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-Coder 7B Instruct

Alibaba

Qwen2.5-Coder 7B Instruct is a language model developed by Alibaba. The model shows competitive results across 19 benchmarks. It excels particularly in HumanEval (88.4%), GSM8k (83.9%), MBPP (83.5%). 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-Coder 7B Instruct

Alibaba

2024-09-19

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

Qwen2.5-Coder 7B Instruct

Max Context:-
Parameters:7.0B

Average performance across 5 common benchmarks

Amazon

Nova Lite

+15.7%
Average Score:85.2%
Alibaba

Qwen2.5-Coder 7B Instruct

Average Score:69.5%

Performance comparison across key benchmark categories

Amazon

Nova Lite

reasoning
+22.2%
92.4%
code
+30.3%
87.5%
math
+18.6%
83.9%
general
+12.6%
64.9%
Alibaba

Qwen2.5-Coder 7B Instruct

reasoning
70.2%
code
57.3%
math
65.3%
general
52.3%
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-Coder 7B Instruct

0 providers
Amazon

Nova Lite

+15.7%
Avg Score:85.2%
Providers:1
Alibaba

Qwen2.5-Coder 7B Instruct

Avg Score:69.5%
Providers:0