# Codestral vs Grok 4.7

> Grok 4.7 is the stronger model overall, scoring 53.1 to 30.6 on the Noometry Index. Codestral costs 6.7× less per token, which makes it the better buy when Grok 4.7's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/codestral-vs-grok-4-7
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in coding, where Grok 4.7 leads 58.0 to 27.3.
- Codestral is cheaper at $0.30 / $0.90 per million input/output tokens, against $2 / $6 for Grok 4.7.
- Grok 4.7 accepts more context: 500K tokens versus 256K.

## Snapshot

| | Codestral | Grok 4.7 |
|---|---|---|
| Provider | Mistral AI | xAI |
| Noometry Index | 30.6 | 53.1 |
| Rank | 290 | 37 |
| Context | 256K | 500K |
| Input $/M | $0.30 | $2 |
| Output $/M | $0.90 | $6 |
| Weights | Proprietary | Proprietary |

## Coding

- Codestral: 27.3 (#321)
- Grok 4.7: 58.0 (#18)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| FrontierCode | — | 47.6% |
| Aider Polyglot | 11.1% | — |
| CursorBench | — | 46.3% |
| LMArena WebDev | — | 1639 |
| FrontierSWE | — | 29.5% |
| SciCode | — | 57.8% |
| BigCodeBench Instruct | 41.8% | — |
| LMArena Coding | — | 1427 |
| BigCodeBench Complete | 52.5% | — |
| ALE-Bench | 137.78 | — |
| HumanEval+ | 73.8% | — |
| MBPP+ | 61.9% | — |

## Agentic & Tool Use

- Codestral: —
- Grok 4.7: 36.7 (#37)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| APEX-Agents | — | 54.6% |
| GDP.pdf | — | 22.8% |
| Vending-Bench 2 | — | 10,537 |

## Reasoning

- Codestral: 19.8 (#251)
- Grok 4.7: 49.1 (#40)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| Kagi LLM Benchmark | 32.5% | — |
| NYT Connections (extended) | — | 76.8% |
| CritPt | — | 18% |
| Chess Puzzles | — | 38% |
| LMArena Hard Prompts | — | 1413 |
| Mystery Game Puzzles | — | 29% |
| DTBench | — | 96% |
| LMCA | — | 49.4% |
| Epoch Capabilities Index | — | 153.53 |

## Math

- Codestral: —
- Grok 4.7: 57.8 (#39)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 53% |
| FrontierMath Tier 4 | — | 17.1% |
| OTIS Mock AIME 2024-2025 | — | 98.1% |
| ProofBench | — | 34% |
| LMArena Math | — | 1407 |

## Knowledge

- Codestral: —
- Grok 4.7: 62.8 (#22)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| GPQA Diamond | — | 92.7% |
| SimpleQA Verified | — | 56% |
| LMArena Expert | — | 1422 |

## Multimodal

- Codestral: —
- Grok 4.7: 35.5 (#87)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| LMArena Vision | — | 1228 |
| Blueprint-Bench 2 | — | 32.5% |
| Furniture Assembly | — | 20.8% |

## Multilingual

- Codestral: —
- Grok 4.7: 50.8 (#116)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| LMArena Non-English | — | 1389 |
| LMArena Chinese | — | 1455 |
| LMArena French | — | 1455 |
| LMArena Russian | — | 1397 |
| LMArena Spanish | — | 1400 |

## Instruction Following

- Codestral: —
- Grok 4.7: 74.1 (#105)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| LMArena Instruction Following | — | 1404 |

## Long Context

- Codestral: —
- Grok 4.7: 43.1 (#104)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| LMArena Longer Query | — | 1413 |

## Writing & Preference

- Codestral: —
- Grok 4.7: 70.0 (#24)

| Benchmark | Codestral | Grok 4.7 |
|---|---|---|
| LMArena Text | — | 1399 |
| LMArena Creative Writing | — | 1391 |
| EQ-Bench Creative Writing | — | 2007 |
| LMArena Multi-Turn | — | 1393 |

## FAQ

### Is Codestral better than Grok 4.7?

Grok 4.7 is the stronger model overall, scoring 53.1 to 30.6 on the Noometry Index. Codestral costs 6.7× less per token, which makes it the better buy when Grok 4.7's lead doesn't matter for your workload.

### Which is cheaper, Codestral or Grok 4.7?

Codestral is cheaper. It lists at $0.30 per million input tokens and $0.90 per million output tokens; Grok 4.7 lists at $2 and $6.

### Is Codestral or Grok 4.7 better for coding?

Grok 4.7 scores higher on coding benchmarks: 58.0 versus 27.3 in the Noometry coding category.

### Which has the bigger context window?

Grok 4.7 does, with 500K tokens against 256K.

### How many benchmarks do Codestral and Grok 4.7 share?

0 benchmarks have published results for both models. Codestral has 7 scored results on Noometry and Grok 4.7 has 39.