_name=${tc_name##*/}
-            tc_name=${tc_name%.*}
-            target_plog_path="/root/.cache/tests/logs/plog/${tc_name}/${HOSTNAME}"
-            echo "Save path: ${target_plog_path}"
-            rm -rf ${target_plog_path}
-            mkdir -p ${target_plog_path}
-            cp ${plog_path}/* ${target_plog_path}
-          fi
diff --git a/.github/workflows/nightly-test-npu.yml b/.github/workflows/nightly-test-npu.yml
index 7b6216230..c6abe178d 100644
--- a/.github/workflows/nightly-test-npu.yml
+++ b/.github/workflows/nightly-test-npu.yml
@@ -1,4 +1,4 @@
-name: Nightly Test (NPU)
+name: Nightly Test (NPU)
 on:
   schedule:
     - cron: '0 16 * * *'  # Execute at 0:00 a.m. Beijing Time every day
@@ -73,10 +73,15 @@ jobs:
       image_a2: ${{ steps.set-vars.outputs.image_a2 }}
       image_a3: ${{ steps.set-vars.outputs.image_a3 }}
       skip_install_flag: ${{ steps.set-vars.outputs.skip_install_flag }}
+      run_start_metadata: ${{ steps.set-vars.outputs.run_start_metadata }}
     steps:
       # When triggered by PR, no inputs parameters are used. The latest community code is tested by default.
       - name: Set image config
         id: set-vars
+        env:
+          # Pass untrusted PR metadata through environment variables to avoid shell‑script interpolation,
+          # mitigating script injection risks from fork branch names.
+          HEAD_LABEL: ${{ github.event.pull_request.head.label }}
         run: |
           if [ -z "${{ inputs.ref }}" ]; then
             echo "ref=" >> $GITHUB_OUTPUT
@@ -103,211 +108,231 @@ jobs:
           else
             echo "skip_install_flag=${{ inputs.skip_install_flag }}" >> $GITHUB_OUTPUT
           fi
-  nightly-poc-single-node-a2-tests:
-    name: single-node-poc-a2
-    if: ${{ !cancelled() }}
-    needs: [ set-image-config ]
-    strategy:
-      fail-fast: false
-      max-parallel: 6
-      matrix:
-        test_config:
-          - name: qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_a2
-            runner: linux-aarch64-a2-4
-            test_case: test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_a2.py
-            test_type: 'perf'
-          - name: qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa_a2
-            runner: linux-aarch64-a2-4
-            test_case: test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa_a2.py
-    uses: ./.github/workflows/nightly-test-npu-e2e-single-node.yml
-    with:
-      runner: ${{ matrix.test_config.runner }}
-      test_type: ${{ matrix.test_config.test_type }}
-      test_config_name: ${{ matrix.test_config.name }}
-      test_case: ${{ matrix.test_config.test_case }}
-      image: ${{ needs.set-image-config.outputs.image_a2 }}
-      install_sglang_from_source: false
-      transformers_version: ''
+          # If the nightly pipeline is triggered by a PR, this variable takes the source branch label of the PR;
+          # otherwise, it uses the branch or tag name of the current ref.
+          BRANCH_LABEL="$HEAD_LABEL"
+          if [ -z "${BRANCH_LABEL}" ]; then
+            BRANCH_LABEL="${{ github.ref_name }}"
+          fi
+          BRANCH_LABEL="$(echo "${BRANCH_LABEL}" | tr -cd 'a-zA-Z0-9._/:' | tr '/:' '--')"
+          # Package run metadata (branch/workflow/create_time) as a single JSON for reuse by all
+          # test jobs; create_time is UTC+8 date + time (minute precision) recorded once at run
+          # start, shared even across midnight.
+          RUN_START_METADATA="$(python3 -c "import json,sys; print(json.dumps({'branch_label':sys.argv[1],'workflow_name':sys.argv[2],'create_time':sys.argv[3]}))" "$BRANCH_LABEL" "${{ github.workflow }}" "$(date -u -d '+8 hours' +%Y%m%d-%H%M)")"
+          # Write to GITHUB_OUTPUT and print to the log in one command.
+          echo "run_start_metadata=${RUN_START_METADATA}" | tee -a $GITHUB_OUTPUT
 
-  nightly-poc-single-node-tests:
-    name: single-node-poc
+  nightly-1-npu-a2:
+    name: nightly-1-npu-a2
     if: ${{ !cancelled() }}
     needs: [set-image-config]
-    strategy:
-      fail-fast: false
-      max-parallel: 6
-      matrix:
-        test_config:
-          # qwen3_6_35b_a3b performance tests
-          - name: qwen3_6_35b_a3b_1p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_35b_a3b_1p_aime26
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_aime26.py
-          - name: qwen3_6_35b_a3b_1p_in64k_out1k_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_35b_a3b_1p_in128k_out1k_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms_aime26
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms_aime26.py
-          - name: qwen3_6_35b_a3b_1p_in128k_out1k_prefix90_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_prefix90_50ms.py
-            test_type: 'perf'
-          # qwen3_6_27b performance tests
-          - name: qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms_gpqa
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
-          - name: qwen3_6_27b_w8a8_2p_in16k_out1k_50ms
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in16k_out1k_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_27b_w8a8_1p_in64k_out1k_50ms
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in64k_out1k_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_27b_w8a8_2p_in128k_out1k_50ms
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in128k_out1k_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_27b_2p_in64k_out1k_prefix90_50ms
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_2p_in64k_out1k_prefix90_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_27b_1p_in1024x1024_30_out1024_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1024x1024_30_out1024_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_27b_1p_in1080p_30_out256_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1080p_30_out256_50ms.py
-            test_type: 'perf'
-          - name: qwen3_6_27b_1p_gpqa
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_1p_gpqa.py
-          # qwen3_32b performance tests
-          - name: qwen3_32b_w8a8_2p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa.py
-          - name: qwen3_32b_bf16_8p_in18k_out4k_6ms
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_bf16_8p_in18k_out4k_6ms.py
-            test_type: 'perf'
-          - name: qwen3_32b_bf16_8p_gpqa
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_bf16_8p_gpqa.py
-          # qwen3_30b_a3b performance tests
-          - name: qwen3_30b_w8a8_1p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: qwen3_30b_w8a8_1p_in3k5_out1k5_50ms_aime25
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms_aime25.py
-          # qwen3-8b performance tests
-          - name: qwen3_8b_w8a8_1p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: qwen3_8b_w8a8_1p_in3k5_out1k5_50ms_gpqa
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
-          - name: qwen3_8b_w8a8_1p_in6k_out1k5_bs16
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16.py
-            test_type: 'perf'
-          - name: qwen3_8b_w8a8_1p_in6k_out1k5_bs16_gpqa
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16_gpqa.py
-          # qwen3_next_80b_a3b_instruct performance tests
-          - name: qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/performance/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16.py
-            test_type: 'perf'
-          - name: qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16_aime25
-            runner: linux-aarch64-a3-4
-            test_case: test/registered/npu/accuracy/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16_aime25.py
-          # minimax_m2_5 performance tests
-          - name: minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms_gpqa
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms_gpqa.py
-          - name: minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms.py
-            test_type: 'perf'
-          - name: minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms_gpqa
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms_gpqa.py
-          # deepseek_v3_2 accuracy tests
-          - name: deepseek_v3_2_8p_aime25
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/accuracy/deepseek_v3_2/test_npu_deepseek_v3_2_8p_aime25.py
-          # glm4_7_flash accuracy tests
-          - name: glm4_7_flash_1p_aime25
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_aime25.py
-          # qwen3_vl_8b_thinking accuracy tests
-          - name: qwen3_vl_8b_thinking_1p_mmmu
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3_vl_8b_thinking/test_npu_qwen3_vl_8b_thinking_1p_mmmu.py
-          # qwen3_vl_30b_a3b_thinking accuracy tests
-          - name: qwen3_vl_30b_a3b_thinking_1p_mmmu
-            runner: linux-aarch64-a3-2
-            test_case: test/registered/npu/accuracy/qwen3_vl_30b_a3b_thinking/test_npu_qwen3_vl_30b_a3b_thinking_1p_mmmu.py
-          - name: qwen3_235b_w8a8_8p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/performance/qwen3_235b_a22b/test_npu_qwen3_235b_w8a8_8p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: qwen3_5_397b_w4a8_8p_in3k5_out1k5_50ms
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/performance/qwen3_5_397b/test_npu_qwen3_5_397b_w4a8_8p_in3k5_out1k5_50ms.py
-            test_type: 'perf'
-          - name: kimi_k2_6_w4a8_8p_in3k5_out1k5_20ms
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_8p_in3k5_out1k5_20ms.py
-            test_type: 'perf'
-          # deepseek_v4_flash performance tests
-          - name: deepseek_v4_flash_w8a8_8p_in8k_out1k_50ms
-            runner: linux-aarch64-a3-16
-            test_case: test/registered/npu/performance/deepseek_v4_flash/test_npu_deepseek_v4_flash_w8a8_8p_in8k_out1k_50ms.py
-            test_type: 'perf'
-    uses: ./.github/workflows/nightly-test-npu-e2e-single-node.yml
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
     with:
-      runner: ${{ matrix.test_config.runner }}
-      test_type: ${{ matrix.test_config.test_type }}
-      test_config_name: ${{ matrix.test_config.name }}
-      test_case: ${{ matrix.test_config.test_case }}
+      runner: linux-aarch64-a2-4
+      test_type: 'perf'
+      test_suite: nightly-1-npu-a2
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a2 }}
+      install_sglang_deps: false
+      device_type_for_deps: '910b'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
+  nightly-1-npu-a3:
+    name: nightly-1-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-pr-test-stage.yml
+    with:
+      self_name: nightly-1-npu-a3
+      runner_config: linux-aarch64-a3-2-
       image: ${{ needs.set-image-config.outputs.image_a3 }}
-      install_sglang_from_source: false
-      transformers_version: ''
+      run_timeout_minutes: '60'
+      timeout_per_file: '3600'
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+    secrets: inherit
+
+  nightly-2-npu-a3:
+    name: nightly-2-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-pr-test-stage.yml
+    with:
+      self_name: nightly-2-npu-a3
+      runner_config: linux-aarch64-a3-2-
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      run_timeout_minutes: '60'
+      timeout_per_file: '3600'
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+    secrets: inherit
+
+  # The nightly-4-npu-a3 suite is split across 2 parallel partition jobs, mirroring base-b-test-4-npu-a3 in the PR pipeline.
+  nightly-4-npu-a3:
+    name: nightly-4-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-pr-test-stage.yml
+    with:
+      self_name: nightly-4-npu-a3
+      runner_config: linux-aarch64-a3-4-
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      run_timeout_minutes: '120'
+      timeout_per_file: '3600'
+      partitions: '{"size":2,"arr":[0,1]}'
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+    secrets: inherit
+
+  nightly-8-npu-a3:
+    name: nightly-8-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-pr-test-stage.yml
+    with:
+      self_name: nightly-8-npu-a3
+      runner_config: linux-aarch64-a3-8-
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      run_timeout_minutes: '60'
+      timeout_per_file: '3600'
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+    secrets: inherit
+
+  nightly-16-npu-a3:
+    name: nightly-16-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-pr-test-stage.yml
+    with:
+      self_name: nightly-16-npu-a3
+      runner_config: linux-aarch64-a3-16-
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      run_timeout_minutes: '120'
+      timeout_per_file: '3600'
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+    secrets: inherit
+
+  nightly-perf-2-npu-a3:
+    name: nightly-perf-2-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
+    with:
+      runner: linux-aarch64-a3-800t-2
+      test_type: 'perf'
+      test_suite: nightly-perf-2-npu-a3
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      install_sglang_deps: false
+      device_type_for_deps: 'a3'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
+  nightly-perf-4-npu-a3:
+    name: nightly-perf-4-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
+    with:
+      runner: linux-aarch64-a3-800t-4
+      test_type: 'perf'
+      test_suite: nightly-perf-4-npu-a3
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      install_sglang_deps: false
+      device_type_for_deps: 'a3'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
+  nightly-perf-8-npu-a3:
+    name: nightly-perf-8-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
+    with:
+      runner: linux-aarch64-a3-800t-8
+      test_type: 'perf'
+      test_suite: nightly-perf-8-npu-a3
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      install_sglang_deps: false
+      device_type_for_deps: 'a3'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
+  nightly-perf-16-npu-a3:
+    name: nightly-perf-16-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
+    with:
+      runner: linux-aarch64-a3-800t-16
+      test_type: 'perf'
+      test_suite: nightly-perf-16-npu-a3
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      install_sglang_deps: false
+      device_type_for_deps: 'a3'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
+  # The acc-2 suite is split across 4 parallel partition jobs via the single `partitions` input.
+  nightly-acc-2-npu-a3:
+    name: nightly-acc-2-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
+    with:
+      runner: linux-aarch64-a3-2-
+      test_type: 'accuracy'
+      test_suite: nightly-acc-2-npu-a3
+      is_nightly_pipeline_job: true
+      partitions: '{"size":4,"arr":[0,1,2,3]}'
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      install_sglang_deps: false
+      device_type_for_deps: 'a3'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
+  nightly-acc-4-npu-a3:
+    name: nightly-acc-4-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
+    with:
+      runner: linux-aarch64-a3-4-
+      test_type: 'accuracy'
+      test_suite: nightly-acc-4-npu-a3
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      install_sglang_deps: false
+      device_type_for_deps: 'a3'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
+  nightly-acc-16-npu-a3:
+    name: nightly-acc-16-npu-a3
+    if: ${{ !cancelled() }}
+    needs: [set-image-config]
+    uses: ./.github/workflows/_npu-single-node-test-stage.yml
+    with:
+      runner: linux-aarch64-a3-16-
+      test_type: 'accuracy'
+      test_suite: nightly-acc-16-npu-a3
+      is_nightly_pipeline_job: true
+      skip_pr_test_health_check: 'true'
+      image: ${{ needs.set-image-config.outputs.image_a3 }}
+      install_sglang_deps: false
+      device_type_for_deps: 'a3'
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
 
