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Oracle OBIEE 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:
 

ROI

Sentiment score
6.4
Oracle OBIEE improved reporting and decision-making but had mixed ROI feedback; automation offered notable time savings.
Sentiment score
6.4
ThoughtSpot offers time savings and strategic benefits, though ROI quantification is challenging and adoption varies despite its user-friendly interface.
Using ThoughtSpot has resulted in significant time savings and improved business sales by allowing us to identify sellers and buyers across regions, facilitating targeted marketing.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
Based on our implementation in one project, we are trying to raise more funding to expand its use.
Senior Business Intelligence Architect at Mphasis
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.
Financial Analyst at Nestlé
 

Customer Service

Sentiment score
5.8
Oracle OBIEE's customer service is prompt and knowledgeable but often unhelpful, with delays and recurring repetitive queries.
Sentiment score
5.9
ThoughtSpot's customer service receives mixed reviews, with praise for responsiveness but some criticism for delays and knowledge base limitations.
The tendency to route users to sales personnel with limited technical expertise detracts from the support experience.
Innovation & Data Management Enterprise Architect at a government with 1,001-5,000 employees
I stopped opening tickets due to insufficient and untimely responses.
Software Engineer (Data specialist) at Salesforce
ThoughtSpot provides a dedicated customer success person and the ability to submit tickets online, with a response time of no more than a day.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
The customer support for ThoughtSpot is very proactive and supportive, available 24/7.
Financial Analyst at Nestlé
 

Scalability Issues

Sentiment score
6.9
Oracle OBIEE is scalable, supporting large enterprises and databases, despite occasional challenges and performance issues during heavy processing.
Sentiment score
6.1
ThoughtSpot is praised for scalability and flexibility but faces challenges in governance; contract type affects its scalability potential.
While Oracle OBIEE is scalable, it is more of a niche product designed to work specifically with Oracle systems.
Innovation & Data Management Enterprise Architect at a government with 1,001-5,000 employees
Tableau, Power BI, or Looker have separate tools for preparation, customization, and storytelling.
Sr Data Analytics Consultant at Capgemini
The platform does not have technical problems with scaling data or connections.
Software Engineer (Data specialist) at Salesforce
As our data has grown, I have validated huge datasets and complex models without significant issues.
Data Analyst at a tech vendor with 10,001+ employees
 

Stability Issues

Sentiment score
6.7
Oracle OBIEE is stable and reliable, though performance can drop with large datasets and many users simultaneously.
Sentiment score
6.3
ThoughtSpot is reliable and stable, with minimal downtime and smooth upgrades, despite occasional performance issues and integration needs.
I use it primarily for large datasets, and it performs faster than regular data visualization tools such as Power BI, which has limits on dataset size.
Sr Data Analytics Consultant at Capgemini
The upgrades are smooth with no downtime, which is super important.
Software Engineer (Data specialist) at Salesforce
The responsiveness of accessing live data is exceptional and faster than most other BI tools.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
 

Room For Improvement

Oracle OBIEE's challenges include outdated visuals, complexity, performance issues with large datasets, high cost, and insufficient support.
ThoughtSpot lacks customization, flexibility, and affordable options, with users desiring improved integrations, usability, and a free learning version.
Oracle OBIEE has a steep learning curve compared to tools like SQL Server or Power BI.
Innovation & Data Management Enterprise Architect at a government with 1,001-5,000 employees
The RPD, the semantic layer, is the steepest hurdle. Security integration, integrating with LDAP or Active Directory, is rarely plug and play and requires deep knowledge of WebLogic.
Analyst at Equifax Inc.
Currently, it is not as customizable as the options available on Power BI or Tableau.
Sr Data Analytics Consultant at Capgemini
Handling governance when there are many models and dashboards is complex.
Software Engineer (Data specialist) at Salesforce
Enhancing integration capabilities with other tools like DBT would also be beneficial as it would make our lives easier.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
 

Setup Cost

Oracle OBIEE is costly, requiring extensive negotiations, with high setup and ongoing fees, yet valued for robust performance.
ThoughtSpot offers competitive pricing with flexible negotiation, generally costing more than Power BI but less than Tableau.
Oracle OBIEE is quite expensive, especially when compared to Microsoft's solutions.
Innovation & Data Management Enterprise Architect at a government with 1,001-5,000 employees
HubSpot is expensive.
Software Engineer (Data specialist) at Salesforce
ThoughtSpot's pricing is reasonable and in line with other BI tools.
Business Intelligence & Reporting Manager at a tech vendor with 51-200 employees
The pricing, setup cost, and licensing for ThoughtSpot are competitive.
Financial Analyst at Nestlé
 

