# Sigma vs ThoughtSpot Comparison
---
## AI Generated Summary
- **G2 reviewers report** that ThoughtSpot excels in making data accessible for all employees, with users highlighting its ability to democratize data and turn anyone into an analyst. One user mentioned, "It has made my life so easy, it gives me data of any kind, and it's very easy to use."
- **Users say** Sigma stands out for its impressive data presentation and personalization options. Reviewers appreciate the instant access to critical information, with one noting, "The way Sigma presents information is excellent; the worksheets are impressive and can be personalized as needed."
- **According to verified reviews** , ThoughtSpot's ease of use is frequently praised, with users finding it helpful for storytelling through data. One user stated, "I find ThoughtSpot to be a great tool once you get used to using it," indicating a learning curve but rewarding experience.
- **Reviewers mention** that Sigma's ability to analyze data directly within dashboards is a significant advantage, simplifying the extraction of large datasets. A user highlighted, "I love the ability to analyze data directly in the dashboards," showcasing its powerful data modeling capabilities.
- **G2 reviewers note** that while ThoughtSpot has a strong focus on natural language queries, some users feel it could improve in adaptive learning features. One user pointed out the need for better support in this area, contrasting with Sigma's more robust offerings.
- **Users report** that Sigma is continuously evolving, with new features being added regularly. One reviewer mentioned, "New features constantly being added," which reflects Sigma's commitment to enhancing user experience and integration, particularly with platforms like Snowflake.



---
## Frequently Asked Questions

### What is the difference between ThoughtSpot vs Sigma?

ThoughtSpot and Sigma are most clearly differentiated by Sigma's higher Ease of Setup and Quality of Support scores, while both products share identical overall G2 ratings and strong ease-of-use sentiment.

| [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) | [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) |
| --- | --- |
| 4.4/5 (340 reviews) | 4.4/5 (558 reviews) |
| 8.0 | 8.9 |
| 8.6 | 9.1 |
| Ease of Use (68 all-time mentions) | Ease of Use (68 all-time mentions) |



### How do the pricing models of ThoughtSpot and Sigma compare?

Sigma is favored by reviewers for value, with a higher satisfaction score on price and cost-related dimensions compared to ThoughtSpot.

- **ThoughtSpot:** In recent reviews, several reviewers cite high and opaque pricing as a barrier, especially for scaling and embedding, with some describing costs as exceeding $500K annually for large deployments.
- **Sigma:** Reviewers highlight simple, predictable pricing and express satisfaction with the value, noting that "you pay your bill and you know what you get."
- **Switching reasons:** Reviewers mention moving to Sigma for more transparent pricing and to avoid unpredictable or high costs associated with other BI tools.



### What are the best alternatives to ThoughtSpot and Sigma?

The top three alternatives to ThoughtSpot and Sigma are Tableau, Domo, and Looker.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) | 4.4/5 (340 reviews) | — | High and opaque pricing cited as a barrier for scaling and embedding | Ease of Use (68 all-time mentions) |
| [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) | 4.4/5 (558 reviews) | — | Simple, predictable pricing; reviewers satisfied with value | Ease of Use (68 all-time mentions) |
| [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3787 reviews) | Enterprise | — | Advanced charting and visualization capabilities |
| [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5 (1085 reviews) | Mid-Market | — | Strong dashboarding and data integration |
| [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1656 reviews) | Mid-Market | — | Flexible data modeling and governance |



### Which Agentic Analytics features should I prioritize when comparing ThoughtSpot and Sigma?

Buyers comparing ThoughtSpot and Sigma should prioritize Ease of Setup, Quality of Support, Integrations, Dashboard Customization, and Data Visualization.

