# GPT-5.4 Codex vs Codestral (2026): Benchmarks, Price & Verdict | Alher Tech

> GPT-5.4 Codex vs Codestral: head-to-head 2026 comparison across Arena Elo, MMLU, GPQA, HumanEval, context window and pricing. Verdict + use cases.

- Canonical page: https://alhertech.com/en/ai-comparison/gpt-5-4-codex-vs-codestral/
- Site: Alher Tech (custom software, AI agents and SEO engineering, https://alhertech.com/)
- Contact: https://alhertech.com/en/contact/

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|  | GPT-5.4 Codex | Codestral |
| --- | --- | --- |
| arenaElo | 1408 | 1254 |
| humanEval | 95.5 | 89.7 |
| sweBench | 70 | 35 |
| mmlu | 88.6 | 73.2 |
| gpqa | 60.8 | 41 |
| aime | 86 | 30 |
| Price in/out ($/M) | $9 / $36 | $0.3 / $0.9 |

## Our verdict

GPT-5.4 Codex tops the HumanEval chart but at 30× Codestral's price. Codestral remains the right pick for IDE autocomplete and high-volume inline use. 5.4 Codex shines on autonomous PR generation where a single success pays for the call.

[GPT-5.4 Codex](https://alhertech.com/en/ai-comparison/gpt-5-4-codex/) · [Codestral](https://alhertech.com/en/ai-comparison/codestral/) · [All AI model comparisons](https://alhertech.com/en/ai-comparison/)