DS-v3.2 wins 10.7% of mixed games

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• G3.1-FL wins 50.0% of 28 mixed gamesfinding0.860
  Half the games won against code agents.
• G3-F wins 67.9% of 28 mixed games (vs three code agents)finding0.841
  Robust performance against algorithmic baselines.
• GPT5.4-N wins 14.3% of mixed gamesfinding0.841
  Similarly poor against code agents.
• G3-F mixed-format win rate=67.9% over 28 gamesfinding0.806
  performance in mixed games against three code agents
• DS-v3.2 overbid rate=0.49%finding0.801
  overbid rate for DeepSeek v3.2
• Gemini 3 Flash wins 67.9% of its 28 mixed-format games against code agentsfinding0.798
  In the 172-game exp2 slice, G3-F has the highest LLM win rate against deterministic baselines.
• Haiku wins 7.1% of mixed gamesfinding0.780
  Very low win rate against code agents.
• Gemini 3 Flash wins 72.9% of 98 canonical gamesfinding0.764
  G3-F achieved a win rate of 72.9% in the combined-comp1 98-game slice.