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.

Codellama 34b Instruct Meta

30.8

Rank #287 Confirmed

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 and Qwen3-Coder 480B-A35B Instruct specifications
Codellama 34b InstructQwen3-Coder 480B-A35B Instruct
ProviderMetaAlibaba (Qwen)
Noometry Index30.838.1
Released—2025-04
WeightsOpenOpen
Context window—262K
Max output—66K
Input $ / M tokens—$1.50
Output $ / M tokens—$7.50
Results tracked1425

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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)

Coding benchmarks
BenchmarkCodellama 34b InstructQwen3-Coder 480B-A35B Instruct
LMArena Coding10461412
SWE-bench Verified (bash only)—55.4%
LMArena WebDev—1275
GSO—4.9%
WeirdML—41.2%
BigCodeBench Instruct29%—
BigCodeBench Complete37.1%—
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)

Agentic & Tool Use benchmarks
BenchmarkCodellama 34b InstructQwen3-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)

Reasoning benchmarks
BenchmarkCodellama 34b InstructQwen3-Coder 480B-A35B Instruct
LMArena Hard Prompts10321372
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)

Math benchmarks
BenchmarkCodellama 34b InstructQwen3-Coder 480B-A35B Instruct
LMArena Math10561365

Knowledge Not comparable

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

Knowledge benchmarks
BenchmarkCodellama 34b InstructQwen3-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)

Multilingual benchmarks
BenchmarkCodellama 34b InstructQwen3-Coder 480B-A35B Instruct
LMArena Non-English10111346
LMArena Chinese9761357
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)

Instruction Following benchmarks
BenchmarkCodellama 34b InstructQwen3-Coder 480B-A35B Instruct
LMArena Instruction Following10281355

Long Context Qwen3-Coder 480B-A35B Instruct leads

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

Long Context benchmarks
BenchmarkCodellama 34b InstructQwen3-Coder 480B-A35B Instruct
LMArena Longer Query10131378

Writing & Preference Qwen3-Coder 480B-A35B Instruct leads

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

Writing & Preference benchmarks
BenchmarkCodellama 34b InstructQwen3-Coder 480B-A35B Instruct
LMArena Text10661357
LMArena Creative Writing10321333
LMArena Multi-Turn10151365

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.

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