diff --git a/docs_new/cookbook/autoregressive/DeepSeek/DeepSeek-V4.mdx b/docs_new/cookbook/autoregressive/DeepSeek/DeepSeek-V4.mdx
index 88fb58b8e..2b785d8e3 100644
--- a/docs_new/cookbook/autoregressive/DeepSeek/DeepSeek-V4.mdx
+++ b/docs_new/cookbook/autoregressive/DeepSeek/DeepSeek-V4.mdx
@@ -155,7 +155,7 @@ import { Playground } from "/src/snippets/_playground.jsx";
       <td style={{padding: "9px 12px", fontWeight: 500, backgroundColor: "rgba(255,255,255,0.02)"}}><strong><a href="https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731">DeepSeek-V4-Flash-0731</a></strong></td>
       <td style={{padding: "9px 12px", textAlign: "right", backgroundColor: "rgba(255,255,255,0.05)"}}><strong>304</strong></td>
       <td style={{padding: "9px 12px", textAlign: "right", backgroundColor: "rgba(255,255,255,0.02)"}}>13B</td>
-      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>Flash Official (0731), with a bundled DSpark draft head; verified for low-latency serving on 4×GB300</td>
+      <td style={{padding: "9px 12px", backgroundColor: "rgba(255,255,255,0.05)"}}>Flash Official (0731), with a bundled DSpark draft head; verified on 8×B200, 4×GB300, and 4×H200</td>
     </tr>
     <tr>
       <td style={{padding: "9px 12px", fontWeight: 500, backgroundColor: "rgba(255,255,255,0.02)"}}><strong><a href="https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro">DeepSeek-V4-Pro</a></strong></td>
diff --git a/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4-benchmarks.jsx b/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4-benchmarks.jsx
index 511d5bf4e..2a1f7264e 100644
--- a/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4-benchmarks.jsx
+++ b/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4-benchmarks.jsx
@@ -6,6 +6,36 @@ export const benchmarks = [
   // ====================================================================
   // B200 + FP4
   // ====================================================================
+  {
+    match: { hw: "b200", variant: "flash-official", quant: "fp4", strategy: "low-latency", nodes: "single" },
+    sglang_version: "0.5.16",
+    speed: [
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 1 },
+        ttft_ms: 218.90, tpot_ms: 1.28, tokens_per_sec_per_gpu: 481 },
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 16 },
+        ttft_ms: 189.89, tpot_ms: 3.38, tokens_per_sec_per_gpu: 3383 },
+    ],
+  },
+  {
+    match: { hw: "b200", variant: "flash-official", quant: "fp4", strategy: "balanced", nodes: "single" },
+    sglang_version: "0.5.16",
+    speed: [
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 64 },
+        ttft_ms: 1629.45, tpot_ms: 34.13, tokens_per_sec_per_gpu: 1595 },
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 256 },
+        ttft_ms: 2568.55, tpot_ms: 57.15, tokens_per_sec_per_gpu: 4326 },
+    ],
+  },
+  {
+    match: { hw: "b200", variant: "flash-official", quant: "fp4", strategy: "high-throughput", nodes: "single" },
+    sglang_version: "0.5.16",
+    speed: [
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 1024 },
+        ttft_ms: 74853.51, tpot_ms: 51.72, tokens_per_sec_per_gpu: 5464 },
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 4096 },
+        ttft_ms: 216241.01, tpot_ms: 51.80, tokens_per_sec_per_gpu: 5301 },
+    ],
+  },
   {
     match: { hw: "b200", variant: "flash", quant: "fp4", strategy: "low-latency", nodes: "single" },
     sglang_version: "0.5.15",
@@ -395,6 +425,36 @@ export const benchmarks = [
   // ====================================================================
   // H200 + FP4
   // ====================================================================
+  {
+    match: { hw: "h200", variant: "flash-official", quant: "fp4", strategy: "low-latency", nodes: "single" },
+    sglang_version: "0.5.16",
+    speed: [
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 1 },
+        ttft_ms: 308.29, tpot_ms: 1.72, tokens_per_sec_per_gpu: 606 },
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 16 },
+        ttft_ms: 661.70, tpot_ms: 8.39, tokens_per_sec_per_gpu: 2538 },
+    ],
+  },
+  {
+    match: { hw: "h200", variant: "flash-official", quant: "fp4", strategy: "balanced", nodes: "single" },
+    sglang_version: "0.5.16",
+    speed: [
