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Models

A dated, category-by-category view of the model landscape.

Last validated snapshot

October 27, 2026

Categories
25
Available
21
Ranked rows
67

Leaders and charts reflect the dated snapshot above. Source pools and rankings can change between snapshots. For live standings, visit Artificial Analysis .

Intelligence and token price

The frontier contains models that are not beaten by another option on both intelligence and a locally calculated 3:1 input-to-output token price. This price differs from the source site's blended price.

Intelligence versus token price with the Pareto frontier highlighted

Models on the frontier

Ordered by intelligence index, highest first. Models with the same index and price share a point in the chart.

Model Intelligence index Price / 1M tokens
Claude Opus 5.5 (Max, Default Fallback) 57.6 $8.00
Claude Sonnet 5.5 (Max, Default Fallback) 56.0 $4.00
GPT-6.1 Terra (Max) 48.1 $2.00
Muse Spark 1.3 (Max) 48.1 $2.00
MiMo-V2.6-Pro 46.3 $0.544
DeepSeek V4.1 Flash 1017 (Max) 45.1 $0.525
Ling 3.1 Flash 1019 43.9 $0.45
Claude Haiku 5.5 (Max) 43.4 $0.20
MiMo-V2.6-Flash 37.9 $0.175
Agnes 2.5 Pro Beta 35.2 $0.15
DeepSeek V4 Flash 0420 (High) 24.4 $0.142
Hy3-preview (Reasoning) 22.7 $0.10
Qwen3.5 4B (Reasoning) 13.1 $0.06
Granite 4.2 3B 9.1 $0.053
Gemma 4 E4B (Reasoning) 8.9 $0.04

Leaders in this snapshot

View all categories

Overall intelligence

704 of 715 eligible

Claude Opus 5.5 (Max, Default Fallback)

57.6

Coding

258 of 715 eligible

Claude Fable 5.1 (Max, Default Fallback)

81.6

Agentic

167 of 715 eligible

Claude Fable 5.1 (Max, Default Fallback)

57.9

Text-to-image

106 of 106 eligible

GPT Image 2.5 Sunburst (max)

1,222

Silent text-to-video

32 of 32 eligible

HeyGen Video 1

1,143

Text-to-speech

98 of 98 eligible

Eleven v4

1,334

Data source: Artificial Analysis .