Updated

Claude Opus 4.8 vs GPT-6 Astra

Claude Opus 4.8 had 24% fewer counted bugs per line than GPT-6 Astra (0.88 vs 1.16).

Claude Opus 4.8 and GPT-6 Astra compared on relative bug rate, by coding agent, bug type, and language, and on price and usage.
Claude Opus 4.8GPT-6 Astra
Bug rate
Relative bug rate0.881.16
Rank#2 of 7#3 of 7
Details
Share of AI-written code, week of Sep 141.9%19.6%

1.00 = average · lower is better

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Questions and answers

Which has fewer bugs, Claude Opus 4.8 or GPT-6 Astra?
Claude Opus 4.8 had 24% fewer counted bugs per line than GPT-6 Astra (0.88 vs 1.16). Claude Opus 4.8 ranks #2 of 7 and GPT-6 Astra #3.
Which is used more, Claude Opus 4.8 or GPT-6 Astra?
GPT-6 Astra, with 19.6% of the AI-written code reviewed by cubic in the week of Sep 14, 2026, against 1.9% for Claude Opus 4.8.