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Alternatives to OpenAI, AI21, CoHere, Azure, AWS Sagemaker, Google Colab, PipelineAI and others
Jace Benson
December 31, 2022
I'm trying to understand the pricing to all of this AI / ML tech for my uses with ScribeMonster. This is a work in progress so far I'm categorizing the different solutions as Token, Other, or Compute.
If you find an error, reach out to me on twitter @jacebenson.
Token Solutions
Model | Hosting/hour | Prompt Price | Completion Price | Cost per Request |
|---|---|---|---|---|
OpenAI - Ada | $0.0004/1k | $0.0004/1k token | Free | |
OpenAI - Ada Trained | $0.0016/1k | $0.0016/1k token | Free | |
OpenAI - Babbage | $0.0005/1k | $0.0005/1k token | Free | |
OpenAI - Babbage Trained | $0.0024/1k | $0.0024/1k token | Free | |
OpenAI - Curie | $0.0020/1k | $0.0020/1k token | Free | |
OpenAI - Curie Trained | $0.0120/1k | $0.0120/1k token | Free | |
OpenAI - Davinci | $0.0200/1k | $0.0200/1k token | Free | |
OpenAI - Davinci Trained | $0.1200/1k | $0.1200/1k token | Free | |
AI21 - J-1 Large | Free | $0.0300/1k token | $0.0003 | |
AI21 - J-1 Large Trained | Free | $0.0300/1k token | $0.0003 | |
AI21 - J-1 Grande | Free | $0.0800/1k token | $0.0008 | |
AI21 - J-1 Grande Trained | Free | $0.0800/1k token | $0.0008 | |
AI21 - J-1 Jumbo | Free | $0.2500/1k token | $0.0050 | |
AI21 - J-1 Jumbo Trained | Free | $0.2500/1k token | $0.0050 | |
CoHere Generate Default | Free | Free | $0.0025 | |
CoHere Generate Custom | Free | Free | $0.0050 | |
CoHere Classify Default | Free | Free | $0.0020 | |
CoHere Classify Custom | Free | Free | $0.0020 | |
CoHere Embed Default | Free | Free | $0.0010 | |
CoHere Embed Custom | Free | Free | $0.0020 | |
Azure - Ada | $0.0004/1k | $0.0004/1k token | Free | |
Azure - Ada Trained | $00.05 | $0.0004/1k | $0.0004/1k token | Free |
Azure - Babbage | $0.0005/1k | $0.0005/1k token | Free | |
Azure - Babbage Trained | $00.08 | $0.0005/1k | $0.0005/1k token | Free |
Azure - Curie | $0.0020/1k | $0.0020/1k token | Free | |
Azure - Curie Trained | $00.24 | $0.0020/1k | $0.0020/1k token | Free |
Azure - Davinci | $0.0200/1k | $0.0200/1k token | Free | |
Azure - Davinci Trained | $34.00 | $0.0200/1k | $0.0200/1k token | Free |
Other Solutions
Host Notes Google Colab Priced per "Compute Unit" and that's tied to your config AWS Sagemaker Different pricing for different tasks
Compute Solutions
Host | Monthly Price | Price |
|---|---|---|
Pipeline | $12.99 | $0.00055 / second [1.98/hour] |
Google Cloud | $3.22 / hour | |
AWS EC2 P3 | $3.06 / hour | |
Azure ML | ? |
Other Resources
GPT Products https://www.gpt-list.com/gpt-products?ref=jace.pro
FutureTools https://www.futuretools.io/?ref=jace.pro
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