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

Qwen3-235B-A22B-Instruct-2507

Alibaba

Qwen3-235B-A22B-Instruct-2507 is a language model developed by Alibaba. It achieves strong performance with an average score of 72.1% across 25 benchmarks. It excels particularly in ZebraLogic (95.0%), MMLU-Redux (93.1%), IFEval (88.7%). 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 Lite

Amazon

2024-11-20

Alibaba

Qwen3-235B-A22B-Instruct-2507

Alibaba

2025-07-22

8 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Alibaba

Qwen3-235B-A22B-Instruct-2507

Max Context:-
Parameters:235.0B

Average performance across 2 common benchmarks

Amazon

Nova Lite

Average Score:65.8%
Alibaba

Qwen3-235B-A22B-Instruct-2507

+17.3%
Average Score:83.1%

Performance comparison across key benchmark categories

Amazon

Nova Lite

reasoning
+24.0%
92.4%
code
+17.3%
87.5%
math
+33.7%
83.9%
general
64.9%
Alibaba

Qwen3-235B-A22B-Instruct-2507

reasoning
68.4%
code
70.3%
math
50.2%
general
+8.8%
73.7%
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

Qwen3-235B-A22B-Instruct-2507

0 providers
Amazon

Nova Lite

Avg Score:65.8%
Providers:1
Alibaba

Qwen3-235B-A22B-Instruct-2507

+17.3%
Avg Score:83.1%
Providers:0