# Codestral vs Llama 4 Maverick

> Codestral and Llama 4 Maverick score almost the same on the Noometry Index (30.6 vs 30.9), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/codestral-vs-llama-4-maverick
- Last updated: 2026-10-11
- Shared benchmarks: 5

## Summary

- They share 5 benchmarks with published results for both. Codestral scores higher in 2 categories and Llama 4 Maverick in 0 categories; one gap is clear of the uncertainty.
- The widest gap is in reasoning, where Codestral leads 19.8 to 10.1.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 32.5% for Codestral and 55.9% for Llama 4 Maverick.
- Llama 4 Maverick is cheaper at $0.19 / $0.65 per million input/output tokens, against $0.30 / $0.90 for Codestral.
- Codestral accepts more context: 256K tokens versus 128K.
- Llama 4 Maverick has downloadable open weights; the other is API-only.

## Snapshot

| | Codestral | Llama 4 Maverick |
|---|---|---|
| Provider | Mistral AI | Meta |
| Noometry Index | 30.6 | 30.9 |
| Rank | 290 | 282 |
| Context | 256K | 128K |
| Input $/M | $0.30 | $0.19 |
| Output $/M | $0.90 | $0.65 |
| Weights | Proprietary | Open |

## Coding

- Codestral: 27.3 (#321)
- Llama 4 Maverick: 26.6 (#324)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| Aider Polyglot | 11.1% | 15.6% |
| BigCodeBench Instruct | 41.8% | 49.7% |
| BigCodeBench Complete | 52.5% | 61.4% |
| ALE-Bench | 137.78 | 172.97 |
| SWE-bench Verified (bash only) | — | 21% |
| SciCode | — | 33.1% |
| WeirdML | — | 24.5% |
| LMArena Coding | — | 1302 |
| HumanEval+ | 73.8% | — |
| MBPP+ | 61.9% | — |

## Agentic & Tool Use

- Codestral: —
- Llama 4 Maverick: 28.2 (#91)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 37.3% |

## Reasoning

- Codestral: 19.8 (#251)
- Llama 4 Maverick: 10.1 (#342)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| Kagi LLM Benchmark | 32.5% | 55.9% |
| ARC-AGI-2 | — | 0% |
| SimpleBench | — | 27.7% |
| NYT Connections (extended) | — | 8% |
| ARC-AGI-1 | — | 4.4% |
| CritPt | — | 0% |
| EnigmaEval | — | 0.6% |
| LMArena Hard Prompts | — | 1281 |
| DTBench | — | 61.9% |
| LMCA | — | 15.9% |
| Epoch Capabilities Index | — | 132.2 |
| ForecastBench | — | 57.5 |

## Math

- Codestral: —
- Llama 4 Maverick: 26.0 (#262)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 20.6% |
| Omni-MATH | — | 42.2% |
| LMArena Math | — | 1299 |
| MATH Level 5 | — | 73% |
| FrontierMath (Feb 2025 set) | — | 0.7% |

## Knowledge

- Codestral: —
- Llama 4 Maverick: 33.4 (#204)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| GPQA Diamond | — | 67% |
| Humanity's Last Exam | — | 5.7% |
| MMLU-Pro | — | 81% |
| Confabulations | — | 22.6% |
| Vectara Hallucination Rate | — | 8.2% |
| GPQA (HELM) | — | 65% |
| LMArena Expert | — | 1259 |

## Multimodal

- Codestral: —
- Llama 4 Maverick: 31.6 (#105)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| LMArena Vision | — | 1142 |
| GeoBench | — | 52% |
| SpatialViz-Bench | — | 31.8% |

## Multilingual

- Codestral: —
- Llama 4 Maverick: 42.2 (#195)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| LMArena Non-English | — | 1269 |
| LMArena Chinese | — | 1277 |
| LMArena French | — | 1259 |
| LMArena German | — | 1291 |
| LMArena Japanese | — | 1207 |
| LMArena Korean | — | 1203 |
| LMArena Russian | — | 1286 |
| LMArena Spanish | — | 1293 |

## Instruction Following

- Codestral: —
- Llama 4 Maverick: 71.7 (#146)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| IFEval | — | 90.8% |
| LMArena Instruction Following | — | 1267 |

## Long Context

- Codestral: —
- Llama 4 Maverick: 31.4 (#279)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| Fiction.LiveBench | — | 46.2% |
| LMArena Longer Query | — | 1280 |

## Writing & Preference

- Codestral: —
- Llama 4 Maverick: 38.8 (#252)

| Benchmark | Codestral | Llama 4 Maverick |
|---|---|---|
| LMArena Text | — | 1287 |
| LMArena Creative Writing | — | 1267 |
| Short-Story Creative Writing | — | 62% |
| EQ-Bench Creative Writing | — | 860 |
| WildBench | — | 80% |
| LMArena Multi-Turn | — | 1289 |

## FAQ

### Is Codestral better than Llama 4 Maverick?

Codestral and Llama 4 Maverick score almost the same on the Noometry Index (30.6 vs 30.9), so choose on price, context window or the category you care about most.

### Which is cheaper, Codestral or Llama 4 Maverick?

Llama 4 Maverick is cheaper. It lists at $0.19 per million input tokens and $0.65 per million output tokens; Codestral lists at $0.30 and $0.90.

### Is Codestral or Llama 4 Maverick better for coding?

They score almost the same on coding (27.3 vs 26.6); test both on your own repository before choosing.

### Which has the bigger context window?

Codestral does, with 256K tokens against 128K.

### How many benchmarks do Codestral and Llama 4 Maverick share?

5 benchmarks have published results for both models. Codestral has 7 scored results on Noometry and Llama 4 Maverick has 54.