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Qwen2.5 Coder 32B Instruct vs R1

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Qwen2.5 Coder 32B Instruct and R1.

Alibaba

Qwen2.5 Coder 32B Instruct

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in **code generation**, **code reasoning**...

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DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

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Technical Specifications

SpecificationQwen2.5 Coder 32B InstructR1
ProviderAlibabaDeepSeek
Context Window128,000 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-11-112025-01-20

API Pricing Comparison

Input Price per Million Tokens

Qwen2.5 Coder 32B Instruct

$0.66

R1

$0.70

Output Price per Million Tokens

Qwen2.5 Coder 32B Instruct

$1.00

R1

$2.50

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8120.0%vs9080.0%
Qwen2.5 Coder 32B Instruct
R1
HumanEvalPython coding & logic synthesis
9150.0%vs9280.0%
Qwen2.5 Coder 32B Instruct
R1
MATHComplex mathematical problem solving
6800.0%vs9310.0%
Qwen2.5 Coder 32B Instruct
R1
GPQAGraduate-level expert reasoning
4050.0%vs6210.0%
Qwen2.5 Coder 32B Instruct
R1
HellaSwagCommonsense reasoning and inference
8400.0%vs9050.0%
Qwen2.5 Coder 32B Instruct
R1
MT-BenchMulti-turn conversation flow quality
885.0%vs935.0%
Qwen2.5 Coder 32B Instruct
R1

Qwen2.5 Coder 32B Instruct Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.