# Hex vs ThoughtSpot Comparison
---
## AI Generated Summary
- **G2 reviewers report** that ThoughtSpot excels in its **AI capabilities** , particularly with features like Spotter and Spotter IQ, which enhance data exploration and provide intuitive insights. Users appreciate how the natural language search allows both technical and non-technical users to quickly access relevant data without complex queries.
- **Users say** that Hex shines with its **recent AI enhancements** , especially the autocomplete features for SQL queries, which significantly speed up the workflow. The data schema explorer is also highlighted as a valuable tool for those new to SQL, making it easier to navigate and understand database structures.
- **Reviewers mention** that ThoughtSpot's implementation process is generally smooth, with many users noting the intuitive onboarding experience that helps them get started quickly. This ease of setup is a significant advantage for teams looking to adopt analytics tools without extensive training.
- **According to verified reviews** , Hex has a strong focus on **collaboration and workflow** , with features that facilitate teamwork and data sharing. Users appreciate the platform's ability to integrate seamlessly with other tools, enhancing productivity and communication among team members.
- **G2 reviewers highlight** that while both platforms offer solid support, ThoughtSpot receives slightly higher marks for its **quality of support**. Users have reported positive experiences with the responsiveness and helpfulness of the support team, which can be crucial for organizations relying on timely assistance.
- **Users express mixed feelings** about the **data visualization capabilities** of Hex, noting that while it provides decent options, ThoughtSpot's visualizations are often seen as more robust and user-friendly. This difference can impact how effectively teams can present and interpret their data insights.



---
## Frequently Asked Questions

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

Hex stands out for its higher Ease of Setup and Ease of Admin scores, while ThoughtSpot is noted for its AI-driven insights and strong customer support.

| [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) | [Hex](https://www.g2.com/products/hex-tech-hex/reviews) |
| --- | --- |
| 4.4/5 (340 reviews) | 4.5/5 (404 reviews) |
| — | — |
| 8.0 | 8.9 |
| 8.6 | 8.5 |
| AI-driven insights | Ease of use and collaboration |



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

Hex is rated as the stronger value on price and cost satisfaction, with a higher Price/Cost-related score than ThoughtSpot.

- **ThoughtSpot:** Reviewers frequently mention high and opaque pricing, with some citing costs as a barrier for smaller teams and startups.
- **Hex:** Recent reviews note that while Hex can be expensive for smaller teams, satisfaction with value is higher, and reviewers appreciate the productivity gains and collaborative features.
- **Switching-reason:** Several reviewers cite moving to Hex for its unified workspace and improved collaboration, despite cost concerns.



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

The top three alternatives to ThoughtSpot and Hex are Tableau, Domo, and Mode.

| 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, especially for scaling and embedding | AI-driven insights and ease of use |
| [Hex](https://www.g2.com/products/hex-tech-hex/reviews) | 4.5/5 (404 reviews) | Mid-Market | Can be expensive for smaller teams, but strong value for collaboration | Ease of use and collaborative analytics |
| [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3,787 reviews) | Enterprise | — | Advanced visualization and dashboarding |
| [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5 (1,086 reviews) | Mid-Market | — | Integrated data platform and business intelligence |
| [Mode](https://www.g2.com/products/mode-mode/reviews) | 4.5/5 (330 reviews) | Mid-Market | — | Flexible analytics and SQL/Python integration |



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

Buyers should prioritize Dashboards, AI/Agentic Analytics, Ease of Setup, Integrations, and Collaboration features when comparing ThoughtSpot and Hex.

- **Dashboards:** ThoughtSpot (10 all-time mentions for Dashboard Customization), Hex (numerous recent reviews highlight dashboard flexibility and customization).
- **AI/Agentic Analytics:** ThoughtSpot (Spotter and AI-driven insights, 45 all-time mentions for Insights), Hex (AI agent and Threads, 48 all-time mentions for Intuitive, 19 for Intuition).
- **Ease of Setup:** ThoughtSpot (8.0), Hex (8.9).
- **Integrations:** ThoughtSpot (dbt, Slack, Looker), Hex (Snowflake 52, Looker 23, Slack 20 all-time mentions).
- **Collaboration:** Hex (collaboration and real-time teamwork cited in recent reviews, 55 all-time mentions for Useful).



