GoodData.AI vs. ThoughtSpot

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
GoodData.AI
Score 8.8 out of 10
N/A
GoodData is an analytics platform used by organizations to deliver real-time, governed insights, embedded into products, customized for users, and integrated into any data environment.N/A
ThoughtSpot
Score 8.5 out of 10
N/A
ThoughtSpot is an Agentic Analytics Platform for enterprises where users ask data questions using natural language and get answers with AI. Code-first for data teams and code-free for business users, ThoughtSpot can handle large, complex cloud data at scale.
$50
per month (billed annually) per user (25-1000 users)
Pricing
GoodData.AIThoughtSpot
Editions & Modules
No answers on this topic
Thoughtspot Analytics - Pro
$50
per month (billed annually) per user (25-1000 users)
Thoughtspot Analytics - Enterprise
Custom
Offerings
Pricing Offerings
GoodData.AIThoughtSpot
Free Trial
YesYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeOptionalOptional
Additional Details
More Pricing Information
Community Pulse
GoodData.AIThoughtSpot
Considered Both Products
GoodData.AI
Chose GoodData.AI
We did our investigation years ago and I wasn't the one leading it but what I do remember was that GoodData had the best balance of price compared to infrastructure demand while not compromising on the power of available features around insight and dashboarding
Chose GoodData.AI
GoodData has good cost to value ratio but we are currently transitioning to another tool that provides more options to visualize the data.
Chose GoodData.AI
Looker, Microsoft Power BI and Copperleaf Enterprise Decision Analytics
Chose GoodData.AI
GoodData is easier to understand and designed to detail critical data within a dashboard system. Visualization is essential, and the filters are quite varied. Metrics are also easy to use, so users only need to think a little more carefully about setting up the SQL required for …
Chose GoodData.AI
We evaluated several business intelligence and analytics platforms, including Tableau, Power BI, before selecting GoodData.
Chose GoodData.AI
Embedding flexibility was the main reason we chose GoodData. Interactivity, customization options, and programmatic ability were all very important to us and GoodData's embedding via React SDK offers exactly that. Implementation time was 50% shorter with GoodData than with …
Chose GoodData.AI
GoodData seems less user friendly and doesn't provide that many visualization options so we are slowly moving to other solution in part of the company. There are still teams that plan to continue with GoodData and use React code in orther to supply missing functions.
Chose GoodData.AI
I was not a part of the process to choose GoodData. From other teammates: the ability to really control the look of pixel perfect dashboards was important.
Chose GoodData.AI
GoodData is much more customisable in our case so we choose this. Also when it comes to pricing part GoodData is the best economically as well and in terms of features and functionalities. As compared to others similar products I believe that GoodData is much more reliable with …
Chose GoodData.AI
GoodData is much more focused on our use case of embedding into an existing web product, and their licensing was far more suitable for this.
Chose GoodData.AI
GoodData has been proven best for us as it has given the most accurate analytical insights on our data. I've used other tools too but no one has been this good in terms of reporting, handling data, decision making.
Using GoodData for almost every organisational decision and …
Chose GoodData.AI
GoodData comparing to other platform is very easy to use, customer support and on-boarding support. Set of features, speed of integration in our platform. Also great benefit for us was very competetive pricing.
Chose GoodData.AI
All of the tools have their plusses and minuses. The one thing that stands out with Qlik is that it allows for two-way API integrations with Salesforce. This means that analytics reporting results can interact with the Salesforce application.
Chose GoodData.AI
The primary reasons GoodData was selected was data modeling capability, ability to standardize complex metrics, quality of viaualization and multi-tenancy
Chose GoodData.AI
GoodData has been cost effective and flexible.
Chose GoodData.AI
GoodData cloud has been on an upward trend in terms of speed of improvements and new features. It is easier to maintain and mange than most other products in terms of the behind the scenes updates etc however the hosted nature of the dashboards does reduce the flexibility to …
Chose GoodData.AI
GoodData provides the largest amount of OOB features that meet our end-user needs. It means a lot that we don't need to perform development on our own. At some point, it may make sense to take items in house, but its hte best current fit.
Chose GoodData.AI
N\A, I wasn't the one comparing the possibilities between the different products.
