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CloverETL vs ThoughtSpot comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 1, 2025

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

CloverETL
Ranking in Data Visualization
39th
Average Rating
7.0
Reviews Sentiment
6.8
Number of Reviews
2
Ranking in other categories
Data Integration (65th)
ThoughtSpot
Ranking in Data Visualization
8th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
13
Ranking in other categories
BI (Business Intelligence) Tools (13th), Embedded BI (5th)
 

Mindshare comparison

As of June 2025, in the Data Visualization category, the mindshare of CloverETL is 0.2%, down from 0.3% compared to the previous year. The mindshare of ThoughtSpot is 2.0%, down from 2.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Visualization
 

Featured Reviews

it_user856614 - PeerSpot reviewer
Very easy to schedule jobs and monitor them, however we run out heap space even with a high allocation
Flexibility: We can bring in data from multiple sources, e.g., databases, text files, JSON, email, XML, etc. This has been very helpful Connectivity to various data sources: The ability to extract data from different data sources gives greater flexibility. Server features for scheduler: It is…
Sushma Polavarapu - PeerSpot reviewer
Creates user-friendly analysis environments for large datasets
The tool is user-friendly for the end users. It is primarily a search-based tool. Users do not need a technical background to work directly on the dataset. Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily. ThoughtSpot is fast, even with one to ten terabytes of data.

Quotes from Members

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

Pros

"Key features include wealth of pre-defined components; all components are customizable; descriptive logging, especially for error messages."
"Connectivity to various data sources: The ability to extract data from different data sources gives greater flexibility."
"Server features for scheduler: It is very easy to schedule jobs and monitor them. The interface is easy to use."
"No dependence on native language and ease of use.​​"
"The scalability is good."
"Stability is very important, and ThoughtSpot performs well."
"ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly."
"The initial setup was very straightforward."
"I like ThoughtSpot's search capabilities. You can also create custom analytics even if you aren't an experienced data analyst. We have users with no data analytics experience making some of the dashboards we've created, copying components, and customizing them to their specific use cases."
"The tool is user-friendly for the end users."
"The main core of ThoughtSpot is to create models, connect data pipelines, and create business models and dashboards on top of them."
"ThoughtSpot excels in being self-service oriented, allowing users who aren't developers to easily create their own reports and visualizations, making it very intuitive."
 

Cons

"​Resource management: We typically run out of heap space, and even the allocation of high heap space does not seem to be enough.​"
"Needs: easier automated failure recovery; more, and more intuitive auto-generated/filled-in code for components; easier/more automated sync between CloverETL Designer and CloverETL Server."
"Its documentation could be improved.​"
"Some areas for improvement include the pixel-perfect dashboards, which are not as refined as those in Tableau."
"A crucial feature we needed is missing, which involves restricting views of certain KPIs when users select conflicting parameters. We had to create a workaround, which impacted performance by loading pinboards slowly."
"A customized visualization is lacking in this product."
"The support team gets a six out of ten. They are not as proactive."
"The one area of the solution that I do hear needs improvement is on the visualization front."
"The dashboards could give you more ability to fine tune the appearance. You get a great deal more control over how something looks in Power BI than you do in ThoughtSpot."
"The most difficult thing I found is that it only deals with the files and does not have direct connectivity to databases."
"If I want to order columns, this feature is not there."
 

Pricing and Cost Advice

Information not available
"I give the pricing a six out of ten."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
21%
Computer Software Company
13%
Manufacturing Company
10%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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What is your experience regarding pricing and costs for ThoughtSpot?
The pricing is on the higher end but reasonable for what ThoughtSpot offers.
What needs improvement with ThoughtSpot?
ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues. The platform also has fewer formulas and functions compared to...
What is your primary use case for ThoughtSpot?
I am working for a telecommunication company where we use ThoughtSpot ( /products/thoughtspot-reviews ) to create monthly, weekly, and daily ad hoc reports for business needs. We work for both B2B ...
 

Comparisons

No data available
 

Overview

 

Sample Customers

IBM, Oracle, MuleSoft, GoodData, Thomson Reuters, salesforce.com, Comcast, Active Network, SHOP.CA
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about CloverETL vs. ThoughtSpot and other solutions. Updated: June 2025.
859,129 professionals have used our research since 2012.