ThoughtSpot vs. Yellowfin

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
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)
Yellowfin
Score 8.6 out of 10
Mid-Size Companies (51-1,000 employees)
Yellowfin is a cloud-based business intelligence and dashboarding platform.N/A
Pricing
ThoughtSpotYellowfin
Editions & Modules
Thoughtspot Analytics - Pro
$50
per month (billed annually) per user (25-1000 users)
Thoughtspot Analytics - Enterprise
Custom
No answers on this topic
Offerings
Pricing Offerings
ThoughtSpotYellowfin
Free Trial
YesYes
Free/Freemium Version
YesYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeOptionalOptional
Additional Details
More Pricing Information
Community Pulse
ThoughtSpotYellowfin
Considered Both Products
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 UI was outdated.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.
Yellowfin
Chose Yellowfin
Alteryx Platform, Microsoft BI (MSBI) and Tableau Desktop
Chose Yellowfin
Tableau Online, Google Analytics and Amazon QuickSight
Chose Yellowfin
Yellow Fin platform is browser agnostic and is accessible from desktops as well as mobile devices. It is very simple and fast, it is integrated with Big Data, clients do not require a great training. It just works. But it’s easier to have things on the cloud, especially if you …
Chose Yellowfin
Yellowfin is much improved over this product, making the process much more simple and faster.
Chose Yellowfin
Yellowfin is no doubt, a stronger, more eloquent and polished tool compared to Microsoft's Power BI. The issue with our company specifically is that we are a big Microsoft shop, and pay for Power BI more or less in our bundle esp w/ O365. While the Yellowfin tool is a more …
Chose Yellowfin
I feel like it is not as good as powerslides, basically does the same thing but not as well. The team basically found that it was using up more time and wasn't as easy to figure out as powerslide. We ended up switching programs after a while and still looking for a much better …
Chose Yellowfin
The Yellowfin product technologies are superior and offers more flexibility in application. The Yellowfin product can be used in several different areas such a report engine over and above being a solid business intelligence tool. It further needs significant IT overhead to be …
Chose Yellowfin
We ran a full procurement project to select Yellowfin and started with a long list of over 20 BI products. Key reasons for choice were ease of use, visual looks, product integrations and cost (both licence purchase and development of content).
Chose Yellowfin
Yellowfin BI has a strong focus on a clear structured and easy to use user interface. Furthermore, the licence model was adequate for a BI system with a lot of end users.
Chose Yellowfin
Our reporting group uses Tableau extensively and compared to Yellowfin, Tableau is much easier to use (partially because more time was invested in setting it up properly, but also the design and features).
Chose Yellowfin
My selection of Yellowfin based on following criteria for the Indian market:

