LoomBench (default; Chat Probabilities) - Attainment: leaderboard

Fraction of 44 instructed agents meeting their objective, in percent; Five agents, personas and objectives; identical 11 match designs, 26 rounds, 100-unit loom; higher is better. Interfaces are separate and random controls omitted.

Metric: Fraction of 44 instructed agents meeting their objective, in percent; Five agents, personas and objectives; identical 11 match designs, 26 rounds, 100-unit loom; higher is better. Interfaces are separate and random controls omitted.. Source: raw.githubusercontent.com. Saturation forecast: Around June 2027. 2 models tracked.

Top models

#ModelScoreOverall rank
1GPT-6 Luna (Non-reasoning)40.91#52 (GPT-6 Luna)

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=loombench-default-chat-probabilities-attainment · How It Works · Data refreshed daily, snapshot 2026-10-16.