Oracle Analytics Cloud vs ThoughtSpot comparison

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Oracle Analytics Cloud

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Executive SummaryUpdated on Jan 1, 2025

ThoughtSpot and Oracle Analytics Cloud compete in the business analytics sector. ThoughtSpot's intuitive search capabilities and scalability give it an edge in fast data exploration, while Oracle's strength is in comprehensive data preparation and robust data integration suitable for large enterprises.

Features: ThoughtSpot offers intuitive search capabilities, fast loading times, and excellent scalability, empowering non-expert users to handle complex tasks efficiently. Oracle Analytics Cloud shines in comprehensive data preparation, machine learning capabilities, and robust integration with multiple data sources. Its visualizations and security features cater to large enterprise needs.

Room for Improvement: ThoughtSpot users seek more flexibility in visualization, better connectivity to different databases, and enhanced reporting functionalities, particularly SpotIQ. Oracle Analytics Cloud could improve its visualizations, user interaction, and metadata management. Price concerns also arise as it’s seen as expensive when scaling.

Ease of Deployment and Customer Service: ThoughtSpot provides smooth deployment across private and public clouds with well-regarded customer service responsiveness. Oracle Analytics Cloud offers public, private, and hybrid deployments, noted for proactive and helpful support teams. ThoughtSpot often receives praise for consistent support across enterprises.

Pricing and ROI: ThoughtSpot is viewed as competitively priced with flexible licensing models beneficial for smaller companies, showing positive ROI due to time savings. Oracle Analytics Cloud’s pricing is higher, especially compared to competitors like Tableau and Power BI, though some users justify the cost for its long-term benefits and strategic contributions to decision-making.

To learn more, read our detailed Oracle Analytics Cloud vs. ThoughtSpot Report (Updated: October 2026).

Oracle Analytics Cloud 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

Oracle Analytics Cloud

Ranking in BI (Business Intelligence) Tools

18th

Ranking in Data Visualization

15th

Average Rating

8.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

No ranking in other categories

ThoughtSpot

Ranking in BI (Business Intelligence) Tools

5th

Ranking in Data Visualization

7th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Embedded BI (2nd)

Mindshare comparison

As of November 2026, in the BI (Business Intelligence) Tools category, the mindshare of Oracle Analytics Cloud is 1.5%, down from 1.7% compared to the previous year. The mindshare of ThoughtSpot is 1.7%, up from 1.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

BI (Business Intelligence) Tools Mindshare Distribution
Product	Mindshare (%)
ThoughtSpot	1.7%
Oracle Analytics Cloud	1.5%
Other	96.8%

BI (Business Intelligence) Tools

Featured Reviews

DavidMalizia

Head Of Data And Ai at a tech services company with 11-50 employees

Data projects have grown rapidly and support complex analytics and quick dashboard delivery

Some things that could be improved in Oracle Analytics Cloud is definitely the way it works. In some cases, for example, if you want to create analytic functions such as the percentage of a measure over another, which is a straightforward question you might ask, it appears simple to do, but the result is not what you expect. I would make it more user-friendly in terms of creating new measures. The measure creation feature could be improved. In terms of functionality, there are not many functions that are completely missing. There is one aspect that if you compare it with Power BI from Microsoft, which works completely in memory and therefore puts everything in memory to allow many calculations on the fly on what is in memory, that is missing, but it is architecturally different and would not be possible to ask for something like that. Some time features and time series analysis functions could be improved. Calculating a year ago and previous period functions could definitely work with some improvement.

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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

"The advanced calculations by the tool are highly effective"

"Mobility is the most valuable feature for us, as all employees can access it from anywhere, which is a big advantage for us."

"The dashboards, analytics, visualizations, and different reports are valuable for business analytics."

"Technical support is very fast and accurate."

"Oracle Analytics Cloud is more refined compared to the on-premises version of OBIEE."

"It plays a crucial role in facilitating decision-making for various organizational stakeholders."

"The solution can scale."

"The technical support is excellent, and they respond quickly."

More Oracle Analytics Cloud pros

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

"The point which I found to be a strength point for Domo was collaboration while building dashboards and pipelines, and the volume of data it used to handle."

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

"It is easy to set up the solution."

"The main core of ThoughtSpot is to create models, connect data pipelines, and create business models and dashboards on top of them."

"The most valuable feature is probably the core functionality itself, which is the ability to search and drill down into any data right out of the box."

"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."

"I would recommend ThoughtSpot because I had a good experience working with it."

More ThoughtSpot pros

Cons

"We did not have a positive experience with technical support."

"The implementation of generative AI and machine learning should improve"

"It is less scalable than Snowflake."

"They could improve the ease of developing the dashboard and interacting with it."

