Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Looker
Score 8.4 out of 10
N/A
Looker is a BI application with an analytics-oriented application server that sits on top of relational data stores. It includes an end-user interface for exploring data, a reusable development paradigm for data discovery, and an API for supporting data in other systems.N/A
Sigma
Score 8.2 out of 10
N/A
Sigma Computing headquartered in San Francisco provides a suite of data services such as code free data modeling, data search and explorating, and related BI and data visualization services.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.
$1,500
per year (5 users)
Pricing
LookerSigma ComputingThoughtSpot
Editions & Modules
No answers on this topic
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
LookerSigmaThoughtSpot
Free Trial
YesYesYes
Free/Freemium Version
NoNoYes
Premium Consulting/Integration Services
YesNoYes
Entry-level Setup FeeRequiredOptionalOptional
Additional DetailsMust contact sales team for pricing.Contact us for pricing.
More Pricing Information
Community Pulse
LookerSigma ComputingThoughtSpot
Considered Multiple Products
Looker
Chose Looker
There are some specific use cases where other tools are not useful in our organization. Some software solutions are shared with other organizations inside the company and Looker is the only tool where we can collaborate good enough.
Chose Looker
I choose Looker when I need quick charts. It is easier to start and configure, browser-based, and easy to connect with Google Sheets. This gives it a good competitive advantage when comparing pricing—other similar tools have expensive licenses. In a corporate Google …
Sigma
Chose Sigma Computing
We considered Looker when purchasing a BI tool, Looker seemed like it was less user friendly and support wouldn't be as responsive as Sigma.
Chose Sigma Computing
I was not involved in the decision-making process, and we stopped using chartio because it was discontinued. Chartio was great for looking under the hood at individual queries. Sigma is superior in the visualization aspects - it looks more professional and clean-cut. I've …
Chose Sigma Computing
With Looker, to be effective, a substantial amount of coding & modeling needs to happen in LookML. Being another language to learn, users have to context switch again from at a minimum either SQL or Python into LookML. The concept of being able to source control, code review, …
Chose Sigma Computing
I'd rate Sigma to be extremely similar to Sisense except it looks not as nice. I would say that as a tool, Sigma is more user-friendly than Tableau, Power BI, Trevor, and Metabase.

I do feel that Looker is far more powerful and looks great, but I also recognize that Looker does …
Chose Sigma Computing
I am not an expert in any of these, though from my brief exposure to Looker it felt like a steeper learning curve, more appropriate to companies with dedicated and skilled BI engineers, whereas Sigma (and Tableau, and Looker Studio) offer a quicker and more intuitive interface …
Chose Sigma Computing
maintianed is very user friendly. Its various ways of embedding helped us in various aspects. The usage of control ids of the filters as parameters helped us in optimizing very longSQL queries. The live Support team every weekday is a very great intiative that helped in quick …
Chose Sigma Computing
Sigma has the capabilities of the other BI tools. I think it's pretty user friendly and easy to learn. Many of our stakeholders are used to using Excel so it's nice that it is a smooth onboarding process for them. We haven't looked into much of the visualization capabilities so …
Chose Sigma Computing
2 biggest reasons for Sigma were easy of use for power users, and cost of having a large amount of viewers of the data.
Chose Sigma Computing
Sigma is by far the best. It is easiest to learn and easiest to use on a day to day basis. I never have to wait for dashboards to load and it's very easy to understand the variables that are going into my visualizations. Best of all I can manipulate the data within Sigma …
Chose Sigma Computing
flexibility, works really well with Snowflake, export capability, level of support, the fact that Sigma Computing is a start up and improving so quickly. Web based software
Chose Sigma Computing
Sigma offered a novel approach to data analysis with its Excel-like functionality.
Chose Sigma Computing
Data Studio was used in the past but Sigma Computing is far more powerful, customizable, and sharable across teams.
