About Chartography without tools
Definition and scoring
- Organisation
- Surge AI and Anthropic
- Category
- Multimodal
- Version
- 2026
- Direction
- higher is better
- Ranking use
- Reference
- Contamination risk
- Unknown
Professional chart understanding across 100 specialized chart types with expert-set answer tolerances. Every genuine source row stays tied to its exact model label, configuration, benchmark version and evaluation system. The summary chart shows one best compatible score per canonical product; Score 2.0 admits only explicitly mapped, frozen protocols and keeps incompatible configurations separate.
Open benchmark source ↗