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

Hex's headline strength is its ease of use and collaborative analytics, while ThoughtSpot is recognized for AI-driven insights and intuitive data exploration.

- **ThoughtSpot strengths:** AI-driven insights (45 all-time mentions), ease of use (68), intuitive interface (24), strong customer support (12), powerful BI (10), and dashboard customization (10).
- **ThoughtSpot trade-offs:** Learning curve (24), missing features (15), complexity (9), and high/opaque pricing in recent reviews.
- **Hex strengths:** Ease of use (114), data analysis (55), intuitive experience (48), time-saving (35), collaborative workspace, and flexibility with SQL/Python.
- **Hex trade-offs:** Missing features (39), learning curve (16), organizational complexity (14), and pricing issues (7).



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

Hex is the better fit for small businesses, as it is most frequently reviewed by the Mid-Market segment and receives strong ease-of-use sentiment.

- **ThoughtSpot:** No segment data available; reviewers highlight ease of use and AI-driven insights but also note a learning curve and higher pricing as barriers for smaller teams.
- **Hex:** Largest reviewer segment is Mid-Market; reviewers consistently praise its ease of use, collaborative features, and suitability for teams without deep technical expertise.



### Which Agentic Analytics platform has better integrations?

Hex is favored by reviewers for integrations, with higher all-time mention counts for key data tools.

- **ThoughtSpot:** Integrates with dbt (3 all-time mentions), Slack (2), and Looker (1), with recent reviews noting ease of integration for embedded analytics and data workflows.
- **Hex:** Integrates with Snowflake (52 all-time mentions), Looker (23), and Slack (20), with reviewers highlighting strong connectivity to cloud data warehouses and collaboration platforms.



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

ThoughtSpot and Hex are rated at near-parity for Quality of Support, with scores of 8.6 and 8.5 respectively.

- **ThoughtSpot:** Reviewers frequently cite responsive and helpful support, with several noting positive onboarding and training experiences.
- **Hex:** Reviewers describe support as helpful and responsive, with recent reviews mentioning active product team engagement and effective troubleshooting.



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

Hex leads on Ease of Setup with a score of 8.9 versus ThoughtSpot's 8.0, a difference of 0.9 points.

- **ThoughtSpot:** Reviewers describe setup as generally straightforward, with some noting a learning curve and the need for initial configuration support.
- **Hex:** Reviewers consistently highlight easy onboarding, intuitive configuration, and minimal setup requirements, with many citing a smooth initial experience.



### Which product has better Dashboards?

Hex is favored for Dashboards, with reviewers citing flexibility, customization, and ease of building interactive dashboards.

- **ThoughtSpot:** Dashboard Customization (10 all-time mentions), Data Visualization (23), and Data Analysis (19); reviewers note intuitive dashboards but mention limited customization compared to competitors.
- **Hex:** Dashboards and reporting are frequently praised in recent reviews, with strong scores for Ease of Use (8.7), Ease of Setup (8.9), and all-time mentions for Useful (55) and Data Analysis (55); reviewers highlight the ability to blend code, visualizations, and interactivity in one workspace.



| | Hex | ThoughtSpot | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 404 | 340 | 

---
## Top Pros & Cons

### Hex

Pros:
- Ease of Use (130 reviews)
- SQL Queries (81 reviews)

Cons:
- Limited Features (45 reviews)
- Missing Features (41 reviews)

### ThoughtSpot

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

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

---
## Ratings Comparison
| Rating | Hex | ThoughtSpot | 
|---|---|---|
  | **Meets Requirements** | 8.5 (310 reviews) | 8.3 (269 reviews) | 
  | **Ease of Use** | 8.7 (319 reviews) | 8.7 (271 reviews) | 
  | **Ease of Setup** | 8.9 (190 reviews) | 8.0 (136 reviews) | 
  | **Ease of Admin** | 9.0 (59 reviews) | 8.2 (111 reviews) | 
  | **Quality of Support** | 8.5 (225 reviews) | 8.6 (241 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (61 reviews) | 8.9 (109 reviews) | 
  | **Product Direction (% positive)** | 9.2 (308 reviews) | 9.1 (262 reviews) | 

---
## Pricing

### Hex

#### Entry-Level Pricing

Plan: Community

Price: Free Per Month

Description: The free version of Hex. Great for individuals.