Chose GoodData.AI
Microsoft Power BI, Tableau Cloud and Looker
Chose GoodData.AI
I have used all softwares in my past 10 years of experience. GoodData stands out with its seamless data integration, advanced predictive analytics, and collaborative features. Unlike Tableau and Power BI, GoodData offers scalable solutions with a user-friendly interface for …
Chose GoodData.AI
Choosing between GoodData and other platforms was clear for me as the superiority of GoodData over others due to our needs. GoodData stands out for its awesome dashboards, robust predictive analytics, reports, and analysis. Data integration helps us for business intelligence …
Chose GoodData.AI
Tableau is fantastic for visuals, and Zoho Analytics is user-friendly, but GoodData takes the cake with its seamless integration and powerful analytics. It stacks up well because it's not just about pretty graphs but it's about making data work for you. It's the perfect fit for …
Chose GoodData.AI
GoodData is best among every other platform I used because it's a cloud based platform and way to easy to use. Its robust predictive analytics and unified data view set it way apart. While Power BI and Tableau excel in visualization, GoodData's focus on comprehensive business …
ThoughtSpot
Chose ThoughtSpot
Great ease of use for business users and self-service capabilites
Chose ThoughtSpot
It stacks up well against these modern BI tools. These are the most popular tools and its ability to perform well with live connections gives it an advantage. However, having more control over formatting/customization would allow it to go further. Plus, developing a stronger …
Chose ThoughtSpot
I think PBI was terribly slow and clunky. UI was outdated. Solution was expensive for what we needed. ThoughtSpot was worlds different (in a better way).
Chose ThoughtSpot
They’re for different use cases. When I want a dynamic way to quickly obtain the data I need, I’d go with ThoughtSpot.
Chose ThoughtSpot
It is more flexible and PowerBI, easier work online, and share information with many users. Also the dashboards and beautiful, and the user experience is better. Performance used to be faster.

We use Looker for different use cases but, when it comes to reporting and sharing …
Chose ThoughtSpot
ThoughtSpot's user friendly interface, faster and accurate results, low-code support for building insights and vast availability of native charts, AI powered dashboards helps in faster decision making and helps in driving better business results. The mobile APP that ThoughtSpot …
Chose ThoughtSpot
It is more cost effective when compared to Tableau and more easy to use. ThoughtSpot integrates well with modern cloud data platforms like Snowflake, Google, and Bigquery, making it easy to analyze large datasets in real time. Sync insights into cloud tools. Users can sync …
Chose ThoughtSpot
ThoughtSpot provided a twist on the typical Analytics / report builder interface. The natural language query building is just so much easier to use.
Chose ThoughtSpot
ThoughtSpot is easy to build charts and it is probably the easiest tool to build things quickly. The quality of the charts is middle if not lower pack compared to others. The dbt integration is wildly oversold and does not add any value.
Chose ThoughtSpot
ThoughtSpot can handle large datasets A LOT better.
Chose ThoughtSpot
ThoughtSpot was much easier from an end-user perspective. Looker and Tableau allowed for more customization and detailed dashboards.
Chose ThoughtSpot
Thoughtspot is a fairly new tool when compared to Tableau. I'll just list the benefits of each one of threse below -
Tableau -
1. Much more customizable the Thoughtspot
Chose ThoughtSpot
Have not used as much, tried ThoughtSpot out for the first time for evaluation and testing purposes to see if this type of software would be helpful.
Chose ThoughtSpot
we were looking for something which provides self service capabilities and something which very eay to use from users perspective.
Chose ThoughtSpot
I liked thought spot because of the ad-hoc capabilities and their search functionality.
Chose ThoughtSpot
ThoughtSpot is more powerful of a tool than something like QlikView or QlikSense with the correct training.
Chose ThoughtSpot
ThoughtSpot is my top choice from the above two as the UI is the most modern and user-friendly as well.
Chose ThoughtSpot
ThoughtSpot is the leader in embedded analytics and is much easier to work with massive volumes of data. None of the other tools listed had both of those functionalities, which were most important to us. There are other features that they have such as easier drill down, …
Chose ThoughtSpot
much more extensible and much easier to embed
Chose ThoughtSpot
Compare to Kibana, which was we used previously, ThoughtSpot is definitely better in terms of UI, visualizations, usability, and the SpotIQ/ML components. The only disadvantage for ThoughtSpot is the lack of drill-down function/click-on filters.
Chose ThoughtSpot
The main reason for selecting Thoughtspot was to share reporting with other external vendors and ease of doing business.
Chose ThoughtSpot
We have been using tableau as the enterprise reporting tool and felt sending data to external people had few restrictions hence we tried with ThoughtSpot.
Chose ThoughtSpot
ThoughtSpot can similarly generate tables, visuals, and dashboards in Tableau, but in a faster and easier way.
Chose ThoughtSpot
We liked the support we were getting in the sales process (this has continued to be fantastic), I personally knew several people in the company. In the pilot we ran, our devs enjoyed working with ThoughtSpot.
