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 72B Instruct

Alibaba

Qwen2.5 72B Instruct is a language model developed by Alibaba. It achieves strong performance with an average score of 77.4% across 14 benchmarks. It excels particularly in GSM8k (95.8%), MT-Bench (93.5%), MBPP (88.2%). The model shows particular specialization in math tasks with an average performance of 89.5%. It supports a 139K 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 72B 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

$0.45 cheaper
Input:$0.06
Output:$0.24
Alibaba

Qwen2.5 72B Instruct

Input:$0.35
Output:$0.40

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Alibaba

Qwen2.5 72B Instruct

Max Context:139.3K
Parameters:72.7B

Average performance across 5 common benchmarks

Amazon

Nova Lite

Average Score:77.0%
Alibaba

Qwen2.5 72B Instruct

+2.7%
Average Score:79.7%

Performance comparison across key benchmark categories

Amazon

Nova Lite

math
83.9%
code
+8.9%
87.5%
general
64.9%
Alibaba

Qwen2.5 72B Instruct

math
+5.6%
89.5%
code
78.6%
general
+9.3%
74.1%
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 72B Instruct

4 providers

Together

Throughput: 47 tok/s
Latency: 0.5ms

Hyperbolic

Throughput: 100 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 10 tok/s
Latency: 0.5ms

Fireworks

Throughput: 59 tok/s
Latency: 0.37ms
Amazon

Nova Lite

Avg Score:77.0%
Providers:1
Alibaba

Qwen2.5 72B Instruct

+2.7%
Avg Score:79.7%
Providers:4