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The Aggregate

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IFMTBench — leaderboard

Metric: IF$_\text{T}$ (self-reported). Source: benchmarklist.com. 15 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)89.08
2Qwen 3.5 27B81.06
3Gemma 4 31B79.61
4Gemma 4 E4B72.56
5Qwen 3.5 9B71.22
6Qwen 3.5 4B66.65
7Gemma 4 E2B58.69
8Qwen 3.5 2B43.11
9Qwen 3.5 0.8B27.99

Interactive version: theaggregate.ai/benchmark?slug=ifmtbench · 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.