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 7B Instruct

Alibaba

Qwen2 7B Instruct is a language model developed by Alibaba. The model shows competitive results across 14 benchmarks. It excels particularly in MT-Bench (84.1%), GSM8k (82.3%), HumanEval (79.9%). 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 7B Instruct

Alibaba

2024-07-23

DeepSeek

DeepSeek-R1

DeepSeek

2025-01-20

6 months newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-R1

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

Qwen2 7B Instruct

Max Context:-
Parameters:7.6B

Average performance across 5 common benchmarks

DeepSeek

DeepSeek-R1

+32.1%
Average Score:80.8%
Alibaba

Qwen2 7B Instruct

Average Score:48.7%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+31.3%
97.3%
code
+17.9%
82.1%
general
+25.9%
75.3%
Alibaba

Qwen2 7B Instruct

math
66.0%
code
64.2%
general
49.4%
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 7B Instruct

0 providers
DeepSeek

DeepSeek-R1

+32.1%
Avg Score:80.8%
Providers:4
Alibaba

Qwen2 7B Instruct

Avg Score:48.7%
Providers:0