Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

DeepSeek

DeepSeek-R1

DeepSeek

DeepSeek-R1 is a language model developed by DeepSeek. It achieves strong performance with an average score of 74.1% across 20 benchmarks. It excels particularly in MATH-500 (97.3%), MMLU-Redux (92.9%), CLUEWSC (92.8%). It supports a 262K token context window for handling large documents. The model is available through 4 API providers. Released in 2025, it represents DeepSeek's latest advancement in AI technology.

Alibaba

Qwen2.5-Coder 7B Instruct

Alibaba

Qwen2.5-Coder 7B Instruct is a language model developed by Alibaba. The model shows competitive results across 19 benchmarks. It excels particularly in HumanEval (88.4%), GSM8k (83.9%), MBPP (83.5%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Alibaba's latest advancement in AI technology.

Alibaba

Qwen2.5-Coder 7B Instruct

Alibaba

2024-09-19

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

4 months newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

Larger context
Max Context:262.1K
Parameters:671.0B
Alibaba

Qwen2.5-Coder 7B Instruct

Max Context:-
Parameters:7.0B

Average performance across 4 common benchmarks

DeepSeek

DeepSeek-R1

+35.3%
Average Score:83.4%
Alibaba

Qwen2.5-Coder 7B Instruct

Average Score:48.1%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+32.0%
97.3%
code
+24.9%
82.1%
general
+23.0%
75.3%
reasoning
1.3%
Alibaba

Qwen2.5-Coder 7B Instruct

math
65.3%
code
57.3%
general
52.3%
reasoning
+68.9%
70.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek-R1

4 providers

Together

Throughput: 4 tok/s
Latency: 0.6ms

DeepInfra

Throughput: 0.9 tok/s
Latency: 0.3ms

Fireworks

Throughput: 2.1 tok/s
Latency: 0.3ms

DeepSeek

Throughput: 9 tok/s
Latency: 0.3ms
Alibaba

Qwen2.5-Coder 7B Instruct

0 providers
DeepSeek

DeepSeek-R1

+35.3%
Avg Score:83.4%
Providers:4
Alibaba

Qwen2.5-Coder 7B Instruct

Avg Score:48.1%
Providers:0