# Codellama 70b Instruct vs MiniMax-M2

> MiniMax-M2 is the stronger model overall, scoring 37.4 to 33.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-minimax-m2
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and MiniMax-M2 in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where MiniMax-M2 leads 45.3 to 24.8.

## Snapshot

| | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| Provider | Meta | MiniMax |
| Noometry Index | 33.7 | 37.4 |
| Rank | 237 | 204 |
| Context | — | 205K |
| Input $/M | — | $0.30 |
| Output $/M | — | $1.20 |
| Weights | Open | Open |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- MiniMax-M2: 39.3 (#159)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| SWE-bench Verified (bash only) | — | 61% |
| LMArena WebDev | — | 1297 |
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1370 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |

## Agentic & Tool Use

- Codellama 70b Instruct: —
- MiniMax-M2: 25.1 (#109)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| Terminal-Bench | — | 30% |
| Vending-Bench 2 | — | 160.6 |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- MiniMax-M2: 19.4 (#258)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1357 |
| Kagi LLM Benchmark | — | 57.8% |
| NYT Connections (extended) | — | 14.8% |

## Math

- Codellama 70b Instruct: —
- MiniMax-M2: 37.3 (#160)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| LMArena Math | — | 1352 |

## Knowledge

- Codellama 70b Instruct: —
- MiniMax-M2: 37.0 (#163)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| LMArena Expert | — | 1337 |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- MiniMax-M2: 45.3 (#171)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| LMArena Non-English | 992 | 1313 |
| LMArena Chinese | — | 1366 |
| LMArena French | — | 1335 |
| LMArena German | — | 1355 |
| LMArena Russian | — | 1331 |
| LMArena Spanish | — | 1326 |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- MiniMax-M2: 70.2 (#166)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| LMArena Instruction Following | 1024 | 1328 |

## Long Context

- Codellama 70b Instruct: —
- MiniMax-M2: 40.5 (#153)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| LMArena Longer Query | — | 1331 |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- MiniMax-M2: 53.0 (#162)

| Benchmark | Codellama 70b Instruct | MiniMax-M2 |
|---|---|---|
| LMArena Text | 1057 | 1340 |
| LMArena Creative Writing | — | 1286 |
| LMArena Multi-Turn | — | 1361 |

## FAQ

### Is Codellama 70b Instruct better than MiniMax-M2?

MiniMax-M2 is the stronger model overall, scoring 37.4 to 33.7 on the Noometry Index.

### Is Codellama 70b Instruct or MiniMax-M2 better for coding?

MiniMax-M2 scores higher on coding benchmarks: 39.3 versus 37.6 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and MiniMax-M2 share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and MiniMax-M2 has 21.