Is GPT-5.4 pro or GPT-5.1 Codex Max cheaper?

GPT-5.1 Codex Max is cheaper on output tokens ($10.00 vs $180.00 per 1M).

Which has the larger context window, GPT-5.4 pro or GPT-5.1 Codex Max?

Both models offer a similar context window.

GPT-5.4 pro vs GPT-5.1 Codex Max

GPT-5.1 Codex Max is cheaper on output tokens. Choose GPT-5.4 pro or GPT-5.1 Codex Max based on the trade-off between cost, context, and the benchmarks that matter for your use case.

Spec	GPT-5.4 pro	GPT-5.1 Codex Max
Provider	DigitalOcean	DigitalOcean
Input / 1M tokens	$30.00	$1.25
Output / 1M tokens	$180.00	$10.00
Context window	400K	400K
Parameters	—	—
Open weights	No	No
Released	Mar 2026	Nov 2025

GPT-5.4 pro details →GPT-5.1 Codex Max details →

FAQ

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