Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Amazon

Nova Pro

Amazon

Nova Pro is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 73.2% across 27 benchmarks. It excels particularly in ARC-C (94.8%), GSM8k (94.8%), DocVQA (93.5%). It supports a 600K 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

QwQ-32B

Alibaba

QwQ-32B is a language model developed by Alibaba. It achieves strong performance with an average score of 74.6% across 7 benchmarks. It excels particularly in MATH-500 (90.6%), IFEval (83.9%), AIME 2024 (79.5%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Alibaba's latest advancement in AI technology.

Amazon

Nova Pro

Amazon

2024-11-20

Alibaba

QwQ-32B

Alibaba

2025-03-05

3 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Pro

Larger context
Max Context:600.0K
Alibaba

QwQ-32B

Max Context:-
Parameters:32.5B

Average performance across 3 common benchmarks

Amazon

Nova Pro

Average Score:69.1%
Alibaba

QwQ-32B

+2.7%
Average Score:71.8%

Performance comparison across key benchmark categories

Amazon

Nova Pro

math
85.7%
code
+16.9%
90.5%
general
67.4%
Alibaba

QwQ-32B

math
+4.9%
90.6%
code
73.6%
general
+3.0%
70.4%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

QwQ-32B

2024-11-28

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Alibaba

QwQ-32B

0 providers
Amazon

Nova Pro

Avg Score:69.1%
Providers:1
Alibaba

QwQ-32B

+2.7%
Avg Score:71.8%
Providers:0