GPT-5.1 Codex GPT-5.1 Codex is a version of GPT-5.1 optimized for agentic coding tasks in Codex or similar environments. It features higher reasoning capabilities and is available in the Responses API. The underlying model snapshot is regularly updated. Show more Benchmark results Service providers SWE-Bench Verified 73.7% i SWE-Lancer 66.3% i Terminal-Bench 2.0 52.8% i Pricing, uptime, and speed via OpenRouter — updated Jul 17, 2026, 04:19 AM. Provider Status Input Output Limits Uptime Speed Notes Azure available $1.25/Mtok cache $0.13/Mtok $10.00/Mtok 400K tokens context 128K tokens max output — — cache $0.01/web search OpenAI available $2.50/Mtok cache $0.25/Mtok $20.00/Mtok 400K tokens context 128K tokens max output — — cache $0.01/web search