GPT-5.1: added the launch-reported SWE-bench Verified result; this is historical evidence, not a newly measured improvement
Quantifying model performance through verified historical software engineering benchmarks.
Added the launch-reported SWE-bench Verified result; this is historical evidence, not a newly measured improvement — verified by the OnAirToday AI Progress Tracker against OpenAI's published documentation.
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The OnAirToday AI Progress Tracker recorded a verified change to OpenAI's GPT-5.1 (version gpt-5.1): Added the launch-reported SWE-bench Verified result; this is historical evidence, not a newly measured improvement.
GPT-5.1 is an OpenAI model for text generation, coding and tool-driven workflows, with image input and configurable reasoning effort. This profile reflects published launch specifications, not a live-verified September 2026 availability or pricing check; the supplied later-family headlines alone do not establish changes to GPT-5.1.
Teams building on GPT-5.1 should confirm limits, pricing and benchmark coverage against the vendor's own documentation before relying on these figures.
The full profile — capabilities, benchmark citations, known flaws and risk guidance — is on the tracker at /ai-models/gpt-5-1.
References:
- https://openai.com/index/gpt-5-1/
- https://openai.com/index/gpt-5-1-for-developers/
- https://platform.openai.com/docs/models/gpt-5.1
Generated insight by OnAirToday AI
Integrating established SWE-bench Verified results provides a more transparent benchmark for evaluating LLM software engineering capabilities. This historical validation helps stakeholders distinguish between marketing claims and documented performance in complex coding environments.

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