  • Availability in Linux platform to process high volume of transaction with CAL (concurrent user access license) model to use multiple server with high concurrent users
Features
ThoughtSpotYellowfin
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
ThoughtSpot
7.3
Ratings
11% below category average
Yellowfin
7.6
Ratings
6% above category average
Pixel Perfect reports6.00 Ratings6.90 Ratings
Customizable dashboards8.20 Ratings8.40 Ratings
Report Formatting Templates7.70 Ratings7.50 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
ThoughtSpot
7.5
Ratings
7% below category average
Yellowfin
8.2
Ratings
5% above category average
Drill-down analysis8.40 Ratings8.60 Ratings
Formatting capabilities7.10 Ratings8.70 Ratings
Integration with R or other statistical packages5.80 Ratings00 Ratings
Report sharing and collaboration8.70 Ratings8.60 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
ThoughtSpot
8.2
Ratings
0% above category average
Yellowfin
-
Ratings
Publish to Web8.20 Ratings00 Ratings
Publish to PDF8.50 Ratings00 Ratings
Report Versioning7.90 Ratings00 Ratings
Report Delivery Scheduling8.40 Ratings00 Ratings
Delivery to Remote Servers8.10 Ratings00 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
ThoughtSpot
7.3
Ratings
9% below category average
Yellowfin
7.0
Ratings
10% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)7.50 Ratings7.10 Ratings
Location Analytics / Geographic Visualization7.30 Ratings6.70 Ratings
Predictive Analytics7.50 Ratings7.40 Ratings
Pattern Recognition and Data Mining6.90 Ratings00 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
ThoughtSpot
8.1
Ratings
5% below category average
Yellowfin
7.6
Ratings
0% below category average
Multi-User Support (named login)8.20 Ratings7.30 Ratings
Role-Based Security Model8.00 Ratings7.00 Ratings
Multiple Access Permission Levels (Create, Read, Delete)7.70 Ratings7.00 Ratings
Report-Level Access Control7.90 Ratings00 Ratings
Single Sign-On (SSO)8.70 Ratings8.90 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
ThoughtSpot
7.3
Ratings
6% below category average
Yellowfin
-
Ratings
Responsive Design for Web Access7.10 Ratings00 Ratings
Mobile Application6.80 Ratings00 Ratings
Dashboard / Report / Visualization Interactivity on Mobile6.80 Ratings00 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
ThoughtSpot
7.2
Ratings
7% below category average
Yellowfin
6.5
Ratings
11% below category average
REST API7.10 Ratings6.50 Ratings
Javascript API6.60 Ratings6.20 Ratings
iFrames8.10 Ratings7.40 Ratings
Java API7.00 Ratings6.90 Ratings
Themeable User Interface (UI)7.20 Ratings00 Ratings
Customizable Platform (Open Source)7.10 Ratings6.00 Ratings
Best Alternatives
ThoughtSpotYellowfin
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Yellowfin
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Score 8.6 out of 10
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Score 8.9 out of 10
Medium-sized Companies
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Score 10.0 out of 10
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Score 10.0 out of 10
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Score 9.5 out of 10
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User Ratings
ThoughtSpotYellowfin
Likelihood to Recommend
8.5
(0 ratings)
8.6
(0 ratings)
Likelihood to Renew
10.0
(0 ratings)
-
(0 ratings)
Usability
8.2
(0 ratings)
8.4
(0 ratings)
Availability
9.0
(0 ratings)
9.1
(0 ratings)
Performance
8.0
(0 ratings)
8.2
(0 ratings)
Support Rating
8.0
(0 ratings)
5.6
(0 ratings)
In-Person Training
5.0
(0 ratings)
9.1
(0 ratings)
Online Training
4.0
(0 ratings)
8.2
(0 ratings)
Implementation Rating
7.0
(0 ratings)
9.1
(0 ratings)
Configurability
8.0
(0 ratings)
8.2
(0 ratings)
Ease of integration
9.0
(0 ratings)
9.1
(0 ratings)
Product Scalability
8.0
(0 ratings)
8.2
(0 ratings)
Vendor post-sale
8.0
(0 ratings)
9.1
(0 ratings)
Vendor pre-sale
9.0
(0 ratings)
9.1
(0 ratings)
User Testimonials
ThoughtSpotYellowfin
Likelihood to Recommend
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
We can recommend this software without hesitation, as it has the ability to generate reports and data analysis, as well as process the data automatically, which saves time. It is ideal for small and medium-sized companies that wish to improve their services in the business world
Read full review
Pros
  • 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
  • The Yellowfin user interface fits seamlessly into our own web software as it too is designed in the latest web technologies making it easy to use and easily accessible to our client base.
  • The Yellowfin user interface is intuitive and easy to use, elevating VSV clients from needing in-depth training on the product before true value can be realised.
  • The Yellowfin architecture supports the Pintl architecture 100% due to a similar design strategy and as such no real overhead is added to the Pintl system for the addition of the Yellowfin product nor does it add any additional IT overhead to be used.
  • The Yellowfin product is quick and simple to develop reports and dashboards in cutting turn-around-time at the VSV development team and when new/custom reports are required by VSV clients.
Read full review
Cons
  • 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
  • The ability to predefine a colour for a specific graph as a selection option dynamically.
  • The ability to customise the label of a chart, especially with respect to performance related reporting graphs we need an increase in dynamic charting options to meet our more specialised requirements.
Read full review
Likelihood to Renew
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
No answers on this topic
Usability
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.
Read full review
Yellowfin has large promises that did not meet our expectations after we got it installed. We tried to configure it but things did not go as planned. After 1 year of trying - we still cannot get it working. Be very careful when signing up with them - everything is not what it seems.
Read full review
Reliability and Availability
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)
Read full review
99.9% availability
Read full review
Performance
It does what it is supposed to. Would be nice to have a bit more insights
Read full review
No answers on this topic
Support Rating
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
Read full review
Anytime I needed a report, I ran into issues with this software. We used Yellowfin for a period of months, having switched from Salesforce. I found the reports were difficult to produce, and the data management was okay at best.
Read full review
In-Person Training
inhouse in-person training. Took a bit to long to get the basics.
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Yellowfin provides 3 levels of training to support consumers, business analytics, developers and Administrations :
  1. Yellowfin BI Training - Level 1 (Exploration)
  2. Yellowfin BI Training - Level 2 (Advanced)
  3. Yellowfin BI Training - Level 3(Expert)
Read full review
Online Training
poor instructions
Read full review
Web-based training for large audiences for Level 1 and Level 2 I would suggest
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Implementation Rating
Understand use case and model and design accordingly
Read full review
Design the data model and views for each dashboard is very important and it is the success factor Configuration of cluster for large implementation
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Alternatives Considered
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
Yellowfin is no doubt, a stronger, more eloquent and polished tool compared to Microsoft's Power BI. The issue with our company specifically is that we are a big Microsoft shop, and pay for Power BI more or less in our bundle esp w/ O365. While the Yellowfin tool is a more sleek tool, the cost to our company is something that we have to weight against a negligible cost with Power BI.
Read full review
Scalability
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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- Tested 500 con-current users in Linux platform with 4 cores systems - Tested with cloud based VM - Tested with 1000 reads per minutes
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Return on Investment
  • 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
  • made our org more data centric
  • Decisions are made based on data vs opinion
  • has created a single source of truth for the bulk of the organization
Read full review
ScreenShots

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

Yellowfin Screenshots

Screenshot of Location IntelligenceScreenshot of Yellowfin DashboardScreenshot of Yellowfin SignalsScreenshot of Yellowfin MobileScreenshot of Yellowfin Sales KPIs