Which AI model scores highest on Chartography?

DeepSeek-V4.1-Flash by DeepSeek holds the best Chartography (with tools) result among tracked models, at 78.9% (released Sep 10 2026). Higher scores are better on this benchmark.

What are the top 2 models on Chartography?

1. DeepSeek-V4.1-Flash (DeepSeek) — 78.9%; 2. GLM-5.3-Flash (Z.ai) — 78%.

How many models have a published Chartography score?

2 tracked models have a published Chartography (with tools) score. Scores are the figures reported by each lab at that model's release, so this page is a record of results over time rather than a re-run leaderboard.

What is the best open model on Chartography?

GLM-5.3-Flash by Z.ai is the highest-ranked model with downloadable weights on Chartography (with tools), scoring 78% at rank 2 overall.

Chart tasks

Chartographywith tools

A chart-centred test run with tools available to the AI, reported separately from the chart-reading benchmarks above it. Higher is better.

Rankings

Higher is better

Chartography — frequently asked questions

: A chart-centred test run with tools available to the AI, reported separately from the chart-reading benchmarks above it. Higher is better.
: DeepSeek-V4.1-Flash by DeepSeek holds the best Chartography (with tools) result among tracked models, at 78.9% (released Sep 10 2026). Higher scores are better on this benchmark.
: 1. DeepSeek-V4.1-Flash (DeepSeek) — 78.9%; 2. GLM-5.3-Flash (Z.ai) — 78%.
: 2 tracked models have a published Chartography (with tools) score. Scores are the figures reported by each lab at that model's release, so this page is a record of results over time rather than a re-run leaderboard.
: GLM-5.3-Flash by Z.ai is the highest-ranked model with downloadable weights on Chartography (with tools), scoring 78% at rank 2 overall.