If you already build on OpenAI, both GPT-6 Astra (Max) and GPT-6 Luna (Max) are on the menu, and they are not interchangeable. This page is written automatically from catalogue numbers only: benchmark scores, list prices and measured speed. Price separates them more than anything else; on a blended basis GPT-6 Astra Max costs 100 times as much as GPT-6 Luna Max.
Running costs
GPT-6 Astra Max lists $10.00 per million input tokens and $50.00 per million output tokens; GPT-6 Luna Max lists $0.10 and $0.50. GPT-6 Astra Max costs 100 times as much per output token.
Take 1 million input tokens and 200,000 output tokens: that comes to $20.00 on GPT-6 Astra Max and $0.20 on GPT-6 Luna Max. A bigger example, summarising 1,000 documents of 8,000 tokens into 400-token summaries, costs $100 on GPT-6 Astra Max and $1.00 on GPT-6 Luna Max: a gap of $99.00. On a 3:1 blend of input to output tokens, that works out to $20.00 versus $0.20 per million.
GPT-6 Astra Max leads on the intelligence index
GPT-6 Astra Max comes out ahead on the intelligence index, 56.9 to 27.9. These scores put the two models in different leagues on overall capability. In relative terms, GPT-6 Astra Max scores 104% higher.
Among 109 active scored models, GPT-6 Astra Max sits 5th and GPT-6 Luna Max 62nd.
The catalogue does not yet split either model's score into coding and math indexes.
Is the price in proportion?
Dividing the blended price by the intelligence index gives a rough cost per point: $0.35 for GPT-6 Astra Max and $0.0072 for GPT-6 Luna Max, per million tokens. GPT-6 Luna Max delivers each index point for 98% less; whether GPT-6 Astra Max's extra 29.0 points are worth the premium depends on how often your tasks need them.
Generation gap
GPT-6 Astra Max came first, on September 3, 2026; GPT-6 Luna Max followed on September 22, 2026. That is close enough to count them as the same generation.
GPT-6 Luna Max is the faster writer
GPT-6 Astra Max generates about 46 tokens per second and GPT-6 Luna Max about 121 tokens per second. That makes GPT-6 Luna Max roughly 2.6 times as fast at writing. Time to first token is 6.8 minutes for GPT-6 Astra Max and 2.0 minutes for GPT-6 Luna Max. In an interactive app, GPT-6 Luna Max will feel noticeably more responsive. A first-token wait of that length suits background work better than live conversation.
For a 2,000-token response, first token plus generation comes to roughly 7.5 minutes on GPT-6 Astra Max and 2.3 minutes on GPT-6 Luna Max.

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