Model Comparison

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

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

o1

OpenAI

o1 is a language model developed by OpenAI. It achieves strong performance with an average score of 71.6% across 19 benchmarks. It excels particularly in GSM8k (97.1%), MATH (96.4%), GPQA Physics (92.8%). It supports a 300K token context window for handling large documents. The model is available through 2 API providers. Released in 2024, it represents OpenAI's latest advancement in AI technology.

Amazon

Nova Lite

Amazon

2024-11-20

OpenAI

o1

OpenAI

2024-12-17

27 days newer

Pricing Comparison

Cost per million tokens (USD)

Amazon

Nova Lite

$74.70 cheaper
Input:$0.06
Output:$0.24
OpenAI

o1

Input:$15.00
Output:$60.00

Performance Metrics

Context window and performance specifications

Amazon

Nova Lite

Larger context
Max Context:302.0K
OpenAI

o1

Max Context:300.0K

Average performance across 6 common benchmarks

Amazon

Nova Lite

Average Score:72.0%
OpenAI

o1

+16.2%
Average Score:88.2%

Performance comparison across key benchmark categories

Amazon

Nova Lite

code
87.5%
math
+11.9%
83.9%
vision
76.6%
general
64.9%
OpenAI

o1

code
+0.5%
88.1%
math
72.0%
vision
+1.0%
77.6%
general
+7.0%
71.8%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
OpenAI

o1

2 providers

Azure

Throughput: 16 tok/s
Latency: 0.54ms

OpenAI

Throughput: 66 tok/s
Latency: 16.2ms
Amazon

Nova Lite

Avg Score:72.0%
Providers:1
OpenAI

o1

+16.2%
Avg Score:88.2%
Providers:2