finding
active
finding:g3-f-trueskill-30-1-3-3-72-9-wins-median-score-5-250-on-combined-comp1-slice-n-98-canonical-gamesG3-F TrueSkill μ=30.1 ± 3.3, 72.9% wins, median score 5,250 on combined-comp1 slice (n=98 canonical games)
Top LLM performance with high win rate and large score.
Source paper
extracted_from(2026) · Robert Müller · Clemens Müller
Neighborhood — ranked by edge-count
Claims (2)
claim
- core interpretive claim about what separates strong from weak play
- summary claim linking measured traits to outcomes
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Second-best LLM, competitive with TrackerAgent.
- Gemini 2.5 Flash Lite, lowest TrueSkill rating
- second-highest TrueSkill rating
- Gemini 3 Flash won nearly 3/4 of its games
- DeepSeek v3.2 TrueSkill rating
- The Bayesian skill posterior mean for G3-F is 30.1 with 3σ confidence interval ±3.3.
- Best code agent outperforming six of seven LLMs.
- Mid-field performance with larger uncertainty due to small sample.