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.

Microsoft

Phi 4 Mini

Microsoft

Phi 4 Mini is a language model developed by Microsoft. It achieves strong performance with an average score of 65.4% across 17 benchmarks. It excels particularly in GSM8k (88.6%), ARC-C (83.7%), BoolQ (81.2%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Microsoft's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

Microsoft

Phi 4 Mini

Microsoft

2025-02-01

2 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Microsoft

Phi 4 Mini

Max Context:-
Parameters:3.8B

Average performance across 5 common benchmarks

Amazon

Nova Lite

+10.8%
Average Score:76.5%
Microsoft

Phi 4 Mini

Average Score:65.8%

Performance comparison across key benchmark categories

Amazon

Nova Lite

reasoning
+19.1%
92.4%
math
+11.7%
83.9%
general
+4.0%
64.9%
Microsoft

Phi 4 Mini

reasoning
73.3%
math
72.2%
general
60.8%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Phi 4 Mini

2024-06-01

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
Microsoft

Phi 4 Mini

0 providers
Amazon

Nova Lite

+10.8%
Avg Score:76.5%
Providers:1
Microsoft

Phi 4 Mini

Avg Score:65.8%
Providers:0