diff --git a/README.md b/README.md
index 57dd8b9aa..7d90c4b1f 100644
--- a/README.md
+++ b/README.md
@@ -38,6 +38,12 @@ bcode run "On Google flights return all flight details from New York to SF tomor
 
 ### Connect an LLM
 
+<picture>
+  <source media="(prefers-color-scheme: light)" srcset="static/browsercode_best_models_light.png">
+  <source media="(prefers-color-scheme: dark)" srcset="static/browsercode_best_models_dark.png">
+  <img alt="Best BrowserCode models on BU Bench" src="static/browsercode_best_models_light.png" width="100%">
+</picture>
+
 <picture>
   <source media="(prefers-color-scheme: light)" srcset="static/browser_harness_by_model_light.png">
   <source media="(prefers-color-scheme: dark)" srcset="static/browser_harness_by_model_dark.png">
@@ -48,11 +54,13 @@ BrowserCode supports any model you can reach with an API key, plus [every provid
 
 Use `/connect` in the TUI, or set provider API keys in your environment.
 
-Recommended models from current BrowserCode evals:
+Recommended models from current BU Bench evals:
 
-- Frontier: `claude-opus-4-7`, `gpt-5.5`
-- Value: `glm-5.1`, `mimo-v2.5-pro`
-- Budget: `gemini-3-flash-preview`
+- Best score: `claude-opus-4-7`
+- Best speed: `gpt-5.5`
+- Best open-weight: `glm-5.2`
+- Best value: `gemini-3.1-pro-preview`
+- Lowest cost: `gemini-3-flash-preview`
 
 ### Connect a Browser
 
diff --git a/static/browsercode_best_models_dark.png b/static/browsercode_best_models_dark.png
new file mode 100644
index 000000000..8351445bf
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diff --git a/static/browsercode_best_models_light.png b/static/browsercode_best_models_light.png
new file mode 100644
index 000000000..56ba1aef8
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