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MLCR-AA - Completeness: leaderboard

Metric: Completeness (%). Source: artificialanalysis.ai. 84 models tracked.

Top models

#ModelScore
1Claude Opus 5 (Adaptive Reasoning, Max Effort)86.11
2Claude Sonnet 5 (Adaptive Reasoning, Max Effort)68.24
3GLM-5.3 Flash63.79
4GLM-5.3 (Max)61.99
5Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)57.89
6Claude Opus 4.8 (Adaptive Reasoning, Max Effort)52.02
7Muse Spark 1.2 (xHigh)51.66
8Muse Spark 1.3 (Max)47.34
9Kimi K3 (Max)45.09
10GPT-6 (Max)36.78
11MiniMax-M334.73
12Muse Glimmer 30B (High)33.92
13GPT-5.6 Terra (Max)33.91
14GPT-5.6 Sol (Max)27.59
15Gemini 3.8 Flash (High)26.86

Interactive version: theaggregate.ai/benchmark?slug=mlcr-aa-completeness · How It Works · Data refreshed daily, snapshot 2026-09-19.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.
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