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 14B Instruct

Alibaba

Qwen2.5 14B Instruct is a language model developed by Alibaba. It achieves strong performance with an average score of 70.0% across 16 benchmarks. It excels particularly in GSM8k (94.8%), HumanEval (83.5%), MBPP (82.0%). The model shows particular specialization in math tasks with an average performance of 87.4%. 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 14B 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 14B Instruct

Max Context:-
Parameters:14.7B

Average performance across 4 common benchmarks

DeepSeek

DeepSeek-R1

+17.6%
Average Score:84.8%
Alibaba

Qwen2.5 14B Instruct

Average Score:67.2%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-R1

math
+9.9%
97.3%
code
+12.2%
82.1%
general
+7.9%
75.3%
reasoning
1.3%
Alibaba

Qwen2.5 14B Instruct

math
87.4%
code
70.0%
general
67.4%
reasoning
+66.0%
67.3%
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 14B Instruct

0 providers
DeepSeek

DeepSeek-R1

+17.6%
Avg Score:84.8%
Providers:4
Alibaba

Qwen2.5 14B Instruct

Avg Score:67.2%
Providers:0