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GPT-6 Astra vs GPT-6.1 Sol

Reading a 26.2K-token pull request costs $0.2621 on GPT-6 Astra, 5.0× the $0.0524 it costs on GPT-6.1 Sol. GPT-6 Astra is a frontier model and GPT-6.1 Sol a mid-range one.

Side by side

GPT-6 Astra and GPT-6.1 Sol side by side
FigureGPT-6 AstraGPT-6.1 Sol
Price tierFrontierMid-range
Bugs caughtshare of known bugs–89%
False alarmsper clean PR–0.9
Cost per reviewmeasured–$0.0401
Cost per bug caught–$0.0514
Exact linecatches on the expected lines–95%
Review timemean–28s
Typical review calllist price$0.3829$0.0766 (better)
Input / 1M tokens$10.00$2.00 (better)
Output / 1M tokens$50.00$10.00 (better)
Context window1.1M1.1M

Not benchmarked yet

GPT-6 Astra isn't benchmarked yet, so this page compares list prices only. Measured bugs caught, false alarms and a bug-by-bug comparison appear here once both have results.

See measured models