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finding:gemini-3-flash-wins-67-9-of-its-28-mixed-format-games-against-code-agents

Gemini 3 Flash wins 67.9% of its 28 mixed-format games against code agents

In the 172-game exp2 slice, G3-F has the highest LLM win rate against deterministic baselines.

Source paper

extracted_from
Cattle Trade: A Multi-Agent Benchmark for LLM Bluffing, Bidding, and Bargaining
(2026) · Robert Müller · Clemens Müller

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cosine ≥ 0.65 · no typed edge

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