Chose Sigma Computing
Google Data Studio is free, intuitive and easy to use but the analytics are limited. In-table calculations can't be done easily and it lacks a native connector for Snowflake. Moreover, table columns cannot be arranged in any order--they must be dimension first, and metrics …
Chose Sigma Computing
Easy entry tool that can grow with you as the data expertise and literacy grows within the org. Start up effort and cost is too high in the tools that are built for large corporate solutions.
Chose Sigma Computing
It doesn't have its own language (like lookML) this is positive. Web dashboards, you don't need to send attached spreadsheets by e-mail
Chose Sigma Computing
Sigma was chosen for three reasons. 1. Excel-like workflow. Many of our researchers have a background in excel, and the excel-like workflow Sigma offers enabled them to get up and running quickly. 2. Embeds. We can easily embed dashboards into our SAS platform 3. Price. Sigma …
Chose Sigma Computing
Sigma has a good balance of affordability, self-service ability for technical teams, and ease of use. We chose it over the others basically based on ROI.
Chose Sigma Computing
Sigma Computing was the best bang for the buck and employed modern cloud-based computing while providing an easy-to-use Excel-like UI.
Chose Sigma Computing
Sigma Computing was our top choice due to the ease of use of the platform for end users doing self-exploration of data. The structure of the platform for how datasets are created and access provisioned was much better than other products we considered. Sigma Computing may not …
ThoughtSpot
Chose ThoughtSpot
ThoughtSpot was much easier from an end-user perspective. Looker and Tableau allowed for more customization and detailed dashboards.
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
Great ease of use for business users and self-service capabilites
Chose ThoughtSpot
Compared to most reporting and analytics tools of a similar nature, ThoughtSpot seems to work particularly well with financial and sales related data. In terms of ease of use, ThoughtSpot ranks above average. On the other hand, there are dozens of basic features (esp. …
Features
LookerSigma ComputingThoughtSpot
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
Looker
7.6
133 Ratings
7% below category average
Sigma Computing
7.7
163 Ratings
6% below category average
ThoughtSpot
7.3
89 Ratings
12% below category average
Pixel Perfect reports6.7109 Ratings6.1104 Ratings6.021 Ratings
Customizable dashboards8.4132 Ratings9.3161 Ratings8.289 Ratings
Report Formatting Templates7.6114 Ratings7.8133 Ratings7.725 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
Looker
7.1
131 Ratings
12% below category average
Sigma Computing
7.6
166 Ratings
6% below category average
ThoughtSpot
7.5
91 Ratings
7% below category average
Drill-down analysis6.7127 Ratings8.2155 Ratings8.590 Ratings
Formatting capabilities6.8129 Ratings7.1163 Ratings7.290 Ratings
Integration with R or other statistical packages6.155 Ratings7.35 Ratings5.849 Ratings
Report sharing and collaboration8.8130 Ratings7.9162 Ratings8.788 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
Looker
8.1
127 Ratings
2% below category average
Sigma Computing
7.7
156 Ratings
7% below category average
ThoughtSpot
8.3
84 Ratings
1% above category average
Publish to Web7.8105 Ratings7.8103 Ratings8.355 Ratings
Publish to PDF8.1112 Ratings7.8130 Ratings8.678 Ratings
Report Versioning7.983 Ratings7.3120 Ratings7.918 Ratings
Report Delivery Scheduling8.5109 Ratings7.9132 Ratings8.464 Ratings
Delivery to Remote Servers00 Ratings7.868 Ratings8.135 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
Looker
6.6
127 Ratings
19% below category average
Sigma Computing
6.8
