# Codestral vs GPT-5.3 Codex

> GPT-5.3 Codex is the stronger model overall, scoring 45.8 to 30.6 on the Noometry Index. Codestral costs 11× less per token, which makes it the better buy when GPT-5.3 Codex's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/codestral-vs-gpt-5-3-codex
- Last updated: 2026-10-11
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. Codestral scores higher in 0 categories and GPT-5.3 Codex in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where GPT-5.3 Codex leads 48.6 to 27.3.
- Codestral is cheaper at $0.30 / $0.90 per million input/output tokens, against $1.75 / $14 for GPT-5.3 Codex.
- GPT-5.3 Codex accepts more context: 400K tokens versus 256K.

## Snapshot

| | Codestral | GPT-5.3 Codex |
|---|---|---|
| Provider | Mistral AI | OpenAI |
| Noometry Index | 30.6 | 45.8 |
| Rank | 290 | 69 |
| Context | 256K | 400K |
| Input $/M | $0.30 | $1.75 |
| Output $/M | $0.90 | $14 |
| Weights | Proprietary | Proprietary |

## Coding

- Codestral: 27.3 (#321)
- GPT-5.3 Codex: 48.6 (#56)

| Benchmark | Codestral | GPT-5.3 Codex |
|---|---|---|
| ALE-Bench | 137.78 | 1,655 |
| SWE-bench Verified | — | 74.8% |
| Aider Polyglot | 11.1% | — |
| LMArena WebDev | — | 1409 |
| WeirdML | — | 79.3% |
| BigCodeBench Instruct | 41.8% | — |
| BigCodeBench Complete | 52.5% | — |
| HumanEval+ | 73.8% | — |
| MBPP+ | 61.9% | — |

## Agentic & Tool Use

- Codestral: —
- GPT-5.3 Codex: 48.0 (#9)

| Benchmark | Codestral | GPT-5.3 Codex |
|---|---|---|
| Terminal-Bench | — | 78.4% |
| METR Time Horizons | — | 74.5% |
| Vending-Bench 2 | — | 5,940 |

## Reasoning

- Codestral: 19.8 (#251)
- GPT-5.3 Codex: —

| Benchmark | Codestral | GPT-5.3 Codex |
|---|---|---|
| Kagi LLM Benchmark | 32.5% | — |
| Epoch Capabilities Index | — | 156.77 |

## FAQ

### Is Codestral better than GPT-5.3 Codex?

GPT-5.3 Codex is the stronger model overall, scoring 45.8 to 30.6 on the Noometry Index. Codestral costs 11× less per token, which makes it the better buy when GPT-5.3 Codex's lead doesn't matter for your workload.

### Which is cheaper, Codestral or GPT-5.3 Codex?

Codestral is cheaper. It lists at $0.30 per million input tokens and $0.90 per million output tokens; GPT-5.3 Codex lists at $1.75 and $14.

### Is Codestral or GPT-5.3 Codex better for coding?

GPT-5.3 Codex scores higher on coding benchmarks: 48.6 versus 27.3 in the Noometry coding category.

### Which has the bigger context window?

GPT-5.3 Codex does, with 400K tokens against 256K.

### How many benchmarks do Codestral and GPT-5.3 Codex share?

1 benchmark has published results for both models. Codestral has 7 scored results on Noometry and GPT-5.3 Codex has 8.