Which AI model scores highest on Chartography?

Claude Fable 5.2 by Anthropic holds the best Chartography (no tools) result among tracked models, at 73.4% (released Nov 9 2026). Higher scores are better on this benchmark.

What are the top 5 models on Chartography?

1. Claude Fable 5.2 (Anthropic) — 73.4%; 2. Gemini 4 Carbon (Google) — 72.5%; 3. Gemini 4 Argon (Google) — 71.6%; 4. GPT-6 Astra (OpenAI) — 71%; 5. Gemini 4 Hydrogen (Google) — 66.6%.

How many models have a published Chartography score?

15 tracked models have a published Chartography (no tools) score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

Chart tasks

Chartographyno tools

The same chart-centred test with no tools: the AI has to read each chart unaided. Scores run far lower than the with-tools version, so read the two as separate tests. Higher is better.

with tools no tools

Rankings

Higher is better

Chartography — frequently asked questions

: The same chart-centred test with no tools: the AI has to read each chart unaided. Scores run far lower than the with-tools version, so read the two as separate tests. Higher is better.
: Claude Fable 5.2 by Anthropic holds the best Chartography (no tools) result among tracked models, at 73.4% (released Nov 9 2026). Higher scores are better on this benchmark.
: 1. Claude Fable 5.2 (Anthropic) — 73.4%; 2. Gemini 4 Carbon (Google) — 72.5%; 3. Gemini 4 Argon (Google) — 71.6%; 4. GPT-6 Astra (OpenAI) — 71%; 5. Gemini 4 Hydrogen (Google) — 66.6%.
: 15 tracked models have a published Chartography (no tools) score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.