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-VL-72B-Instruct

Alibaba

Qwen2-VL-72B-Instruct is a multimodal language model developed by Alibaba. It achieves strong performance with an average score of 75.8% across 15 benchmarks. It excels particularly in DocVQAtest (96.5%), VCR_en_easy (91.9%), ChartQA (88.3%). The model shows particular specialization in general tasks with an average performance of 82.2%. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Alibaba's latest advancement in AI technology.

Alibaba

Qwen2-VL-72B-Instruct

Alibaba

2024-08-29

Amazon

Nova Lite

Amazon

2024-11-20

2 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Alibaba

Qwen2-VL-72B-Instruct

Max Context:-
Parameters:73.4B

Average performance across 3 common benchmarks

Amazon

Nova Lite

Average Score:79.5%
Alibaba

Qwen2-VL-72B-Instruct

+4.4%
Average Score:83.9%

Performance comparison across key benchmark categories

Amazon

Nova Lite

math
+13.4%
83.9%
general
64.9%
vision
+8.6%
76.6%
Alibaba

Qwen2-VL-72B-Instruct

math
70.5%
general
+17.3%
82.2%
vision
68.0%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Qwen2-VL-72B-Instruct

2023-06-30

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Alibaba

Qwen2-VL-72B-Instruct

0 providers
Amazon

Nova Lite

Avg Score:79.5%
Providers:1
Alibaba

Qwen2-VL-72B-Instruct

+4.4%
Avg Score:83.9%
Providers:0