- **Ease of Setup:** ThoughtSpot 8.0, Sigma 8.9
- **Quality of Support:** ThoughtSpot 8.6, Sigma 9.1
- **Integrations:** ThoughtSpot (Easy Integrations, 10 all-time mentions); Sigma (Easy Integrations, 19 all-time mentions; Snowflake integration, 66 all-time mentions)
- **Dashboard Customization:** ThoughtSpot (10 all-time mentions), Sigma (16 all-time mentions)
- **Data Visualization:** ThoughtSpot (23 all-time mentions), Sigma (24 all-time mentions)



### What are the pros and cons of ThoughtSpot vs Sigma?

ThoughtSpot's headline strength is ease of use and AI-driven analytics, while Sigma stands out for its spreadsheet-like interface and rapid setup.

- **ThoughtSpot strengths:** Ease of Use (68 all-time mentions), Insights (45), Analytics (34), Intuitive (24), Data Visualization (23), Customer Support (12), Dashboard Customization (10), Easy Integrations (10)
- **ThoughtSpot trade-offs:** Learning Curve (24), Missing Features (15), Complexity (9), High and opaque pricing cited in recent reviews, limited customization and flexibility in dashboards, performance lags with large datasets
- **Sigma strengths:** Ease of Use (68 all-time mentions), User Interface (28), Data Handling (25), Data Visualization (24), Intuitive (24), Easy Integrations (19), Customization (18), Team Collaboration (18), Dashboard Customization (16), Easy Setup (17)
- **Sigma trade-offs:** Slow Loading (23), Slow Performance (22), Limited Customization (19), Learning Curve (17), performance lags with complex workbooks, limited visual customization, and some advanced features less intuitive



### Is ThoughtSpot or Sigma better for small businesses?

Sigma is the better fit for small businesses, with reviewers highlighting its rapid setup, intuitive spreadsheet-like interface, and ease of use for non-technical users.

- **ThoughtSpot:** Largest segment not specified; reviewers note a learning curve and higher cost as barriers for smaller organizations, but praise ease of use once implemented.
- **Sigma:** Largest segment not specified; reviewers consistently highlight ease of setup, intuitive interface, and suitability for users familiar with spreadsheets, making it accessible for small business teams.



### Which Agentic Analytics platform has better integrations?

Sigma is favored for integrations, with reviewers citing a broader range of supported data sources and higher mention counts for key integrations.

- **ThoughtSpot:** Integrates with dbt (3 all-time mentions), Slack (2), and Looker (1), with reviewers noting easy integrations in recent reviews.
- **Sigma:** Integrates with Snowflake (66 all-time mentions), PostgreSQL (3), and Databricks (2), with reviewers frequently highlighting the strength and breadth of its integrations.



### How do ThoughtSpot and Sigma compare on customer support?

Sigma leads on Quality of Support with a 0.5-point advantage over ThoughtSpot (9.1 vs 8.6).

- **ThoughtSpot:** Reviewers describe support as helpful and responsive, with 12 all-time mentions, but note occasional delays for complex issues and a desire for faster expert access.
- **Sigma:** Reviewers consistently praise support for being top notch, easy to access, and highly effective, with a 9.1 score and frequent positive mentions in recent reviews.



### Which is easier to implement, ThoughtSpot or Sigma?

Sigma is easier to implement, with a 0.9-point higher Ease of Setup score (8.9 vs 8.0) and consistently positive reviewer sentiment on rapid onboarding.

- **ThoughtSpot:** Reviewers describe setup as generally straightforward but note a learning curve and the need for some technical enablement, with scores ranging from 4.0 to 7.0 in recent reviews.
- **Sigma:** Reviewers consistently highlight very easy and fast setup, with many citing a spreadsheet-like interface that requires minimal training and scores of 6.0 to 7.0 in recent reviews.



### Which product has better Dashboards?

Sigma is favored for Dashboards, with higher all-time mention counts for dashboard customization and consistently strong reviewer sentiment on dashboard usability.