Features
GoodData.AIThoughtSpot
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
GoodData.AI
8.1
Ratings
12% above category average
ThoughtSpot
7.3
Ratings
11% below category average
Pixel Perfect reports7.90 Ratings6.00 Ratings
Customizable dashboards8.90 Ratings8.20 Ratings
Report Formatting Templates7.30 Ratings7.70 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
GoodData.AI
8.0
Ratings
2% above category average
ThoughtSpot
7.5
Ratings
7% below category average
Drill-down analysis7.70 Ratings8.40 Ratings
Formatting capabilities7.60 Ratings7.10 Ratings
Report sharing and collaboration7.90 Ratings8.70 Ratings
Integration with R or other statistical packages00 Ratings5.80 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
GoodData.AI
7.9
Ratings
2% above category average
ThoughtSpot
7.3
Ratings
9% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)8.00 Ratings7.50 Ratings
Location Analytics / Geographic Visualization7.60 Ratings7.20 Ratings
Predictive Analytics6.60 Ratings7.50 Ratings
Pattern Recognition and Data Mining9.40 Ratings6.90 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
GoodData.AI
8.0
Ratings
5% above category average
ThoughtSpot
8.1
Ratings
5% below category average
Multi-User Support (named login)8.90 Ratings8.20 Ratings
Role-Based Security Model8.60 Ratings8.00 Ratings
Multiple Access Permission Levels (Create, Read, Delete)8.00 Ratings7.70 Ratings
Single Sign-On (SSO)6.60 Ratings8.70 Ratings
Report-Level Access Control00 Ratings7.90 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
GoodData.AI
8.3
Ratings
14% above category average
ThoughtSpot
7.2
Ratings
7% below category average
REST API8.40 Ratings7.10 Ratings
Javascript API8.30 Ratings6.70 Ratings
iFrames8.30 Ratings8.10 Ratings
Java API00 Ratings7.00 Ratings
Themeable User Interface (UI)00 Ratings7.20 Ratings
Customizable Platform (Open Source)00 Ratings7.10 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
GoodData.AI
-
Ratings
ThoughtSpot
8.2
Ratings
0% above category average
Publish to Web00 Ratings8.20 Ratings
Publish to PDF00 Ratings8.50 Ratings
Report Versioning00 Ratings7.90 Ratings
Report Delivery Scheduling00 Ratings8.30 Ratings
Delivery to Remote Servers00 Ratings8.00 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
GoodData.AI
-
Ratings
ThoughtSpot
7.3
Ratings
6% below category average
Responsive Design for Web Access00 Ratings7.10 Ratings
Mobile Application00 Ratings6.80 Ratings
Dashboard / Report / Visualization Interactivity on Mobile00 Ratings6.80 Ratings
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User Ratings
GoodData.AIThoughtSpot
Likelihood to Recommend
9.2
(0 ratings)
8.5
(0 ratings)
Likelihood to Renew
9.0
(0 ratings)
10.0
(0 ratings)
Usability
9.2
(0 ratings)
8.2
(0 ratings)
Availability
10.0
(0 ratings)
9.0
(0 ratings)
Performance
10.0
(0 ratings)
8.0
(0 ratings)
Support Rating
10.0
(0 ratings)
8.0
(0 ratings)
In-Person Training
9.0
(0 ratings)
5.0
(0 ratings)
Online Training
8.0
(0 ratings)
4.0
(0 ratings)
Implementation Rating
6.0
(0 ratings)
7.0
(0 ratings)
Configurability
8.0
(0 ratings)
8.0
(0 ratings)
Ease of integration
7.2
(0 ratings)
9.0
(0 ratings)
Product Scalability
10.0
(0 ratings)
8.0
(0 ratings)
Vendor post-sale
10.0
(0 ratings)
8.0
(0 ratings)
Vendor pre-sale
8.0
(0 ratings)
9.0
(0 ratings)
User Testimonials
GoodData.AIThoughtSpot
Likelihood to Recommend
If you have consistently formatted data, that you want regular reports on, plus flexibility to let end users build their own reports, GoodData is perfect. Especially if your end users are less technical. If you want to be able to embed your reporting into your app, GoodData excels, though the start up process can be involved. If your data structure varies, it could be more challenging to integrate. It may also not be worth the integration if you have people who can already run their own SQL queries.
Read full review
By using the power of cloud platforms like bigquery or snowflake, ThoughtSpot can deliver performance at scale ensuring that even the largest organization can quickly analyze and visualize data. The ability to seamlessly share live dashboards fosters collaborations, ensuring everyone in the organization is working from the same data source and aligned in decision making.
Read full review
Pros
  • GoodData helps in simplifying complex data into easy-to-understand visuals. We can create personalized dashboards & tailor them as per requirements. This data can be used from an executive level employee to a team lead employee in the business
  • GoodData is a very user friendly platform. The collaborative features simplify sharing and discussing reports among team members which promotes a culture of data-driven decision-making.
  • GoodData connects with various data sources and consolidate information from multiple platforms. This flexibility proves invaluable for businesses dealing with data spread across different systems as they can access large amount of data on a single platform.
