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Model intelligence

6 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
1Aion 3.5
AionLabs· reasoning
—262K$3.0023 Sep 2026
2Aion 3.5 Mini
AionLabs· reasoning
—262K$0.7023 Sep 2026
3Aion-3.0
AionLabs· reasoning
—131K$3.007 Jul 2026
4Aion-3.0-Mini
AionLabs· reasoning
—131K$0.707 Jul 2026
5Aion-2.0
AionLabs· reasoning
—131K$0.8023 Feb 2026
6Aion-RP 1.0 (8B)—33K$0.804 Feb 2025
Showing 6 of 6. Benchmark cells are % (best reported setting). 3.8K benchmark results in total.Export CSV