diff --git a/python/sglang/srt/layers/logits_processor.py b/python/sglang/srt/layers/logits_processor.py
index e318e908f..142e90543 100644
--- a/python/sglang/srt/layers/logits_processor.py
+++ b/python/sglang/srt/layers/logits_processor.py
@@ -981,14 +981,19 @@ class LogitsProcessor(nn.Module):
         self, logits: torch.Tensor, logits_metadata: LogitsMetadata
     ) -> torch.Tensor:
         logits_buffer = logits_metadata.next_token_logits_buffer
-        # The shared logits buffer is keyed by vocab width; skip it when this
-        # model's vocab doesn't match (e.g. hot-vocab draft vs full-vocab target).
-        if logits_buffer is not None and logits_buffer.shape[-1] == self.vocab_size:
+        if logits.shape[-1] > self.vocab_size:
+            logits = logits[:, : self.vocab_size]
+        logits_width = logits.shape[-1]
+        # The shared logits buffer is keyed by vocab width and rows; skip it
+        # when this batch has a different logits shape than the graph buffer.
+        if logits_buffer is not None and tuple(logits_buffer.shape) == tuple(
+            logits.shape
+        ):
             assert logits_buffer.dtype == torch.float
-            logits_buffer.copy_(logits[:, : self.vocab_size])
+            logits_buffer.copy_(logits)
             logits = logits_buffer
         else:
-            logits = logits[:, : self.vocab_size].float()
+            logits = logits.float()
         return logits
 
     def _get_dllm_logits(