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Qwen2.5 7B 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 7B Instruct and R1.

Alibaba

Qwen2.5 7B Instruct

Qwen2.5 7B is the latest series of Qwen large language models. Qwen2.5 brings the following improvements upon Qwen2: - Significantly more knowledge and has greatly improved capabilities in coding and...

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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 7B InstructR1
ProviderAlibabaDeepSeek
Context Window131,072 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-10-162025-01-20

API Pricing Comparison

Input Price per Million Tokens

Qwen2.5 7B Instruct

$0.04

R1

$0.70

Output Price per Million Tokens

Qwen2.5 7B Instruct

$0.10

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
7580.0%vs9080.0%
Qwen2.5 7B Instruct
R1
HumanEvalPython coding & logic synthesis
7800.0%vs9280.0%
Qwen2.5 7B Instruct
R1
MATHComplex mathematical problem solving
4250.0%vs9310.0%
Qwen2.5 7B Instruct
R1
GPQAGraduate-level expert reasoning
3200.0%vs6210.0%
Qwen2.5 7B Instruct
R1
HellaSwagCommonsense reasoning and inference
7950.0%vs9050.0%
Qwen2.5 7B Instruct
R1
MT-BenchMulti-turn conversation flow quality
820.0%vs935.0%
Qwen2.5 7B Instruct
R1

Qwen2.5 7B Instruct Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.