GPT-5.1 Codex
LLM Provider / Model ยท Codex CLI and long-horizon coding agents; engineered for terminal-driven workflows
At a glance
| Input price | $1.25 |
| Output price | $10 |
| Cache price | $0.125 |
| Price tier | Mid |
| Context window | 400K |
| Max output | 128K |
| Context tier | 128K-500K |
| Speed tier | Medium |
| Latency | medium |
| Knowledge cutoff | Oct 2025 |
| Modality | Text + Vision |
| Model ID | gpt-5.1-codex |
| Provider | OpenAI |
| HumanEval | 95% |
| MMLU | 88% |
| SWE-Bench | 75% |
| Benchmark | SWE-bench Verified ~75% |
| Released | Nov 2025 |
| Hosting | Closed/API |
| Capabilities | Tool use, Coding-specialized fine-tune, Long-running tasks, Streaming, Function calling, Prompt caching |
What GPT-5.1 Codex does
Tool use, Coding-specialized fine-tune, Long-running tasks, Streaming, Function calling, Prompt caching
Best for
Codex CLI and long-horizon coding agents; engineered for terminal-driven workflows
Works well with
Integration
Agent / Orchestration
Conflicts & caveats
- Kiro's spec mode is tuned for Claude models โ GPT-5.1 Codex may work but spec-driven flows are best with Claude.
- Gemini CLI is locked to Google Gemini models โ your LLM is GPT-5.1 Codex.
- Claude Code only works with Claude models โ your LLM is GPT-5.1 Codex.
- Devin uses Cognition's proprietary model internally โ your selected GPT-5.1 Codex will be ignored.
- OpenAI Codex (Cloud) runs GPT-5.1 Codex internally โ your selected GPT-5.1 Codex will be ignored.
- Jules runs Gemini models internally โ your selected GPT-5.1 Codex will be ignored.
- The Claude Code SDK is tuned for Claude models โ GPT-5.1 Codex may work via the model adapter but loses Claude-specific features (thinking, prompt caching, sub-agents).
- Lovable uses a fixed internal model โ your selected GPT-5.1 Codex will be ignored.
- Replit Agent 3 uses its own model selection internally โ your selected GPT-5.1 Codex will be ignored.
Build a full stack around GPT-5.1 Codex โ Flowpicker shows compatibility warnings before you commit.
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