- **ThoughtSpot:** Dashboard Customization (10 all-time mentions), Data Visualization (23), Ease of Use (68), reviewers note intuitive dashboards but cite limited customization and flexibility as trade-offs.
- **Sigma:** Dashboard Customization (16 all-time mentions), Data Visualization (24), Ease of Use (68), reviewers highlight the spreadsheet-like dashboard interface, rapid dashboard creation, and higher flexibility for business users.



| | Sigma | ThoughtSpot | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 561 | 340 | 
| **Largest Market Segment** | Mid-Market (58.9% of reviews) | Enterprise (43.5% of reviews) | 
| **Entry Level Price** | No pricing available | Starting at $25.00 1 Users Per Month | 

---
## Top Pros & Cons

### Sigma

Pros:
- Ease of Use (73 reviews)
- User Interface (29 reviews)

Cons:
- Slow Loading (23 reviews)
- Slow Performance (22 reviews)

### ThoughtSpot

Pros:
- Ease of Use (63 reviews)
- Insights (45 reviews)

Cons:
- Learning Curve (24 reviews)
- Missing Features (15 reviews)

---
## Ratings Comparison
| Rating | Sigma | ThoughtSpot | 
|---|---|---|
  | **Meets Requirements** | 8.6 (445 reviews) | 8.3 (269 reviews) | 
  | **Ease of Use** | 8.5 (454 reviews) | 8.7 (271 reviews) | 
  | **Ease of Setup** | 8.9 (272 reviews) | 8.0 (136 reviews) | 
  | **Ease of Admin** | 8.5 (157 reviews) | 8.2 (111 reviews) | 
  | **Quality of Support** | 9.1 (398 reviews) | 8.6 (241 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (157 reviews) | 8.9 (109 reviews) | 
  | **Product Direction (% positive)** | 9.3 (430 reviews) | 9.1 (262 reviews) | 

---
## Pricing

### Sigma

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### ThoughtSpot

#### Entry-Level Pricing

Plan: ThoughtSpot Analytics - Essentials

Price: Starting at $25.00 1 Users Per Month

Description: For small teams to find and share insights with AI Analytics 

Key Features:
- Dynamic, interactive dashboards 
- Actionable insights
- From 5-50 users

[Browse all 5 editions](https://www.g2.com/products/thoughtspot/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | 8.2/10 | 353 |
| **ThoughtSpot** | 8.3/10 | 200 |

#### Reports

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.6 (296 reviews) ✓ Verified | 8.7 (158 reviews) ✓ Verified | 
| **Steps to Answer** | 8.5 (284 reviews) ✓ Verified | 8.6 (152 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.4 (301 reviews) ✓ Verified | 8.4 (161 reviews) ✓ Verified | 
| **Score Cards** | 8.4 (266 reviews) ✓ Verified | 8.2 (129 reviews) ✓ Verified | 
| **Dashboards** | 8.8 (297 reviews) ✓ Verified | 8.8 (159 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 8.7 (289 reviews) ✓ Verified | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (296 reviews) ✓ Verified | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (284 reviews) ✓ Verified | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 8.3 (281 reviews) ✓ Verified | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (287 reviews) ✓ Verified | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 7.4 (251 reviews) ✓ Verified | 7.5 (111 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Predictive Analytics** | 7.3 (248 reviews) | 7.8 (113 reviews) | 
| **Data Visualization** | 8.4 (292 reviews) ✓ Verified | 8.6 (153 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (267 reviews) ✓ Verified | 8.0 (122 reviews) ✓ Verified | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 8.1 (111 reviews) ✓ Verified | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.8 (111 reviews) ✓ Verified | 7.6 (100 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.2 (99 reviews) ✓ Verified | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.7 (94 reviews) | 7.6 (79 reviews) ✓ Verified | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | 8.1/10 | 402 |
| **ThoughtSpot** | 8.0/10 | 221 |

