Codex 5.1 Max vs GPT-5.4

💰 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 has the larger context window (400K). 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 Codex 5.1 Max and GPT-5.4?

A: Codex 5.1 Max (OpenAI) and GPT-5.4 (OpenAI) each have their own strengths in pricing, context length, and capability. Codex 5.1 Max: input $1.13/M, context 400K. GPT-5.4: input $2.25/M, context 400K. Choose based on your task profile and budget.

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

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

Q: Can I use Codex 5.1 Max and GPT-5.4 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 — Codex 5.1 Max or GPT-5.4?

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.