Model Comparison

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

Amazon

Nova Lite

Amazon

Nova Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K 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 72B Instruct

Alibaba

Qwen2.5 VL 72B Instruct is a multimodal language model developed by Alibaba. It achieves strong performance with an average score of 66.9% across 30 benchmarks. It excels particularly in DocVQA (96.4%), Android Control Low_EM (93.7%), ChartQA (89.5%). As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2025, it represents Alibaba's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

Alibaba

Qwen2.5 VL 72B Instruct

Alibaba

2025-01-26

2 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Alibaba

Qwen2.5 VL 72B Instruct

Max Context:-
Parameters:72.0B

Average performance across 5 common benchmarks

Amazon

Nova Lite

Average Score:69.4%
Alibaba

Qwen2.5 VL 72B Instruct

+6.5%
Average Score:75.9%

Performance comparison across key benchmark categories

Amazon

Nova Lite

math
+27.4%
83.9%
vision
+18.0%
76.6%
general
64.9%
Alibaba

Qwen2.5 VL 72B Instruct

math
56.5%
vision
58.6%
general
+4.7%
69.6%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Alibaba

Qwen2.5 VL 72B Instruct

0 providers
Amazon

Nova Lite

Avg Score:69.4%
Providers:1
Alibaba

Qwen2.5 VL 72B Instruct

+6.5%
Avg Score:75.9%
Providers:0