Model comparison

DeepSeek Coder 6.7B vs Qwen3.5 27B

Qwen3.5 27B has enough public results to be ranked (#127); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 6.7B DeepSeek

37.1

Unranked Sparse

Qwen3.5 27B Alibaba (Qwen)

41.4

Rank #127 Confirmed

Summary

  • The widest gap is in coding, where Qwen3.5 27B leads 38.6 to 35.2.

Side by side

DeepSeek Coder 6.7B and Qwen3.5 27B specifications
DeepSeek Coder 6.7BQwen3.5 27B
ProviderDeepSeekAlibaba (Qwen)
Noometry Index37.141.4
Released2023-11-022026-02-23
WeightsOpenOpen
Context window—262K
Max output—66K
Input $ / M tokens—$0.30
Output $ / M tokens—$2.40
Results tracked928

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Category by category

Coding Qwen3.5 27B leads

DeepSeek Coder 6.7B: 35.2 (#216), Qwen3.5 27B: 38.6 (#159)

Coding benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
LMArena WebDev—1357
WeirdML—39.5%
BigCodeBench Instruct35.5%—
LMArena Coding—1427
BigCodeBench Complete43.8%—
ALE-Bench—349.45
HumanEval+71.3%—
MBPP+65.6%—

Agentic & Tool Use Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: —

Agentic & Tool Use benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
Vending-Bench 2—201.98

Reasoning Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 26.6 (#116)

Reasoning benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
NYT Connections (extended)—47.9%
Thematic Generalization—45.5%
LMArena Hard Prompts—1414
DTBench—82.4%
LMCA—34%
Epoch Capabilities Index88.88—
WinoGrande57.6%—

Math Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 36.8 (#103)

Math benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
MathArena Final-Answer Competitions—56.7%
LMArena Math—1428
GSM8K21.3%—

Knowledge Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 37.4 (#149)

Knowledge benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
Vectara Hallucination Rate—12.1%
LMArena Expert—1428
ARC (AI2) Challenge36.4%—
MMLU36.4%—

Multimodal Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 38.7 (#56)

Multimodal benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
LMArena Vision—1240

Multilingual Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 51.0 (#112)

Multilingual benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
LMArena Non-English—1390
LMArena Chinese—1478
LMArena French—1409
LMArena German—1393
LMArena Japanese—1345
LMArena Korean—1359
LMArena Russian—1389
LMArena Spanish—1408

Instruction Following Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 73.7 (#114)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
LMArena Instruction Following—1393

Long Context Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 43.1 (#103)

Long Context benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
LMArena Longer Query—1413

Writing & Preference Not comparable

DeepSeek Coder 6.7B: —, Qwen3.5 27B: 59.5 (#106)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 6.7BQwen3.5 27B
LMArena Text—1409
LMArena Creative Writing—1362
LMArena Multi-Turn—1410

Frequently asked questions

Is DeepSeek Coder 6.7B better than Qwen3.5 27B?

Qwen3.5 27B has enough public results to be ranked (#127); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 6.7B or Qwen3.5 27B better for coding?

Qwen3.5 27B scores higher on coding benchmarks: 38.6 versus 35.2 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 6.7B and Qwen3.5 27B share?

0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Qwen3.5 27B has 28.

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