CloverETL vs ThoughtSpot comparison

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CloverETL

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Executive SummaryUpdated on Jan 1, 2025

CloverETL and ThoughtSpot are competing products in the data operations category. ThoughtSpot stands out in data analytics for its advanced searching capabilities, while CloverETL is advantageous for ETL processes due to its flexibility in data integration.

Features: CloverETL offers a robust graphical interface, data integration capabilities, and efficient data mapping. ThoughtSpot provides search-driven analytics, AI integration, and user-friendly querying.

Ease of Deployment and Customer Service: CloverETL supports flexible, on-premise deployment options and provides dedicated support for integration challenges. ThoughtSpot focuses on cloud-based deployment, ensuring quick scalability and access, with strong support for analytics applications.

Pricing and ROI: CloverETL is cost-effective for comprehensive ETL operations, offering favorable ROI for integration-focused projects. ThoughtSpot has a higher setup cost, justified by its advanced analytics features, reflecting a premium ROI for sophisticated analytic needs.

To learn more, read our detailed CloverETL vs. ThoughtSpot Report (Updated: March 2026).

CloverETL vs. ThoughtSpot

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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

34th

Average Rating

7.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Data Integration (57th)

ThoughtSpot

Ranking in Data Visualization

9th

Average Rating

8.0

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (10th), Embedded BI (6th)

Mindshare comparison

As of March 2026, in the Data Visualization category, the mindshare of CloverETL is 1.0%, up from 0.2% compared to the previous year. The mindshare of ThoughtSpot is 2.6%, up from 2.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Visualization Mindshare Distribution
Product	Mindshare (%)
ThoughtSpot	2.6%
CloverETL	1.0%
Other	96.4%

Data Visualization

Featured Reviews

it_user856614

Lead Programmer at a healthcare company with 10,001+ employees

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…

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Purity Wairimu

Financial Analyst at Nestlé

Self-service analytics has empowered teams and now drives faster data-driven decisions

I have an experience of four years using ThoughtSpot. ThoughtSpot is very easy to use. Even non-technical users find it very easy to use and user-friendly. Some of the best features ThoughtSpot offers are innovation, ease of use, and data analytics. Reporting development is also pretty easy, making complex formulas slightly easier. Additionally, dashboarding for non-technical people, easy search of data, ease of getting insights, AI-driven analytics, and the ability to easily build charts are highlights. ThoughtSpot also offers data connection with live data sources. ThoughtSpot's scalability is impressive; it can handle large data easily, and performance has been powerful and reliable. The AI-driven analytics capabilities in ThoughtSpot help to predict future outcomes and are very helpful in tracking data, and performance is great.

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Quotes from Members

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

Pros

"Familiar, intuitive GUI coming from a Java development background, in-depth, descriptive, and well-laid-out documentation, responsive support through forums directly from Clover staff, a wealth of customizable pre-defined components, descriptive logging for error messages, and ease of install with a light footprint make it very effective to use."

"Server features for scheduler: It is very easy to schedule jobs and monitor them. The interface is easy to use."

"Connectivity to various data sources: The ability to extract data from different data sources gives greater flexibility."

"No dependence on native language and ease of use."

"We switched to CloverETL because of its flexibility to connect to various data sources and no dependence on native language and ease of use."

"Key features include wealth of pre-defined components; all components are customizable; descriptive logging, especially for error messages."

"The initial setup was very straightforward."

"ThoughtSpot is much easier to work with and maintain than other BI solutions, and it significantly reduces costs related to manual labor."

"ThoughtSpot empowers businesses to make informed decisions by providing real-time data insights."

"ThoughtSpot saves a significant amount of time compared to other tools and is very user-friendly."

"It is easy to set up the solution."

"This tool has really improved our decision-making by 70 to 80% because we are able to rely on insights from different data sources from different departments."

"The scalability is good."

"It's easy to drill down or expand data to get more details right out of the box."

More ThoughtSpot pros

Cons

"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."

"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 or filled-in code for components, and easier or more automated sync between CloverETL Designer and CloverETL Server."

"Its documentation could be improved."

"Resource management: We typically run out of heap space, and even the allocation of high heap space does not seem to be enough."

"The customizability of the visualization live boards should be improved."

"ThoughtSpot is a fairly new product, so some usability aspects aren't as mature as we'd like them to be. One example is their organizational methodology, like how objects are organized in their dashboards inside the product. They're all on a flat list, which works if you've got five or 10 dashboards. However, it's insufficient when you're a large enterprise with multiple groups looking at the same dashboards. It isn't organized well."

"A customized visualization is lacking in this product."

"I would like to see more flexibility in adding the pins. Currently, we have four different sizes in which I can add pins, but I would like to be able to resize my pins."

"Although it's a very nice feature to have, I don't think that is something which can survive alone."

"The prediction model needs improvement. While NLQ is working perfectly fine and the data understanding capabilities of ThoughtSpot are good, there is room for improvement."

"The support team gets a six out of ten. They are not as proactive."

"ThoughtSpot lacks an intermediate layer for data loading, unlike Qlik, which affects dashboard stability when the database has issues."

More ThoughtSpot cons

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

Construction Company

27%

Manufacturing Company

13%

Computer Software Company

10%

Retailer

Financial Services Firm

17%

Manufacturing Company

Computer Software Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	14

Questions from the Community

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What is your experience regarding pricing and costs for ThoughtSpot?

The pricing, setup cost, and licensing for ThoughtSpot are competitive, and it is a very user-friendly tool compared to its competitors. Setting it up was easy and straightforward.

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What needs improvement with ThoughtSpot?

The customizability of the visualization live boards should be improved. Additional support for more data warehouse systems is needed, as data does not always match sometimes. Sophisticated data mo...

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What is your primary use case for ThoughtSpot?

My name is Peter Chemo, a Financial Analyst at Nesto. One of the major challenges that ThoughtSpot solves is reducing the dependency on data teams for reports and insights. ThoughtSpot also integra...

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Product Reports

Data Integration

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Download ThoughtSpot product report

Overview

CloverETL is a rapid, end-to-end data integration solution. Businesses choose CloverETL for its usability and intuitive controls, along with its lightweight footprint, flexibility, and processing speed. Achieving true, rapid data integration means much more than just raw data processing power. Rapid refers to an end-to-end process that begins the moment a data-related problem is recognized to the point when the data is in the right place and form to be analyzed and monetized.

Javlin

ThoughtSpot is a powerful business intelligence tool that allows easy searching and drilling into data. Its ad hoc exploration and query-based search features are highly valued, and it is easy to set up, stable, and scalable.

The solution is used for reporting purposes, self-service BI, and embedding into other applications for customers to do self-service analytics. It helps businesses with metrics, KPIs, and important insights by sourcing data from various sources into one golden source and visualizing it in an easy way for the business to consume. The pricing model is ideal, charging for data rather than the number of users.

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

CloverETL vs. ThoughtSpot