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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 Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507 is a language model developed by Alibaba Cloud / Qwen Team. It achieves strong performance with an average score of 69.2% across 25 benchmarks. It excels particularly in MMLU-Redux (93.8%), AIME25 (92.3%), WritingBench (88.3%). It supports a 387K 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 2025, it represents Alibaba Cloud / Qwen Team's latest advancement in AI technology.

Amazon

Nova Pro

Amazon

2024-11-20

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Alibaba Cloud / Qwen Team

2025-07-25

8 months newer

Pricing Comparison

Cost per million tokens (USD)

Amazon

Nova Pro

Input:$0.80
Output:$3.20
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

$0.70 cheaper
Input:$0.30
Output:$3.00

Performance Metrics

Context window and performance specifications

Amazon

Nova Pro

Larger context
Max Context:600.0K
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Max Context:387.1K
Parameters:235.0B

Average performance across 2 common benchmarks

Amazon

Nova Pro

Average Score:69.5%
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

+15.0%
Average Score:84.5%

Performance comparison across key benchmark categories

Amazon

Nova Pro

reasoning
+29.9%
94.8%
code
+36.6%
90.5%
math
+25.6%
85.7%
general
67.4%
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

reasoning
64.9%
code
53.9%
math
60.1%
general
+10.0%
77.4%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

1 providers

Novita

Amazon

Nova Pro

Avg Score:69.5%
Providers:1
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

+15.0%
Avg Score:84.5%
Providers:1