Model Comparison

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

DeepSeek

DeepSeek VL2

DeepSeek

DeepSeek VL2 is a multimodal language model developed by DeepSeek. It achieves strong performance with an average score of 70.9% across 14 benchmarks. It excels particularly in DocVQA (93.3%), ChartQA (86.0%), TextVQA (84.2%). The model shows particular specialization in vision tasks with an average performance of 76.7%. It supports a 259K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents DeepSeek's latest advancement in AI technology.

Alibaba

Qwen2.5 VL 7B Instruct

Alibaba

Qwen2.5 VL 7B Instruct is a multimodal language model developed by Alibaba. It achieves strong performance with an average score of 64.5% across 32 benchmarks. It excels particularly in DocVQA (95.7%), Android Control Low_EM (91.4%), MobileMiniWob++_SR (91.4%). As a multimodal model, it can process and understand text, images, and other input formats seamlessly. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Alibaba's latest advancement in AI technology.

DeepSeek

DeepSeek VL2

DeepSeek

2024-12-13

Alibaba

Qwen2.5 VL 7B Instruct

Alibaba

2025-01-26

1 month newer

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek VL2

Larger context
Max Context:258.6K
Parameters:27.0B
Alibaba

Qwen2.5 VL 7B Instruct

Max Context:-
Parameters:8.3B

Average performance across 9 common benchmarks

DeepSeek

DeepSeek VL2

Average Score:75.4%
Alibaba

Qwen2.5 VL 7B Instruct

+3.2%
Average Score:78.6%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek VL2

vision
+15.2%
76.7%
general
+2.2%
69.9%
roleplay
63.6%
math
+16.2%
62.8%
Alibaba

Qwen2.5 VL 7B Instruct

vision
61.5%
general
67.7%
roleplay
63.6%
math
46.6%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek VL2

1 providers

Replicate

Throughput: 22 tok/s
Latency: 0.5ms
Alibaba

Qwen2.5 VL 7B Instruct

0 providers
DeepSeek

DeepSeek VL2

Avg Score:75.4%
Providers:1
Alibaba

Qwen2.5 VL 7B Instruct

+3.2%
Avg Score:78.6%
Providers:0