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The Aggregate

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VisualNeedle — leaderboard

Metric: w/ Tools Acc. (%) (self-reported). Source: benchmarklist.com. 9 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)56.01
2Gemini 3 Flash (Preview)48
3Seed 2.0 Pro36.8
4Seed 1.831.78
5GPT-5.431.23
6GPT-5.228.31
7Qwen 3.5 Plus (2026-04-20)22.11
8Qwen 3 VL 235B A22B (Thinking)11.44

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