   nightly-poc-multi-node-tests:
     name: multi-node-poc
     if: ${{ !cancelled() }}
-    needs: [set-image-config, nightly-poc-single-node-tests]
+    needs: [set-image-config, nightly-perf-2-npu-a3, nightly-perf-4-npu-a3, nightly-perf-16-npu-a3, nightly-acc-2-npu-a3, nightly-acc-4-npu-a3, nightly-acc-16-npu-a3]
     strategy:
       fail-fast: false
       max-parallel: 1
@@ -326,6 +351,7 @@ jobs:
             decode_size: 2
             router_size: 1
             test_case: test/registered/npu/accuracy/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms_aime26.py
+            test_type: 'accuracy'
             prefill_decode_deployment: 'separation'
           # mimo_v2_flash performance tests
           - name: test_npu_mimo_v2_flash_1p1d_12p_in16k_out1_ttft_5s
@@ -344,8 +370,8 @@ jobs:
             prefill_decode_deployment: 'separation'
     uses: ./.github/workflows/nightly-test-npu-e2e-multi-node.yml
     with:
-      runner: linux-amd64-cpu-8
-      test_type: ${{ matrix.test_config.test_type }}
+      runner: linux-amd64-cpu-4
+      test_type: ${{ matrix.test_config.test_type || 'perf' }}
       test_config_name: ${{ matrix.test_config.name }}
       prefill_size: ${{ matrix.test_config.prefill_size }}
       decode_size: ${{ matrix.test_config.decode_size }}
@@ -355,11 +381,12 @@ jobs:
       install_sglang_from_source: false
       prefill_decode_deployment: ${{ matrix.test_config.prefill_decode_deployment }}
       transformers_version: ''
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
 
   nightly-poc-multi-node-mix-tests:
     name: multi-node-mix-poc
     if: ${{ !cancelled() }}
-    needs: [set-image-config, nightly-poc-single-node-tests, nightly-poc-multi-node-tests]
+    needs: [set-image-config, nightly-perf-2-npu-a3, nightly-perf-4-npu-a3, nightly-perf-16-npu-a3, nightly-acc-2-npu-a3, nightly-acc-4-npu-a3, nightly-acc-16-npu-a3, nightly-poc-multi-node-tests]
     strategy:
       fail-fast: false
       max-parallel: 1
@@ -373,10 +400,11 @@ jobs:
           - name: kimi_k2_6_w4a8_16p_in64k_out1k_100ms_aime25
             node_size: 2
             test_case: test/registered/npu/accuracy/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms_aime25.py
+            test_type: 'accuracy'
     uses: ./.github/workflows/nightly-test-npu-e2e-multi-node.yml
     with:
-      runner: linux-amd64-cpu-8
-      test_type: ${{ matrix.test_config.test_type }}
+      runner: linux-amd64-cpu-4
+      test_type: ${{ matrix.test_config.test_type || 'perf' }}
       test_config_name: ${{ matrix.test_config.name }}
       node_size: ${{ matrix.test_config.node_size }}
       test_case: ${{ matrix.test_config.test_case }}
@@ -384,11 +412,24 @@ jobs:
       install_sglang_from_source: false
       prefill_decode_deployment: 'mix'
       transformers_version: ''
+      run_start_metadata: ${{ needs.set-image-config.outputs.run_start_metadata }}
+
   check-all-jobs:
     if: ${{ !cancelled() }}
     needs:
-      - nightly-poc-single-node-a2-tests
-      - nightly-poc-single-node-tests
+      - nightly-1-npu-a2
+      - nightly-1-npu-a3
+      - nightly-2-npu-a3
+      - nightly-4-npu-a3
+      - nightly-8-npu-a3
+      - nightly-16-npu-a3
+      - nightly-perf-2-npu-a3
+      - nightly-perf-4-npu-a3
+      - nightly-perf-8-npu-a3
+      - nightly-perf-16-npu-a3
+      - nightly-acc-2-npu-a3
+      - nightly-acc-4-npu-a3
+      - nightly-acc-16-npu-a3
       - nightly-poc-multi-node-tests
       - nightly-poc-multi-node-mix-tests
     runs-on: ubuntu-latest
@@ -402,19 +443,30 @@ jobs:
 
       - name: Generate results table
         run: |
-          status_emoji() {
-            case "$1" in
-              pass)   echo "✅" ;;
-              fail)   echo "❌" ;;
-              *)      echo "❓" ;;
-            esac
-          }
-
-          single_result_a2="${{ needs.nightly-poc-single-node-a2-tests.result }}"
-          single_result="${{ needs.nightly-poc-single-node-tests.result }}"
+          single_result_a2="${{ needs.nightly-1-npu-a2.result }}"
           multi_result="${{ needs.nightly-poc-multi-node-tests.result }}"
           mix_result="${{ needs.nightly-poc-multi-node-mix-tests.result }}"
 
+          # single-node suites are reported per suite; overall status is success if none failed
+          single_result="success"
+          for r in \
+            "${{ needs.nightly-1-npu-a3.result }}" \
+            "${{ needs.nightly-2-npu-a3.result }}" \
+            "${{ needs.nightly-4-npu-a3.result }}" \
+            "${{ needs.nightly-8-npu-a3.result }}" \
+            "${{ needs.nightly-16-npu-a3.result }}" \
+            "${{ needs.nightly-perf-2-npu-a3.result }}" \
+            "${{ needs.nightly-perf-4-npu-a3.result }}" \
+            "${{ needs.nightly-perf-8-npu-a3.result }}" \
+            "${{ needs.nightly-perf-16-npu-a3.result }}" \
+            "${{ needs.nightly-acc-2-npu-a3.result }}" \
+            "${{ needs.nightly-acc-4-npu-a3.result }}" \
+            "${{ needs.nightly-acc-16-npu-a3.result }}"; do
+            if [ "${r}" != "success" ] && [ "${r}" != "skipped" ]; then
+              single_result="failure"
+            fi
+          done
+
           group_icon() {
             case "$1" in
               success)   echo "✅" ;;
@@ -429,8 +481,24 @@ jobs:
           echo "" >> $GITHUB_STEP_SUMMARY
           echo "| Group | Status |" >> $GITHUB_STEP_SUMMARY
           echo "|-------|--------|" >> $GITHUB_STEP_SUMMARY
-          echo "| single-node-poc-a2 | $(group_icon ${single_result_a2}) ${single_result_a2} |" >> $GITHUB_STEP_SUMMARY
-          echo "| single-node-poc | $(group_icon ${single_result}) ${single_result} |" >> $GITHUB_STEP_SUMMARY
+          echo "| nightly-1-npu-a2 | $(group_icon ${single_result_a2}) ${single_result_a2} |" >> $GITHUB_STEP_SUMMARY
+          for entry in \
+            "nightly-1-npu-a3:${{ needs.nightly-1-npu-a3.result }}" \
+            "nightly-2-npu-a3:${{ needs.nightly-2-npu-a3.result }}" \
+            "nightly-4-npu-a3:${{ needs.nightly-4-npu-a3.result }}" \
+            "nightly-8-npu-a3:${{ needs.nightly-8-npu-a3.result }}" \
+            "nightly-16-npu-a3:${{ needs.nightly-16-npu-a3.result }}" \
+            "nightly-perf-2-npu-a3:${{ needs.nightly-perf-2-npu-a3.result }}" \
+            "nightly-perf-4-npu-a3:${{ needs.nightly-perf-4-npu-a3.result }}" \
+            "nightly-perf-8-npu-a3:${{ needs.nightly-perf-8-npu-a3.result }}" \
+            "nightly-perf-16-npu-a3:${{ needs.nightly-perf-16-npu-a3.result }}" \
+            "nightly-acc-2-npu-a3:${{ needs.nightly-acc-2-npu-a3.result }}" \
+            "nightly-acc-4-npu-a3:${{ needs.nightly-acc-4-npu-a3.result }}" \
+            "nightly-acc-16-npu-a3:${{ needs.nightly-acc-16-npu-a3.result }}"; do
+            suite="${entry%%:*}"
+            r="${entry##*:}"
+            echo "| ${suite} | $(group_icon ${r}) ${r} |" >> $GITHUB_STEP_SUMMARY
+          done
           echo "| multi-node-poc | $(group_icon ${multi_result}) ${multi_result} |" >> $GITHUB_STEP_SUMMARY
           echo "| multi-node-mix-poc | $(group_icon ${mix_result}) ${mix_result} |" >> $GITHUB_STEP_SUMMARY
           echo "" >> $GITHUB_STEP_SUMMARY
@@ -439,8 +507,11 @@ jobs:
           echo "" >> $GITHUB_STEP_SUMMARY
 
           has_metrics=false
-          for dir in /tmp/metrics/metrics-*/; do
-            file="${dir}metrics.json"
+          # Each suite job uploads its METRICS_DATA_FILE directory, which
+          # contains per-case subdirectories with their own metrics.json.
+          # Recursively find every metrics.json and render one table row per
+          # test case.
+          for file in $(find /tmp/metrics -name metrics.json 2>/dev/null); do
             if [ -f "$file" ]; then
               has_metrics=true
               echo "import json" > /tmp/parse_metrics.py
@@ -469,5 +540,7 @@ jobs:
           echo "" >> $GITHUB_STEP_SUMMARY
 
