LLM Stats (Toolathlon): leaderboard

LLM Stats vendor-reported Toolathlon rows without an explicit Verified declaration. Exact versions remain unspecified unless established by a primary source; no Original-version default is inferred. Explicit Verified rows are preserved on the separate Verified protocol board. Higher score is better.

Metric: Score (%). Source: llm-stats.com. Saturation forecast: Around July 2027. 30 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.859.9#37
2GPT-5.6 Sol58#19
3Gemini 3.5 Flash56.5#60
4GPT-5.555.6#31
5GPT-5.454.6#79
6Claude Sonnet 554.3#57
7GPT-5.6 Luna53.4#68
8GPT-5.6 Terra53.1#41
9DeepSeek V4 Pro (Max)51.8#102 (DeepSeek V4 Pro)
10Seed 2.1 Pro50.6#67
11Kimi K2.650#104
12Gemini 3 Flash49.4#99
13Seed 2.1 Turbo49.1#86
14Hy348.5#93
15GLM-5.248.2#73

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=llm-stats-toolathlon · How It Works · Data refreshed daily, snapshot 2026-10-20.