Model comparison

Codellama 70b Instruct vs Qwen3.5 35B-A3B

Qwen3.5 35B-A3B is the stronger model overall, scoring 42.0 to 33.7 on the Noometry Index.

Last verified . 4 shared benchmarks.

Codellama 70b Instruct Meta

33.7

Rank #237 Confirmed

Qwen3.5 35B-A3B Alibaba (Qwen)

42.0

Rank #123 Confirmed

Summary

  • They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and Qwen3.5 35B-A3B in 4 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Qwen3.5 35B-A3B leads 50.0 to 24.8.

Side by side

Codellama 70b Instruct and Qwen3.5 35B-A3B specifications
Codellama 70b InstructQwen3.5 35B-A3B
ProviderMetaAlibaba (Qwen)
Noometry Index33.742.0
Released—2026-02-01
WeightsOpenOpen
Context window—262K
Max output—66K
Input $ / M tokens—$0.25
Output $ / M tokens—$2
Results tracked728

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Category by category

Coding Codellama 70b Instruct leads

Codellama 70b Instruct: 37.6 (#193), Qwen3.5 35B-A3B: 33.8 (#251)

Coding benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
LMArena WebDev—1254
SciCode—29.3%
BigCodeBench Instruct40.7%—
LMArena Coding—1410
BigCodeBench Complete49.6%—
HumanEval+65.9%—

Reasoning Qwen3.5 35B-A3B leads

Codellama 70b Instruct: 20.1 (#242), Qwen3.5 35B-A3B: 24.6 (#161)

Reasoning benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
LMArena Hard Prompts10521400
CritPt—0.6%
Chess Puzzles—10%
DTBench—80%
LMCA—29.5%
Epoch Capabilities Index—142.52

Math Not comparable

Codellama 70b Instruct: —, Qwen3.5 35B-A3B: 39.9 (#97)

Math benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
MathArena Final-Answer Competitions—56%
OTIS Mock AIME 2024-2025—70%
LMArena Math—1404

Knowledge Not comparable

Codellama 70b Instruct: —, Qwen3.5 35B-A3B: 47.8 (#79)

Knowledge benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
GPQA Diamond—83.5%
Vectara Hallucination Rate—10.5%
LMArena Expert—1408

Multilingual Qwen3.5 35B-A3B leads

Codellama 70b Instruct: 24.8 (#288), Qwen3.5 35B-A3B: 50.0 (#127)

Multilingual benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
LMArena Non-English9921378
LMArena Chinese—1457
LMArena French—1412
LMArena German—1367
LMArena Japanese—1325
LMArena Korean—1356
LMArena Russian—1376
LMArena Spanish—1392

Instruction Following Qwen3.5 35B-A3B leads

Codellama 70b Instruct: 51.9 (#293), Qwen3.5 35B-A3B: 72.8 (#128)

Instruction Following benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
LMArena Instruction Following10241379

Long Context Not comparable

Codellama 70b Instruct: —, Qwen3.5 35B-A3B: 42.4 (#127)

Long Context benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
LMArena Longer Query—1389

Writing & Preference Qwen3.5 35B-A3B leads

Codellama 70b Instruct: 33.4 (#277), Qwen3.5 35B-A3B: 57.9 (#124)

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructQwen3.5 35B-A3B
LMArena Text10571395
LMArena Creative Writing—1346
LMArena Multi-Turn—1390

Frequently asked questions

Is Codellama 70b Instruct better than Qwen3.5 35B-A3B?

Qwen3.5 35B-A3B is the stronger model overall, scoring 42.0 to 33.7 on the Noometry Index.

Is Codellama 70b Instruct or Qwen3.5 35B-A3B better for coding?

Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 33.8 in the Noometry coding category.

How many benchmarks do Codellama 70b Instruct and Qwen3.5 35B-A3B share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Qwen3.5 35B-A3B has 28.

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