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The Aggregate

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Self-Ensembling Vision-Language Models for Cha — leaderboard

Metric: ChartQA (self-reported). Source: benchmarklist.com. 14 models tracked.

Top models

#ModelScore
1Gemini 2.5 Pro88.23
2Claude Opus 4.687.71
3GPT-5.184.8
4Llama 4 Scout77.1

Interactive version: theaggregate.ai/benchmark?slug=self-ensembling-vision-language-models-for-cha · 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.