Model comparison

GPT-5.1-Codex vs GPT-4o

Capability radar, value bars, and side-by-side posture.

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GPT-5.1-Codex
Not scored
value score
GPT-4o
87
value score
GPT-5.1-Codex ctx
GPT-4o ctx
128K

Capability radar

Value · context · multimodal · openness · speed posture

Value head-to-head

  • GPT-4o87

Attribute tape

FieldGPT-5.1-CodexGPT-4o
DeveloperOpenAIOpenAI
Context128K
ModalitiesText, Code, Image, Audio
OpennessProprietary Model
Speed
Price$2.5/1M in · $10/1M out
Value score87
SummaryGPT-5.1-Codex is OpenAI's agentic coding model, optimized for long-running software engineering tasks such as feature development, refactoring, debugging, and code review in Codex-like environments. It is distinct from GPT-5.1 in being purpose-built for developer workflows rather than general-purpose conversation.Omni multimodal GPT widely deployed in products.
Open GPT-5.1-CodexOpen GPT-4o