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 64 },
+        ttft_ms: 1617.91, tpot_ms: 38.05, tokens_per_sec_per_gpu: 2994 },
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 256 },
+        ttft_ms: 1931.94, tpot_ms: 104.53, tokens_per_sec_per_gpu: 4872 },
+    ],
+  },
+  {
+    match: { hw: "h200", variant: "flash-official", quant: "fp4", strategy: "high-throughput", nodes: "single" },
+    sglang_version: "0.5.16",
+    speed: [
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 1024 },
+        ttft_ms: 195108.42, tpot_ms: 123.81, tokens_per_sec_per_gpu: 4573 },
+      { workload: { dataset: "random", isl: 8192, osl: 1024, max_concurrency: 4096 },
+        ttft_ms: 505508.73, tpot_ms: 123.97, tokens_per_sec_per_gpu: 4542 },
+    ],
+  },
   {
     match: { hw: "h200", variant: "flash", quant: "fp4", strategy: "low-latency", nodes: "single" },
     sglang_version: "0.5.15.post1",
diff --git a/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4.jsx b/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4.jsx
index b4d619a81..790e7fb8d 100644
--- a/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4.jsx
+++ b/docs_new/src/snippets/configs/deepseek-ai/deepseek-v4.jsx
@@ -442,17 +442,18 @@ sgl-eval run aime25 \\
     // ====================================================================
     {
       match: { hw: "b200", variant: "flash-official", quant: "fp4", strategy: "low-latency", nodes: "single" },
-      verified: false,
+      verified: true,
       env: [],
       flags: [
         "--trust-remote-code",
         "--model-path {{MODEL_NAME}}",
-        "--tp 4",
+        "--tp 8",
         "--moe-runner-backend flashinfer_mxfp4",
         "--speculative-algorithm DSPARK",
         "--chunked-prefill-size 4096",
         "--disable-flashinfer-autotune",
         "--swa-full-tokens-ratio 0.1",
+        "--mem-fraction-static 0.90",
         "--host {{HOST_IP}}",
         "--port {{PORT}}",
       ],
@@ -479,13 +480,13 @@ sgl-eval run aime25 \\
     },
     {
       match: { hw: "b200", variant: "flash-official", quant: "fp4", strategy: "balanced", nodes: "single" },
-      verified: false,
+      verified: true,
       env: ["SGLANG_DEEPEP_NUM_MAX_DISPATCH_TOKENS_PER_RANK=1024"],
       flags: [
         "--trust-remote-code",
         "--model-path {{MODEL_NAME}}",
-        "--tp 4",
-        "--dp 4",
+        "--tp 8",
+        "--dp 8",
         "--enable-dp-attention",
         "--moe-a2a-backend deepep",
         "--deepep-config '{\"normal_dispatch\":{\"num_sms\":96},\"normal_combine\":{\"num_sms\":96}}'",
@@ -515,15 +516,15 @@ sgl-eval run aime25 \\
     },
     {
       match: { hw: "b200", variant: "flash-official", quant: "fp4", strategy: "high-throughput", nodes: "single" },
-      verified: false,
+      verified: true,
       env: [
         "SGLANG_OPT_DEEPGEMM_MEGA_MOE_NUM_MAX_TOKENS_PER_RANK=8320",
       ],
       flags: [
         "--trust-remote-code",
         "--model-path {{MODEL_NAME}}",
-        "--tp 4",
-        "--dp 4",
+        "--tp 8",
+        "--dp 8",
         "--enable-dp-attention",
         "--moe-a2a-backend megamoe",
         "--host {{HOST_IP}}",
@@ -1469,7 +1470,7 @@ sgl-eval run aime25 \\
 
     {
       match: { hw: "h200", variant: "flash-official", quant: "fp4", strategy: "low-latency", nodes: "single" },
-      verified: false,
+      verified: true,
       env: [],
       flags: [
         "--trust-remote-code",
@@ -1500,7 +1501,7 @@ sgl-eval run aime25 \\
     },
     {
       match: { hw: "h200", variant: "flash-official", quant: "fp4", strategy: "balanced", nodes: "single" },
-      verified: false,
+      verified: true,
       env: [],
       flags: [
         "--trust-remote-code",
@@ -1508,6 +1509,7 @@ sgl-eval run aime25 \\
         "--tp 4",
         "--moe-runner-backend flashinfer_mxfp4",
         "--speculative-algorithm DSPARK",
+        "--mem-fraction-static 0.88",
         "--host {{HOST_IP}}",
         "--port {{PORT}}",
       ],
@@ -1531,7 +1533,7 @@ sgl-eval run aime25 \\
     },
     {
       match: { hw: "h200", variant: "flash-official", quant: "fp4", strategy: "high-throughput", nodes: "single" },
-      verified: false,
+      verified: true,
       env: [],
       flags: [
         "--trust-remote-code",