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Evidently AI vs H2O.ai comparison

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Evidently AI
Ranking in Model Monitoring
1st
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
H2O.ai
Ranking in Model Monitoring
4th
Average Rating
7.6
Reviews Sentiment
6.8
Number of Reviews
10
Ranking in other categories
Data Science Platforms (16th)
 

Mindshare comparison

As of August 2025, in the Model Monitoring category, the mindshare of Evidently AI is 23.8%, down from 25.5% compared to the previous year. The mindshare of H2O.ai is 0.8%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Model Monitoring Market Share Distribution
ProductMarket Share (%)
Evidently AI23.8%
H2O.ai0.8%
Other75.4%
Model Monitoring
 

Featured Reviews

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Abhay Vyas - PeerSpot reviewer
Advanced model selection and time efficiency meet needs but documentation and fusion model support are needed
Even though H2O.ai provides the best model, there could be improvements in certain areas. For instance, when you want to work with fusion models, H2O.ai doesn't provide that kind of information. Currently, it provides individual models as outcomes. If it could offer combinations of models, such as suggesting using XGBoost along with SVM for wonderful results, that fusion model concept would be a good option for developers. I hope the fusion model concept will be implemented soon in H2O.ai. Regarding documentation, I faced challenges as I didn't see much information from a documentation perspective. When I was trying to learn how to train and test H2O.ai, there was limited documentation available. If they could improve in that area, it would be really beneficial.
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
11%
Manufacturing Company
7%
Retailer
6%
Computer Software Company
16%
Financial Services Firm
16%
Manufacturing Company
9%
Educational Organization
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise3
Large Enterprise7
 

Questions from the Community

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What needs improvement with H2O.ai?
Even though H2O.ai provides the best model, there could be improvements in certain areas. For instance, when you want to work with fusion models, H2O.ai doesn't provide that kind of information. Cu...
What is your primary use case for H2O.ai?
I used H2O.ai on several POCs for my previous company, and it helped me find the best model. I needed to determine which model was performing better for job portal data. At that time, H2O.ai was ev...
What advice do you have for others considering H2O.ai?
For larger datasets, model computation or model training and testing typically takes considerable time because with individual models, you need to train and test each one. With H2O.ai, these concer...
 

Comparisons

 

Overview

 

Sample Customers

Information Not Available
poder.io, Stanley Black & Decker, G5, PWC, Comcast, Cisco