# Codellama 70b Instruct vs o1-mini

> Codellama 70b Instruct and o1-mini score almost the same on the Noometry Index (33.7 vs 34.0), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-o1-mini
- Last updated: 2026-10-10
- Shared benchmarks: 5

## Summary

- They share 5 benchmarks with published results for both. Codellama 70b Instruct scores higher in 2 categories and o1-mini in 3 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where o1-mini leads 43.6 to 24.8.
- Codellama 70b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Codellama 70b Instruct | o1-mini |
|---|---|---|
| Provider | Meta | OpenAI |
| Noometry Index | 33.7 | 34.0 |
| Rank | 237 | 235 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Proprietary |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- o1-mini: 35.5 (#224)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| HumanEval+ | 65.9% | 89% |
| Aider Polyglot | — | 32.9% |
| WeirdML | — | 36.3% |
| BigCodeBench Instruct | 40.7% | — |
| LiveBench Coding | — | 48% |
| LMArena Coding | — | 1362 |
| BigCodeBench Complete | 49.6% | — |
| MBPP+ | — | 78.8% |

## Agentic & Tool Use

- Codellama 70b Instruct: —
- o1-mini: 24.6 (#118)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| Cybench | — | 10% |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- o1-mini: 8.8 (#346)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1333 |
| ARC-AGI-2 | — | 0.8% |
| SimpleBench | — | 18.1% |
| ARC-AGI-1 | — | 14% |
| LiveBench Reasoning | — | 72.3% |
| LiveBench Data Analysis | — | 57.9% |
| Epoch Capabilities Index | — | 135.82 |
| LiveBench | — | 57.8% |

## Math

- Codellama 70b Instruct: —
- o1-mini: 35.4 (#186)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| OTIS Mock AIME 2024-2025 | — | 46.9% |
| LiveBench Math | — | 62% |
| LMArena Math | — | 1358 |
| MATH Level 5 | — | 89.2% |
| FrontierMath (Feb 2025 set) | — | 1.7% |

## Knowledge

- Codellama 70b Instruct: —
- o1-mini: 34.9 (#192)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| GPQA Diamond | — | 62.4% |
| Confabulations | — | 18.6% |
| LMArena Expert | — | 1316 |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- o1-mini: 43.6 (#182)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| LMArena Non-English | 992 | 1289 |
| LMArena Chinese | — | 1314 |
| LMArena French | — | 1293 |
| LMArena German | — | 1278 |
| LMArena Japanese | — | 1245 |
| LMArena Korean | — | 1223 |
| LMArena Russian | — | 1283 |
| LMArena Spanish | — | 1303 |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- o1-mini: 66.7 (#206)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| LMArena Instruction Following | 1024 | 1304 |
| LiveBench Instruction Following | — | 65.4% |

## Long Context

- Codellama 70b Instruct: —
- o1-mini: 40.1 (#161)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| LMArena Longer Query | — | 1320 |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- o1-mini: 48.4 (#202)

| Benchmark | Codellama 70b Instruct | o1-mini |
|---|---|---|
| LMArena Text | 1057 | 1317 |
| LMArena Creative Writing | — | 1244 |
| Short-Story Creative Writing | — | 64.9% |
| LMArena Multi-Turn | — | 1314 |
| LiveBench Language | — | 40.9% |

## FAQ

### Is Codellama 70b Instruct better than o1-mini?

Codellama 70b Instruct and o1-mini score almost the same on the Noometry Index (33.7 vs 34.0), so choose on price, context window or the category you care about most.

### Is Codellama 70b Instruct or o1-mini better for coding?

Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 35.5 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and o1-mini share?

5 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and o1-mini has 39.