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Model intelligence

112 AI models

Capability (Epoch Capabilities Index and individual benchmarks from Epoch AI), API list prices and context windows (OpenRouter), release dates and open-weight status. Benchmarks are shown individually - never merged into one invented score.
Leads on ECI
GPT-6 Astra
ECI 166.6Epoch AI
Leads on GPQA Diamond
GPT-6 Astra
95.8%Epoch AI
Leads on SWE-bench Verified
Claude Opus 4.7
83.5%Epoch AI
Cheapest in ECI top 10
GPT-5.6 Sol
$2.00/M inputOpenRouter
Longest context
Grok 4.20 Multi-Agent
2M tokensOpenRouter
Best open-weight on ECI
Kimi K3
ECI 157.68Epoch AI
Epoch Capabilities Index by release date

Capability frontier

Source: Epoch AI (CC BY 4.0). ECI is Epoch's item-response model over many benchmarks; each model page shows its 90% confidence interval.

Blended $/1M tokens (3:1 input:output) vs ECI

Price vs capability

Only models with both an ECI score and an OpenRouter price. Normalisation: 75% input + 25% output price. Click a point to open the model.

#ModelECI ↑ContextIn $/MReleased
101GPT-4o-mini (2024-07-18)—128K$0.1518 Jul 2024
102GPT-4o—128K$2.5013 May 2024
103GPT-4o (2024-05-13)—128K$5.0013 May 2024
104GPT-4 Turbo—128K$10.09 Apr 2024
105GPT-3.5 Turbo (older v0613)—4K$1.0025 Jan 2024
106GPT-4 Turbo Preview (January 2024)———25 Jan 2024
107GPT-4 Turbo Preview (Nov 2023)———6 Nov 2023
108GPT-3.5 Turbo Instruct—4K$1.5028 Sep 2023
109GPT-3.5 Turbo 16k—16K$3.0028 Aug 2023
110GPT-3.5 Turbo (June 2023)———13 Jun 2023
111GPT-4—8K$30.028 May 2023
112GPT-3.5 Turbo—16K$0.5028 May 2023
Showing 12 of 112. Benchmark cells are % (best reported setting). 3.8K benchmark results in total.← PrevExport CSV