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 Micro

Amazon

Nova Micro is a language model developed by Amazon. It achieves strong performance with an average score of 67.0% across 17 benchmarks. It excels particularly in GSM8k (92.3%), ARC-C (90.2%), Translation Set1→en COMET22 (88.7%). It supports a 256K token context window for handling large documents. The model is available through 1 API provider. Released in 2024, it represents Amazon's latest advancement in AI technology.

OpenAI

GPT-4

OpenAI

2023-06-13

Amazon

Nova Micro

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 Micro

$89.83 cheaper
Input:$0.03
Output:$0.14

Performance Metrics

Context window and performance specifications

OpenAI

GPT-4

Max Context:65.5K
Amazon

Nova Micro

Larger context
Max Context:256.0K

Average performance across 5 common benchmarks

OpenAI

GPT-4

Average Score:62.4%
Amazon

Nova Micro

+7.1%
Average Score:69.5%

Performance comparison across key benchmark categories

OpenAI

GPT-4

reasoning
+2.8%
93.0%
code
67.0%
math
68.5%
general
+16.2%
76.2%
Amazon

Nova Micro

reasoning
90.2%
code
+17.2%
84.2%
math
+12.3%
80.8%
general
60.0%
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 Micro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
OpenAI

GPT-4

Avg Score:62.4%
Providers:2
Amazon

Nova Micro

+7.1%
Avg Score:69.5%
Providers:1