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Model comparison

Qwen2.5-Coder vs DeepSeek-Coder-V2

Short answer

Qwen2.5-Coder and DeepSeek-Coder-V2 split the 2 benchmarks both report evenly.

Specs and pricing side by side

SpecQwen2.5-CoderDeepSeek-Coder-V2
MakerAlibaba (Qwen)DeepSeek
Released2024-11-122024-06-17
Context window128K (131,072 tokens) for 7B/14B/32B; 32K for 0.5B/1.5B/3B128K
Max output8,192 tokens (default generation); hosted…Undisclosed
Input price$0.66 / 1M tokensFree (open weights)
Output price$1.00 / 1M tokensFree (open weights)
ParametersFamily of 6 sizes: 0.5B, 1.5B, 3B, 7B, 14B, 32B (flagship 32B = 32.5B total / 31.0B non-embedding)236B total · 21B active (Lite: 16B total · 2.4B active)
LicenseApache 2.0 (all sizes except the 3B model, which uses the Qwen Research license)MIT (code) + DeepSeek Model License — commercial use permitted
WeightsOpen weightsOpen weightssame
ModalitiesTextTextsame
Knowledge cutoffNot officially published for Qwen2.5-Coder;…November 2023

Benchmarks both models report

BenchmarkQwen2.5-CoderDeepSeek-Coder-V2
HumanEval92.7%90.2%
LiveCodeBench31.4%43.4%

Scores are as published by each maker or its cited source; harness, reasoning effort and date can differ between rows, so treat small gaps as ties. Sources are listed on each model page.

Which one should you pick?

Pick Qwen2.5-Coder if…

  • You care about HumanEval (it scores higher on 1 shared benchmark).
  • Your use case is: self-hosted code assistants and chat-based coding helpers where open weights matter.

Pick DeepSeek-Coder-V2 if…

  • You care about LiveCodeBench (it scores higher on 1 shared benchmark).
  • Your use case is: code generation and autocompletion across many languages.

FAQ

Which is better, Qwen2.5-Coder or DeepSeek-Coder-V2?

Qwen2.5-Coder and DeepSeek-Coder-V2 split the 2 benchmarks both report evenly. The better pick depends on whether you value benchmark scores, price per token, context length or openness for your workload.

What are the context windows of Qwen2.5-Coder and DeepSeek-Coder-V2?

Qwen2.5-Coder offers 128K (131,072 tokens) for 7B/14B/32B; 32K for 0.5B/1.5B/3B with up to 8,192 tokens (default generation); hosted endpoints commonly cap output at 32,768 output; DeepSeek-Coder-V2 offers 128K with up to Undisclosed output.

Is Qwen2.5-Coder newer than DeepSeek-Coder-V2?

Qwen2.5-Coder was released 2024-11-12; DeepSeek-Coder-V2 was released 2024-06-17.

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