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Cognite Data Fusion vs HighByte Intelligence Hub comparison

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Comparison Buyer's Guide

Executive Summary

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

Cognite Data Fusion
Ranking in AI Data Analysis
26th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
HighByte Intelligence Hub
Ranking in AI Data Analysis
22nd
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the AI Data Analysis category, the mindshare of Cognite Data Fusion is 0.5%, down from 1.3% compared to the previous year. The mindshare of HighByte Intelligence Hub is 0.4%, down from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
HighByte Intelligence Hub0.4%
Cognite Data Fusion0.5%
Other99.1%
AI Data Analysis
 

Featured Reviews

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reviewer2902644 - PeerSpot reviewer
Data Engineer at a manufacturing company with 10,001+ employees
Data modeling has automated integrations and now delivers real-time traceable production data
At this moment, HighByte Intelligence Hub can be improved in several ways. It provides the inbuilt UNS, which is fine at the local level if you have limited capability or limited nodes connected to it. But as the number grows and is connected to the UNS or the MQTT broker, it won't work. Perhaps if they could come up with their native broker, that would be useful. Secondly, sometimes the old versions do not support the new features' project export configuration. If I have new versions and I export the new version's configurations and try to import it, it won't work. That is another challenge because there is no other option other than updating your version and getting into the new version. Sometimes it is not possible due to company policy and team validation testing. Other than that, HighByte Intelligence Hub is straightforward.
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Top Industries

By visitors reading reviews
Construction Company
29%
Comms Service Provider
10%
Manufacturing Company
8%
Outsourcing Company
7%
Construction Company
39%
Manufacturing Company
13%
Comms Service Provider
12%
Outsourcing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Overview

Find out what your peers are saying about Informatica, Denodo, Cisco and others in AI Data Analysis. Updated: September 2026.
915,325 professionals have used our research since 2012.