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Atlas by Ariga vs iMerit Ango Hub Data Labeling Services comparison

 

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

Atlas by Ariga
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
AWS Marketplace (153rd)
iMerit Ango Hub Data Labeli...
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AI Data Labeling (7th)
 

Mindshare comparison

Atlas by Ariga and iMerit Ango Hub Data Labeling Services aren’t in the same category and serve different purposes. Atlas by Ariga is designed for AWS Marketplace and holds a mindshare of 0.2%, up 0.1% compared to last year.
iMerit Ango Hub Data Labeling Services, on the other hand, focuses on AI Data Labeling, holds 9.1% mindshare.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Atlas by Ariga0.2%
Stardog Enterprise Knowledge Graph Platform0.4%
Freight Emissions API - Carbon data for shipping and logistics0.3%
Other99.1%
AWS Marketplace
AI Data Labeling Mindshare Distribution
ProductMindshare (%)
iMerit Ango Hub Data Labeling Services9.1%
Labelbox25.0%
Label Studio20.5%
Other45.4%
AI Data Labeling
 

Featured Reviews

CalvinceOkello - PeerSpot reviewer
Senior Support Specialist at Polybase Labs
Managing support tickets has become simpler but reporting and analytics still need improvement
What I appreciate about Atlas by Ariga is that it was very easy to use because it's user-friendly. Even the UI is not very complicated; it's very basic, so you cannot compare it to the big CRMs such as Zendesk or even Freshdesk in that sense. After implementing Atlas by Ariga, I wouldn't say that I have seen any significant positive impact apart from the general ease of handling many tickets in terms of volume at the same time. Besides that, there is no major impact that it has done, as it is just easing the support side of things.
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Top Industries

By visitors reading reviews
Construction Company
57%
Outsourcing Company
8%
Healthcare Company
5%
Transportation Company
5%
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Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
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Questions from the Community

What is your experience regarding pricing and costs for Atlas by Ariga?
It won't be convenient for me to answer a question about price or licensing cost, as I was not part of the decision-making process for that.
What needs improvement with Atlas by Ariga?
Regarding weak points in Atlas by Ariga, the downside that I personally noticed is related to the data bit or analytics because I have used Zendesk Explore, and I'm trying to compare my experiences.
What is your primary use case for Atlas by Ariga?
I mostly used Atlas by Ariga for support, so I didn't go deeper into the impact of its migration engine on schema evolution tracking within my projects.
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Comparisons

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Overview

Find out what your peers are saying about HailBytes, Dice, PeerSpot and others in AWS Marketplace. Updated: June 2026.
899,645 professionals have used our research since 2012.