Chartography (with tools)

Surge AI chart-reading benchmark with tools.

The best 3 · 3 models tested

Top 3 · best setting per model · 3 models, 3 results (0 independent)

Measured by independent testersIndependent Reported by the makerVendor-reported

Chartography (with tools) leaderboard
				Thinking levelSetting
1	Claude Opus 5.5	Anthropic	89.0%	Maxadaptive thinking, effort=max	Maker's own figureVendor-reportedAnthropic ↗	—	22 Sep 2026
2	Claude Fable 5.1	Anthropic	88.4%	Maxadaptive thinking, effort=max	Maker's own figureVendor-reportedAnthropic ↗	—	22 Sep 2026
3	Claude Opus 5	Anthropic	83.4%	Maxadaptive thinking, effort=max	Maker's own figureVendor-reportedAnthropic ↗	—	22 Sep 2026