"It should simplify data connectivity and modeling, making data extraction more streamlined and adaptable for diverse use cases."

"The pricing model in Microsoft is more straightforward. With Oracle, you have the data visualization and enterprise lines, and to put it simply, both appear as more expensive options for customers trying to get oriented in the segment."

"The migration of older dash tools from the classic interface of Oracle BI prior to OAS launch to the newer Data Visualization and Oracle Analytics Cloud interfaces, including dashboards and metadata, is currently a cumbersome process. Improvements in this area would be highly beneficial. Additionally, the administration of the cloud, particularly the startup of services and linking of the WebLogic server and integrated components, takes longer than desired. In today's enterprise landscape, waiting forty minutes for the server to be operational is quite lengthy; ideally, this process should take a maximum of four minutes. It would be excellent to incorporate metadata management as an integral part of the Oracle Analytics Cloud. When dealing with integrated data from various sources, tracking data lineage and the entire data life cycle, from sources to report development and the mapping of reports to specific dashboards, should be seamlessly managed within the Oracle Analytics Cloud. This would eliminate the need for additional tools. Drawing a comparison, tools like Tableau have a feature enabling metadata management, making it easier to trace the complete data lineage of reports. Managing over seven hundred and thirty-six business dashboards, the metadata management capability within Tableau simplified the process of understanding how reports were developed, including details like associated tables, users, linked views, materialized views, data segmentations, ETL jobs, and the data warehouse stages. Enhancing metadata tracking within the Oracle Analytics Cloud layout would facilitate easy and practical management of the complete data life cycle, encompassing user accessibility and report permissions."

"Oracle Analytics Cloud is lacking in charts. They should add more charts to it."

More Oracle Analytics Cloud cons

"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."

"If I want to order columns, this feature is not there."

"The speed of ThoughtSpot could be improved."

"Currently, we notice a bug in ThoughtSpot when Spotter joins different data sets extracted from Snowflake or produced by SQL."

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

"I encountered limitations mainly around UI and dashboard configuration."

"The customer service and support are not good. I stopped opening tickets due to insufficient and untimely responses."

"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."

More ThoughtSpot cons

Pricing and Cost Advice

"I would rate it a five out of five in terms of the value received for the price charge."

"Bottom line, the cost is really, really cheap compared to other solutions. Oracle has made a huge effort on the pricing."

"Oracle Analytics Cloud's pricing is generally higher than that of other vendors."

"The product’s pricing is expensive. However, feature-wise, it fits the requirements of enterprise customers."

"I don't know the exact cost, but its pricing was good. Its pricing was competitive. I would rate it a three out of five in terms of pricing."

"The price is reasonable; it's quite a bit lower than Tableau and Spotfire."

"The tool's pricing is not unreasonable or non-competitive."

"I rate the product's pricing a nine on a scale of one to ten, where one is cheap, and ten is expensive."

More Oracle Analytics Cloud pricing and cost advice

"I give the pricing a six out of ten."

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Top Industries

By visitors reading reviews

Financial Services Firm

10%

Manufacturing Company

Government

Construction Company

Financial Services Firm

12%

Manufacturing Company

Outsourcing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	13
Midsize Enterprise	7
Large Enterprise	11

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	1
Large Enterprise	19

Questions from the Community

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 Analytics Cloud?

Pricing for Oracle Analytics Cloud works with how much you want it to cost. We have clients who have bought large amounts of Oracle and the price per product has gone down massively because they bo...

What needs improvement with Oracle Analytics Cloud?

What is your experience regarding pricing and costs for ThoughtSpot?

My experience with pricing, setup cost, and licensing is that I was not part of the pricing discussions. One thing I can provide is that they are being very flexible with the limits, and they also ...

What needs improvement with ThoughtSpot?

ThoughtSpot could be improved in that the only part where ThoughtSpot is lacking compared to the more traditional players such as Tableau and Power BI is regarding the options with the visualizatio...

What is your primary use case for ThoughtSpot?

My main use case for ThoughtSpot is to provide self-service analytics capabilities for our company and the business stakeholders. As the manager of the data analytics team, we are managing ThoughtS...

