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Model intelligence

15 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
1Kimi K2 (Jul 2025)140.1——12 Jul 2025
2Kimi K2 Thinking
Moonshot AI· reasoning
146.0262K$0.606 Nov 2025
3Kimi K2.5
Moonshot AI· reasoning
148.1262K$0.4527 Jan 2026
4Kimi K2.7 Code
Moonshot AI· reasoning
150.0262K$0.6612 Jun 2026
5Kimi K2.6
Moonshot AI· reasoning
151.0262K$0.6520 Apr 2026
6Kimi K3
Moonshot AI· reasoning
157.71.05M$3.0016 Jul 2026
7Kimi K2.5 (Fireworks)———27 Jan 2026
8Kimi K2 Thinking Turbo———6 Nov 2025
9Kimi K2 Thinking (Together)———6 Nov 2025
10Kimi K2 0905 (Novita)———5 Sep 2025
11Kimi K2 Instruct (0905)———5 Sep 2025
12Kimi K2 (Sep 2025)———5 Sep 2025
13Kimi K2 0905—262K$0.604 Sep 2025
14Kimi K2 Instruct———12 Jul 2025
15Kimi K2 0711—131K$0.5711 Jul 2025
Showing 15 of 15. Benchmark cells are % (best reported setting). 3.8K benchmark results in total.Export CSV