Model Comparison

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

DeepSeek

DeepSeek-V3

DeepSeek

DeepSeek-V3 is a language model developed by DeepSeek. It achieves strong performance with an average score of 67.2% across 20 benchmarks. It excels particularly in DROP (91.6%), CLUEWSC (90.9%), MATH-500 (90.2%). It supports a 262K token context window for handling large documents. The model is available through 1 API provider. Released in 2024, it represents DeepSeek's latest advancement in AI technology.

Alibaba

Qwen2.5 7B Instruct

Alibaba

Qwen2.5 7B Instruct is a language model developed by Alibaba. It achieves strong performance with an average score of 65.6% across 14 benchmarks. It excels particularly in GSM8k (91.6%), MT-Bench (87.5%), HumanEval (84.8%). The model shows particular specialization in math tasks with an average performance of 83.5%. It supports a 139K token context window for handling large documents. The model is available through 1 API provider. 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 7B Instruct

Alibaba

2024-09-19

DeepSeek

DeepSeek-V3

DeepSeek

2024-12-25

3 months newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek-V3

Input:$0.27
Output:$1.10
Alibaba

Qwen2.5 7B Instruct

$0.77 cheaper
Input:$0.30
Output:$0.30

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek-V3

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

Qwen2.5 7B Instruct

Max Context:139.3K
Parameters:7.6B

Average performance across 5 common benchmarks

DeepSeek

DeepSeek-V3

+16.0%
Average Score:69.6%
Alibaba

Qwen2.5 7B Instruct

Average Score:53.6%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek-V3

math
+6.7%
90.2%
code
+7.2%
73.2%
general
+4.5%
65.1%
Alibaba

Qwen2.5 7B Instruct

math
83.5%
code
66.0%
general
60.6%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek-V3

1 providers

DeepSeek

Throughput: 100 tok/s
Latency: 0.5ms
Alibaba

Qwen2.5 7B Instruct

1 providers

Together

Throughput: 138 tok/s
Latency: 0.5ms
DeepSeek

DeepSeek-V3

+16.0%
Avg Score:69.6%
Providers:1
Alibaba

Qwen2.5 7B Instruct

Avg Score:53.6%
Providers:1