Read full review
  • Beautiful visualizations. The visuals are distinct, clean, and easy to discern from one another.
  • Intelligent querying functionality. When looking to manipulate the data, the search function makes it easy to manipulate the features in the data, along with aggregating them in the way you'd like.
  • Embedding! It has been a smooth process thus far for our product & technical teams to work with ThoughtSpot and bring it into our product.
Read full review
Cons
  • would be nice to be able to add the same filter to a multi-tab dashboard once instead of having to do it for each tab; tedious and time consuming
  • Variable use is kind of clunky and would like to be able to hide/show easier
  • The newer insight based dashboard method does not have the flexibility classic does
Read full review
  • It would be great if ThoughtSpot can add the feature to filter by clicking on visualizations. i.e if I click on a particular data point in the chart if the full dashboard can filter just for that particular data point.
  • Color coding the heatmap with different colors like green to orange to red.
Read full review
Likelihood to Renew
Because gooddata really helps us in processing data to make reports or dashboards. So we are very satisfied when we use it. What we like is the flexible use of charts. We change at will the use of charts to display in reports or dashboards. Thank you Gooddata for helping companies like us who need flexibility in usage
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We have had success with the initial use cases and there are more use cases that can receive return on investment. I don't give it a 10 because other products like Tableau are building functionality that may start to compete in the coming years.
Read full review
Usability
From my experience, overall usability of GoodData platform is great very easy to use, but there is still few features as GoodData platform and interface continuosly evolves, which are not yet available within user interface, but only available via API. For regular users all main and key features and tools are perfect, well defined and very easy to use.
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The tool is easy to use if you know what you are doing and looking for. I know as they work towards improvements and simple language it will become even easier, but as of now they are doing a great job but there is room for improvement.
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Reliability and Availability
We are approximately one month since go-live. There has been one short outage.
Read full review
it's available unless there is a server or system update etc. sometimes the timing of this is bad (for example during a month end close)
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Performance
I'm generally impressed with how fast it reflects so much data.
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It does what it is supposed to. Would be nice to have a bit more insights
Read full review
Support Rating
The fast and comprehensive responses we got from GoodData regarding the doubts we had experienced while starting to use the products and metrics were of great help in ensuring the metrics we were obtaining were accurate to what we wanted to know about our customers' experience and our product areas of opportunity.
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I give it this meeting because the team is not only help able to help us in the current solutions but also amazing and taking feedback and feeding it back to their development team which includes more products and features into ThoughtSpot
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In-Person Training
Petr was a rock star - patient, knowledgeable, clear and easy to work with.
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inhouse in-person training. Took a bit to long to get the basics.
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Online Training
GoodData implementation team was professional and courteous
Read full review
poor instructions
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Implementation Rating
Implementations are hard and we had limited technical resources. We relied too heavily on GD care team. When we found technical gaps, they weren't simple to overcome
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Understand use case and model and design accordingly
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Alternatives Considered
We did our investigation years ago and I wasn't the one leading it but what I do remember was that GoodData had the best balance of price compared to infrastructure demand while not compromising on the power of available features around insight and dashboarding
Read full review
It is more flexible and PowerBI, easier work online, and share information with many users. Also the dashboards and beautiful, and the user experience is better. Performance used to be faster. We use Looker for different use cases but, when it comes to reporting and sharing information, ThoughSpot is much better.
Read full review
Scalability
We now have hundreds of customers on multiple product lines. It's very flexible and we can troubleshoot ourselves.
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Because it is very reliable, inside the situation, we need strong internet connection to access a lot of data but easily never had any downtime except during the upgrades
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Return on Investment
  • I personally pushed our management to get GoodData implemented, and there on we have been making much more profits than we ever did!
  • Last month we made a decision using the platform and withing a short span of time our ROI gets 7X.
  • We also made a marketing spend of $100,000 every quater using the insights and metrics, and we are really happy with the returs.
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  • Time to market ROI is massive vs hiring the full-time dedicated team to build and maintain a frontend multi-tenant SaaS data viz product.
  • It will be interesting to see over time how the advanced features play out in terms of usability and end value, such as Natural Search, which we are very excited about, and the machine learning tools.
Read full review
ScreenShots

GoodData.AI Screenshots

Screenshot of Screenshot of Screenshot of Screenshot of Screenshot of Screenshot of

ThoughtSpot Screenshots

Screenshot of the ThoughtSpot home screenScreenshot of SpotIQ, which offers AI-driven insightsScreenshot of the Spotter AI agent that surfaces insights through natural language queriesScreenshot of AI Assist producing SQL in real timeScreenshot of SpotIQ, which offers AI-driven insightsScreenshot of the integration with dbt models and metrics