No more typing reviews! Try our Samantha, our new voice AI agent.

CloudQuery vs TIBCO Spotfire 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

CloudQuery
Average Rating
9.0
Reviews Sentiment
6.5
Number of Reviews
2
Ranking in other categories
Cloud Data Integration (23rd)
TIBCO Spotfire
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
78
Ranking in other categories
BI (Business Intelligence) Tools (9th)
 

Featured Reviews

MR
Cloud Security Support at a tech vendor with 501-1,000 employees
AI-driven queries have transformed how I discover hidden cloud assets and misconfigurations
One of the improvements that could be made to CloudQuery is the GUI. In the past, I had issues where I couldn't see all the information that would pop up at the bottom. That might be fixed by now, but I was experiencing issues with the GUI itself. CloudQuery's AI capabilities lack governance and security features. While the AI is great for helping me craft SQLs to find assets in the environment, it does not have real security features for blocking or similar tasks. I can set up SQLs for alerting, but I find that a bit limiting. For what it is, CloudQuery is great. The only improvement I could suggest would be to set up more alerting features, but overall it is great for what it is, and I would say it feels a little bit limiting.
reviewer2835996 - PeerSpot reviewer
Operations Analyst at a non-profit with 51-200 employees
Interactive dashboards have transformed reporting and now support real-time data-driven decisions
One area that could improve in TIBCO Spotfire is performance with very large data sets. I use the advanced scripting feature less often, but the visualization and dashboard features are very useful in my daily work with TIBCO Spotfire. TIBCO Spotfire can be improved in handling very large data, faster dashboard loading, simpler advanced scripting, and better customization options for visualizations. Integration with some external tools in TIBCO Spotfire can be smoother, and the user interface for advanced features could be more beginner-friendly. A more intuitive navigation system, a cleaner interface, and an easier drag-and-drop option for report building would also make it more useful.

Quotes from Members

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

Pros

"CloudQuery has positively impacted my organization because instead of navigating through multiple cloud consoles, I can run an SQL query and get, for example, all my S3 buckets that are public, private, or that I need to do something with."
"The AI-generated SQL works well for my team as it gets things right most of the time."
"Technical support is excellent."
"I appreciate Spotfire's range of visualization options, advanced analytics features, and seamless integration with other TIBCO products."
"Spotfire is a wonderful product with vast reporting and analytical capability."
"TIBCO Spotfire is a strong and reliable analytic platform that delivers good value for organizations that need advanced reporting, dashboards, and data-driven decision-making."
"It has increased our sales by 10 to 15 percent by having that raw data turned into visuals that we can understand in real time."
"It has an extremely good graphic ability, so as to present the data in a way that's very meaningful to the end user."
"Being able to create dashboards on the fly while stakeholders give requirements in real-time is extremely valuable in advertising."
"In my opinion, TIBCO Spotfire is the best tool that really serves the business analysis needs."
 

Cons

"CloudQuery really acts as an asset inventory tool, which is great, but I find that somewhat limiting."
"Spotfire requires better documentation."
"There's one area I see that specifically needs improvement. That is when you do the data loading; it is slow."
"The data compression has room for improvement."
"Learning to use the scripting language (Python) proved a challenge for me personally due to lack of good documentation, and the scripting editor is not so user-friendly."
"Customer Service: Good Technical Support: It's good but need improvement."
"Exporting to Excel, PDF, and PowerPoint should be easier."
"The stability is pretty good. However, if you have a decent-sized data set (maybe 100 columns by a few hundred thousand rows) and you create a lot of complex visualizations, sometimes the program will crash on you."
"However, ease of connecting to Oracle databases and parameterizing the database queries would be useful."
 

Pricing and Cost Advice

Information not available
"This product carries a monthly licensing charge, with the amount depending on the features that are to be included. This costs also covers the use of technical support."
"The ROI is nearly impossible to calculate."
"The cost is a few hundred dollars per user per year."
"In comparison to other solutions such as IBM Cognos, TIBCO Spotfire is more affordable."
"The solution is affordable one."
"The cost of TIBCO Spotfire could improve. It should be less expensive. It's the most expensive visualization tool in our company."
"The pricing seems competitive and reasonable. The value delivered by the product far exceeds the cost."
"The Tibco sales teams have been very difficult to work with - ignoring requests, misrepresenting level of demand, etc."
report
Use our free recommendation engine to learn which Cloud Data Integration solutions are best for your needs.
909,153 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
No data available
Manufacturing Company
13%
Financial Services Firm
9%
Outsourcing Company
7%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise15
Large Enterprise44
 

Questions from the Community

What needs improvement with CloudQuery?
CloudQuery could maybe integrate with some AI agents like ChatGPT or Claude to help us do some things like writing in natural language instead of SQL. Regarding CloudQuery's AI capabilities, I thin...
What is your primary use case for CloudQuery?
My main use case for CloudQuery is as a tool for inventory platforms that lets me extract, transform, and query infrastructure data using SQL. A quick specific example of how I use CloudQuery in my...
What advice do you have for others considering CloudQuery?
My advice to others looking into using CloudQuery is that if you like SQL, you can use this product as if it was MySQL, SQL Server, or any other relational database. I would rate this product a 10 ...
What is your experience regarding pricing and costs for TIBCO Spotfire?
I really had no control in the area of pricing, setup cost, and licensing as I was just the end-user of the product.
What needs improvement with TIBCO Spotfire?
I think TIBCO Spotfire could be improved by having better training, as the setup is probably the hardest aspect to get familiar with. Once you do, it becomes straightforward. Better training and ea...
What is your primary use case for TIBCO Spotfire?
My main use case for TIBCO Spotfire is to showcase and visualize large bodies of data in charts and categorize them to identify trends and determine what works and what does not work from an analyt...
 

Also Known As

No data available
Spotfire
 

Overview

 

Sample Customers

Information Not Available
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about CloudQuery vs. TIBCO Spotfire and other solutions. Updated: August 2026.
909,153 professionals have used our research since 2012.