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.

Microsoft

Phi-3.5-vision-instruct

Microsoft

Phi-3.5-vision-instruct is a multimodal language model developed by Microsoft. It achieves strong performance with an average score of 68.3% across 9 benchmarks. It excels particularly in ScienceQA (91.3%), POPE (86.1%), MMBench (81.9%). The model shows particular specialization in general tasks with an average performance of 75.9%. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. 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-vision-instruct

Microsoft

2024-08-23

Amazon

Nova Pro

Amazon

2024-11-20

2 months newer

Performance Metrics

Context window and performance specifications

Amazon

Nova Pro

Larger context
Max Context:600.0K
Microsoft

Phi-3.5-vision-instruct

Max Context:-
Parameters:4.2B

Average performance across 3 common benchmarks

Amazon

Nova Pro

+11.9%
Average Score:77.5%
Microsoft

Phi-3.5-vision-instruct

Average Score:65.6%

Performance comparison across key benchmark categories

Amazon

Nova Pro

math
+41.8%
85.7%
vision
+21.6%
79.1%
general
67.4%
Microsoft

Phi-3.5-vision-instruct

math
43.9%
vision
57.5%
general
+8.6%
75.9%
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
Microsoft

Phi-3.5-vision-instruct

0 providers
Amazon

Nova Pro

+11.9%
Avg Score:77.5%
Providers:1
Microsoft

Phi-3.5-vision-instruct

Avg Score:65.6%
Providers:0