SAP Business Data Cloud vs Oracle Analytics Cloud

Comparisons

Compared 7% of the time

Zoho Analytics vs Oracle Analytics Cloud

Compared 6% of the time

Tableau Enterprise vs Oracle Analytics Cloud

Compared 6% of the time

Oracle OBIEE vs Oracle Analytics Cloud

Compared 5% of the time

TIBCO Spotfire vs Oracle Analytics Cloud

Compared 5% of the time

More Oracle Analytics Cloud Competitors

Tableau Enterprise vs ThoughtSpot

Compared 8% of the time

Omni vs ThoughtSpot

Compared 6% of the time

Microsoft Power BI vs ThoughtSpot

Compared 6% of the time

Embeddable vs ThoughtSpot

Compared 4% of the time

Qlik Sense vs ThoughtSpot

Compared 3% of the time

More ThoughtSpot Competitors

Product Reports

Oracle Analytics Cloud

Download Oracle Analytics Cloud product report

Download ThoughtSpot product report

Also Known As

Oracle Analytics Cloud Service, OAC, Oracle Data Visualization, Oracle Data Visualization Cloud Service, ODV

No data available

Overview

Oracle Analytics Cloud offers enterprise-grade dashboarding, visualization, and data integration with machine learning and NLP capabilities. Its cloud infrastructure supports data preparation, predictive analysis, and business analytics, enhancing decision-making for global users.

Oracle Analytics Cloud excels in providing a comprehensive platform for financial, procurement, and HR analytics. It integrates seamlessly with systems like ERP and Primavera, allowing users to develop dashboards for financial status, personal data management, and predictive sales analysis. Known for its ease of use and capacity to handle large data volumes, it supports enterprise-level transactions across financials and logistics, offering stakeholders valuable insights. However, improvements are needed in visualization variety, cost efficiency, and performance speed. Certain areas such as connectors, data modeling features, flexibility, and support resources require enhancement.

What are the most significant features of Oracle Analytics Cloud?

Enterprise-Grade Dashboarding: Offers robust visualization and reporting capabilities.
Data Visualization: Provides intuitive visual tools for data analysis.
Data Integration: Seamlessly connects with ERP, Primavera, and other systems.
Machine Learning: Incorporates ML for smarter analytics and predictions.
Natural Language Processing: Simplifies search and data queries with NLP.
Automatic Dashboards: Generates dashboards through the Explain function.

What are the key benefits and ROI of choosing Oracle Analytics Cloud?

Ease of Use: User-friendly interface simplifies data analysis for teams.
Scalability: Handles large data volumes and grows with business needs.
Fast Performance: Quickly processes and analyzes data to aid decision-making.
Secure Business Analytics: Offers secure data preparation and analysis.

In industries like finance, procurement, and HR analytics, Oracle Analytics Cloud supports decision-making by integrating with existing systems such as ERP and Primavera. Users create dashboards for assessing financial status and predicting sales, aiding business intelligence and enterprise transactions, especially in financials and logistics.

Oracle

ThoughtSpot offers analytics through a user-friendly interface, empowering non-technical users to explore data swiftly with AI-driven insights and search-based analytics, making data access and modeling efficient.

ThoughtSpot is designed for intuitive data exploration, enabling users to generate custom analytics and reports without deep technical expertise. Its strength lies in natural language processing, scalability, and seamless data connectivity. Customizable dashboards and interactive visualizations help organizations in effective decision-making. The emphasis on self-service analytics supports real-time data queries and enhanced data modeling. While popular for its quick insights, users note a steep learning curve and complex UI, seeking more customization options, better connectivity, and visualization features. Price and usability challenges, along with desires for improved dashboard stability and integration, are noted for large enterprise deployments.

What are ThoughtSpot's key features?

User-Friendly Interface: Enables non-technical users to explore data with ease through search-based analytics.
AI-Driven Insights: Utilizes powerful AI for fast, accurate data modeling and insight generation.
Natural Language Processing: Allows users to perform powerful analyses using everyday language.
Scalability: Supports large-scale data operations for growing enterprises.
Data Connectivity: Offers swift integration with data sources for seamless analytics operations.
Customizable Dashboards: Provides options for personalized and interactive data visualizations.
Self-Service Analytics: Empowers teams to create and analyze reports independently.

What benefits and ROI should users look for?

Reduced IT Dependency: Facilitates self-service for quicker analytics without IT intervention.
Informed Decision Making: Interactive visualizations and insights support strategic planning.
Time Efficiency: Quick data connectivity and AI-driven insights save valuable time.
Customization Flexibility: Offers users control over dashboard layouts and visualizations.
Improved Data Exploration: Easy access to data analysis boosts operational insights.

Industries leverage ThoughtSpot for self-service analytics, driving marketing, sales, and business intelligence operations. Companies benefit from its real-time data connectivity with modern data cloud platforms, enhancing internal operations through scalable data analysis. Non-technical users are empowered to perform ad-hoc analysis, data exploration, and visualize KPIs, optimizing strategic workflows across sectors.

Sample Customers

Sejong Hospital

Primary Capital Mortgage, Sterling Backcheck, RichRelevance, Rambus, Batteries Plus Bulbs

Oracle Analytics Cloud vs. ThoughtSpot