BenchmarksArtificial Analysis Intelligence Index

Artificial Analysis Intelligence Index — cost vs performance

Best current row per canonical model in the group “index” (477 models) against context window (tokens). The dashed line is the Pareto frontier: no model is both better and cheaper than a point on it.

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XOutput price Input price Parameters Context Memory (est.)Scalelog linearBubblecontext params none

open / restricted weights closed Pareto frontier (13 models)bubble = total parameters

Frontier models 13

Pareto frontier
Model	index on Artificial Analysis Intelligence Index	Rank	context window (tokens)	Provider	Trust
Claude Fable 5.1Anthropic · Closed	53.4	1	1M	—	Independent
Grok 4.6xAI · Closed	44.4	8	500K	—	Independent
motif-3Motif Technologies · Open weights	33.6	36	262.1K	—	Independent
apodex-1-1Apodex · Closed	30.4	46	256K	—	Independent
Claude Opus 4.5Anthropic · Closed	29.1	51	200K	—	Independent
Ling 3.0 Flash VLinclusionAI · Open weights	24.8	83	131.1K	—	Independent
deepseek-v3-2-specialeDeepSeek · Open weights	14.5	163	128K	—	Independent
tri-21b-think-previewTrillion Labs · Open weights	9.59	241	32K	—	Independent
R1 Distill Llama 70BDeepSeek · Open weights	7.89	291	8.19K	—	Independent
gpt-4OpenAI · Closed	6.70	350	8.19K	—	Independent
solar-miniUpstage · Open weights	6.41	369	4.1K	—	Independent
arctic-instructSnowflake · Open weights	5.44	422	4K	—	Independent
llama-65bMeta AI · Open weights	5.03	452	2.05K	—	Independent

Methodology. Points are the best current row per canonical model in comparability group 'index'. Price = cheapest current offer across providers (the provider shown). Pareto frontier maximises the score and minimises x; exact ties are all kept. memory_estimate is an estimate (see /methodology). Only the selected comparability group is plotted; points under other configurations are not mixed in. Price = cheapest current offer across providers at the time of the last crawl. Nothing is estimated except where marked.