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

QvQ-72B-Preview

Alibaba

QvQ-72B-Preview is a multimodal language model developed by Alibaba. The model shows competitive results across 4 benchmarks. Notable strengths include MathVista (71.4%), MMMU (70.3%), MathVision (35.9%). 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 2024, it represents Alibaba's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

Alibaba

QvQ-72B-Preview

Alibaba

2024-12-25

1 month newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Alibaba

QvQ-72B-Preview

Max Context:-
Parameters:73.4B

Average performance across 1 common benchmarks

Amazon

Nova Lite

Average Score:56.2%
Alibaba

QvQ-72B-Preview

+14.1%
Average Score:70.3%

Performance comparison across key benchmark categories

Amazon

Nova Lite

math
+30.2%
83.9%
vision
+6.3%
76.6%
general
+44.5%
64.9%
Alibaba

QvQ-72B-Preview

math
53.6%
vision
70.3%
general
20.4%
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

QvQ-72B-Preview

0 providers
Amazon

Nova Lite

Avg Score:56.2%
Providers:1
Alibaba

QvQ-72B-Preview

+14.1%
Avg Score:70.3%
Providers:0