           FAIL=0
-          if [ "${single_result}" != "success" ] && [ "${single_result}" != "skipped" ]; then FAIL=1; fi
+          for r in "${single_result_a2}" "${single_result}" "${multi_result}" "${mix_result}"; do
+            if [ "${r}" != "success" ] && [ "${r}" != "skipped" ]; then FAIL=1; fi
+          done
           exit $FAIL
diff --git a/python/sglang/test/ascend/e2e/k8s_multi_pd_mix.yaml.jinja2 b/python/sglang/test/ascend/e2e/k8s_multi_pd_mix.yaml.jinja2
index 1c58d7457..3ad20a9c6 100644
--- a/python/sglang/test/ascend/e2e/k8s_multi_pd_mix.yaml.jinja2
+++ b/python/sglang/test/ascend/e2e/k8s_multi_pd_mix.yaml.jinja2
@@ -60,6 +60,12 @@ spec:
             value: "https://hf-mirror.com"
           - name: SGLANG_IS_IN_CI
             value: "{{ sglang_is_in_ci }}"
+          - name: RUN_LABEL
+            value: "{{ run_label }}"
+          - name: TROUBLE_SHOTTING
+            value: "{{ trouble_shotting }}"
+          - name: TRANSFORMERS_VERSION_FOR_SGLANG
+            value: "{{ transformers_version }}"
           command: ["/bin/bash", "-c"]
           args:
             - |
diff --git a/python/sglang/test/ascend/e2e/k8s_multi_pd_mix_green.yaml.jinja2 b/python/sglang/test/ascend/e2e/k8s_multi_pd_mix_green.yaml.jinja2
index f1c971f98..eddcc878f 100644
--- a/python/sglang/test/ascend/e2e/k8s_multi_pd_mix_green.yaml.jinja2
+++ b/python/sglang/test/ascend/e2e/k8s_multi_pd_mix_green.yaml.jinja2
@@ -52,6 +52,8 @@ spec:
           value: "https://hf-mirror.com"
         - name: METRICS_DATA_FILE
           value: "{{ metrics_data_file }}"
+        - name: RUN_LABEL
+          value: "{{ run_label }}"
         - name: SGLANG_IS_IN_CI
           value: "{{ sglang_is_in_ci }}"
         - name: TRANSFORMERS_VERSION_FOR_SGLANG
diff --git a/python/sglang/test/ascend/e2e/k8s_multi_pd_separation.yaml.jinja2 b/python/sglang/test/ascend/e2e/k8s_multi_pd_separation.yaml.jinja2
index bbffb69a6..9c25516c7 100644
--- a/python/sglang/test/ascend/e2e/k8s_multi_pd_separation.yaml.jinja2
+++ b/python/sglang/test/ascend/e2e/k8s_multi_pd_separation.yaml.jinja2
@@ -60,6 +60,10 @@ spec:
             value: "{{ metrics_data_file }}"
           - name: SGLANG_IS_IN_CI
             value: "{{ sglang_is_in_ci }}"
+          - name: RUN_LABEL
+            value: "{{ run_label }}"
+          - name: TROUBLE_SHOTTING
+            value: "{{ trouble_shotting }}"
           - name: TRANSFORMERS_VERSION_FOR_SGLANG
             value: "{{ transformers_version }}"
           command: ["/bin/bash", "-c"]
@@ -172,6 +176,10 @@ spec:
             value: "{{ metrics_data_file }}"
           - name: SGLANG_IS_IN_CI
             value: "{{ sglang_is_in_ci }}"
+          - name: RUN_LABEL
+            value: "{{ run_label }}"
+          - name: TROUBLE_SHOTTING
+            value: "{{ trouble_shotting }}"
           - name: TRANSFORMERS_VERSION_FOR_SGLANG
             value: "{{ transformers_version }}"
           command: ["/bin/bash", "-c"]
@@ -274,6 +282,8 @@ spec:
             value: "{{ install_sglang_from_source }}"
           - name: METRICS_DATA_FILE
             value: "{{ metrics_data_file }}"
+          - name: RUN_LABEL
+            value: "{{ run_label }}"
           - name: KUBECONFIG
             value: "{{ kube_config }}"
           - name: NAMESPACE
@@ -284,6 +294,8 @@ spec:
             value: "https://hf-mirror.com"
           - name: SGLANG_IS_IN_CI
             value: "{{ sglang_is_in_ci }}"
+          - name: TROUBLE_SHOTTING
+            value: "{{ trouble_shotting }}"
           - name: TRANSFORMERS_VERSION_FOR_SGLANG
             value: "{{ transformers_version }}"
           command: ["/bin/bash", "-c"]
diff --git a/python/sglang/test/ascend/e2e/k8s_multi_pd_separation_green.yaml.jinja2 b/python/sglang/test/ascend/e2e/k8s_multi_pd_separation_green.yaml.jinja2
index fa8f5b04e..d51dce478 100644
--- a/python/sglang/test/ascend/e2e/k8s_multi_pd_separation_green.yaml.jinja2
+++ b/python/sglang/test/ascend/e2e/k8s_multi_pd_separation_green.yaml.jinja2
@@ -53,6 +53,8 @@ spec:
           value: "https://hf-mirror.com"
         - name: METRICS_DATA_FILE
           value: "{{ metrics_data_file }}"
+        - name: RUN_LABEL
+          value: "{{ run_label }}"
         - name: SGLANG_IS_IN_CI
           value: "{{ sglang_is_in_ci }}"
         command: ["/bin/bash", "-c"]
@@ -154,6 +156,8 @@ spec:
           value: "https://hf-mirror.com"
         - name: METRICS_DATA_FILE
           value: "{{ metrics_data_file }}"
+        - name: RUN_LABEL
+          value: "{{ run_label }}"
         - name: SGLANG_IS_IN_CI
           value: "{{ sglang_is_in_ci }}"
         command: ["/bin/bash", "-c"]
@@ -254,6 +258,8 @@ spec:
           value: "https://hf-mirror.com"
         - name: METRICS_DATA_FILE
           value: "{{ metrics_data_file }}"
+        - name: RUN_LABEL
+          value: "{{ run_label }}"
         - name: SGLANG_IS_IN_CI
           value: "{{ sglang_is_in_ci }}"
         command: ["/bin/bash", "-c"]
diff --git a/python/sglang/test/ascend/e2e/k8s_single.yaml.jinja2 b/python/sglang/test/ascend/e2e/k8s_single.yaml.jinja2
index dff5a5591..af4246bab 100644
--- a/python/sglang/test/ascend/e2e/k8s_single.yaml.jinja2
+++ b/python/sglang/test/ascend/e2e/k8s_single.yaml.jinja2
@@ -51,8 +51,13 @@ spec:
             value: "{{ kube_config }}"
           - name: HF_ENDPOINT
             value: "https://hf-mirror.com"
+          # Env vars consumed by run_npu_testcase.sh inside the pod
           - name: TROUBLE_SHOTTING
             value: "{{ trouble_shotting }}"
+          - name: RUN_LABEL
+            value: "{{ run_label }}"
+          - name: SGLANG_IS_IN_CI
+            value: "{{ sglang_is_in_ci }}"
           - name: TRANSFORMERS_VERSION_FOR_SGLANG
             value: "{{ transformers_version }}"
           command: ["/bin/bash", "-c"]
diff --git a/python/sglang/test/ascend/e2e/run_npu_e2e_test.py b/python/sglang/test/ascend/e2e/run_npu_e2e_test.py
index 28295fdda..81d53e8bd 100644
--- a/python/sglang/test/ascend/e2e/run_npu_e2e_test.py
+++ b/python/sglang/test/ascend/e2e/run_npu_e2e_test.py
@@ -518,10 +518,17 @@ def generate_metrics_json(metrics_data_file, test_case, status):
     tc_name = test_case.rsplit("/", 1)[-1].rsplit(".", 1)[0]
 
     test_type = "unknown"
+    # nightly: .../output/{branch}-{date}-{run_id}-{run_attempt}/{workflow}/{test_type}/...
+    # PR:      .../output/{test_type}/{date}/{tc_name}
+    # After `output`, rest >= 4 segments -> test_type at parts[i+3]; otherwise at parts[i+1].
     parts = metrics_data_file.split("/")
     for i, part in enumerate(parts):
-        if part == "output" and i + 1 < len(parts):
-            test_type = parts[i + 1]
+        if part == "output":
+            rest = len(parts) - (i + 1)
+            if rest >= 4:
+                test_type = parts[i + 3]
+            elif rest >= 1:
+                test_type = parts[i + 1]
             break
 
     output = {
@@ -576,6 +583,22 @@ def run_npu_e2e_test_case(
 
     kube_config_map = f"sglang-configmap-{random_str}"
     final_kube_job_name = f"{kube_job_name_prefix}-{random_str}"
+    # run_label is injected into the pod as RUN_LABEL to build the pod log directory prefix.
+    # nightly (>=4 segments after `output`): first two segments {branch}-{date}-{run_id}-{run_attempt}/{workflow}
+    # PR legacy layout: fall back to the date segment to keep the original {date}/{tc_name}/{host} path.
+    parts = (
+        metrics_data_file.split("/output/")[-1]
+        if "/output/" in metrics_data_file
+        else ""
+    )
+    if parts:
+        segments = parts.split("/")
+        if len(segments) >= 4:
+            run_label = "/".join(segments[:2])
+        else:
+            run_label = segments[1] if len(segments) > 1 else "unknown"
+    else:
+        run_label = "unknown"
 
     kube_yaml_file_dict = {
         KUBE_JOB_SINGLE: f"k8s_single_{random_str}.yaml",
@@ -605,6 +628,7 @@ def run_npu_e2e_test_case(
                 "env": env,
                 "trouble_shotting": trouble_shotting,
                 "transformers_version": transformers_version,
+                "run_label": run_label,
             }
             create_kube_yaml(
                 kube_yaml_template=KUBE_YAML_TEMPLATE.get(kube_job_type),
@@ -627,6 +651,7 @@ def run_npu_e2e_test_case(
                 "env": env,
                 "trouble_shotting": trouble_shotting,
                 "transformers_version": transformers_version,
+                "run_label": run_label,
             }
             template_key = (
                 KUBE_JOB_MULTI_PD_MIX_GREEN if env == "green" else kube_job_type
@@ -654,6 +679,7 @@ def run_npu_e2e_test_case(
                 "env": env,
                 "trouble_shotting": trouble_shotting,
                 "transformers_version": transformers_version,
+                "run_label": run_label,
             }
             template_key = (
                 KUBE_JOB_MULTI_PD_SEPARATION_GREEN if env == "green" else kube_job_type
diff --git a/python/sglang/test/ascend/e2e/run_npu_testcase.sh b/python/sglang/test/ascend/e2e/run_npu_testcase.sh
index 439fdb6a9..4ce070093 100644
--- a/python/sglang/test/ascend/e2e/run_npu_testcase.sh
+++ b/python/sglang/test/ascend/e2e/run_npu_testcase.sh
@@ -34,7 +34,7 @@ if [ -n "${TRANSFORMERS_VERSION_FOR_SGLANG}" ];then
     echo "Install transformers ${TRANSFORMERS_VERSION_FOR_SGLANG} locally."
     TRANSFORMERS_PKG_PATH_TARGET=/tmp/transformers/${TRANSFORMERS_VERSION_FOR_SGLANG}
     mkdir -p "${TRANSFORMERS_PKG_PATH_TARGET}"
-    cp "${TRANSFORMERS_PKG_PATH_SOURCE}/*" "${TRANSFORMERS_PKG_PATH_TARGET}/"
+    cp "${TRANSFORMERS_PKG_PATH_SOURCE}/"* "${TRANSFORMERS_PKG_PATH_TARGET}/"
     pip install --no-index --find-links="${TRANSFORMERS_PKG_PATH_TARGET}" transformers=="${TRANSFORMERS_VERSION_FOR_SGLANG}"
   fi
   echo "===== Install transformers for sglang in virtual env - End ====="
@@ -114,10 +114,11 @@ fi
 echo "Running test case ${test_case}"
 tc_name=${test_case##*/}
 tc_name=${tc_name%.*}
-current_date=$(date +%Y%m%d)
-log_path="/root/sglang/debug/logs/log/${current_date}/${tc_name}/${HOSTNAME}"
+run_label="${RUN_LABEL:-unknown}"
+log_path="/root/sglang/debug/logs/log/${run_label}/${tc_name}/${HOSTNAME}"
 if [ "${SGLANG_IS_IN_CI}" = "true" ] || [ "${SGLANG_IS_IN_CI}" = "True" ];then
-    log_path="/root/.cache/tests/logs/log/${current_date}/${tc_name}/${HOSTNAME}"
+    # In CI, persist logs under /root/.cache/tests/logs so they can be collected
+    log_path="/root/.cache/tests/logs/log/${run_label}/${tc_name}/${HOSTNAME}"
 fi
 rm -rf "${log_path}"
 mkdir -p "${log_path}"
@@ -134,6 +135,7 @@ echo "Finished test case ${test_case}"
 
 if [ -n "${METRICS_DATA_FILE}" ]; then
     mkdir -p "${METRICS_DATA_FILE}"
+    # Archive the test log into the output directory for result collection
     cp "${log_path}/${tc_name}.log" "${METRICS_DATA_FILE}/test_output.log"
     echo "Metrics log saved to ${METRICS_DATA_FILE}/test_output.log"
 fi
diff --git a/python/sglang/test/ascend/e2e/test_npu_accuracy_utils.py b/python/sglang/test/ascend/e2e/test_npu_accuracy_utils.py
index 94d746c9d..9a7785cd3 100644
--- a/python/sglang/test/ascend/e2e/test_npu_accuracy_utils.py
+++ b/python/sglang/test/ascend/e2e/test_npu_accuracy_utils.py
@@ -311,16 +311,27 @@ class TestNpuAccuracyTestCaseBase(CustomTestCase):
     def _setup_per_case_output(cls):
         """Set up per-case output directories and env vars.
 
-        Extracted from ``nightly-test-npu-e2e-single-node.yml`` so that when a
-        suite is executed, each case writes its metrics/plog to a path derived
-        from the case file rather than the suite name.
+        When the workflow sets METRICS_DATA_FILE to a suite-level directory
+        (e.g. .../output/{branch_label}-{create_date}-{run_id}-{run_attempt}/
+        {workflow_name}/{test_type}/{suite}), each case in the suite
+        writes to its own subdirectory under it, so results stay in the
+        structured layout and are keyed by the case id. Falls back to the
+        legacy per-case layout when the env var is not set.
         """
         cls.tc_name = cls._get_tc_name()
-        current_date = datetime.now().strftime("%Y%m%d")
-        test_type = getattr(cls, "test_type", "accuracy")
-        base_output = f"/root/.cache/tests/output/{test_type}/{current_date}"
-        os.makedirs(base_output, exist_ok=True)
-        cls.metrics_data_file = os.path.join(base_output, cls.tc_name)
+        suite_output = os.environ.get("METRICS_DATA_FILE")
+        if suite_output:
+            # Append the case id under the suite output prefix.
+            cls.metrics_data_file = os.path.join(suite_output, cls.tc_name)
+            # Mirror the output prefix to the plog location (drop the test_type/suite tail).
+            suite_plog = suite_output.replace("/output/", "/logs/plog/", 1)
+            cls.plog_base = os.path.dirname(os.path.dirname(suite_plog))
+        else:
+            current_date = datetime.now().strftime("%Y%m%d")
+            test_type = getattr(cls, "test_type", "accuracy")
+            base_output = f"/root/.cache/tests/output/{test_type}/{current_date}"
+            cls.metrics_data_file = os.path.join(base_output, cls.tc_name)
+            cls.plog_base = f"/root/.cache/tests/logs/plog"
         os.makedirs(cls.metrics_data_file, exist_ok=True)
         # Override env vars so evalscope/dump_metric write to per-case paths.
         os.environ["METRICS_DATA_FILE"] = cls.metrics_data_file
@@ -376,6 +387,12 @@ class TestNpuAccuracyTestCaseBase(CustomTestCase):
             logger.info("Saved per-case metrics to %s", out_path)
         except Exception as e:
             logger.warning("Failed to write metrics.json: %s", e)
+        # Remove the intermediate JSONL records, keeping only the final metrics.json.
+        for jsonl_path in glob.glob(pattern):
+            try:
+                os.remove(jsonl_path)
+            except Exception as e:
+                logger.warning("Failed to remove %s: %s", jsonl_path, e)
 
     @classmethod
     def _backup_plog(cls):
@@ -391,7 +408,8 @@ class TestNpuAccuracyTestCaseBase(CustomTestCase):
         if not tc_name:
             return
         hostname = os.getenv("HOSTNAME", "unknown")
-        target = os.path.join("/root/.cache/tests/logs/plog", tc_name, hostname)
+        plog_base = getattr(cls, "plog_base", "/root/.cache/tests/logs/plog")
+        target = os.path.join(plog_base, tc_name, hostname)
         os.makedirs(target, exist_ok=True)
         for name in os.listdir(plog_path):
             src = os.path.join(plog_path, name)
diff --git a/python/sglang/test/ascend/e2e/test_npu_performance_utils.py b/python/sglang/test/ascend/e2e/test_npu_performance_utils.py
index dfa30e6b8..61c299621 100644
--- a/python/sglang/test/ascend/e2e/test_npu_performance_utils.py
+++ b/python/sglang/test/ascend/e2e/test_npu_performance_utils.py
@@ -930,16 +930,27 @@ class TestNpuPerformanceTestCaseBase(CustomTestCase):
     def _setup_per_case_output(cls):
         """Set up per-case output directories and env vars.
 
