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Frontier Models
A consolidated ranking based on the evaluations and latest reports in our dataset, scored with Bradley-Terry and Elo pairwise methods. How the ranking works →
Frontier Models
207Models8Ranked domains412Benchmarks78SourcesUpdated 07/22, 03:19
Overall
410 benchmarksCombines user preference, general knowledge, and instruction-following ability.
Open-weight
248 benchmarksIncludes only open-weight models, combining reasoning, coding, agent, multimodal, and long-context performance.
Local
107 benchmarksFrontier models that can run locally and have fewer than 40 billion parameters.
Research
118 benchmarksFocuses on scientific knowledge, mathematical reasoning, and research-oriented problem solving.
Vision
81 benchmarksCovers multimodal understanding, visual mathematics, screen, and video tasks.
Long context
38 benchmarksCovers retrieval, synthesis, and reasoning over million-token contexts.
More domains
More data neededDomains with limited samples do not show model rankings yet.
View benchmarks
Pending domainsMinimum 3
Writing2 / 3
A domain joins the homepage ranking automatically after reaching the minimum coverage.