# GPT-5.2 Codex vs Magistral Small

> GPT-5.2 Codex is the stronger model overall, scoring 42.6 to 30.2 on the Noometry Index. Magistral Small costs 6.4× less per token, which makes it the better buy when GPT-5.2 Codex's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/gpt-5-2-codex-vs-magistral-small
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in coding, where GPT-5.2 Codex leads 45.5 to 38.4.
- Magistral Small is cheaper at $0.50 / $1.50 per million input/output tokens, against $1.75 / $14 for GPT-5.2 Codex.
- GPT-5.2 Codex accepts more context: 400K tokens versus 128K.
- Magistral Small has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-5.2 Codex | Magistral Small |
|---|---|---|
| Provider | OpenAI | Mistral AI |
| Noometry Index | 42.6 | 30.2 |
| Rank | 111 | 296 |
| Context | 400K | 128K |
| Input $/M | $1.75 | $0.50 |
| Output $/M | $14 | $1.50 |
| Weights | Proprietary | Open |

## Coding

- GPT-5.2 Codex: 45.5 (#71)
- Magistral Small: 38.4 (#176)

| Benchmark | GPT-5.2 Codex | Magistral Small |
|---|---|---|
| SWE-bench Verified (bash only) | 72.8% | — |
| LMArena WebDev | 1339 | — |
| SWE-bench Multilingual | 66.3% | — |
| SciCode | — | 35.2% |
| ALE-Bench | 1,300 | — |

## Agentic & Tool Use

- GPT-5.2 Codex: 41.0 (#22)
- Magistral Small: —

| Benchmark | GPT-5.2 Codex | Magistral Small |
|---|---|---|
| Terminal-Bench | 66.5% | — |

## Reasoning

- GPT-5.2 Codex: —
- Magistral Small: 6.8 (#350)

| Benchmark | GPT-5.2 Codex | Magistral Small |
|---|---|---|
| ARC-AGI-2 | — | 0% |
| Kagi LLM Benchmark | — | 6.3% |
| ARC-AGI-1 | — | 5% |
| CritPt | — | 0.3% |
| Chess Puzzles | — | 3% |
| DTBench | — | 61.3% |
| Epoch Capabilities Index | — | 133.19 |

## Math

- GPT-5.2 Codex: —
- Magistral Small: 26.2 (#261)

| Benchmark | GPT-5.2 Codex | Magistral Small |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 30% |

## Knowledge

- GPT-5.2 Codex: —
- Magistral Small: 30.9 (#223)

| Benchmark | GPT-5.2 Codex | Magistral Small |
|---|---|---|
| GPQA Diamond | — | 56.1% |

## FAQ

### Is GPT-5.2 Codex better than Magistral Small?

GPT-5.2 Codex is the stronger model overall, scoring 42.6 to 30.2 on the Noometry Index. Magistral Small costs 6.4× less per token, which makes it the better buy when GPT-5.2 Codex's lead doesn't matter for your workload.

### Which is cheaper, GPT-5.2 Codex or Magistral Small?

Magistral Small is cheaper. It lists at $0.50 per million input tokens and $1.50 per million output tokens; GPT-5.2 Codex lists at $1.75 and $14.

### Is GPT-5.2 Codex or Magistral Small better for coding?

GPT-5.2 Codex scores higher on coding benchmarks: 45.5 versus 38.4 in the Noometry coding category.

### Which has the bigger context window?

GPT-5.2 Codex does, with 400K tokens against 128K.

### How many benchmarks do GPT-5.2 Codex and Magistral Small share?

0 benchmarks have published results for both models. GPT-5.2 Codex has 5 scored results on Noometry and Magistral Small has 10.