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 7B Instruct

Alibaba

Qwen2.5 7B Instruct is a language model developed by Alibaba. It achieves strong performance with an average score of 65.6% across 14 benchmarks. It excels particularly in GSM8k (91.6%), MT-Bench (87.5%), HumanEval (84.8%). The model shows particular specialization in math tasks with an average performance of 83.5%. It supports a 139K token context window for handling large documents. The model is available through 1 API provider. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Alibaba's latest advancement in AI technology.

Alibaba

Qwen2.5 7B Instruct

Alibaba

2024-09-19

Amazon

Nova Lite

Amazon

2024-11-20

2 months newer

Pricing Comparison

Cost per million tokens (USD)

Amazon

Nova Lite

$0.30 cheaper
Input:$0.06
Output:$0.24
Alibaba

Qwen2.5 7B Instruct

Input:$0.30
Output:$0.30

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Alibaba

Qwen2.5 7B Instruct

Max Context:139.3K
Parameters:7.6B

Average performance across 5 common benchmarks

Amazon

Nova Lite

+5.1%
Average Score:77.0%
Alibaba

Qwen2.5 7B Instruct

Average Score:71.9%

Performance comparison across key benchmark categories

Amazon

Nova Lite

code
+21.6%
87.5%
math
+0.3%
83.9%
general
+4.2%
64.9%
Alibaba

Qwen2.5 7B Instruct

code
66.0%
math
83.5%
general
60.6%
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 7B Instruct

1 providers

Together

Throughput: 138 tok/s
Latency: 0.5ms
Amazon

Nova Lite

+5.1%
Avg Score:77.0%
Providers:1
Alibaba

Qwen2.5 7B Instruct

Avg Score:71.9%
Providers:1