-        Extracted from ``nightly-test-npu-e2e-single-node.yml`` so that when a
-        suite is executed, each case writes its metrics/plog to a path derived
-        from the case file rather than the suite name.
+        When the workflow sets METRICS_DATA_FILE to a suite-level directory
+        (e.g. .../output/{branch_label}-{create_date}-{run_id}-{run_attempt}/
+        {workflow_name}/{test_type}/{suite}), each case in the suite
+        writes to its own subdirectory under it, so results stay in the
+        structured layout and are keyed by the case id. Falls back to the
+        legacy per-case layout when the env var is not set.
         """
         cls.tc_name = cls._get_tc_name()
-        current_date = datetime.now().strftime("%Y%m%d")
-        test_type = getattr(cls, "test_type", "perf")
-        base_output = f"/root/.cache/tests/output/{test_type}/{current_date}"
-        os.makedirs(base_output, exist_ok=True)
-        cls.metrics_data_file = os.path.join(base_output, cls.tc_name)
+        suite_output = os.environ.get("METRICS_DATA_FILE")
+        if suite_output:
+            # Append the case id under the suite output prefix.
+            cls.metrics_data_file = os.path.join(suite_output, cls.tc_name)
+            # Mirror the output prefix to the plog location (drop the test_type/suite tail).
+            suite_plog = suite_output.replace("/output/", "/logs/plog/", 1)
+            cls.plog_base = os.path.dirname(os.path.dirname(suite_plog))
+        else:
+            current_date = datetime.now().strftime("%Y%m%d")
+            test_type = getattr(cls, "test_type", "perf")
+            base_output = f"/root/.cache/tests/output/{test_type}/{current_date}"
+            cls.metrics_data_file = os.path.join(base_output, cls.tc_name)
+            cls.plog_base = f"/root/.cache/tests/logs/plog"
         os.makedirs(cls.metrics_data_file, exist_ok=True)
         # Override env vars so evalscope/dump_metric write to per-case paths.
         os.environ["METRICS_DATA_FILE"] = cls.metrics_data_file
@@ -985,7 +996,7 @@ class TestNpuPerformanceTestCaseBase(CustomTestCase):
         out_path = os.path.join(cls.metrics_data_file, "metrics.json")
         payload = {
             "test_case": cls.tc_name,
-            "test_type": getattr(cls, "test_type", "accuracy"),
+            "test_type": getattr(cls, "test_type", "perf"),
             "metrics": metrics,
             "baselines": baselines,
         }
@@ -995,6 +1006,12 @@ class TestNpuPerformanceTestCaseBase(CustomTestCase):
             logger.info("Saved per-case metrics to %s", out_path)
         except Exception as e:
             logger.warning("Failed to write metrics.json: %s", e)
+        # Remove the intermediate JSONL records, keeping only the final metrics.json.
+        for jsonl_path in glob.glob(pattern):
+            try:
+                os.remove(jsonl_path)
+            except Exception as e:
+                logger.warning("Failed to remove %s: %s", jsonl_path, e)
 
     @classmethod
     def _backup_plog(cls):
@@ -1010,7 +1027,8 @@ class TestNpuPerformanceTestCaseBase(CustomTestCase):
         if not tc_name:
             return
         hostname = os.getenv("HOSTNAME", "unknown")
-        target = os.path.join("/root/.cache/tests/logs/plog", tc_name, hostname)
+        plog_base = getattr(cls, "plog_base", "/root/.cache/tests/logs/plog")
+        target = os.path.join(plog_base, tc_name, hostname)
         os.makedirs(target, exist_ok=True)
         for name in os.listdir(plog_path):
             src = os.path.join(plog_path, name)
diff --git a/test/registered/npu/accuracy/deepseek_v3_2/test_npu_deepseek_v3_2_8p_aime25.py b/test/registered/npu/accuracy/deepseek_v3_2/test_npu_deepseek_v3_2_8p_aime25.py
index 32a1a39b2..00e5a080b 100644
--- a/test/registered/npu/accuracy/deepseek_v3_2/test_npu_deepseek_v3_2_8p_aime25.py
+++ b/test/registered/npu/accuracy/deepseek_v3_2/test_npu_deepseek_v3_2_8p_aime25.py
@@ -7,10 +7,9 @@ from sglang.test.ascend.test_ascend_utils import DEEPSEEK_V3_2_EXP_W8A8_WEIGHTS_
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=4800,
+    suite="nightly-acc-16-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 OTHER_ARGS = [
diff --git a/test/registered/npu/accuracy/glm4_6v_flash/test_npu_glm4_6v_flash_1p_mmmu.py b/test/registered/npu/accuracy/glm4_6v_flash/test_npu_glm4_6v_flash_1p_mmmu.py
index 2cfe5d563..8b122225f 100644
--- a/test/registered/npu/accuracy/glm4_6v_flash/test_npu_glm4_6v_flash_1p_mmmu.py
+++ b/test/registered/npu/accuracy/glm4_6v_flash/test_npu_glm4_6v_flash_1p_mmmu.py
@@ -7,7 +7,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import GLM_4_6V_FLASH_MOD
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
+    est_time=4800,
     suite="",
     nightly=True,
     disabled="performance testcase",
diff --git a/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_aime25.py b/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_aime25.py
index 679c78a4a..9394ca6b1 100644
--- a/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_aime25.py
+++ b/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_aime25.py
@@ -7,10 +7,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import GLM_4_7_FLASH_MODE
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=6500,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 ENVS = {
diff --git a/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_gsm8k.py b/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_gsm8k.py
index 7a24cae35..1551d0558 100644
--- a/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_gsm8k.py
+++ b/test/registered/npu/accuracy/glm4_7_flash/test_npu_glm4_7_flash_1p_gsm8k.py
@@ -7,6 +7,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import GLM_4_7_FLASH_MODE
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-acc-2-npu-a3")
+register_npu_ci(est_time=6500, suite="nightly-acc-2-npu-a3", nightly=True)
 
 ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/accuracy/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms_aime26.py b/test/registered/npu/accuracy/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms_aime26.py
index bd977dfb6..ac127ba43 100644
--- a/test/registered/npu/accuracy/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms_aime26.py
+++ b/test/registered/npu/accuracy/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms_aime26.py
@@ -10,7 +10,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
+    est_time=4800,
     suite="",
     nightly=True,
     disabled="accuracy testcase",
diff --git a/test/registered/npu/accuracy/glm5_top64_pruned/test_npu_glm5_top64_pruned_bf16_8p_gsm8k.py b/test/registered/npu/accuracy/glm5_top64_pruned/test_npu_glm5_top64_pruned_bf16_8p_gsm8k.py
index 7ae8616ff..ccfe108af 100644
--- a/test/registered/npu/accuracy/glm5_top64_pruned/test_npu_glm5_top64_pruned_bf16_8p_gsm8k.py
+++ b/test/registered/npu/accuracy/glm5_top64_pruned/test_npu_glm5_top64_pruned_bf16_8p_gsm8k.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-acc-16-npu-a3")
+register_npu_ci(est_time=4800, suite="nightly-acc-16-npu-a3", nightly=True)
 
 ENVS = {
     "SGLANG_SET_CPU_AFFINITY": "1",
diff --git a/test/registered/npu/accuracy/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms_aime25.py b/test/registered/npu/accuracy/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms_aime25.py
index 24cd79560..780c8b2f9 100644
--- a/test/registered/npu/accuracy/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms_aime25.py
+++ b/test/registered/npu/accuracy/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms_aime25.py
@@ -12,7 +12,7 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=1800,
-    suite="nightly-8-npu-a3",
+    suite="full-8-npu-a3",
     nightly=True,
     disabled="accuracy testcase",
 )
diff --git a/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms_gpqa.py b/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms_gpqa.py
index bd7d53bfd..955f656f2 100644
--- a/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms_gpqa.py
+++ b/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms_gpqa.py
@@ -11,10 +11,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=7200,
+    suite="nightly-acc-16-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 MINIMAX_M2_5_W8A8_4P_IN64K_OUT1K_PREFIX90_ENVS = {
diff --git a/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms_gpqa.py b/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms_gpqa.py
index a92462eea..21eba280f 100644
--- a/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms_gpqa.py
+++ b/test/registered/npu/accuracy/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms_gpqa.py
@@ -11,10 +11,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="full-16-npu-a3",
+    est_time=4800,
+    suite="nightly-acc-16-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 MINIMAX_M2_5_HIGH_THROUGHPUT_ENVS = {
diff --git a/test/registered/npu/accuracy/moonshotai_moonlight_16b_a3b/test_npu_moonlight_16b_a3b_bf16_1p_gsm8k.py b/test/registered/npu/accuracy/moonshotai_moonlight_16b_a3b/test_npu_moonlight_16b_a3b_bf16_1p_gsm8k.py
index 2a4675e16..08a971e0b 100644
--- a/test/registered/npu/accuracy/moonshotai_moonlight_16b_a3b/test_npu_moonlight_16b_a3b_bf16_1p_gsm8k.py
+++ b/test/registered/npu/accuracy/moonshotai_moonlight_16b_a3b/test_npu_moonlight_16b_a3b_bf16_1p_gsm8k.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-acc-2-npu-a3")
+register_npu_ci(est_time=1300, suite="nightly-acc-2-npu-a3", nightly=True)
 
 MODEL_ENVS = {
     "SGLANG_SET_CPU_AFFINITY": "1",
diff --git a/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py b/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
index 6eb55f49c..abae77090 100644
--- a/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
+++ b/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
@@ -10,10 +10,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=3700,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_8B_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16_gpqa.py b/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16_gpqa.py
index b336a5087..e31bfe394 100644
--- a/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16_gpqa.py
+++ b/test/registered/npu/accuracy/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16_gpqa.py
@@ -10,10 +10,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=3700,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_8B_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms_aime25.py b/test/registered/npu/accuracy/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms_aime25.py
index 802441071..7e4e4d0de 100644
--- a/test/registered/npu/accuracy/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms_aime25.py
+++ b/test/registered/npu/accuracy/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms_aime25.py
@@ -10,10 +10,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=2800,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_30B_A3B_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_bf16_8p_gpqa.py b/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_bf16_8p_gpqa.py
index d3f2ba2d4..e8776f041 100644
--- a/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_bf16_8p_gpqa.py
+++ b/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_bf16_8p_gpqa.py
@@ -10,10 +10,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=4800,
+    suite="nightly-acc-16-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_32B_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa.py b/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa.py
index 6fb1dad81..b1ee89074 100644
--- a/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa.py
+++ b/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa.py
@@ -10,10 +10,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=4800,
+    suite="nightly-acc-4-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_32B_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa_a2.py b/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa_a2.py
index eacac5ec0..b46999437 100644
--- a/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa_a2.py
+++ b/test/registered/npu/accuracy/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_gpqa_a2.py
@@ -10,10 +10,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=4800,
+    suite="nightly-1-npu-a2",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_32B_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_5_9b/test_npu_qwen3_5_9b_bf16_1p_gsm8k.py b/test/registered/npu/accuracy/qwen3_5_9b/test_npu_qwen3_5_9b_bf16_1p_gsm8k.py
index c997de8bf..00fe80710 100644
--- a/test/registered/npu/accuracy/qwen3_5_9b/test_npu_qwen3_5_9b_bf16_1p_gsm8k.py
+++ b/test/registered/npu/accuracy/qwen3_5_9b/test_npu_qwen3_5_9b_bf16_1p_gsm8k.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-acc-2-npu-a3")
+register_npu_ci(est_time=2800, suite="nightly-acc-2-npu-a3", nightly=True)
 
