[r/LocalLLaMA] Gemma 4 31B beats several frontier models on the FoodTruck Bench

Summary

Gemma 4 31B achieved an impressive 3rd place on the FoodTruck Bench, outperforming several larger frontier models including GLM 5, Qwen 3.5 397B, and all Claude Sonnets. This performance suggests Gemma 4 handles long-horizon tasks and planning more effectively than its competitors. The result highlights progress in smaller models' capabilities for complex, multi-step challenges.

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