#### Reports

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.6 (296 reviews) ✓ Verified | 8.7 (158 reviews) ✓ Verified | 
| **Steps to Answer** | 8.5 (284 reviews) ✓ Verified | 8.6 (152 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.4 (301 reviews) ✓ Verified | 8.4 (161 reviews) ✓ Verified | 
| **Score Cards** | 8.4 (266 reviews) ✓ Verified | 8.2 (129 reviews) ✓ Verified | 
| **Dashboards** | 8.8 (297 reviews) ✓ Verified | 8.8 (159 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Connectors** | 8.3 (273 reviews) ✓ Verified | 8.2 (101 reviews) ✓ Verified | 
| **Data Governance** | 8.3 (260 reviews) ✓ Verified | 7.9 (99 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Data Querying** | 8.5 (290 reviews) ✓ Verified | 8.4 (111 reviews) ✓ Verified | 
| **Data Filtering** | 8.6 (293 reviews) ✓ Verified | 8.5 (115 reviews) ✓ Verified | 
| **Data Blending** | 8.4 (275 reviews) ✓ Verified | 8.2 (103 reviews) ✓ Verified | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | 7.0 (22 reviews) | 
| **AI Text Summarization** | Feature Not Available | 6.7 (22 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Autonomous Task Execution** | 7.6 (30 reviews) | Not enough data | 
| **Multi-step Planning** | 7.7 (30 reviews) | Not enough data | 
| **Cross-system Integration** | 7.8 (29 reviews) | Not enough data | 
| **Adaptive Learning** | 7.4 (30 reviews) | 6.0 (5 reviews) | 
| **Natural Language Interaction** | 8.0 (31 reviews) | Not enough data | 
| **Proactive Assistance** | 7.2 (30 reviews) | Not enough data | 
| **Decision Making** | 7.5 (30 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 8.7 (289 reviews) ✓ Verified | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (296 reviews) ✓ Verified | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (284 reviews) ✓ Verified | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 8.3 (281 reviews) ✓ Verified | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (287 reviews) ✓ Verified | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 7.4 (251 reviews) ✓ Verified | 7.5 (111 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **No-code Dashboard Builder** | 7.9 (29 reviews) | 8.7 (5 reviews) | 
| **Report Scheduling and Automation** | 8.2 (30 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.1 (30 reviews) | 7.3 (5 reviews) | 
| **Data Source Connectivity** | 9.1 (35 reviews) | 8.3 (5 reviews) | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Predictive Analytics** | 7.3 (248 reviews) | 7.8 (113 reviews) | 
| **Data Visualization** | 8.4 (292 reviews) ✓ Verified | 8.6 (153 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (267 reviews) ✓ Verified | 8.0 (122 reviews) ✓ Verified | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Large data handling and Query Speed** | 7.9 (38 reviews) | 8.6 (6 reviews) | 
| **Concurrent User Support** | 8.5 (28 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Data Modeling and Governance** | 8.1 (27 reviews) | Not enough data | 
| **Notebook and Script Integration** | 8.0 (28 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 8.3 (29 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.7 (27 reviews) | Not enough data | 
| **Natural Language Queries** | 7.8 (29 reviews) | 8.1 (7 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 7.8 (27 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.7 (25 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.0 (28 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 7.7 (27 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 8.0 (27 reviews) | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 8.1 (111 reviews) ✓ Verified | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.8 (111 reviews) ✓ Verified | 7.6 (100 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.2 (99 reviews) ✓ Verified | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.7 (94 reviews) | 7.6 (79 reviews) ✓ Verified | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Drag & Drop** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Storytelling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Financing Management** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Scorecards** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **Project Tracking** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Goal Setting/Tracking** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Financial Reporting** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | 8.3/10 | 350 |
| **ThoughtSpot** | 8.5/10 | 199 |