 QWEN3_5_9B_ENVS = {
     "SGLANG_SET_CPU_AFFINITY": "1",
diff --git a/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_1p_gpqa.py b/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_1p_gpqa.py
index ca8edf142..a799c97b9 100644
--- a/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_1p_gpqa.py
+++ b/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_1p_gpqa.py
@@ -9,10 +9,13 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    # Measured ~45min/round in CI (2026-08-17 nightly-acc-2-npu-a3).
+    # est_time = 2x single-round so derive_timeout_per_file (1.5x est)
+    # reserves ~3 rounds of budget for accuracy retries.
+    # Normalized to the shared 6500 ladder value for ~42-54min cases.
+    est_time=6500,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_27B_64K_PREFIX_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py b/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
index 30bbc0d75..8ecdc892d 100644
--- a/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
+++ b/test/registered/npu/accuracy/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms_gpqa.py
@@ -9,10 +9,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="full-2-npu-a3",
+    est_time=8400,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_6_27B_3K5_1K5_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_aime26.py b/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_aime26.py
index f2f42d355..a6cf52913 100644
--- a/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_aime26.py
+++ b/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_aime26.py
@@ -8,12 +8,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 )
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(
-    est_time=3600,
-    suite="full-2-npu-a3",
-    nightly=True,
-    disabled="performance testcase",
-)
+register_npu_ci(est_time=6500, suite="nightly-acc-2-npu-a3", nightly=True)
 
 QWEN3_6_35B_A3B_3K5_1K5_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms_aime26.py b/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms_aime26.py
index 66befc0f3..ce81a32b0 100644
--- a/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms_aime26.py
+++ b/test/registered/npu/accuracy/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms_aime26.py
@@ -9,10 +9,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=2800,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_6_35B_A3B_64K_PREFIX_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16_aime25.py b/test/registered/npu/accuracy/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16_aime25.py
index c6e3aaea3..b69a2a499 100644
--- a/test/registered/npu/accuracy/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16_aime25.py
+++ b/test/registered/npu/accuracy/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16_aime25.py
@@ -10,10 +10,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=4800,
+    suite="nightly-acc-4-npu-a3",
     nightly=True,
-    disabled="accuracy testcase",
 )
 
 QWEN3_NEXT_80B_A3B_ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_omni_30b_a3b_thinking/test_npu_qwen3_omni_30b_a3b_thinking_1p_mmmu.py b/test/registered/npu/accuracy/qwen3_omni_30b_a3b_thinking/test_npu_qwen3_omni_30b_a3b_thinking_1p_mmmu.py
index 7bcf21f3b..7a473229d 100644
--- a/test/registered/npu/accuracy/qwen3_omni_30b_a3b_thinking/test_npu_qwen3_omni_30b_a3b_thinking_1p_mmmu.py
+++ b/test/registered/npu/accuracy/qwen3_omni_30b_a3b_thinking/test_npu_qwen3_omni_30b_a3b_thinking_1p_mmmu.py
@@ -9,7 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
+    est_time=4800,
     suite="",
     nightly=True,
     disabled="performance testcase",
diff --git a/test/registered/npu/accuracy/qwen3_vl_30b_a3b/test_npu_qwen3_vl_30b_a3b_bf16_2p_gsm8k.py b/test/registered/npu/accuracy/qwen3_vl_30b_a3b/test_npu_qwen3_vl_30b_a3b_bf16_2p_gsm8k.py
index 0d9e06817..85d43f872 100644
--- a/test/registered/npu/accuracy/qwen3_vl_30b_a3b/test_npu_qwen3_vl_30b_a3b_bf16_2p_gsm8k.py
+++ b/test/registered/npu/accuracy/qwen3_vl_30b_a3b/test_npu_qwen3_vl_30b_a3b_bf16_2p_gsm8k.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-acc-4-npu-a3")
+register_npu_ci(est_time=4800, suite="nightly-acc-4-npu-a3", nightly=True)
 
 QWEN3_VL_30B_A3B_ENVS = {
     "SGLANG_SET_CPU_AFFINITY": "1",
diff --git a/test/registered/npu/accuracy/qwen3_vl_30b_a3b_thinking/test_npu_qwen3_vl_30b_a3b_thinking_1p_mmmu.py b/test/registered/npu/accuracy/qwen3_vl_30b_a3b_thinking/test_npu_qwen3_vl_30b_a3b_thinking_1p_mmmu.py
index 7481faede..d6ee9b7f8 100644
--- a/test/registered/npu/accuracy/qwen3_vl_30b_a3b_thinking/test_npu_qwen3_vl_30b_a3b_thinking_1p_mmmu.py
+++ b/test/registered/npu/accuracy/qwen3_vl_30b_a3b_thinking/test_npu_qwen3_vl_30b_a3b_thinking_1p_mmmu.py
@@ -9,10 +9,9 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
-    est_time=3600,
-    suite="",
+    est_time=8400,
+    suite="nightly-acc-2-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 ENVS = {
diff --git a/test/registered/npu/accuracy/qwen3_vl_8b/test_npu_qwen3_vl_8b_bf16_2p_gsm8k.py b/test/registered/npu/accuracy/qwen3_vl_8b/test_npu_qwen3_vl_8b_bf16_2p_gsm8k.py
index ffca0f1ed..dd1a4769f 100644
--- a/test/registered/npu/accuracy/qwen3_vl_8b/test_npu_qwen3_vl_8b_bf16_2p_gsm8k.py
+++ b/test/registered/npu/accuracy/qwen3_vl_8b/test_npu_qwen3_vl_8b_bf16_2p_gsm8k.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-acc-4-npu-a3")
+register_npu_ci(est_time=4800, suite="nightly-acc-4-npu-a3", nightly=True)
 
 QWEN3_VL_8B_ENVS = {
     "SGLANG_SET_CPU_AFFINITY": "1",
diff --git a/test/registered/npu/accuracy/qwen3_vl_8b_thinking/test_npu_qwen3_vl_8b_thinking_1p_mmmu.py b/test/registered/npu/accuracy/qwen3_vl_8b_thinking/test_npu_qwen3_vl_8b_thinking_1p_mmmu.py
index 1cfefbc1f..8c5aa85d3 100644
--- a/test/registered/npu/accuracy/qwen3_vl_8b_thinking/test_npu_qwen3_vl_8b_thinking_1p_mmmu.py
+++ b/test/registered/npu/accuracy/qwen3_vl_8b_thinking/test_npu_qwen3_vl_8b_thinking_1p_mmmu.py
@@ -10,6 +10,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-2-npu-a3")
+register_npu_ci(est_time=6500, suite="nightly-acc-2-npu-a3", nightly=True)
 
 _is_pr_pipeline = os.environ.get("GITHUB_EVENT_NAME") == "pull_request"
 
diff --git a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache.py b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache.py
index 93a0a25e8..011240353 100644
--- a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache.py
+++ b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache.py
@@ -12,7 +12,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestNPUHierarchicalCache(CustomTestCase):
diff --git a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mla.py b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mla.py
index 8e38fafb6..1553cb34b 100644
--- a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mla.py
+++ b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mla.py
@@ -10,7 +10,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-16-npu-a3",
+    suite="full-16-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mutually_exclusive.py b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mutually_exclusive.py
index 1f29db1ac..fc3cf62c0 100644
--- a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mutually_exclusive.py
+++ b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_mutually_exclusive.py
@@ -12,7 +12,7 @@ from sglang.test.test_utils import (
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_ttft_mha.py b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_ttft_mha.py
index 0189eae1a..57493b5c1 100644
--- a/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_ttft_mha.py
+++ b/test/registered/npu/basic_function/HiCache/test_npu_hierarchical_cache_ttft_mha.py
@@ -9,7 +9,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-2-npu-a3",
+    suite="full-2-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/HiCache/test_npu_radix_cache.py b/test/registered/npu/basic_function/HiCache/test_npu_radix_cache.py
index ff5fc4e5e..aa99bc4f5 100644
--- a/test/registered/npu/basic_function/HiCache/test_npu_radix_cache.py
+++ b/test/registered/npu/basic_function/HiCache/test_npu_radix_cache.py
@@ -12,7 +12,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestNPURadixCache(CustomTestCase):
diff --git a/test/registered/npu/basic_function/dllm/test_npu_llada2_mini.py b/test/registered/npu/basic_function/dllm/test_npu_llada2_mini.py
index dc55d5565..e34ee4b93 100644
--- a/test/registered/npu/basic_function/dllm/test_npu_llada2_mini.py
+++ b/test/registered/npu/basic_function/dllm/test_npu_llada2_mini.py
@@ -11,7 +11,7 @@ from sglang.test.test_utils import (
 )
 
 register_npu_ci(est_time=400, suite="base-b-test-4-npu-a3")
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
 
 
 class TestLLaDA2Mini(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/basic_function/memory_and_scheduling/test_npu_no_chunked_prefill.py b/test/registered/npu/basic_function/memory_and_scheduling/test_npu_no_chunked_prefill.py
index 3127674da..f5d28eae5 100644
--- a/test/registered/npu/basic_function/memory_and_scheduling/test_npu_no_chunked_prefill.py
+++ b/test/registered/npu/basic_function/memory_and_scheduling/test_npu_no_chunked_prefill.py
@@ -13,7 +13,7 @@ from sglang.test.test_utils import (
     run_bench_serving,
 )
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestNoChunkedPrefill(CustomTestCase):
diff --git a/test/registered/npu/basic_function/offloading/test_npu_offload_modes.py b/test/registered/npu/basic_function/offloading/test_npu_offload_modes.py
index f69e801af..fd29cdb57 100644
--- a/test/registered/npu/basic_function/offloading/test_npu_offload_modes.py
+++ b/test/registered/npu/basic_function/offloading/test_npu_offload_modes.py
@@ -13,7 +13,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=800, suite="nightly-2-npu-a3", nightly=True)
+register_npu_ci(est_time=800, suite="full-2-npu-a3", nightly=True)
 
 TEST_MODEL_MATRIX = {
     DEEPSEEK_CODER_V2_LITE_WEIGHTS_PATH,
diff --git a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_deepseek_v3_2_w8a8.py b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_deepseek_v3_2_w8a8.py
index a09963d70..2952a766c 100644
--- a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_deepseek_v3_2_w8a8.py
+++ b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_deepseek_v3_2_w8a8.py
@@ -7,7 +7,7 @@ from sglang.test.ascend.test_mmlu import TestMMLU
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-16-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-16-npu-a3", nightly=True)
 
 
 class TestDeepEpDeepseekV32(GSM8KAscendMixin, TestMMLU, CustomTestCase):
diff --git a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_480b.py b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_480b.py
index 166641984..d7adbac6e 100644
--- a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_480b.py
+++ b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_480b.py
@@ -9,7 +9,7 @@ from sglang.test.ascend.test_mmlu import TestMMLU
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=200, suite="nightly-16-npu-a3", nightly=True)
+register_npu_ci(est_time=200, suite="full-16-npu-a3", nightly=True)
 
 
 class TestDeepEpQwen(GSM8KAscendMixin, TestMMLU, CustomTestCase):
diff --git a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_next.py b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_next.py
index 8c3db8099..76f3870e5 100644
--- a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_next.py
+++ b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_auto_qwen3_next.py
@@ -11,7 +11,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=200,
-    suite="nightly-8-npu-a3",
+    suite="full-8-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_deepseek_v3_2_w8a8.py b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_deepseek_v3_2_w8a8.py
index c7e2563e3..6d5607ab2 100644
--- a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_deepseek_v3_2_w8a8.py
+++ b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_deepseek_v3_2_w8a8.py
@@ -7,7 +7,7 @@ from sglang.test.ascend.test_mmlu import TestMMLU
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=200, suite="nightly-16-npu-a3", nightly=True)
+register_npu_ci(est_time=200, suite="full-16-npu-a3", nightly=True)
 
 
 class TestDeepEpDeepseekV32(GSM8KAscendMixin, TestMMLU, CustomTestCase):
diff --git a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_480b.py b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_480b.py
index 54ababf38..bdfcd4f03 100644
--- a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_480b.py
+++ b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_480b.py
@@ -9,7 +9,7 @@ from sglang.test.ascend.test_mmlu import TestMMLU
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=200, suite="nightly-16-npu-a3", nightly=True)
+register_npu_ci(est_time=200, suite="full-16-npu-a3", nightly=True)
 
