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Codex 5.3 vs GPT-5.4 Mini

Codex 5.3 vs GPT-5.4 Mini

Full comparison on pricing, capabilities, and context length — pick the right model for your use case

OpenAI
OpenAI

Codex 5.3

OpenAI 为代码和终端 agent 专门优化的模型,Codex CLI / GitHub Copilot 背后同款。擅长大型代码库重构、bug 修复、命令行自动化,在 SWE-bench 等编程 benchmark 上领先。

Input

$1.57

Output

$12.60

View Codex 5.3 details
OpenAI
OpenAI

GPT-5.4 Mini

OpenAI's flagship model, surpassing the GPT-4 family across the board. Stronger reasoning, faster response, native multimodal input. An all-purpose choice for everyday chat and creative generation.

Input

$0.68

Output

$4.05

View GPT-5.4 Mini details
ItemCodex 5.3GPT-5.4 Mini

Brand

OpenAI

OpenAI

Input price (per 1M tokens)

$1.57

$0.68

Output price (per 1M tokens)

$12.60

$4.05

Context length

400K tokens

400K tokens

Max output

64K tokens

16K tokens

Release date

2026-02

2026-03

Tier

flagship
value

Code generation

Function calling

Streaming output

Long context

Tool use

Chain-of-thought reasoning

Vision understanding

Which should I choose?

💰 Budget priority

GPT-5.4 Mini 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 Mini 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.

Frequently asked questions

Q: What's the difference between Codex 5.3 and GPT-5.4 Mini?

A: Codex 5.3 (OpenAI) and GPT-5.4 Mini (OpenAI) each have their own strengths in pricing, context length, and capability. Codex 5.3: input $1.57/M, context 400K. GPT-5.4 Mini: input $0.68/M, context 400K. Choose based on your task profile and budget.

Q: Which is cheaper — Codex 5.3 or GPT-5.4 Mini?

A: By output price: GPT-5.4 Mini is cheaper ($4.05/M).

Q: Can I use Codex 5.3 and GPT-5.4 Mini 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 5.3 or GPT-5.4 Mini?

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.

One account, both models

Free trial credits on signup. Switch models by changing one line of code.

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