#### Reports

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.6 (296 reviews) ✓ Verified | 8.7 (158 reviews) ✓ Verified | 
| **Steps to Answer** | 8.5 (284 reviews) ✓ Verified | 8.6 (152 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.4 (301 reviews) ✓ Verified | 8.4 (161 reviews) ✓ Verified | 
| **Score Cards** | 8.4 (266 reviews) ✓ Verified | 8.2 (129 reviews) ✓ Verified | 
| **Dashboards** | 8.8 (297 reviews) ✓ Verified | 8.8 (159 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 8.7 (289 reviews) ✓ Verified | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (296 reviews) ✓ Verified | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (284 reviews) ✓ Verified | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 8.3 (281 reviews) ✓ Verified | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (287 reviews) ✓ Verified | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 7.4 (251 reviews) ✓ Verified | 7.5 (111 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 8.1 (111 reviews) ✓ Verified | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.8 (111 reviews) ✓ Verified | 7.6 (100 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.2 (99 reviews) ✓ Verified | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.7 (94 reviews) | 7.6 (79 reviews) ✓ Verified | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Mobile Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Application Development** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Geographic Maps** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Integration into Third Party Applications** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Visual Workflow Management** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Streaming Analytics** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Additional Functionality

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Generative AI

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Additional Functionality

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Code Generation** | Not enough data | Not enough data | 
| **Text to Image** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Virtual Characters and Avatars** | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | Not enough data | 
| **Personalization and Recommendation** | Not enough data | Not enough data | 
| **Conditional Generation** | Not enough data | Not enough data | 
| **Transformer Model** | Not enough data | Not enough data | 
| **Automated Image & Video Editing** | Not enough data | Not enough data | 
| **Interactive and Co-Creative Systems** | Not enough data | Not enough data | 
| **Text Summarization** | Not enough data | Not enough data | 
| **Data Augmentation** | Not enough data | Not enough data | 
| **Variation Autoencoder Models** | Not enough data | Not enough data | 
| **Adversarial Training** | Not enough data | Not enough data | 
| **Transfer Learning and Fine-tuning** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | Not enough data | Not enough data | 
| **Creative Design** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Foundation Model** | Not enough data | Not enough data | 

### AI App Builder

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Third-Party Integration

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Third-Party Integration** | Not enough data | Not enough data | 

#### Scalability

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Scalability** | Not enough data | Not enough data | 

#### Iteration Management

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Iteration Management** | Not enough data | Not enough data | 

#### Backend Logic Creation

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Backend Logic Creation** | Not enough data | Not enough data | 

#### Prompt Understanding

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Prompt Understanding** | Not enough data | Not enough data | 

#### Application Development

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Application Development** | Not enough data | Not enough data | 

#### Full-Stack Output

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Full-Stack Output** | Not enough data | Not enough data | 

#### API Integration

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **API Integration** | Not enough data | Not enough data | 

#### Contextual Guidance

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Contextual Guidance** | Not enough data | Not enough data | 

#### Customizable User Interface

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Customizable User Interface** | Not enough data | Not enough data | 

#### Design Customization

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Design Customization** | Not enough data | Not enough data | 

#### Out-of-the-Box Functionality

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Out-of-the-Box Functionality** | Not enough data | Not enough data | 

#### Generation and Interpretation - AI App Builder

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Prompt Understanding** | Not enough data | Not enough data | 
| **Backend Logic Creation** | Not enough data | Not enough data | 
| **UI Generation** | Not enough data | Not enough data | 
| **Context Awareness** | Not enough data | Not enough data | 

#### Generated Application Quality - AI App Builder

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Scalability** | Not enough data | Not enough data | 
| **Out-of-the-Box Functionality** | Not enough data | Not enough data | 
| **Design Customization** | Not enough data | Not enough data | 
| **Data & API Integration** | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Sigma** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Sigma | ThoughtSpot | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to Sigma (1):** [AI App Builder Software](https://www.g2.com/categories/ai-app-builder)

**Unique to ThoughtSpot (2):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Sigma | ThoughtSpot | 
|---|---|---|
| **Small-Business** | 20.1% | 16.8% | 
| **Mid-Market** | 58.9% | 39.8% | 
| **Enterprise** | 21.0% | 43.5% | 