149 Ratings
16% below category average
ThoughtSpot
7.4
86 Ratings
8% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)7.7123 Ratings8.6147 Ratings7.685 Ratings
Location Analytics / Geographic Visualization7.5109 Ratings5.626 Ratings7.579 Ratings
Predictive Analytics4.66 Ratings6.218 Ratings7.665 Ratings
Pattern Recognition and Data Mining00 Ratings00 Ratings7.013 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
Looker
7.5
127 Ratings
12% below category average
Sigma Computing
-
Ratings
ThoughtSpot
8.1
86 Ratings
5% below category average
Multi-User Support (named login)7.8119 Ratings00 Ratings8.382 Ratings
Role-Based Security Model7.3104 Ratings00 Ratings8.074 Ratings
Multiple Access Permission Levels (Create, Read, Delete)7.3121 Ratings00 Ratings7.878 Ratings
Report-Level Access Control7.459 Ratings00 Ratings7.916 Ratings
Single Sign-On (SSO)00 Ratings00 Ratings8.672 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
Looker
5.4
94 Ratings
36% below category average
Sigma Computing
-
Ratings
ThoughtSpot
7.5
53 Ratings
3% below category average
Responsive Design for Web Access5.590 Ratings00 Ratings7.251 Ratings
Mobile Application5.01 Ratings00 Ratings7.034 Ratings
Dashboard / Report / Visualization Interactivity on Mobile6.084 Ratings00 Ratings6.946 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
Looker
-
Ratings
Sigma Computing
-
Ratings
ThoughtSpot
7.2
51 Ratings
7% below category average
REST API00 Ratings00 Ratings7.042 Ratings
Javascript API00 Ratings00 Ratings6.535 Ratings
iFrames00 Ratings00 Ratings8.134 Ratings
Java API00 Ratings00 Ratings7.013 Ratings
Themeable User Interface (UI)00 Ratings00 Ratings7.335 Ratings
Customizable Platform (Open Source)00 Ratings00 Ratings7.115 Ratings
Best Alternatives
LookerSigma ComputingThoughtSpot
Small Businesses
Yellowfin
Yellowfin
Score 8.7 out of 10
Yellowfin
Yellowfin
Score 8.7 out of 10
Yellowfin
Yellowfin
Score 8.7 out of 10
Medium-sized Companies
Reveal
Reveal
Score 10.0 out of 10
Reveal
Reveal
Score 10.0 out of 10
Reveal
Reveal
Score 10.0 out of 10
Enterprises
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
Kyvos Semantic Layer
Kyvos Semantic Layer
Score 9.5 out of 10
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User Ratings
LookerSigma ComputingThoughtSpot
Likelihood to Recommend
8.3
(132 ratings)
8.3
(170 ratings)
8.6
(91 ratings)
Likelihood to Renew
9.3
(8 ratings)
10.0
(6 ratings)
10.0
(6 ratings)
Usability
8.8
(12 ratings)
7.6
(48 ratings)
8.3
(85 ratings)
Availability
10.0
(1 ratings)
8.2
(2 ratings)
9.0
(3 ratings)
Performance
6.0
(1 ratings)
9.1
(2 ratings)
8.0
(3 ratings)
Support Rating
8.8
(14 ratings)
10.0
(47 ratings)
8.0
(4 ratings)
In-Person Training
-
(0 ratings)
-
(0 ratings)
5.0
(1 ratings)
Online Training
-
(0 ratings)
-
(0 ratings)
4.0
(1 ratings)
Implementation Rating
10.0
(1 ratings)
9.1
(2 ratings)
7.0
(2 ratings)
Configurability
10.0
(1 ratings)
7.3
(1 ratings)
8.0
(1 ratings)
Contract Terms and Pricing Model
10.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Ease of integration
10.0
(1 ratings)
9.1
(1 ratings)
9.0
(1 ratings)
Product Scalability
10.0
(1 ratings)
8.2
(2 ratings)
8.0
(3 ratings)
Professional Services
10.0
(1 ratings)
-
(0 ratings)
-
(0 ratings)
Vendor post-sale
10.0
(1 ratings)
7.3
(1 ratings)
8.0
(1 ratings)
Vendor pre-sale
10.0
(1 ratings)
-
(0 ratings)
9.0
(1 ratings)
User Testimonials
LookerSigma ComputingThoughtSpot
Likelihood to Recommend
Google
When data drives potential for new orders, Looker earns its place in our tech stack. If, on the other hand, we are hoping for pipeline generation, Looker is useful if you are willing to repeatedly go check customer utilizations .... it is not appropriate if you are hoping to automate data analysis for this purpose.