 
 class TestDeepEpQwen(GSM8KAscendMixin, TestMMLU, CustomTestCase):
diff --git a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_next.py b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_next.py
index e1b804c1e..51f905a04 100644
--- a/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_next.py
+++ b/test/registered/npu/basic_function/parallel_strategy/expert_parallelism/test_npu_deepep_low_latency_qwen3_next.py
@@ -11,7 +11,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=200,
-    suite="nightly-8-npu-a3",
+    suite="full-8-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/parameter/test_npu_fim_completion.py b/test/registered/npu/basic_function/parameter/test_npu_fim_completion.py
index 1bd45a68d..c335320a2 100644
--- a/test/registered/npu/basic_function/parameter/test_npu_fim_completion.py
+++ b/test/registered/npu/basic_function/parameter/test_npu_fim_completion.py
@@ -18,7 +18,7 @@ from sglang.test.test_utils import (
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/parameter/test_npu_log_level.py b/test/registered/npu/basic_function/parameter/test_npu_log_level.py
index 63e49bcf8..d99d8da0c 100644
--- a/test/registered/npu/basic_function/parameter/test_npu_log_level.py
+++ b/test/registered/npu/basic_function/parameter/test_npu_log_level.py
@@ -13,7 +13,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestLogLevel(CustomTestCase):
diff --git a/test/registered/npu/basic_function/parameter/test_npu_no_overlap_scheduler.py b/test/registered/npu/basic_function/parameter/test_npu_no_overlap_scheduler.py
index 27c46a5ef..84a8ea744 100644
--- a/test/registered/npu/basic_function/parameter/test_npu_no_overlap_scheduler.py
+++ b/test/registered/npu/basic_function/parameter/test_npu_no_overlap_scheduler.py
@@ -5,7 +5,7 @@ from sglang.test.test_utils import CustomTestCase, run_mmlu_test
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/parameter/test_npu_original_logprobs.py b/test/registered/npu/basic_function/parameter/test_npu_original_logprobs.py
index e60b88909..375751bde 100644
--- a/test/registered/npu/basic_function/parameter/test_npu_original_logprobs.py
+++ b/test/registered/npu/basic_function/parameter/test_npu_original_logprobs.py
@@ -46,7 +46,7 @@ if torch.cuda.is_available():
     torch.backends.cuda.matmul.allow_tf32 = False
     torch.backends.cudnn.allow_tf32 = False
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestOriginalLogprob(unittest.TestCase):
diff --git a/test/registered/npu/basic_function/parameter/test_npu_warmups.py b/test/registered/npu/basic_function/parameter/test_npu_warmups.py
index d6d7fa3fe..0852ec24d 100644
--- a/test/registered/npu/basic_function/parameter/test_npu_warmups.py
+++ b/test/registered/npu/basic_function/parameter/test_npu_warmups.py
@@ -14,7 +14,7 @@ from sglang.test.test_utils import (
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-4-npu-a3",
+    suite="full-4-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/basic_function/quant/test_npu_gguf.py b/test/registered/npu/basic_function/quant/test_npu_gguf.py
index c02412e01..a81d367f6 100644
--- a/test/registered/npu/basic_function/quant/test_npu_gguf.py
+++ b/test/registered/npu/basic_function/quant/test_npu_gguf.py
@@ -14,7 +14,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=300, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=300, suite="full-1-npu-a3", nightly=True)
 
 logger = logging.getLogger(__name__)
 
diff --git a/test/registered/npu/basic_function/quant/test_npu_gguf_moe.py b/test/registered/npu/basic_function/quant/test_npu_gguf_moe.py
index 25f6a0d97..9b7ffa31c 100644
--- a/test/registered/npu/basic_function/quant/test_npu_gguf_moe.py
+++ b/test/registered/npu/basic_function/quant/test_npu_gguf_moe.py
@@ -16,7 +16,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=500, suite="nightly-2-npu-a3", nightly=True)
+register_npu_ci(est_time=500, suite="full-2-npu-a3", nightly=True)
 
 logger = logging.getLogger(__name__)
 
diff --git a/test/registered/npu/interface/test_npu_api_abort_request.py b/test/registered/npu/interface/test_npu_api_abort_request.py
index 4a5baaef7..7e62c4d6d 100644
--- a/test/registered/npu/interface/test_npu_api_abort_request.py
+++ b/test/registered/npu/interface/test_npu_api_abort_request.py
@@ -22,7 +22,7 @@ def send_requests(url, **kwargs):
     responses.append(response)
 
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestNpuApi(CustomTestCase):
diff --git a/test/registered/npu/interface/test_npu_api_encode.py b/test/registered/npu/interface/test_npu_api_encode.py
index 800d774c8..0723d0174 100644
--- a/test/registered/npu/interface/test_npu_api_encode.py
+++ b/test/registered/npu/interface/test_npu_api_encode.py
@@ -20,7 +20,7 @@ logging.basicConfig(
 )
 logger = logging.getLogger(__name__)
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestNpuApi(CustomTestCase):
diff --git a/test/registered/npu/interface/test_npu_enable_thinking.py b/test/registered/npu/interface/test_npu_enable_thinking.py
index f2db5b567..edb61820e 100644
--- a/test/registered/npu/interface/test_npu_enable_thinking.py
+++ b/test/registered/npu/interface/test_npu_enable_thinking.py
@@ -15,7 +15,7 @@ from sglang.test.test_utils import (
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-2-npu-a3",
+    suite="full-2-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/interface/test_npu_matched_stop.py b/test/registered/npu/interface/test_npu_matched_stop.py
index 5dcf40ff5..d679290cf 100644
--- a/test/registered/npu/interface/test_npu_matched_stop.py
+++ b/test/registered/npu/interface/test_npu_matched_stop.py
@@ -19,7 +19,7 @@ Each section should be as comprehensive as possible to create a rich and immersi
 The story should span multiple events, challenges, and character developments over time. Aim to make the story at least 3,000 words long.
 """
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestMatchedStop(CustomTestCase):
diff --git a/test/registered/npu/interface/test_npu_openai_function_calling.py b/test/registered/npu/interface/test_npu_openai_function_calling.py
index fbecc981f..daea9486b 100644
--- a/test/registered/npu/interface/test_npu_openai_function_calling.py
+++ b/test/registered/npu/interface/test_npu_openai_function_calling.py
@@ -16,7 +16,7 @@ from sglang.test.test_utils import (
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/interface/test_npu_openai_server_ignore_eos.py b/test/registered/npu/interface/test_npu_openai_server_ignore_eos.py
index 0fee4ecac..9ae4aa388 100644
--- a/test/registered/npu/interface/test_npu_openai_server_ignore_eos.py
+++ b/test/registered/npu/interface/test_npu_openai_server_ignore_eos.py
@@ -13,7 +13,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=400, suite="nightly-2-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-2-npu-a3", nightly=True)
 
 
 class TestOpenAIServerIgnoreEOS(CustomTestCase):
diff --git a/test/registered/npu/interface/test_npu_penalty.py b/test/registered/npu/interface/test_npu_penalty.py
index f8c3f9dec..0b0720cef 100644
--- a/test/registered/npu/interface/test_npu_penalty.py
+++ b/test/registered/npu/interface/test_npu_penalty.py
@@ -15,7 +15,7 @@ from sglang.test.test_utils import (
     popen_launch_server,
 )
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestPenalty(CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_ascend_dbrx_instruct.py b/test/registered/npu/llm_models/test_ascend_dbrx_instruct.py
index 189e9fe90..3ae7bb19f 100644
--- a/test/registered/npu/llm_models/test_ascend_dbrx_instruct.py
+++ b/test/registered/npu/llm_models/test_ascend_dbrx_instruct.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.gsm8k_ascend_mixin import GSM8KAscendMixin
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-8-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-8-npu-a3", nightly=True)
 
 
 class TestDbrx(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_ascend_minimax_m2.py b/test/registered/npu/llm_models/test_ascend_minimax_m2.py
index 6f9db9508..4160c140c 100644
--- a/test/registered/npu/llm_models/test_ascend_minimax_m2.py
+++ b/test/registered/npu/llm_models/test_ascend_minimax_m2.py
@@ -7,7 +7,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-8-npu-a3",
+    suite="full-8-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/llm_models/test_ascend_trinity_mini.py b/test/registered/npu/llm_models/test_ascend_trinity_mini.py
index a8fb1d316..00cdb9b6c 100644
--- a/test/registered/npu/llm_models/test_ascend_trinity_mini.py
+++ b/test/registered/npu/llm_models/test_ascend_trinity_mini.py
@@ -7,7 +7,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-2-npu-a3",
+    suite="full-2-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/llm_models/test_npu_baichuan2_13b_chat.py b/test/registered/npu/llm_models/test_npu_baichuan2_13b_chat.py
index 34c7732f2..19cc857d0 100644
--- a/test/registered/npu/llm_models/test_npu_baichuan2_13b_chat.py
+++ b/test/registered/npu/llm_models/test_npu_baichuan2_13b_chat.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import BAICHUAN2_13B_CHAT_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestBaichuan(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_chatglm2_6b.py b/test/registered/npu/llm_models/test_npu_chatglm2_6b.py
index 9681219bf..92a430db3 100644
--- a/test/registered/npu/llm_models/test_npu_chatglm2_6b.py
+++ b/test/registered/npu/llm_models/test_npu_chatglm2_6b.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import CHATGLM2_6B_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestChatGlm2(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_deepseek_v3_2_exp_w8a8.py b/test/registered/npu/llm_models/test_npu_deepseek_v3_2_exp_w8a8.py
index 7cf589196..aa2d54675 100644
--- a/test/registered/npu/llm_models/test_npu_deepseek_v3_2_exp_w8a8.py
+++ b/test/registered/npu/llm_models/test_npu_deepseek_v3_2_exp_w8a8.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import DEEPSEEK_V3_2_EXP_W8A8_WEIGHTS_
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-16-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-16-npu-a3", nightly=True)
 
 
 class TestDeepSeekV32(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_gemma_3_4b_it_llm.py b/test/registered/npu/llm_models/test_npu_gemma_3_4b_it_llm.py
index 293deb22f..04debcfb2 100644
--- a/test/registered/npu/llm_models/test_npu_gemma_3_4b_it_llm.py
+++ b/test/registered/npu/llm_models/test_npu_gemma_3_4b_it_llm.py
@@ -7,7 +7,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/llm_models/test_npu_glm4_9b_chat.py b/test/registered/npu/llm_models/test_npu_glm4_9b_chat.py
index e19eb3105..4864ca0ff 100644
--- a/test/registered/npu/llm_models/test_npu_glm4_9b_chat.py
+++ b/test/registered/npu/llm_models/test_npu_glm4_9b_chat.py
@@ -7,7 +7,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/llm_models/test_npu_internlm2_7b.py b/test/registered/npu/llm_models/test_npu_internlm2_7b.py
index 0f319cfad..3812e5234 100644
--- a/test/registered/npu/llm_models/test_npu_internlm2_7b.py
+++ b/test/registered/npu/llm_models/test_npu_internlm2_7b.py
@@ -8,7 +8,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/llm_models/test_npu_llama4_scount_17b_16e.py b/test/registered/npu/llm_models/test_npu_llama4_scount_17b_16e.py
index d7a40d6a1..c7dca88b3 100644
--- a/test/registered/npu/llm_models/test_npu_llama4_scount_17b_16e.py
+++ b/test/registered/npu/llm_models/test_npu_llama4_scount_17b_16e.py
@@ -7,7 +7,7 @@ from sglang.test.ascend.test_ascend_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestLlama4(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_llama_2_7b.py b/test/registered/npu/llm_models/test_npu_llama_2_7b.py
index 1391d5482..579aea704 100644
--- a/test/registered/npu/llm_models/test_npu_llama_2_7b.py
+++ b/test/registered/npu/llm_models/test_npu_llama_2_7b.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import LLAMA_2_7B_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestLlama(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_llama_2_7b_communications_compression.py b/test/registered/npu/llm_models/test_npu_llama_2_7b_communications_compression.py
index e7b7fe361..0c8374d54 100644
--- a/test/registered/npu/llm_models/test_npu_llama_2_7b_communications_compression.py
+++ b/test/registered/npu/llm_models/test_npu_llama_2_7b_communications_compression.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import LLAMA_2_7B_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-2-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-2-npu-a3", nightly=True)
 
 
 class TestLlama(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_minicpm3_4b.py b/test/registered/npu/llm_models/test_npu_minicpm3_4b.py
index 21b00a651..362bbb9b3 100644
--- a/test/registered/npu/llm_models/test_npu_minicpm3_4b.py
+++ b/test/registered/npu/llm_models/test_npu_minicpm3_4b.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import MINICPM3_4B_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestMiniCPM3(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_mistral_7b.py b/test/registered/npu/llm_models/test_npu_mistral_7b.py
index f13790134..5c5e41b0a 100644
--- a/test/registered/npu/llm_models/test_npu_mistral_7b.py
+++ b/test/registered/npu/llm_models/test_npu_mistral_7b.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import MISTRAL_7B_INSTRUCT_V0_2_WEIGHT
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestMistral7B(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_phi_4_multimodal_llm.py b/test/registered/npu/llm_models/test_npu_phi_4_multimodal_llm.py
index 19b1e327d..7fcafaee9 100644
--- a/test/registered/npu/llm_models/test_npu_phi_4_multimodal_llm.py
+++ b/test/registered/npu/llm_models/test_npu_phi_4_multimodal_llm.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import PHI_4_MULTIMODAL_INSTRUCT_WEIGH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestPhi4(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_qwen3_0_6b.py b/test/registered/npu/llm_models/test_npu_qwen3_0_6b.py
index a1ba1cb5e..49805c0c5 100644
--- a/test/registered/npu/llm_models/test_npu_qwen3_0_6b.py
+++ b/test/registered/npu/llm_models/test_npu_qwen3_0_6b.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN3_0_6B_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestQwen306B(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_qwen3_235b_a22b_w8a8.py b/test/registered/npu/llm_models/test_npu_qwen3_235b_a22b_w8a8.py
index 944a0bc7c..43b1d1088 100644
--- a/test/registered/npu/llm_models/test_npu_qwen3_235b_a22b_w8a8.py
+++ b/test/registered/npu/llm_models/test_npu_qwen3_235b_a22b_w8a8.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN3_235B_A22B_W8A8_WEIGHTS_PA
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-8-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-8-npu-a3", nightly=True)
 