### By Industry

#### Sigma

- **Information Technology and Services:** 15.5%
- **Computer Software:** 11.7%
- **Financial Services:** 9.6%
- **Marketing and Advertising:** 4.7%
- **Consumer Services:** 4.3%
- **Real Estate:** 3.6%
- **Logistics and Supply Chain:** 3.2%
- **Food & Beverages:** 2.8%
- **Hospital & Health Care:** 2.6%
- **Health, Wellness and Fitness:** 2.6%
- **Other:** 39.2%

#### ThoughtSpot

- **Information Technology and Services:** 10.7%
- **Computer Software:** 9.1%
- **Financial Services:** 9.1%
- **Retail:** 5.3%
- **Telecommunications:** 4.7%
- **Marketing and Advertising:** 4.4%
- **Hospital & Health Care:** 4.1%
- **Insurance:** 3.8%
- **Accounting:** 2.8%
- **Hospitality:** 2.2%
- **Other:** 43.7%

---
## Alternatives

### Alternatives to Sigma

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4222 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1653 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Omni Analytics](https://www.g2.com/products/omni-analytics-inc-omni-analytics/reviews) — 4.8/5 stars (65 reviews)
- [Amazon Quick](https://www.g2.com/products/amazon-quick/reviews) — 4.3/5 stars (697 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1658 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Metabase](https://www.g2.com/products/metabase/reviews) — 4.4/5 stars (147 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1092 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)

### Alternatives to ThoughtSpot

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4222 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1092 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1658 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1653 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [Amazon Quick](https://www.g2.com/products/amazon-quick/reviews) — 4.3/5 stars (697 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (403 reviews)

---
## Top Discussions

### Sigma

- Title: [What is Sigma used for?](https://www.g2.com/discussions/what-is-sigma-used-for) — 1 comment
  > **Top comment:** "Sigma is a cloud-based business intelligence (BI) and analytics platform. It's primarily used for data exploration, visualization, and building applications,..."
- Title: [What is the best way to use SQL queries that you previously had?](https://www.g2.com/discussions/what-is-the-best-way-to-use-sql-queries-that-you-previously-had) — 1 comment, 2 upvotes
  > **Top comment:** "One possible way to solve this would be to create Datasets with SQL - you can merely copy the SQL to form the new dataset.  

Once you have created the..."

### ThoughtSpot

- Title: [How beneficial is Thoughtspot with end user who are not that much expert in data ?](https://www.g2.com/discussions/25499-how-beneficial-is-thoughtspot-with-end-user-who-are-not-that-much-expert-in-data) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot makes self-service simple and quick, even for users with no technical background. Anyone from line of business users to analysts to more..."
- Title: [How is ThoughtSpot priced?](https://www.g2.com/discussions/5134-pricing-licensing) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot has two pricing options depending on whether the organization has a need for the on-premise or cloud based offering. Our starter package is..."
- Title: [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) — 1 comment
  > **Top comment:** "It's an analytics platform that allows you to use natural language search and AI to identify data insights."
- Title: [Do you have a roadmap for automated insights a la the use case above?](https://www.g2.com/discussions/26396-do-you-have-a-roadmap-for-automated-insights-a-la-the-use-case-above) — 1 comment, 1 upvote
  > **Top comment:** "Hi Alex! I'm not sure what use case you are referring to, but ThoughtSpot is a terrific solution for productizing your data. In your case, if I understand..."
- Title: [How is ThoughtSpot deployed?](https://www.g2.com/discussions/5133-deployment-options-available) — 1 comment, 1 upvote
  > **Top comment:** "ThoughtSpot has multiple deployment options. It can be deployed as a cloud solution, or an on-premise appliance. More details can be found here:..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/sigma-computing-sigma-vs-thoughtspot)