GPT-5.4 Pro vs Codex 5.1 Max

💰 Budget priority

Codex 5.1 Max is cheaper on output pricing. For output-heavy workloads (code generation, content creation), the price gap materially affects monthly cost.

📚 Long documents / large context

GPT-5.4 Pro has the larger context window (1.0M). Pick it for large codebases, long-form novels, or legal contracts.

💡 Hands-on recommendation

Sign up for Nodebyt to call both models with a single API key — just swap the `model` parameter. A $2 top-up is more than enough for side-by-side evaluation.

Q: What's the difference between GPT-5.4 Pro and Codex 5.1 Max?

A: GPT-5.4 Pro (OpenAI) and Codex 5.1 Max (OpenAI) each have their own strengths in pricing, context length, and capability. GPT-5.4 Pro: input $27.00/M, context 1.0M. Codex 5.1 Max: input $1.13/M, context 400K. Choose based on your task profile and budget.

Q: Which is cheaper — GPT-5.4 Pro or Codex 5.1 Max?

A: By output price: Codex 5.1 Max is cheaper ($9.00/M).

Q: Can I use GPT-5.4 Pro and Codex 5.1 Max together?

A: Yes. With Nodebyt, a single API key works across all supported models — just switch the `model` parameter in your code, no separate account required. Ideal for apps that need different models for different scenarios.

Q: Which is better for coding — GPT-5.4 Pro or Codex 5.1 Max?

A: Check the capability table above for each model's support. Claude Sonnet is widely regarded as the strongest coding model, GPT-5 is well-rounded, and DeepSeek offers standout value. We recommend trying both before committing.