 
 class TestQwen3235BA22BW8A8(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_qwen3_30b.py b/test/registered/npu/llm_models/test_npu_qwen3_30b.py
index 3204aab07..cdda7659a 100644
--- a/test/registered/npu/llm_models/test_npu_qwen3_30b.py
+++ b/test/registered/npu/llm_models/test_npu_qwen3_30b.py
@@ -7,7 +7,7 @@ from sglang.test.ascend.test_ascend_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-2-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-2-npu-a3", nightly=True)
 
 
 class TestQwen330B(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_qwen3_30b_attn_cp.py b/test/registered/npu/llm_models/test_npu_qwen3_30b_attn_cp.py
index 201b85b50..b16b0d174 100644
--- a/test/registered/npu/llm_models/test_npu_qwen3_30b_attn_cp.py
+++ b/test/registered/npu/llm_models/test_npu_qwen3_30b_attn_cp.py
@@ -6,7 +6,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN3_30B_A3B_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=500, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=500, suite="full-4-npu-a3", nightly=True)
 
 
 class TestQwen330BAttnCP(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_qwen3_32b.py b/test/registered/npu/llm_models/test_npu_qwen3_32b.py
index b6d638d92..08e638f44 100644
--- a/test/registered/npu/llm_models/test_npu_qwen3_32b.py
+++ b/test/registered/npu/llm_models/test_npu_qwen3_32b.py
@@ -7,7 +7,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-4-npu-a3",
+    suite="full-4-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/llm_models/test_npu_qwen3_8b_communications_quantization.py b/test/registered/npu/llm_models/test_npu_qwen3_8b_communications_quantization.py
index 6f8d0f5b3..b103d3724 100644
--- a/test/registered/npu/llm_models/test_npu_qwen3_8b_communications_quantization.py
+++ b/test/registered/npu/llm_models/test_npu_qwen3_8b_communications_quantization.py
@@ -5,7 +5,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN3_8B_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-2-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-2-npu-a3", nightly=True)
 
 
 class TestQwen38BCommQuantization(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/llm_models/test_npu_qwen3_coder_480b_a35b.py b/test/registered/npu/llm_models/test_npu_qwen3_coder_480b_a35b.py
index ada30cf75..bdc33d567 100644
--- a/test/registered/npu/llm_models/test_npu_qwen3_coder_480b_a35b.py
+++ b/test/registered/npu/llm_models/test_npu_qwen3_coder_480b_a35b.py
@@ -9,7 +9,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-16-npu-a3",
+    suite="full-16-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/llm_models/test_npu_qwq_32b_w8a8.py b/test/registered/npu/llm_models/test_npu_qwq_32b_w8a8.py
index 4a394b808..2f3d2b968 100644
--- a/test/registered/npu/llm_models/test_npu_qwq_32b_w8a8.py
+++ b/test/registered/npu/llm_models/test_npu_qwq_32b_w8a8.py
@@ -6,7 +6,7 @@ from sglang.test.ascend.test_ascend_utils import QWQ_32B_W8A8_WEIGHTS_PATH
 from sglang.test.ci.ci_register import register_npu_ci
 from sglang.test.test_utils import CustomTestCase
 
-register_npu_ci(est_time=400, suite="nightly-2-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-2-npu-a3", nightly=True)
 
 
 class TestQWQ32BW8A8(GSM8KAscendMixin, CustomTestCase):
diff --git a/test/registered/npu/performance/deepseek_v4_flash/test_npu_deepseek_v4_flash_w8a8_8p_in8k_out1k_50ms.py b/test/registered/npu/performance/deepseek_v4_flash/test_npu_deepseek_v4_flash_w8a8_8p_in8k_out1k_50ms.py
index e8ae7403d..6ca06051c 100644
--- a/test/registered/npu/performance/deepseek_v4_flash/test_npu_deepseek_v4_flash_w8a8_8p_in8k_out1k_50ms.py
+++ b/test/registered/npu/performance/deepseek_v4_flash/test_npu_deepseek_v4_flash_w8a8_8p_in8k_out1k_50ms.py
@@ -8,7 +8,8 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 )
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=3600, suite="base-c-test-perf-16-npu-a3")
+register_npu_ci(est_time=1200, suite="base-c-test-perf-16-npu-a3")
+register_npu_ci(est_time=1200, suite="nightly-perf-16-npu-a3", nightly=True)
 
 # Environment variables for DSV4-Flash single-node PD-mix deployment.
 DEEPSEEK_V4_FLASH_W8A8_8P_ENVS = {
@@ -55,7 +56,7 @@ DEEPSEEK_V4_FLASH_W8A8_8P_OTHER_ARGS = [
     "--watchdog-timeout",
     9000,
     "--mem-fraction-static",
-    0.7,
+    0.6,
     "--prefill-max-requests",
     2,
     "--disable-radix-cache",
diff --git a/test/registered/npu/performance/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms.py b/test/registered/npu/performance/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms.py
index 59bf7ec5d..634e49e36 100644
--- a/test/registered/npu/performance/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms.py
+++ b/test/registered/npu/performance/glm5_1/test_npu_glm5_1_w4a8_1p1d_32p_in64k_out1k_50ms.py
@@ -70,7 +70,7 @@ GLM_5_1_PD_SEP_PREFILL_ARGS = [
     "--served-model-name",
     "glm-5",
     "--chunked-prefill-size",
-    16384,
+    32768,
     "--max-prefill-tokens",
     180000,
     "--moe-a2a-backend",
@@ -151,6 +151,14 @@ GLM_5_1_PD_SEP_DECODE_ARGS = [
     "glm45",
     "--tool-call-parser",
     "glm47",
+    "--speculative-algorithm",
+    "NEXTN",
+    "--speculative-num-steps",
+    3,
+    "--speculative-eagle-topk",
+    1,
+    "--speculative-num-draft-tokens",
+    4,
 ]
 
 GLM_5_1_PD_SEP_MODEL_CONFIG = {
@@ -171,8 +179,8 @@ class TestNPUGLM5_1_W4A8_PD_SEP_In3k5_Out1k5(TestNpuPerfMultiNodePdSepTestCaseBa
     benchmark_tool = BENCHMARK_TOOL_DEFAULT
     dataset_type = AISBENCHMARK_DATASET_DEFAULT
     dataset_name = "random"
-    max_concurrency = 1
-    num_prompts = 1
+    max_concurrency = 32
+    num_prompts = 64
     input_len = 65536
     output_len = 1024
     random_range_ratio = 1
diff --git a/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms.py b/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms.py
index 18e2d0504..b3fad7885 100644
--- a/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms.py
+++ b/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_16p_in64k_out1k_100ms.py
@@ -12,7 +12,7 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=1800,
-    suite="nightly-8-npu-a3",
+    suite="full-8-npu-a3",
     nightly=True,
     disabled="Currently it is executed by the npu performance workflow.",
 )
diff --git a/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_8p_in3k5_out1k5_20ms.py b/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_8p_in3k5_out1k5_20ms.py
index d8b798cb6..dea5d7736 100644
--- a/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_8p_in3k5_out1k5_20ms.py
+++ b/test/registered/npu/performance/kimi_k2_6/test_npu_kimi_k2_6_w4a8_8p_in3k5_out1k5_20ms.py
@@ -10,7 +10,8 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 )
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=1800, suite="base-c-test-perf-16-npu-a3")
+register_npu_ci(est_time=1200, suite="base-c-test-perf-16-npu-a3")
+register_npu_ci(est_time=1200, suite="nightly-perf-16-npu-a3", nightly=True)
 
 KIMI_K2_6_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms.py b/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms.py
index b5b0f4495..ab454ee57 100644
--- a/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms.py
+++ b/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_4p_in64k_out1k_prefix90_50ms.py
@@ -10,6 +10,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-8-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-8-npu-a3", nightly=True)
 
 MINIMAX_M2_5_W8A8_4P_IN64K_OUT1K_PREFIX90_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms.py
index fa395166b..d60fb67c7 100644
--- a/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/minimax_m2_5/test_npu_minimax_m2_5_w8a8_8p_in3k5_out1k5_50ms.py
@@ -12,9 +12,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="full-16-npu-a3",
+    suite="nightly-perf-16-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 MINIMAX_M2_5_HIGH_THROUGHPUT_ENVS = {
diff --git a/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms.py
index f14459056..9eb0bc744 100644
--- a/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in3k5_out1k5_50ms.py
@@ -10,6 +10,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-2-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-2-npu-a3", nightly=True)
 
 QWEN3_8B_ENVS = {
     "SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT": "600",
diff --git a/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16.py b/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16.py
index 592b806f3..7e92f9d19 100644
--- a/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16.py
+++ b/test/registered/npu/performance/qwen3-8b/test_npu_qwen3_8b_w8a8_1p_in6k_out1k5_bs16.py
@@ -9,9 +9,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-perf-2-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_8B_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_235b_a22b/test_npu_qwen3_235b_w8a8_8p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/qwen3_235b_a22b/test_npu_qwen3_235b_w8a8_8p_in3k5_out1k5_50ms.py
index 1362bf032..780bdfb3f 100644
--- a/test/registered/npu/performance/qwen3_235b_a22b/test_npu_qwen3_235b_w8a8_8p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/qwen3_235b_a22b/test_npu_qwen3_235b_w8a8_8p_in3k5_out1k5_50ms.py
@@ -10,6 +10,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-16-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-16-npu-a3", nightly=True)
 
 QWEN3_235B_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms.py
index 4c0f4a029..f5e67f18b 100644
--- a/test/registered/npu/performance/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/qwen3_30b_a3b/test_npu_qwen3_30b_w8a8_1p_in3k5_out1k5_50ms.py
@@ -10,6 +10,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-2-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-2-npu-a3", nightly=True)
 
 QWEN3_30B_A3B_ENVS = {
     "ASCEND_LAUNCH_BLOCKING": "0",
diff --git a/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_bf16_8p_in18k_out4k_6ms.py b/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_bf16_8p_in18k_out4k_6ms.py
index 835c93fe8..5b96b211a 100644
--- a/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_bf16_8p_in18k_out4k_6ms.py
+++ b/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_bf16_8p_in18k_out4k_6ms.py
@@ -11,9 +11,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-perf-16-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_32B_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms.py
index a3bb52bed..5ca08a877 100644
--- a/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms.py
@@ -10,6 +10,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-4-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-4-npu-a3", nightly=True)
 
 QWEN3_32B_ENVS = {
     "SGLANG_DISAGGREGATION_BOOTSTRAP_TIMEOUT": "600",
diff --git a/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_a2.py b/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_a2.py
index dd012b889..7742c900f 100644
--- a/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_a2.py
+++ b/test/registered/npu/performance/qwen3_32b/test_npu_qwen3_32b_w8a8_2p_in3k5_out1k5_50ms_a2.py
@@ -11,9 +11,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-1-npu-a2",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_32B_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_5_397b/test_npu_qwen3_5_397b_w4a8_8p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/qwen3_5_397b/test_npu_qwen3_5_397b_w4a8_8p_in3k5_out1k5_50ms.py
index c77ef4810..69f487b4e 100644
--- a/test/registered/npu/performance/qwen3_5_397b/test_npu_qwen3_5_397b_w4a8_8p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/qwen3_5_397b/test_npu_qwen3_5_397b_w4a8_8p_in3k5_out1k5_50ms.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-16-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-16-npu-a3", nightly=True)
 
 QWEN3_5_397B_A17B_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1024x1024_30_out1024_50ms.py b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1024x1024_30_out1024_50ms.py
index a04e3c422..63daf043b 100644
--- a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1024x1024_30_out1024_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1024x1024_30_out1024_50ms.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-2-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-2-npu-a3", nightly=True)
 
 QWEN3_6_27B_1024_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1080p_30_out256_50ms.py b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1080p_30_out256_50ms.py
index 08e9bc143..bd90e0ffe 100644
--- a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1080p_30_out256_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_1p_in1080p_30_out256_50ms.py
@@ -10,9 +10,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="full-2-npu-a3",
+    suite="nightly-perf-2-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_27B_1080P_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_2p_in64k_out1k_prefix90_50ms.py b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_2p_in64k_out1k_prefix90_50ms.py
index 7e06a9608..1ab4e74f4 100644
--- a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_2p_in64k_out1k_prefix90_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_2p_in64k_out1k_prefix90_50ms.py
@@ -9,9 +9,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-perf-4-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_27B_64K_PREFIX_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms.py
index 92764ae9f..dec90357e 100644
--- a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in3k5_out1k5_50ms.py
@@ -10,9 +10,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="full-2-npu-a3",
+    suite="nightly-perf-2-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_27B_3K5_1K5_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in64k_out1k_50ms.py b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in64k_out1k_50ms.py
index 14b869e4c..aff01ed9f 100644
--- a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in64k_out1k_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_1p_in64k_out1k_50ms.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-2-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-4-npu-a3", nightly=True)
 
