Updated

Claude Opus 4.8 vs GPT-6 Astra

Claude Opus 4.8 is no longer ranked because it now writes under 0.5% of AI-attributed lines.

Claude Opus 4.8 and GPT-6 Astra compared on relative bug rate and on price and usage.
Claude Opus 4.8GPT-6 Astra
Bug rate
Relative bug rateNo longer ranked0.95
Details
ProviderAnthropicOpenAI
ReleasedMay 28, 2026Sep 4, 2026
List price$5 input / $25 output per 1M tokens$10 input / $50 output per 1M tokens
Share of AI-written code, week of Nov 20.2%4.5%

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 is no longer ranked because it now writes under 0.5% of AI-attributed lines.
Which is cheaper, Claude Opus 4.8 or GPT-6 Astra?
Claude Opus 4.8 lists at $5 input / $25 output per 1M tokens; GPT-6 Astra lists at $10 input / $50 output per 1M tokens. Claude Opus 4.8 has the lower list price.
Which is used more, Claude Opus 4.8 or GPT-6 Astra?
GPT-6 Astra, with 4.5% of the AI-written code reviewed by cubic in the week of Nov 2, 2026, against 0.2% for Claude Opus 4.8.