Model comparison
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.
Last verified . 10 shared benchmarks.
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.
Side by side
| Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct | |
|---|---|---|
| Provider | Meta | Alibaba (Qwen) |
| Noometry Index | 30.8 | 38.1 |
| Released | — | 2025-04 |
| Weights | Open | Open |
| Context window | — | 262K |
| Max output | — | 66K |
| Input $ / M tokens | — | $1.50 |
| Output $ / M tokens | — | $7.50 |
| Results tracked | 14 | 25 |
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Category by category
Coding Qwen3-Coder 480B-A35B Instruct leads
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 Not comparable
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 Qwen3-Coder 480B-A35B Instruct leads
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 Qwen3-Coder 480B-A35B Instruct leads
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 Not comparable
Codellama 34b Instruct: —, Qwen3-Coder 480B-A35B Instruct: 37.0 (#162)
| Benchmark | Codellama 34b Instruct | Qwen3-Coder 480B-A35B Instruct |
|---|---|---|
| LMArena Expert | — | 1338 |
Multilingual Qwen3-Coder 480B-A35B Instruct leads
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 Qwen3-Coder 480B-A35B Instruct leads
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 Qwen3-Coder 480B-A35B Instruct leads
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 Qwen3-Coder 480B-A35B Instruct leads
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 |
Frequently asked questions
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.