GPT-4 vs Nova Micro Comparison
Comparing GPT-4 and Nova Micro across benchmarks, pricing, and capabilities.
Performance Benchmarks
Comparative analysis across standard metrics
GPT-4 outperforms in 2 benchmarks (DROP, MMLU), while Nova Micro is better at 3 benchmarks (GPQA, HumanEval, MATH).
Nova Micro has a slight edge in benchmark performance.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, GPT-4 ($30.00/1M tokens) is 1000.0x more expensive than Nova Micro ($0.03/1M tokens).
For output processing, GPT-4 ($60.00/1M tokens) is 428.6x more expensive than Nova Micro ($0.14/1M tokens).
In conclusion, GPT-4 is more expensive than Nova Micro.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Nova Micro accepts 128,000 input tokens compared to GPT-4's 32,768 tokens. Nova Micro can generate longer responses up to 128,000 tokens, while GPT-4 is limited to 32,768 tokens.
Input Capabilities
Supported data types and modalities
GPT-4 supports multimodal inputs, whereas Nova Micro does not.
GPT-4 can handle both text and other forms of data like images, making it suitable for multimodal applications.
GPT-4
Nova Micro
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
GPT-4 was released on 2023-06-13, while Nova Micro was released on 2024-11-20.
Nova Micro is 18 months newer than GPT-4.
Jun 13, 2023
2.8 years ago
Nov 20, 2024
1.3 years ago
1.4yr newerKnowledge Cutoff
When training data ends
GPT-4 has a documented knowledge cutoff of 2022-12-31, while Nova Micro's cutoff date is not specified.
We can confirm GPT-4's training data extends to 2022-12-31, but cannot make a direct comparison without Nova Micro's cutoff date.
Dec 2022
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Provider Availability
GPT-4 is available from Azure, OpenAI. Nova Micro is available from Bedrock. The availability of providers can affect quality of the model and reliability.
GPT-4
Nova Micro
Outputs Comparison
Key Takeaways
GPT-4
View detailsOpenAI
Nova Micro
View detailsAmazon
Detailed Comparison
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