# Codellama 70b Instruct vs Deepseek Coder v2

> Deepseek Coder v2 is the stronger model overall, scoring 35.9 to 33.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-deepseek-coder-v2
- Last updated: 2026-10-11
- Shared benchmarks: 7

## Summary

- They share 7 benchmarks with published results for both. Codellama 70b Instruct scores higher in 0 categories and Deepseek Coder v2 in 5 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Deepseek Coder v2 leads 36.3 to 24.8.
- The biggest single-benchmark swing is BigCodeBench Complete: 49.6% for Codellama 70b Instruct and 59.7% for Deepseek Coder v2.

## Snapshot

| | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| Provider | Meta | DeepSeek |
| Noometry Index | 33.7 | 35.9 |
| Rank | 237 | 220 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- Deepseek Coder v2: 38.1 (#183)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| BigCodeBench Instruct | 40.7% | 48.2% |
| BigCodeBench Complete | 49.6% | 59.7% |
| HumanEval+ | 65.9% | 82.3% |
| LMArena Coding | — | 1251 |
| MBPP+ | — | 75.1% |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- Deepseek Coder v2: 23.6 (#176)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1207 |
| WinoGrande | — | 83.7% |

## Math

- Codellama 70b Instruct: —
- Deepseek Coder v2: 34.9 (#190)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| LMArena Math | — | 1241 |
| GSM8K | — | 94.5% |

## Knowledge

- Codellama 70b Instruct: —
- Deepseek Coder v2: 32.3 (#212)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| LMArena Expert | — | 1181 |
| ARC (AI2) Challenge | — | 64.3% |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- Deepseek Coder v2: 36.3 (#240)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| LMArena Non-English | 992 | 1182 |
| LMArena Chinese | — | 1201 |
| LMArena French | — | 1185 |
| LMArena German | — | 1164 |
| LMArena Japanese | — | 1126 |
| LMArena Korean | — | 1104 |
| LMArena Russian | — | 1188 |
| LMArena Spanish | — | 1153 |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- Deepseek Coder v2: 61.7 (#242)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| LMArena Instruction Following | 1024 | 1180 |

## Long Context

- Codellama 70b Instruct: —
- Deepseek Coder v2: 37.0 (#224)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| LMArena Longer Query | — | 1219 |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- Deepseek Coder v2: 38.2 (#253)

| Benchmark | Codellama 70b Instruct | Deepseek Coder v2 |
|---|---|---|
| LMArena Text | 1057 | 1191 |
| LMArena Creative Writing | — | 1120 |
| LMArena Multi-Turn | — | 1177 |

## FAQ

### Is Codellama 70b Instruct better than Deepseek Coder v2?

Deepseek Coder v2 is the stronger model overall, scoring 35.9 to 33.7 on the Noometry Index.

### Is Codellama 70b Instruct or Deepseek Coder v2 better for coding?

They score almost the same on coding (37.6 vs 38.1); test both on your own repository before choosing.

### How many benchmarks do Codellama 70b Instruct and Deepseek Coder v2 share?

7 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Deepseek Coder v2 has 24.