 QWEN3_6_27B_64K_1K_ENVS = {
     "STREAMS_PER_DEVICE": "32",
diff --git a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in128k_out1k_50ms.py b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in128k_out1k_50ms.py
index 170da0d6f..062273708 100644
--- a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in128k_out1k_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in128k_out1k_50ms.py
@@ -10,9 +10,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-perf-4-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_27B_128K_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in16k_out1k_50ms.py b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in16k_out1k_50ms.py
index d1e823bcd..5d8eb24ac 100644
--- a/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in16k_out1k_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_27b/test_npu_qwen3_6_27b_w8a8_2p_in16k_out1k_50ms.py
@@ -10,9 +10,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-perf-4-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_27B_16K_1k_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_50ms.py b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_50ms.py
index 80edd0221..6a9600b4a 100644
--- a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_50ms.py
@@ -10,9 +10,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-perf-2-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_35B_A3B_128K_1K_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_prefix90_50ms.py b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_prefix90_50ms.py
index 4827fa521..70f1f4174 100644
--- a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_prefix90_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in128k_out1k_prefix90_50ms.py
@@ -9,9 +9,8 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=3600,
-    suite="",
+    suite="nightly-perf-2-npu-a3",
     nightly=True,
-    disabled="performance testcase",
 )
 
 QWEN3_6_35B_A3B_128K_PREFIX_ENVS = {
diff --git a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in3k5_out1k5_50ms.py b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in3k5_out1k5_50ms.py
index 3280f63ba..e23edefeb 100644
--- a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in3k5_out1k5_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in3k5_out1k5_50ms.py
@@ -8,12 +8,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 )
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(
-    est_time=3600,
-    suite="full-2-npu-a3",
-    nightly=True,
-    disabled="performance testcase",
-)
+register_npu_ci(est_time=3600, suite="nightly-perf-2-npu-a3", nightly=True)
 
 QWEN3_6_35B_A3B_3K5_1K5_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_50ms.py b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_50ms.py
index eb88d7f1c..034014d00 100644
--- a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_50ms.py
@@ -8,12 +8,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 )
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(
-    est_time=3600,
-    suite="full-2-npu-a3",
-    nightly=True,
-    disabled="performance testcase",
-)
+register_npu_ci(est_time=3600, suite="nightly-perf-2-npu-a3", nightly=True)
 
 QWEN3_6_35B_A3B_64K_1K_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms.py b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms.py
index cd191e7a4..c803d6fbc 100644
--- a/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms.py
+++ b/test/registered/npu/performance/qwen3_6_35b_a3b/test_npu_qwen3_6_35b_a3b_1p_in64k_out1k_prefix90_50ms.py
@@ -9,6 +9,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-2-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-2-npu-a3", nightly=True)
 
 QWEN3_6_35B_A3B_64K_PREFIX_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/performance/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16.py b/test/registered/npu/performance/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16.py
index 155ed324a..f1f69862b 100644
--- a/test/registered/npu/performance/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16.py
+++ b/test/registered/npu/performance/qwen3_next_80b_a3b_instruct/test_npu_qwen3_next_80b_w8a8_2p_in6k_out1k5_bs16.py
@@ -8,6 +8,7 @@ from sglang.test.ascend.e2e.test_npu_performance_utils import (
 from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(est_time=3600, suite="base-c-test-perf-4-npu-a3")
+register_npu_ci(est_time=3600, suite="nightly-perf-4-npu-a3", nightly=True)
 
 QWEN3_NEXT_80B_A3B_ENVS = {
     "PYTORCH_NPU_ALLOC_CONF": "expandable_segments:True",
diff --git a/test/registered/npu/rerank_models/test_npu_bge_reranker_v2_m3.py b/test/registered/npu/rerank_models/test_npu_bge_reranker_v2_m3.py
index 800a2f824..8b552741a 100644
--- a/test/registered/npu/rerank_models/test_npu_bge_reranker_v2_m3.py
+++ b/test/registered/npu/rerank_models/test_npu_bge_reranker_v2_m3.py
@@ -10,7 +10,7 @@ from sglang.test.test_utils import CustomTestCase
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-1-npu-a3",
+    suite="full-1-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/test_npu_memory_consumption.py b/test/registered/npu/test_npu_memory_consumption.py
index 99d30d22a..b9dd8b0f6 100644
--- a/test/registered/npu/test_npu_memory_consumption.py
+++ b/test/registered/npu/test_npu_memory_consumption.py
@@ -19,7 +19,7 @@ from sglang.test.test_utils import (
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-2-npu-a3",
+    suite="full-2-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/vlm_models/test_ascend_glm_4_5v.py b/test/registered/npu/vlm_models/test_ascend_glm_4_5v.py
index ec28a57e0..c8447a7c2 100644
--- a/test/registered/npu/vlm_models/test_ascend_glm_4_5v.py
+++ b/test/registered/npu/vlm_models/test_ascend_glm_4_5v.py
@@ -3,7 +3,7 @@ import unittest
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-8-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-8-npu-a3", nightly=True)
 
 
 class TestGLM4Models(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_deepseek_vl2.py b/test/registered/npu/vlm_models/test_npu_deepseek_vl2.py
index 32f08ad17..27ae7dedc 100644
--- a/test/registered/npu/vlm_models/test_npu_deepseek_vl2.py
+++ b/test/registered/npu/vlm_models/test_npu_deepseek_vl2.py
@@ -6,7 +6,7 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-4-npu-a3",
+    suite="full-4-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/vlm_models/test_npu_gemma_3_4b_it.py b/test/registered/npu/vlm_models/test_npu_gemma_3_4b_it.py
index 289a8e98a..0e4ded15c 100644
--- a/test/registered/npu/vlm_models/test_npu_gemma_3_4b_it.py
+++ b/test/registered/npu/vlm_models/test_npu_gemma_3_4b_it.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import GEMMA_3_4B_IT_WEIGHTS_PATH
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestGemma34bModels(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_janus_pro_1b.py b/test/registered/npu/vlm_models/test_npu_janus_pro_1b.py
index 6409158fc..dc0252aea 100644
--- a/test/registered/npu/vlm_models/test_npu_janus_pro_1b.py
+++ b/test/registered/npu/vlm_models/test_npu_janus_pro_1b.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import JANUS_PRO_1B_WEIGHTS_PATH
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestJanusPro1B(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_janus_pro_7b.py b/test/registered/npu/vlm_models/test_npu_janus_pro_7b.py
index 9dee3f8d8..f9399f20c 100644
--- a/test/registered/npu/vlm_models/test_npu_janus_pro_7b.py
+++ b/test/registered/npu/vlm_models/test_npu_janus_pro_7b.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import JANUS_PRO_7B_WEIGHTS_PATH
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestJanusPro7B(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_kimi_vl_a3b_instruct.py b/test/registered/npu/vlm_models/test_npu_kimi_vl_a3b_instruct.py
index 3f6754c61..c7c3d0923 100644
--- a/test/registered/npu/vlm_models/test_npu_kimi_vl_a3b_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_kimi_vl_a3b_instruct.py
@@ -6,7 +6,7 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-4-npu-a3",
+    suite="full-4-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/vlm_models/test_npu_llama_3_2_11b_vision_instruct.py b/test/registered/npu/vlm_models/test_npu_llama_3_2_11b_vision_instruct.py
index a7c527dd9..12c8b3200 100644
--- a/test/registered/npu/vlm_models/test_npu_llama_3_2_11b_vision_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_llama_3_2_11b_vision_instruct.py
@@ -6,7 +6,7 @@ from sglang.test.ascend.test_ascend_utils import (
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-1-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-1-npu-a3", nightly=True)
 
 
 class TestLlama3211BVisionInstruct(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_mimo_vl_7b_rl.py b/test/registered/npu/vlm_models/test_npu_mimo_vl_7b_rl.py
index 12f11ccef..366adbc59 100644
--- a/test/registered/npu/vlm_models/test_npu_mimo_vl_7b_rl.py
+++ b/test/registered/npu/vlm_models/test_npu_mimo_vl_7b_rl.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import MIMO_VL_7B_RL_WEIGHTS_PATH
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestMiMoModels(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_minicpm_o_2_6.py b/test/registered/npu/vlm_models/test_npu_minicpm_o_2_6.py
index a45bb38e7..fb184189e 100644
--- a/test/registered/npu/vlm_models/test_npu_minicpm_o_2_6.py
+++ b/test/registered/npu/vlm_models/test_npu_minicpm_o_2_6.py
@@ -6,7 +6,7 @@ from sglang.test.ci.ci_register import register_npu_ci
 
 register_npu_ci(
     est_time=400,
-    suite="nightly-4-npu-a3",
+    suite="full-4-npu-a3",
     nightly=True,
 )
 
diff --git a/test/registered/npu/vlm_models/test_npu_minicpm_v_2_6.py b/test/registered/npu/vlm_models/test_npu_minicpm_v_2_6.py
index 74a5efd1b..846c38fc9 100644
--- a/test/registered/npu/vlm_models/test_npu_minicpm_v_2_6.py
+++ b/test/registered/npu/vlm_models/test_npu_minicpm_v_2_6.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import MINICPM_V_2_6_WEIGHTS_PATH
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestMiniCPMModelsV(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_mistral_small_3_1_24b_instruct_2503.py b/test/registered/npu/vlm_models/test_npu_mistral_small_3_1_24b_instruct_2503.py
index 14bd9bb27..5263678af 100644
--- a/test/registered/npu/vlm_models/test_npu_mistral_small_3_1_24b_instruct_2503.py
+++ b/test/registered/npu/vlm_models/test_npu_mistral_small_3_1_24b_instruct_2503.py
@@ -6,7 +6,7 @@ from sglang.test.ascend.test_ascend_utils import (
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestMistralModels(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_phi4_multimodal_instruct.py b/test/registered/npu/vlm_models/test_npu_phi4_multimodal_instruct.py
index c6d2c00bc..ca66c32cd 100644
--- a/test/registered/npu/vlm_models/test_npu_phi4_multimodal_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_phi4_multimodal_instruct.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import PHI_4_MULTIMODAL_INSTRUCT_WEIGH
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestPhi4Multimodal(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_3b_instruct.py b/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_3b_instruct.py
index 245e74dff..e34691bb3 100644
--- a/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_3b_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_3b_instruct.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN2_5_VL_3B_INSTRUCT_WEIGHTS_
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestQwen25VL3B(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_72b_instruct.py b/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_72b_instruct.py
index 8755c6a08..d8fb45b16 100644
--- a/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_72b_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_qwen2_5_vl_72b_instruct.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN2_5_VL_72B_INSTRUCT_WEIGHTS
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-8-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-8-npu-a3", nightly=True)
 
 
 class TestQwen25VL72B(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_qwen3_vl_235b_a22b_instruct.py b/test/registered/npu/vlm_models/test_npu_qwen3_vl_235b_a22b_instruct.py
index bcd91e236..659c581b5 100644
--- a/test/registered/npu/vlm_models/test_npu_qwen3_vl_235b_a22b_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_qwen3_vl_235b_a22b_instruct.py
@@ -6,7 +6,7 @@ from sglang.test.ascend.test_ascend_utils import (
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-16-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-16-npu-a3", nightly=True)
 
 
 class TestQwen3VL235BA22B(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_qwen3_vl_30b_a3b_instruct.py b/test/registered/npu/vlm_models/test_npu_qwen3_vl_30b_a3b_instruct.py
index 2e08ff4f6..f8b765655 100644
--- a/test/registered/npu/vlm_models/test_npu_qwen3_vl_30b_a3b_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_qwen3_vl_30b_a3b_instruct.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN3_VL_30B_A3B_INSTRUCT_WEIGH
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestQwen3VL30BA3B(TestVLMModels):
diff --git a/test/registered/npu/vlm_models/test_npu_qwen3_vl_8b_instruct.py b/test/registered/npu/vlm_models/test_npu_qwen3_vl_8b_instruct.py
index 1a59569e9..5f74a031f 100644
--- a/test/registered/npu/vlm_models/test_npu_qwen3_vl_8b_instruct.py
+++ b/test/registered/npu/vlm_models/test_npu_qwen3_vl_8b_instruct.py
@@ -4,7 +4,7 @@ from sglang.test.ascend.test_ascend_utils import QWEN3_VL_8B_INSTRUCT_WEIGHTS_PA
 from sglang.test.ascend.vlm_utils import TestVLMModels
 from sglang.test.ci.ci_register import register_npu_ci
 
-register_npu_ci(est_time=400, suite="nightly-4-npu-a3", nightly=True)
+register_npu_ci(est_time=400, suite="full-4-npu-a3", nightly=True)
 
 
 class TestQwen3VL8B(TestVLMModels):
diff --git a/test/run_suite.py b/test/run_suite.py
index dece7e03f..ef753276e 100644
--- a/test/run_suite.py
+++ b/test/run_suite.py
@@ -153,11 +153,20 @@ NIGHTLY_SUITES = {
     ],
     HWBackend.CPU: [],
     HWBackend.NPU: [
+        "nightly-1-npu-a2",
         "nightly-1-npu-a3",
         "nightly-2-npu-a3",
         "nightly-4-npu-a3",
         "nightly-8-npu-a3",
         "nightly-16-npu-a3",
+        "nightly-acc-2-npu-a3",
+        "nightly-acc-4-npu-a3",
+        "nightly-acc-8-npu-a3",
+        "nightly-acc-16-npu-a3",
+        "nightly-perf-2-npu-a3",
+        "nightly-perf-4-npu-a3",
+        "nightly-perf-8-npu-a3",
+        "nightly-perf-16-npu-a3",
         "full-1-npu-a3",
         "full-2-npu-a3",
         "full-4-npu-a3",