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 4

Microsoft

Phi 4 is a language model developed by Microsoft. It achieves strong performance with an average score of 66.0% across 13 benchmarks. It excels particularly in MMLU (84.8%), HumanEval+ (82.8%), HumanEval (82.6%). The model shows particular specialization in math tasks with an average performance of 80.5%. 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.

Amazon

Nova Pro

Amazon

2024-11-20

Microsoft

Phi 4

Microsoft

2024-12-12

22 days newer

Pricing Comparison

Cost per million tokens (USD)

Amazon

Nova Pro

Input:$0.80
Output:$3.20
Microsoft

Phi 4

$3.79 cheaper
Input:$0.07
Output:$0.14

Performance Metrics

Context window and performance specifications

Amazon

Nova Pro

Larger context
Max Context:600.0K
Microsoft

Phi 4

Max Context:32.0K
Parameters:14.7B

Average performance across 6 common benchmarks

Amazon

Nova Pro

+5.6%
Average Score:79.3%
Microsoft

Phi 4

Average Score:73.7%

Performance comparison across key benchmark categories

Amazon

Nova Pro

code
+14.4%
90.5%
math
+5.2%
85.7%
general
+7.2%
67.4%
Microsoft

Phi 4

code
76.1%
math
80.5%
general
60.2%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

Phi 4

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 Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Microsoft

Phi 4

1 providers

DeepInfra

Throughput: 33 tok/s
Latency: 0.2ms
Amazon

Nova Pro

+5.6%
Avg Score:79.3%
Providers:1
Microsoft

Phi 4

Avg Score:73.7%
Providers:1