Valuable Features

Oracle OBIEE provides robust dashboards, self-service analytics, powerful data modeling, secure access, and excels in data visualization and integration.
ThoughtSpot simplifies data exploration with AI analytics, offering speed, scalability, and user-friendly interfaces for efficient decision-making.
A valuable feature of Oracle OBIEE is its ability to automate some tasks, such as invoice analysis, saving a significant amount of clerical work.
Innovation & Data Management Enterprise Architect at a government with 1,001-5,000 employees
The best features in Oracle OBIEE include improved visualizations, look and feel, and user-friendliness, particularly in OAC, which is the extended version in cloud where DV has been introduced.
Analyst at Equifax Inc.
Its compatibility with most databases, including the latest from FlexMovely and Redshift, allows users to create joins and worksheets easily.
Sr Data Analytics Consultant at Capgemini
This alerting feature is very beneficial for our company at the moment, and we use it extensively.
When I upload a data dump, AI analytics suggest possible data visualizations and insights, which I can pin to dashboards or live boards for modification.
Data Analyst at a tech vendor with 10,001+ employees
 

Categories and Ranking

Oracle OBIEE
Ranking in BI (Business Intelligence) Tools
12th
Average Rating
7.8
Reviews Sentiment
5.7
Number of Reviews
159
Ranking in other categories
Reporting (7th)
ThoughtSpot
Ranking in BI (Business Intelligence) Tools
10th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
18
Ranking in other categories
Data Visualization (10th), Embedded BI (6th)
 

Mindshare comparison

As of April 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle OBIEE is 1.4%, down from 3.8% compared to the previous year. The mindshare of ThoughtSpot is 1.6%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools Mindshare Distribution
ProductMindshare (%)
ThoughtSpot1.6%
Oracle OBIEE1.4%
Other97.0%
BI (Business Intelligence) Tools
 

Featured Reviews

AA
Analyst at Equifax Inc.
Unified semantic layer has driven informed credit risk decisions and real-time analytical insight
Performance-related issues are a concern, as in multiple reports I have seen, some reports were poorly performing. We can focus on implementation of performance so that reports are delivered within seconds. The user interface and self-service experience can be improved through modernization of the UI, addressing self-service limitations, and integrating with mobile. Technical and administrative complexities can also be addressed. Complexities such as system configuration require attention. In the initial setup of Oracle OBIEE, there are multiple things starting from infrastructure provisioning, database schemas, and WebLogic server installations. However, the RPD, the semantic layer, is the steepest hurdle. Security integration, integrating with LDAP or Active Directory, is rarely plug and play and requires deep knowledge of WebLogic. Deep knowledge is necessary when starting with the initial setup of Oracle OBIEE. Other dependencies include Java middleware and client tools. Since Oracle OBIEE deals with huge data, report performance is the biggest concern. The out-of-the-box setup is rarely optimized, so we need to manually check configuration files, such as nqsconfig.ini file settings. For recommendations in Oracle OBIEE, from what I have seen, we work with star schemas in the RPD. I always aim for the star schema in the business model, even if the physical source is normalized. This approach will impact the performance, speed of the data, and accuracy. Oracle OBIEE could improve to allow other schemas as well. Performance is a major area for improvement, and they should work on aggregating the persistence and improve the persistence wizard where we implement aggregations. Caching features have been given, including event polling tables where we can do purging and seeding, but the main focus should be with respect to schema designs.
Purity Wairimu - PeerSpot reviewer
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.
report
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Comparison Review

it_user79932 - PeerSpot reviewer
Senior Manager - BI Head with 5,001-10,000 employees
Feb 4, 2015
Comparison of SAP BO, Tableau, QlikView, Cognos, Microsoft, OBIEE and Pentaho
1. SAP BO/BI Enterprise scalability Security Ease of use Semantic layer 2. Tableau Visualization Data discovery Turnaround time 3. IBM Cognos Enterprise scalability Security In-memory feature 4. MS BI - Flexibility 5. Pentaho - Open source but still enterprise grade 6. QlikView Data…
 

Top Industries

By visitors reading reviews
Financial Services Firm
17%
Government
9%
Manufacturing Company
7%
Construction Company
6%
Financial Services Firm
17%
Manufacturing Company
9%
Computer Software Company
9%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business40
Midsize Enterprise34
Large Enterprise103
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise14
 

Questions from the Community

How does Oracle OBIEE compare with Microsoft BI?
Oracle OBIEE is great in allowing design and creativity per the individual needs of the organization. Dashboards are fully customizable and very user-friendly. This solution is very stable. Oracle ...
Which Oracle product is better - OBIEE or Analytics Cloud?
Oracle OBIEE is designed to be relatively easy to set up and has a helpful customer support staff at the ready to assist customers. These are two attributes that make this system quite valuable. OB...
What is your experience regarding pricing and costs for Oracle OBIEE?
Oracle OBIEE is quite expensive, especially when compared to Microsoft's solutions.
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.
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...
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...
 

Also Known As

OBIEE, Oracle Business Intelligence Enterprise Edition, Oracle BI, Oracle BI EE 11g
No data available
 

Overview

 

Sample Customers

Banca Transilvania, BeckmanCoulter, Hong Kong Housing Society, HealthShare, Ivanhoe Cambridge Unifies, and Home Credit, and Finance Bank.
Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs
Find out what your peers are saying about Oracle OBIEE vs. ThoughtSpot and other solutions. Updated: April 2026.
887,041 professionals have used our research since 2012.