diff --git a/docs/design/skip_softmax_sage_trtllm_gen.md b/docs/design/skip_softmax_sage_trtllm_gen.md
index 5e6e6caf6..c6303eae8 100644
--- a/docs/design/skip_softmax_sage_trtllm_gen.md
+++ b/docs/design/skip_softmax_sage_trtllm_gen.md
@@ -116,7 +116,7 @@ FP8-SAGE only, no calibration. trtllm-gen vs current backend: LPIPS parity + spe
 | Cosmos 3 | BF16 dense (ref) | 0 (ref) | 1.00× |  |
 | Cosmos 3 | FP8-SAGE        |         |        |  |
 
-At BF16 dense: **trtgen == current backend** (LPIPS ≈ 0).
+At BF16 dense: **trtllm-gen == current backend** (LPIPS ≈ 0).
 
 ---