Side by side

EMBERS vs H2O Driverless AI

Both stand on predictive analytics software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

H2O Driverless AI combines automated machine-learning workflows with explainability and several deployment formats. Teams should plan secure installation and review the platform’s hardware and exploratory-laptop limitations.

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The facts

	EMBERS	H2O Driverless AI
Free plan	Yes	A free trial
Open source	Not published	Not published
Runs on	Linux	API, Linux, Mac, Self-hosted, Web, Windows
Lowest paid plan	Not published	Free or on request
Plans published	None	1
Maker	Not published	Not published
Website	embers.readthedocs.io	h2o.ai
On predictive analytics software	#22 of 37	#18 of 37

EMBERS: what it does well

H2O Driverless AI: what it does well

Automates feature engineering and model selection
Explains global and individual predictions
Deploys REST, cloud, or Java models
Supports major cloud data connectors
Offers a 21-day public-cloud evaluation

What to know first

No free plan
Commercial license requires contacting sales
Default installation has security disabled
Windows and macOS laptops suit only small exploratory datasets

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