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The Aggregate

Unified LLM rankings, daily

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CalBench — leaderboard

Metric: Excess (self-reported). Source: benchmarklist.com. 7 models tracked.

Top models

#ModelScore
1GPT-5.4 Mini149
2Gemini 3 Flash (Preview)59
3Qwen 3.6 Plus53
4Gemini 3.1 Pro (Preview)44
5Llama 4 Maverick44
6Claude Sonnet 4.643
7DeepSeek V4 Pro38

Interactive version: theaggregate.ai/benchmark?slug=calbench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

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