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AI Atlas

GPQA Diamond — cost vs performance

Best current row per canonical model in the group “accuracy · variant=GPQA Diamond · evaluator=Artificial Analysis” (459 models) against context window (tokens). The dashed line is the Pareto frontier: no model is both better and cheaper than a point on it.

XOutput priceInput priceParametersContextMemory (est.)ScaleloglinearBubblecontextparamsnone
Group

open / restricted weights closed Pareto frontier (15 models)bubble = context window

Frontier models 15

Pareto frontier
Modelaccuracy on GPQA DiamondRankcontext window (tokens)ProviderTrust
gpt-6-astraOpenAI · Closed96.3%11.05MIndependent
Gemini 3.8 FlashGoogle · Closed95.3%21.05MIndependent
Grok 4.6xAI · Closed95.0%3500KIndependent
gpt-5.3-codexOpenAI · Closed91.5%27400KIndependent
Kimi K2.6Moonshot AI · Open weights91.1%31262.1KIndependent
grok-build-0-1-06-16SpaceXAI · Closed89.5%50256KIndependent
MiniMax M2.7MiniMax · Open weights87.4%67204.8KIndependent
deepseek-v3-2-specialeDeepSeek · Open weights87.1%71128KIndependent
qwen3-omni-30b-a3b-instructAlibaba Group · Open weights72.6%20865.5KIndependent
qwen3-235b-a22b-instructAlibaba Group · Open weights70%22732.8KIndependent
tri-21b-think-v0-5Trillion Labs · Open weights60.1%27732KIndependent
Phi 4Microsoft · Open weights57.5%29516.4KIndependent
R1 Distill Llama 70BDeepSeek · Open weights40.2%3738.19KIndependent
gpt-4OpenAI · Closed35.0%3918.19KIndependent
olmo-2-32bAllen Institute for AI · Open weights32.8%4054.1KIndependent

Methodology. Points are the best current row per canonical model in comparability group 'accuracy · variant=GPQA Diamond · evaluator=Artificial Analysis'. 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.