o1 vs Nova Lite Comparison
Performance Benchmarks
Comparative analysis across standard metrics
o1 outperforms in 6 benchmarks (GPQA, GSM8k, HumanEval, MATH, MMLU, MMMU), while Nova Lite is better at 0 benchmarks.
o1 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, o1 ($15.00/1M tokens) is 250.0x more expensive than Nova Lite ($0.06/1M tokens).
For output processing, o1 ($60.00/1M tokens) is 250.0x more expensive than Nova Lite ($0.24/1M tokens).
In conclusion, o1 is more expensive than Nova Lite.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Nova Lite accepts 300,000 input tokens compared to o1's 200,000 tokens. o1 can generate longer responses up to 100,000 tokens, while Nova Lite is limited to 2,048 tokens.
Input Capabilities
Supported data types and modalities
Nova Lite supports multimodal inputs, whereas o1 does not.
Nova Lite can handle both text and other forms of data like images, making it suitable for multimodal applications.
o1
Nova Lite
License
Usage and distribution terms
Both models are licensed under proprietary licenses.
Both models have usage restrictions defined by their respective organizations.
Proprietary
Closed source
Proprietary
Closed source
Release Timeline
When each model was launched
o1 was released on 2024-12-17, while Nova Lite was released on 2024-11-20.
o1 is 1 month newer than Nova Lite.
Dec 17, 2024
1.2 years ago
3w newerNov 20, 2024
1.3 years ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
o1 is available from Azure, OpenAI. Nova Lite is available from Bedrock. The availability of providers can affect quality of the model and reliability.
o1
Nova Lite
Outputs Comparison
Key Takeaways
o1
View detailsOpenAI
Nova Lite
View detailsAmazon