diff --git a/perf-changelog.yaml b/perf-changelog.yaml
index e05c08e35..67c820981 100644
--- a/perf-changelog.yaml
+++ b/perf-changelog.yaml
@@ -1436,14 +1436,6 @@
     - "Image includes upstream SGLang PRs: https://github.com/sgl-project/sglang/pull/21188, https://github.com/sgl-project/sglang/pull/21421, https://github.com/sgl-project/sglang/pull/20736"
   pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1036
 
-- config-keys:
-    - qwen3.5-fp8-mi355x-atom
-    - qwen3.5-fp8-mi355x-atom-mtp
-  description:
-    - "Add Qwen3.5-397B-A17B FP8 MI355X ATOM benchmark configs with and without MTP"
-  pr-link: https://github.com/SemiAnalysisAI/InferenceX/pull/1040
-
-
 - config-keys:
     - qwen3.5-fp4-mi355x-sglang
   description: