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GPT-5.4 Pro vs GPT-5.3 Codex

GPT-5.3 Codex is cheaper on output tokens, while GPT-5.4 Pro offers a larger context window. Choose GPT-5.4 Pro or GPT-5.3 Codex based on the trade-off between cost, context, and the benchmarks that matter for your use case.

SpecGPT-5.4 ProGPT-5.3 Codex
ProviderLLM GatewayLLM Gateway
Input / 1M tokens$30.00$1.75
Output / 1M tokens$180.00$14.00
Context window1.1M400K
Parameters
Open weightsNoNo
ReleasedMar 2026Feb 2026

FAQ

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.