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-3.5-mini-instruct

Microsoft

Phi-3.5-mini-instruct is a language model developed by Microsoft. The model shows competitive results across 31 benchmarks. It excels particularly in GSM8k (86.2%), ARC-C (84.6%), RULER (84.1%). It supports a 256K 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 2024, it represents Microsoft's latest advancement in AI technology.

Microsoft

Phi-3.5-mini-instruct

Microsoft

2024-08-23

Amazon

Nova Lite

Amazon

2024-11-20

2 months newer

Pricing Comparison

Cost per million tokens (USD)

Amazon

Nova Lite

Input:$0.06
Output:$0.24
Microsoft

Phi-3.5-mini-instruct

$0.10 cheaper
Input:$0.10
Output:$0.10

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
Microsoft

Phi-3.5-mini-instruct

Max Context:256.0K
Parameters:3.8B

Average performance across 7 common benchmarks

Amazon

Nova Lite

+11.6%
Average Score:69.6%
Microsoft

Phi-3.5-mini-instruct

Average Score:58.0%

Performance comparison across key benchmark categories

Amazon

Nova Lite

reasoning
+18.2%
92.4%
code
+21.4%
87.5%
math
+23.0%
83.9%
general
+9.5%
64.9%
Microsoft

Phi-3.5-mini-instruct

reasoning
74.2%
code
66.2%
math
60.9%
general
55.4%
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
Microsoft

Phi-3.5-mini-instruct

1 providers

Azure

Throughput: 23 tok/s
Latency: 0.52ms
Amazon

Nova Lite

+11.6%
Avg Score:69.6%
Providers:1
Microsoft

Phi-3.5-mini-instruct

Avg Score:58.0%
Providers:1