diff --git a/golden_al_distribution/README.md b/golden_al_distribution/README.md
index afce3a4239..061851eee9 100644
--- a/golden_al_distribution/README.md
+++ b/golden_al_distribution/README.md
@@ -127,6 +127,7 @@ Before accepting an updated curve, reviewers should verify:
 | --- | --- | --- | --- |
 | DeepSeek V4 Pro | MTP | [`dsv4_mtp.yaml`](dsv4_mtp.yaml) | [27180633016](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/27180633016) |
 | DeepSeek V4 Pro 0813 | DSpark (probabilistic draft) | [`dsv4-pro-0813-dspark.yaml`](dsv4-pro-0813-dspark.yaml) | [31742838308](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/31742838308) |
+| DeepSeek V4.1 Flash | DSpark (probabilistic draft, block verify) | [`dsv41flash_dspark.yaml`](dsv41flash_dspark.yaml) | [34493175056](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/34493175056) |
 | Qwen3.5 397B-A17B | MTP | [`qwen3.5_mtp.yaml`](qwen3.5_mtp.yaml) | [27317114007](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/27317114007) |
 | Kimi K2.5 | EAGLE3 | [`kimik2.5_eagle3.yaml`](kimik2.5_eagle3.yaml) | [28122195822](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/28122195822) |
 | Kimi K3 | DSpark | [`kimik3_dspark.yaml`](kimik3_dspark.yaml) | [30304797750](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/30304797750) |
@@ -151,3 +152,5 @@ Before accepting an updated curve, reviewers should verify:
 - [InferenceX initial AL collector PR](https://github.com/SemiAnalysisAI/InferenceX/pull/1650)
 - [InferenceX multi-model AL collectors PR](https://github.com/SemiAnalysisAI/InferenceX/pull/1706)
 - [InferenceX multi-node synthetic-acceptance bring-up](https://github.com/SemiAnalysisAI/InferenceX/pull/1789)
+
+DeepSeek V4.1 Flash includes measured draft lengths 1–5 for thinking off/on. The same image rejected lengths 6–8 before serving in [run 34494319147](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/34494319147); no AL values are assigned to those lengths.
diff --git a/golden_al_distribution/README_zh.md b/golden_al_distribution/README_zh.md
index 6f6c7cd905..79474a4787 100644
--- a/golden_al_distribution/README_zh.md
+++ b/golden_al_distribution/README_zh.md
@@ -127,6 +127,7 @@ gh workflow run speedbench-al.yml \
 | --- | --- | --- | --- |
 | DeepSeek V4 Pro | MTP | [`dsv4_mtp.yaml`](dsv4_mtp.yaml) | [27180633016](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/27180633016) |
 | DeepSeek V4 Pro 0813 | DSpark（概率采样草稿） | [`dsv4-pro-0813-dspark.yaml`](dsv4-pro-0813-dspark.yaml) | [31742838308](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/31742838308) |
+| DeepSeek V4.1 Flash | DSpark（概率采样草稿 + 块验证） | [`dsv41flash_dspark.yaml`](dsv41flash_dspark.yaml) | [34493175056](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/34493175056) |
 | Qwen3.5 397B-A17B | MTP | [`qwen3.5_mtp.yaml`](qwen3.5_mtp.yaml) | [27317114007](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/27317114007) |
 | Kimi K2.5 | EAGLE3 | [`kimik2.5_eagle3.yaml`](kimik2.5_eagle3.yaml) | [28122195822](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/28122195822) |
 | Kimi K3 | DSpark | [`kimik3_dspark.yaml`](kimik3_dspark.yaml) | [30304797750](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/30304797750) |
@@ -151,3 +152,5 @@ gh workflow run speedbench-al.yml \
 - [InferenceX 初始 AL 收集器 PR](https://github.com/SemiAnalysisAI/InferenceX/pull/1650)
 - [InferenceX 多模型 AL 收集器 PR](https://github.com/SemiAnalysisAI/InferenceX/pull/1706)
 - [InferenceX 多节点合成接受验证](https://github.com/SemiAnalysisAI/InferenceX/pull/1789)
+
+DeepSeek V4.1 Flash 包含草稿长度 1–5 在 thinking 开关两种模式下的实测值。同一镜像在[运行 34494319147](https://github.com/SemiAnalysisAI/InferenceX/actions/runs/34494319147) 中于服务启动前拒绝长度 6–8，因此未为这些长度填写 AL 数值。
diff --git a/golden_al_distribution/dsv41flash_dspark.yaml b/golden_al_distribution/dsv41flash_dspark.yaml
new file mode 100644
index 0000000000..4a2af28fa3
--- /dev/null
+++ b/golden_al_distribution/dsv41flash_dspark.yaml
@@ -0,0 +1,23 @@
+# Source GitHub Actions run: https://github.com/SemiAnalysisAI/InferenceX/actions/runs/34493175056
+# Draft lengths 6-8 rejected by the image (no measured AL): https://github.com/SemiAnalysisAI/InferenceX/actions/runs/34494319147
+# Acceptance Length (AL) measured with SPEED-Bench Qualitative coding.
+# model: deepseek-ai/DeepSeek-V4.1-Flash | image: vllm/vllm-openai:deepseekv41-flash-0909 | TP: 4
+# temperature: 1.0 | output_len: 4096
+# thinking_on chat_template_kwargs: {"thinking":true,"reasoning_effort":"high"}
+# thinking_off chat_template_kwargs: {"thinking":false}
+# method: dspark | draft_sample_method: probabilistic | rejection_sample_method: block
+# enable_adaptive_verification: false | engram cpu_offload: true
+# key = num_speculative_tokens; AL includes the target verification token.
+deepseek-v4.1-flash:
+  thinking_off:
+    1: 1.88
+    2: 2.62
+    3: 3.27
+    4: 3.73
+    5: 4.07
+  thinking_on:
+    1: 1.81
+    2: 2.43
+    3: 2.90
+    4: 3.26
+    5: 3.51