Key Features:
- Up to 3 project authors
- 7-day project version history
- Project data connections & secrets

[Browse all 4 editions](https://www.g2.com/products/hex-tech-hex/pricing)

#### 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 |
|---|---|---|
| **Hex** | 7.6/10 | 268 |
| **ThoughtSpot** | 8.3/10 | 200 |

#### Reports

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.3 (226 reviews) | 8.7 (158 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (209 reviews) | 8.6 (152 reviews) ✓ Verified | 
| **Graphs and Charts** | 7.4 (229 reviews) | 8.4 (161 reviews) ✓ Verified | 
| **Score Cards** | 7.2 (192 reviews) | 8.2 (129 reviews) ✓ Verified | 
| **Dashboards** | 8.1 (221 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 7.7 (203 reviews) | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.1 (207 reviews) | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 7.9 (211 reviews) | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 7.2 (204 reviews) | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.2 (225 reviews) | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 6.1 (184 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Predictive Analytics** | 6.5 (185 reviews) | 7.8 (113 reviews) | 
| **Data Visualization** | 7.8 (211 reviews) | 8.6 (153 reviews) ✓ Verified | 
| **Big Data Services** | 7.0 (191 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 8.0 (186 reviews) | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.7 (181 reviews) | 7.6 (100 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.5 (175 reviews) | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (166 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 | Hex | 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 | Hex | 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 |
|---|---|---|
| **Hex** | 7.2/10 | 277 |
| **ThoughtSpot** | 8.0/10 | 221 |

#### Reports

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.3 (226 reviews) | 8.7 (158 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (209 reviews) | 8.6 (152 reviews) ✓ Verified | 
| **Graphs and Charts** | 7.4 (229 reviews) | 8.4 (161 reviews) ✓ Verified | 
| **Score Cards** | 7.2 (192 reviews) | 8.2 (129 reviews) ✓ Verified | 
| **Dashboards** | 8.1 (221 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Connectors** | 8.0 (165 reviews) | 8.2 (101 reviews) ✓ Verified | 
| **Data Governance** | 6.4 (33 reviews) | 7.9 (99 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Data Querying** | 8.7 (173 reviews) | 8.4 (111 reviews) ✓ Verified | 
| **Data Filtering** | 8.3 (171 reviews) | 8.5 (115 reviews) ✓ Verified | 
| **Data Blending** | 8.3 (165 reviews) | 8.2 (103 reviews) ✓ Verified | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **AI Text Generation** | 6.2 (98 reviews) | 7.0 (22 reviews) | 
| **AI Text Summarization** | 6.0 (93 reviews) | 6.7 (22 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Autonomous Task Execution** | 6.5 (34 reviews) | Not enough data | 
| **Multi-step Planning** | 6.3 (29 reviews) | Not enough data | 
| **Cross-system Integration** | 6.9 (32 reviews) | Not enough data | 
| **Adaptive Learning** | 6.4 (28 reviews) | 6.0 (5 reviews) | 
| **Natural Language Interaction** | 7.1 (36 reviews) | Not enough data | 
| **Proactive Assistance** | 6.4 (29 reviews) | Not enough data | 
| **Decision Making** | 7.2 (29 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 7.7 (203 reviews) | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.1 (207 reviews) | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 7.9 (211 reviews) | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 7.2 (204 reviews) | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.2 (225 reviews) | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 6.1 (184 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **No-code Dashboard Builder** | 7.0 (30 reviews) | 8.7 (5 reviews) | 
| **Report Scheduling and Automation** | 7.9 (38 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 6.9 (26 reviews) | 7.3 (5 reviews) | 
| **Data Source Connectivity** | 8.1 (39 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Predictive Analytics** | 6.5 (185 reviews) | 7.8 (113 reviews) | 
| **Data Visualization** | 7.8 (211 reviews) | 8.6 (153 reviews) ✓ Verified | 
| **Big Data Services** | 7.0 (191 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Large data handling and Query Speed** | 6.4 (43 reviews) | 8.6 (6 reviews) | 
| **Concurrent User Support** | 7.1 (31 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Data Modeling and Governance** | 7.2 (30 reviews) | Not enough data | 
| **Notebook and Script Integration** | 8.4 (51 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 6.3 (27 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 6.7 (29 reviews) | Not enough data | 
| **Natural Language Queries** | 7.5 (35 reviews) | 8.3 (8 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 6.7 (27 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 6.7 (28 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 6.5 (26 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 6.2 (26 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 7.2 (31 reviews) | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 8.0 (186 reviews) | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.7 (181 reviews) | 7.6 (100 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.5 (175 reviews) | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (166 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 | Hex | 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 |
|---|---|---|
| **Hex** | 7.7/10 | 268 |
| **ThoughtSpot** | 8.5/10 | 199 |

