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.

OpenAI

o4-mini

OpenAI

o4-mini is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 66.5% across 14 benchmarks. It excels particularly in AIME 2024 (93.4%), AIME 2025 (92.7%), MathVista (84.3%). As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2025, it represents OpenAI's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

OpenAI

o4-mini

OpenAI

2025-04-16

4 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
OpenAI

o4-mini

Max Context:-

Average performance across 2 common benchmarks

Amazon

Nova Lite

Average Score:49.1%
OpenAI

o4-mini

+32.4%
Average Score:81.5%

Performance comparison across key benchmark categories

Amazon

Nova Lite

math
83.9%
vision
76.6%
general
+0.5%
64.9%
OpenAI

o4-mini

math
+0.4%
84.3%
vision
+5.0%
81.6%
general
64.4%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

o4-mini

2024-05-31

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
OpenAI

o4-mini

0 providers
Amazon

Nova Lite

Avg Score:49.1%
Providers:1
OpenAI

o4-mini

+32.4%
Avg Score:81.5%
Providers:0