Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

OpenAI

GPT-4

OpenAI

GPT-4 is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 77.7% across 12 benchmarks. It excels particularly in AI2 Reasoning Challenge (ARC) (96.3%), HellaSwag (95.3%), Uniform Bar Exam (90.0%). The model shows particular specialization in reasoning tasks with an average performance of 93.0%. The model is available through 2 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly.

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.

OpenAI

GPT-4

OpenAI

2023-06-13

Amazon

Nova Pro

Amazon

2024-11-20

1 year newer

Pricing Comparison

Cost per million tokens (USD)

OpenAI

GPT-4

Input:$30.00
Output:$60.00
Amazon

Nova Pro

$86.00 cheaper
Input:$0.80
Output:$3.20

Performance Metrics

Context window and performance specifications

OpenAI

GPT-4

Max Context:65.5K
Amazon

Nova Pro

Larger context
Max Context:600.0K

Average performance across 5 common benchmarks

OpenAI

GPT-4

Average Score:62.4%
Amazon

Nova Pro

+14.4%
Average Score:76.8%

Performance comparison across key benchmark categories

OpenAI

GPT-4

reasoning
93.0%
code
67.0%
math
68.5%
general
+8.8%
76.2%
Amazon

Nova Pro

reasoning
+1.8%
94.8%
code
+23.5%
90.5%
math
+17.2%
85.7%
general
67.4%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores
Knowledge Cutoff
Training data recency comparison

GPT-4

2022-12-31

More recent knowledge cutoff means awareness of newer technologies and frameworks

Provider Availability & Performance

Available providers and their performance metrics

OpenAI

GPT-4

2 providers

Azure

Throughput: 104 tok/s
Latency: 0.3ms

OpenAI

Throughput: 100 tok/s
Latency: 0.5ms
Amazon

Nova Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
OpenAI

GPT-4

Avg Score:62.4%
Providers:2
Amazon

Nova Pro

+14.4%
Avg Score:76.8%
Providers:1