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 32B Instruct

Alibaba

Qwen2.5-Coder 32B Instruct is a language model developed by Alibaba. It achieves strong performance with an average score of 64.9% across 15 benchmarks. It excels particularly in HumanEval (92.7%), GSM8k (91.1%), MBPP (90.2%). The model shows particular specialization in reasoning tasks with an average performance of 78.1%. It supports a 256K token context window for handling large documents. The model is available through 4 API providers. 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 32B 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

Input:$0.06
Output:$0.24
Alibaba

Qwen2.5-Coder 32B Instruct

$0.12 cheaper
Input:$0.09
Output:$0.09

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Alibaba

Qwen2.5-Coder 32B Instruct

Max Context:256.0K
Parameters:32.0B

Average performance across 5 common benchmarks

Amazon

Nova Lite

+7.9%
Average Score:85.2%
Alibaba

Qwen2.5-Coder 32B Instruct

Average Score:77.3%

Performance comparison across key benchmark categories

Amazon

Nova Lite

reasoning
+14.3%
92.4%
code
+29.4%
87.5%
math
+9.7%
83.9%
general
+3.4%
64.9%
Alibaba

Qwen2.5-Coder 32B Instruct

reasoning
78.1%
code
58.2%
math
74.2%
general
61.5%
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 32B Instruct

4 providers

Hyperbolic

Throughput: 100 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 44 tok/s
Latency: 0.5ms

Fireworks

Throughput: 110 tok/s
Latency: 0.26ms

Lambda

Throughput: 42 tok/s
Latency: 0.5ms
Amazon

Nova Lite

+7.9%
Avg Score:85.2%
Providers:1
Alibaba

Qwen2.5-Coder 32B Instruct

Avg Score:77.3%
Providers:4