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The Aggregate

Unified LLM rankings, daily

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LLM Stats (MMBench) — leaderboard

Metric: Score (%). Source: llm-stats.com. 9 models tracked.

Top models

#ModelScore
1Step3 VL 10B91.8
2Phi-4 Multimodal Instruct86.7
3Qwen 2 VL 72B Instruct86.5
4Qwen 2.5 VL 7B Instruct84.3

Interactive version: theaggregate.ai/benchmark?slug=llm-stats-mmbench · 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.