Model Comparison

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

Amazon

Nova Pro

Amazon

Nova Pro is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 73.2% across 27 benchmarks. It excels particularly in ARC-C (94.8%), GSM8k (94.8%), DocVQA (93.5%). It supports a 600K 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 Amazon'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.

Amazon

Nova Pro

Amazon

2024-11-20

Alibaba

Qwen2.5 VL 7B Instruct

Alibaba

2025-01-26

2 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Pro

Larger context
Max Context:600.0K
Alibaba

Qwen2.5 VL 7B Instruct

Max Context:-
Parameters:8.3B

Average performance across 5 common benchmarks

Amazon

Nova Pro

Average Score:73.5%
Alibaba

Qwen2.5 VL 7B Instruct

+0.9%
Average Score:74.4%

Performance comparison across key benchmark categories

Amazon

Nova Pro

math
+39.1%
85.7%
vision
+17.6%
79.1%
general
67.4%
Alibaba

Qwen2.5 VL 7B Instruct

math
46.6%
vision
61.5%
general
+0.4%
67.7%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Alibaba

Qwen2.5 VL 7B Instruct

0 providers
Amazon

Nova Pro

Avg Score:73.5%
Providers:1
Alibaba

Qwen2.5 VL 7B Instruct

+0.9%
Avg Score:74.4%
Providers:0