Read full review
Sigma Computing
We were able to set up client-facing embedded reports with ease and security. The interface is not difficult to learn, although we may not be aware of or lack the necessary expertise to utilize more advanced features that would likely benefit us.
Read full review
ThoughtSpot
It is well suited when the same data is consumed by many different people with different analytics and visualization requirements because, if you have the data available in ThoughtSpot, every user can prepare different views. Also, it is a good reporting tool, you can get rid of slides if you have a good dashboard prepared, gaining flexibility and agility.
Read full review
Pros
Google
  • Show visited pages - sessions, pageviews - which programs are viewed the most.
  • Displays session source/medium views to see where users are coming from.
  • It shows the video titles, URLs, and event counts so we can monitor the performance of our videos.
  • It gives a graphic face to the numbers, such as using bar charts, pie graphs, and other charts to show user trends or which channels are driving engagement.
  • Our clients like to see the top pages visited for a month.
  • I like the drop-and-drag approach, and building charts is a little easier than it was before.
Read full review
Sigma Computing
  • Allows end users to easily dive into the data without having direct access to the table in our database management software.
  • Can easily turnaround dashboards that are detailed and visually pleasing.
  • Sigma is intuitive and as new features are rolled out it is easy to adopt and incorporate them into new and existing dashboards.
Read full review
ThoughtSpot
  • 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
Google
  • Documentation is scarce, and very difficult to find when you need it.
  • Pricing is unclear, particularly as you look to scale your reports across the business.
  • Data from other sources is not represented in the system as well as first party Google services.
Read full review
Sigma Computing
  • Sigma Computing does not allow custom ordering of pivot fields in pivot tables easily
  • Sigma Computing lacks functionality for creating tables or sections that dynamically adjust to the browser window's height while maintaining a fixed height textbox at the bottom
  • Sigma Computing does not provide straightforward options for formatting totals in tables, such as renaming 'Total' to 'Average', 'Team Total', etc
  • Sigma Computing does not support searching by individual tab names within a workbook
Read full review
ThoughtSpot
  • 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
Google
I give it this rating because it deems as effective, I am able to complete majority of my tasks using this app. It is very helpful when analyzing the data provided and shown in the app and it's just overall a great app for Operational use, despite the small hiccups it has (live data).
Read full review
Sigma Computing
Sigma has helped us a lot and has become an integral part of our daily workflow. It would be difficult to switch to another platform and have to rebuild the numerous metrics and performance reports that we have already established
Read full review
ThoughtSpot
I give it just waiting because passport is brilliant and it has helped our organisation In advancing to the next stage in the age of AI. It has allowed or non-tech people to better service and clients in a cost-effective way. George port has allowed us to create new products for us and for our clients increasing our revenue streams and reducing clients churn
Read full review
Usability
Google
Looker is relatively easy to use, even as it is set up. The customers for the front-end only have issues with the initial setup for looker ml creations. Other "looks" are relatively easy to set up, depending on the ETL and the data which is coming into Looker on a regular basis.
Read full review
Sigma Computing
It has a clean and modern interface. However, it is not completely intuitive. I think it would be better and easier to navigate with more Windows style drop down menus and/or tabls. There is a significant learning curve, but that may be due in part to the technical nature of this type of software tool.
Read full review
ThoughtSpot
The rating is because of the ease of use of the interface as it has a no code interface that makes it easy to setup data pipelines without extensive programming. Cloud native integration: It integrates seamlessly with cloud based data warehouses. Automated data loading, Scalability, Cost Effective, Transformations, Data Governance and security.
Read full review
Reliability and Availability
Google
No objections
Read full review
Sigma Computing
Yes, as long as you don’t conduct user error sigma is always up and running and waiting for you to complete your dashboards
Read full review
ThoughtSpot
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
Performance
Google
Somehow resources heavy, both on server and client. I recommned at least 50Mbs data rate and high performance desktop comouter to be abke to run comolex tasks and configure larger amount of data. On the other hand, the client does not need to worry when viewing, the performance is usually ok
Read full review
Sigma Computing
It depends, it loads quickly for smaller dashboards but when loading larger amounts of data it takes more time to do so
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ThoughtSpot
It does what it is supposed to. Would be nice to have a bit more insights
Read full review
Support Rating
Google
Never had to work with support for issues. Any questions we had, they would respond promptly and clearly. The one-time setup was easy, by reading documentation. If the feature is not supported, they will add a feature request. In this case, LDAP support was requested over OKTA. They are looking into it.
