# Codellama 34b Instruct vs Qwen3-Coder 480B-A35B Instruct

> Qwen3-Coder 480B-A35B Instruct is the stronger model overall, scoring 38.1 to 30.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/codellama-34b-instruct-vs-qwen3-coder-480b-a35b-instruct
- Last updated: 2026-10-11
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Codellama 34b Instruct scores higher in 0 categories and Qwen3-Coder 480B-A35B Instruct in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Qwen3-Coder 480B-A35B Instruct leads 55.3 to 28.2.

## Snapshot

| | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| Provider | Meta | Alibaba (Qwen) |
| Noometry Index | 30.8 | 38.1 |
| Rank | 287 | 190 |
| Context | — | 262K |
| Input $/M | — | $1.50 |
| Output $/M | — | $7.50 |
| Weights | Open | Open |

## Coding

- Codellama 34b Instruct: 28.5 (#314)
- Qwen3-Coder 480B-A35B Instruct: 35.5 (#223)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Coding | 1046 | 1412 |
| SWE-bench Verified (bash only) | — | 55.4% |
| LMArena WebDev | — | 1275 |
| GSO | — | 4.9% |
| WeirdML | — | 41.2% |
| BigCodeBench Instruct | 29% | — |
| BigCodeBench Complete | 37.1% | — |
| ALE-Bench | — | 461.45 |
| AlgoTune | — | 1.44 |
| HumanEval+ | 43.9% | — |
| MBPP+ | 56.3% | — |

## Agentic & Tool Use

- Codellama 34b Instruct: —
- Qwen3-Coder 480B-A35B Instruct: 23.9 (#123)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| Terminal-Bench | — | 27.2% |

## Reasoning

- Codellama 34b Instruct: 19.6 (#255)
- Qwen3-Coder 480B-A35B Instruct: 25.5 (#149)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Hard Prompts | 1032 | 1372 |
| Kagi LLM Benchmark | — | 49.5% |

## Math

- Codellama 34b Instruct: 31.0 (#230)
- Qwen3-Coder 480B-A35B Instruct: 37.6 (#150)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Math | 1056 | 1365 |

## Knowledge

- Codellama 34b Instruct: —
- Qwen3-Coder 480B-A35B Instruct: 37.0 (#162)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Expert | — | 1338 |

## Multilingual

- Codellama 34b Instruct: 25.8 (#284)
- Qwen3-Coder 480B-A35B Instruct: 47.7 (#148)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Non-English | 1011 | 1346 |
| LMArena Chinese | 976 | 1357 |
| LMArena French | — | 1398 |
| LMArena German | — | 1325 |
| LMArena Japanese | — | 1310 |
| LMArena Korean | — | 1305 |
| LMArena Russian | — | 1366 |
| LMArena Spanish | — | 1360 |

## Instruction Following

- Codellama 34b Instruct: 52.2 (#291)
- Qwen3-Coder 480B-A35B Instruct: 71.6 (#147)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Instruction Following | 1028 | 1355 |

## Long Context

- Codellama 34b Instruct: 30.9 (#284)
- Qwen3-Coder 480B-A35B Instruct: 42.0 (#131)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Longer Query | 1013 | 1378 |

## Writing & Preference

- Codellama 34b Instruct: 28.2 (#297)
- Qwen3-Coder 480B-A35B Instruct: 55.3 (#147)

| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Text | 1066 | 1357 |
| LMArena Creative Writing | 1032 | 1333 |
| LMArena Multi-Turn | 1015 | 1365 |

## FAQ

### Is Codellama 34b Instruct better than Qwen3-Coder 480B-A35B Instruct?

Qwen3-Coder 480B-A35B Instruct is the stronger model overall, scoring 38.1 to 30.8 on the Noometry Index.

### Is Codellama 34b Instruct or Qwen3-Coder 480B-A35B Instruct better for coding?

Qwen3-Coder 480B-A35B Instruct scores higher on coding benchmarks: 35.5 versus 28.5 in the Noometry coding category.

### How many benchmarks do Codellama 34b Instruct and Qwen3-Coder 480B-A35B Instruct share?

10 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Qwen3-Coder 480B-A35B Instruct has 25.