Model Comparison

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

OpenAI

GPT-4o

OpenAI

GPT-4o is a multimodal language model developed by OpenAI. It achieves strong performance with an average score of 77.4% across 8 benchmarks. It excels particularly in MGSM (90.5%), HumanEval (90.2%), MMLU (88.7%). It supports a 132K token context window for handling large documents. The model is available through 2 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents OpenAI's latest advancement in AI technology.

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.

OpenAI

GPT-4o

OpenAI

2024-05-13

Amazon

Nova Lite

Amazon

2024-11-20

6 months newer

Pricing Comparison

Cost per million tokens (USD)

OpenAI

GPT-4o

Input:$2.50
Output:$10.00
Amazon

Nova Lite

$12.20 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

OpenAI

GPT-4o

Max Context:132.1K
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 5 common benchmarks

OpenAI

GPT-4o

+6.2%
Average Score:78.5%
Amazon

Nova Lite

Average Score:72.3%

Performance comparison across key benchmark categories

OpenAI

GPT-4o

code
+2.7%
90.2%
math
77.0%
general
+9.7%
74.6%
Amazon

Nova Lite

code
87.5%
math
+6.9%
83.9%
general
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

OpenAI

GPT-4o

2 providers

Azure

Throughput: 92 tok/s
Latency: 0.54ms

OpenAI

Throughput: 100 tok/s
Latency: 0.5ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
OpenAI

GPT-4o

+6.2%
Avg Score:78.5%
Providers:2
Amazon

Nova Lite

Avg Score:72.3%
Providers:1