Read full review
Sigma Computing
They are very friendly and informative. They are quick in resolving our queries and help us understand very minute things as well. They are quick in creating feature tickets based on our custom requirements, and they would also create a bug ticket if there is any discrepancy and get that checked on time.
Read full review
ThoughtSpot
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
In-Person Training
Google
No answers on this topic
Sigma Computing
No answers on this topic
ThoughtSpot
inhouse in-person training. Took a bit to long to get the basics.
Read full review
Online Training
Google
No answers on this topic
Sigma Computing
No answers on this topic
ThoughtSpot
poor instructions
Read full review
Implementation Rating
Google
Very satisfied, easy to implement
Read full review
Sigma Computing
Was not involved in implementation
Read full review
ThoughtSpot
Understand use case and model and design accordingly
Read full review
Alternatives Considered
Google
Looker Studio, you can easily report on data from various sources without programming. Looker Studio is available at no charge for creators and report viewers. Enterprise customers who upgrade to Looker Studio Pro will receive support and expanded administrative features, including team content management. So it's good.
Read full review
Sigma Computing
With Looker, to be effective, a substantial amount of coding & modeling needs to happen in LookML. Being another language to learn, users have to context switch again from at a minimum either SQL or Python into LookML. The concept of being able to source control, code review, and deploy your models is a plus though.
Tableau is the gold standard for data visualization, no question. Power users will be able to create dazzling content that Sigma won't necessarily be able to easily match. However, since development usually happens via an extract, helping other users troubleshoot is an arduous process. Trying to re-do or un-do all the transformations and calculations that cause a certain number is very difficult.
With Sigma, all the queries happen directly against Snowflake and you can see the query logs. The data modeling happens right in a tabular, spreadsheet-like manner, so within only a few minutes, substantial transformations can happen, with visualizations just a few more clicks away.
Read full review
ThoughtSpot
We also explored Tableau Ask Data. Tableau is our standard for BI in our organization. We want to use the smallest amount of tools in our company to have the best adaption. ThoughSpot will fill a few gaps that we have with our current set up and will also enhance out offering for our employees in the transition of being more data driven within in near future
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Contract Terms and Pricing Model
Google
Perfect price to performance
Read full review
Sigma Computing
No answers on this topic
ThoughtSpot
No answers on this topic
Scalability
Google
No answers on this topic
Sigma Computing
It is a cloud service offering that is able to expand based on your usage
Read full review
ThoughtSpot
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
Read full review
Return on Investment
Google
  • Looker has a poignant impact on our business's ROI objectives. As an advertising exchange we have specific goals for daily requests and fill, and having premade Looks to monitor this is an integral piece of our operational capability
  • To facilitate an efficient monthly billing cycle in our organization, Looker is essential to track estimated revenue and impression delivery by publisher. Without the Looks we have set up, we would spend considerably more time and effort segmenting revenue by vertical.
  • Looker's unique value proposition is making analytical tools more digestible to people without conventional analytical experience. Other competing tools like Tableau require considerably more training and context to successfully use, and the ability to easily plot different visualizations is one of its greatest selling points.
Read full review
Sigma Computing
  • Monitoring health of cloud platform has allowed the company to anticipate issues before they affect customers – Sigma prompted us building a canary monitoring process that provides customer container health.
  • Customer success has used an activity report to discover customers running runaway processes that they were unaware of, creating an alert to contact the customer and prevent an embarrassing situation.
  • Customer success uses the activity report to prompt conversations regarding increases or declines in behavior that led to increasing contract limits or addressing churn concerns.
Read full review
ThoughtSpot
  • 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

Looker Screenshots

Screenshot of a Looker dashboard with a geo chart.

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