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66If you don't pin a model or `model_reasoning_effort`, Codex can choose a setup66If you don't pin a model or `model_reasoning_effort`, Codex can choose a setup
67that balances intelligence, speed, and price for the task. It may favor67that balances intelligence, speed, and price for the task. It may favor
6868`gpt-5.4-mini` for fast scans or a higher-effort `gpt-5.4``gpt-5.4-mini` for fast scans or a higher-effort `gpt-5.5` configuration for
6969configuration for more demanding reasoning. When you want finer control, steer thatmore demanding reasoning when that model is available. When you want finer
7070choice in your prompt or set `model` and `model_reasoning_effort` directly incontrol, steer that choice in your prompt or set `model` and
7171the agent file.`model_reasoning_effort` directly in the agent file.
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7373For most tasks in Codex, start with `gpt-5.4`. Use `gpt-5.4-mini` when youFor most tasks in Codex, start with `gpt-5.5` when it is available. Continue
7474want a faster, lower-cost option for lighter subagent work. If you have using `gpt-5.4` during the rollout if `gpt-5.5` is not yet available. Use
7575ChatGPT Pro and want near-instant text-only iteration, `gpt-5.3-codex-spark` `gpt-5.4-mini` when you want a faster, lower-cost option for lighter subagent
7676remains available in research preview. work. If you have ChatGPT Pro and want near-instant text-only iteration,
77 `gpt-5.3-codex-spark` remains available in research preview.
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78### Model choice79### Model choice
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8081- **`gpt-5.4`**: Start here for most agents. It combines strong coding, reasoning, tool use, and broader workflows. The main agent and agents that coordinate ambiguous or multi-step work fit here.- **`gpt-5.5`**: Start here for demanding agents when it is available. It is strongest for ambiguous, multi-step work that needs planning, tool use, validation, and follow-through across a larger context.
82- **`gpt-5.4`**: Use this when `gpt-5.5` is not yet available or when a workflow is pinned to GPT-5.4. It combines strong coding, reasoning, tool use, and broader workflows.
81- **`gpt-5.4-mini`**: Use for agents that favor speed and efficiency over depth, such as exploration, read-heavy scans, large-file review, or processing supporting documents. It works well for parallel workers that return distilled results to the main agent.83- **`gpt-5.4-mini`**: Use for agents that favor speed and efficiency over depth, such as exploration, read-heavy scans, large-file review, or processing supporting documents. It works well for parallel workers that return distilled results to the main agent.
82- **`gpt-5.3-codex-spark`**: If you have ChatGPT Pro, use this research preview model for near-instant, text-only iteration when latency matters more than broader capability.84- **`gpt-5.3-codex-spark`**: If you have ChatGPT Pro, use this research preview model for near-instant, text-only iteration when latency matters more than broader capability.
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