Updated

GPT-5.5 vs GPT-6 Astra

GPT-5.5 had 60% fewer counted bugs per line than GPT-6 Astra (0.47 vs 1.16).

GPT-5.5 and GPT-6 Astra compared on relative bug rate, by coding agent, bug type, and language, and on price and usage.
GPT-5.5GPT-6 Astra
Bug rate
Relative bug rate0.471.16
Rank#1 of 9#5 of 9
By coding agent
Codex0.421.42
Details
ProviderOpenAIOpenAI
ReleasedApr 23, 2026Sep 4, 2026
List price$5 input / $30 output per 1M tokens$10 input / $50 output per 1M tokens
Share of AI-written code, week of Sep 140.1%19.6%

1.00 = average · lower is better

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Questions and answers

Which has fewer bugs, GPT-5.5 or GPT-6 Astra?
GPT-5.5 had 60% fewer counted bugs per line than GPT-6 Astra (0.47 vs 1.16). GPT-5.5 ranks #1 of 9 and GPT-6 Astra #5.
Which is cheaper, GPT-5.5 or GPT-6 Astra?
GPT-5.5 lists at $5 input / $30 output per 1M tokens; GPT-6 Astra lists at $10 input / $50 output per 1M tokens. GPT-5.5 has the lower list price.
Which is used more, GPT-5.5 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 0.1% for GPT-5.5.