Cloudera Data Platform vs. OpenAI API

Cloudera Data Platform

OpenAI API

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
Cloudera Data Platform	Score 5.8 out of 10	N/A	Cloudera Data Platform (CDP), launched September 2019, is designed to combine the best of Hortonworks and Cloudera technologies to deliver an enterprise data cloud. CDP includes the Cloudera Data Warehouse and machine learning services as well as a Data Hub service for building custom business applications.	$0.04 per CCU (hourly rate)
OpenAI API	Score 9.5 out of 10	N/A	OpenAI headquartered in San Francisco, aims to ensure that artificial general intelligence benefits all of humanity. OpenAI’s API provides access to GPT-3, which performs a wide variety of natural language tasks, and Codex, which translates natural language to code.	$0 per 1K tokens

Pricing

Cloudera Data Platform

OpenAI API

Editions & Modules

CDP Public Cloud - Data Hub: $0.04
per CCU (hourly rate)
CDP Public Cloud - Data Warehouse: $0.054
per CCU (hourly rate)
CDP Public Cloud - Data Engineering: $0.07
per CCU (hourly rate)
CDP Public Cloud - Operational Database: $0.08
per CCU (hourly rate)
CDP Public Cloud - Flow Management: $0.15
per CCU (hourly rate)
CDP Public Cloud - Machine Learning: $0.17
per CCU (hourly rate)
CDP Private Cloud - Plus Edition: $400
CCU (annual subscription)
CDP Private Cloud - Base Edition: $10,000.00
node + variable (annual subscription)

Ada: $0.0008
per 1K tokens
Babbage: $0.0012
per 1K tokens
Curie: $0.0060
per 1K tokens
Davinci: $0.0600
per 1K tokens

Offerings

Pricing Offerings
Cloudera Data Platform	OpenAI API
Free Trial
No	No
Free/Freemium Version
No	No
Premium Consulting/Integration Services
No	No

Entry-level Setup Fee

No setup fee

Additional Details

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More Pricing Information

Community Pulse
	Cloudera Data Platform	OpenAI API
Top Pros	Pro Technical support Pro Complex data Pro Data migration	No answers on this topic
Top Cons	Minus Information management Minus Constantly changing Minus Management capabilities	No answers on this topic

Best Alternatives
	Cloudera Data Platform	OpenAI API
Small Businesses	Google BigQuery Score 8.7 out of 10	Jupyter Notebook Score 9.1 out of 10
Medium-sized Companies	Cloudera Enterprise Data Hub Score 9.0 out of 10	Posit Score 9.7 out of 10
Enterprises	Oracle Exadata Score 9.3 out of 10	Posit Score 9.7 out of 10
All Alternatives	View all alternatives	View all alternatives

User Ratings
	Cloudera Data Platform	OpenAI API
Likelihood to Recommend	7.0 (1 ratings)	10.0 (2 ratings)
Usability	- (0 ratings)	10.0 (1 ratings)
Support Rating	8.0 (1 ratings)	- (0 ratings)

User Testimonials
	Cloudera Data Platform	OpenAI API
Likelihood to Recommend	Cloudera I have seen that Cloudera Data Platform is well suited for large batch processes. It works really well for our indication analyses that are performed by the actuaries. I feel that rapid streaming operations may be a situation where additional technology would be needed to provide for a robust solution. Incentivized Verified User Anonymous Read full review	OpenAI For smaller organizations that run lean and would like to get to deploy a solution quickly. This is a solution that is easy and quick to develop. It has a good amount of customization. However, for advanced customization this might not be a good solution. I suggest experimenting with OpenAI API and then if the experimentation is successful then it is a good idea to optimize and try other LLM models. Incentivized Farrokh Mansouri Head of Data Science Read full review
Pros	Cloudera Scales Highly available Incentivized Verified User Anonymous Read full review	OpenAI Codes Text Images Sound Incentivized Nelson Lopez CEO (Chief Executive Officer) Read full review
Cons	Cloudera Constantly changing costs Log visibility Incentivized Verified User Anonymous Read full review	OpenAI Restrictions are sometimes too strong Incentivized Nelson Lopez CEO (Chief Executive Officer) Read full review
Usability	Cloudera No answers on this topic	OpenAI Easy to setup, develop and deploy. The payload for the API is simple and has all the inputs required for simple projects. There are a good number of options of LLM models to optimize for speed, cost or quality of the answers. A larger token input might improve the overall usability. Incentivized Farrokh Mansouri Head of Data Science Read full review
Support Rating	Cloudera We have utilized Cloudera support quite frequently and are very satisfied with the capability and responsiveness of that team. Often, the new features delivered with the platform give us an opportunity to mature the way we're doing things, and the support team have been valuable in developing those new patterns. Incentivized Verified User Anonymous Read full review	OpenAI No answers on this topic
Alternatives Considered	Cloudera IBM's offering of the Cloud Pak for Data has been a moving target and difficult to compare to Cloudera Data Platform. We have implemented our solution on Amazon Web Services, which appears to be supported by IBM at this point, but the migration would be very expensive for us to endeavor. Incentivized Verified User Anonymous Read full review	OpenAI Due to in part of difficult situation, OpenAI recognizes me as a researcher and supports my projects. Incentivized Nelson Lopez CEO (Chief Executive Officer) Read full review
Return on Investment	Cloudera Reduced operational costs Speed to market Incentivized Verified User Anonymous Read full review	OpenAI Big question about functionality Incentivized Nelson Lopez CEO (Chief Executive Officer) Read full review
ScreenShots