diff --git a/LEADERBOARD.md b/LEADERBOARD.md
index c8037c4..6166eb5 100644
--- a/LEADERBOARD.md
+++ b/LEADERBOARD.md
@@ -1,9 +1,35 @@
 # Leaderboard
-1. [pi - Kimi K2.5](../../../src/branch/eval/pi-kimi-k2.5/)
-    ![pi-qwen3-coder-next-80b](../../../raw/branch/eval/pi-kimi-k2.5/screenshot.png)
 
-2. [pi - Qwen3 Coder Next (80B)](../../../src/branch/eval/pi-qwen3-coder-next-80b/)
-    ![pi-qwen3-coder-next-80b](../../../raw/branch/eval/pi-qwen3-coder-next-80b/screenshot.png)
+## Overall Rankings
 
-3. [pi - GLM4.7](../../../src/branch/eval/pi-glm4.7/)
-    ![pi-qwen3-coder-next-80b](../../../raw/branch/eval/pi-glm4.7/screenshot.png)
+1. **[pi - Kimi K2.5](../../../src/branch/eval/pi-kimi-k2.5/)** - UI: 9/10
+   - Fixes: Files List, Editor Scrolling, Duplicate `.md` Name
+   <details>
+   <summary>Screenshot</summary>
+
+   ![pi-kimi-k2.5](../../../raw/branch/eval/pi-kimi-k2.5/screenshot.png)
+
+   </details>
+
+2. **[pi - Qwen3 Coder Next (80B)](../../../src/branch/eval/pi-qwen3-coder-next-80b/)** - UI: 8/10
+   - Fixes: New File, Markdown Styling
+   <details>
+   <summary>Screenshot</summary>
+
+   ![pi-qwen3-coder-next-80b](../../../raw/branch/eval/pi-qwen3-coder-next-80b/screenshot.png)
+
+   </details>
+
+3. **[pi - GLM4.7](../../../src/branch/eval/pi-glm4.7/)** - UI: 7/10
+   - Fixes: Files List, Markdown Styling, Delete Failure
+   <details>
+   <summary>Screenshot</summary>
+
+   ![pi-glm4.7](../../../raw/branch/eval/pi-glm4.7/screenshot.png)
+
+   </details>
+
+## By Parameters
+
+**< 100B (Local):** Qwen3 Coder Next (80B)  
+**> 100B (Hosted):** Kimi K2.5