#### Reports

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Reports Interface** | 8.3 (226 reviews) | 8.7 (158 reviews) ✓ Verified | 
| **Steps to Answer** | 7.6 (209 reviews) | 8.6 (152 reviews) ✓ Verified | 
| **Graphs and Charts** | 7.4 (229 reviews) | 8.4 (161 reviews) ✓ Verified | 
| **Score Cards** | 7.2 (192 reviews) | 8.2 (129 reviews) ✓ Verified | 
| **Dashboards** | 8.1 (221 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Calculated Fields** | 7.7 (203 reviews) | 8.2 (144 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.1 (207 reviews) | 8.6 (151 reviews) ✓ Verified | 
| **Data Discovery** | 7.9 (211 reviews) | 8.6 (150 reviews) ✓ Verified | 
| **Search** | 7.2 (204 reviews) | 8.8 (162 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.2 (225 reviews) | 8.2 (136 reviews) ✓ Verified | 
| **Automodeling** | 6.1 (184 reviews) | 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 | Hex | ThoughtSpot | 
|---|---|---|
| **Data Transformation** | 8.0 (186 reviews) | 7.5 (95 reviews) ✓ Verified | 
| **Data Modeling** | 7.7 (181 reviews) | 7.6 (100 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.5 (175 reviews) | 7.9 (86 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (166 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 | Hex | 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 |
|---|---|---|
| **Hex** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Additional Functionality

| Feature | Hex | 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 | 

### Python Integrated Development Environments (IDE)

| Product | Score | Reviews |
|---|---|---|
| **Hex** | 7.8/10 | 63 |
| **ThoughtSpot** | N/A | N/A |

#### AI Copilot

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 

#### For Developers

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **For Developers** | Not enough data | Not enough data | 

#### Game Development

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Game Development** | Not enough data | Not enough data | 

#### Deployment Management

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Deployment Management** | Not enough data | Not enough data | 

#### Code Development

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Code Development** | Not enough data | Not enough data | 

#### Code Editing

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Code Editing** | Not enough data | Not enough data | 

#### Website Development

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Website Development** | Not enough data | Not enough data | 

#### Web/Mobile App Development

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Web/Mobile App Development** | Not enough data | Not enough data | 

#### Debugging

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Debugging** | Not enough data | Not enough data | 

#### Data Modeling

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Data Modeling** | Not enough data | Not enough data | 

#### Graphical User Interface

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Graphical User Interface** | Not enough data | Not enough data | 

#### Functionality 

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Ease of Use** | 8.7 (63 reviews) | Not enough data | 
| **File Management** | 6.9 (56 reviews) | Not enough data | 
| **Multi-Language Support** | 7.5 (48 reviews) | Not enough data | 
| **Customization** | 7.4 (54 reviews) | Not enough data | 
| **Straight-Out-the-Box Functionality** | 8.8 (58 reviews) | Not enough data | 
| **Help Guides** | 7.5 (57 reviews) | Not enough data | 
| **Patching & Updates** | 7.9 (52 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Hex** | 5.8/10 | 110 |
| **ThoughtSpot** | N/A | N/A |

#### System

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.1 (92 reviews) | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Language Support** | 7.4 (90 reviews) | Not enough data | 
| **Drag and Drop** | 7.0 (94 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 5.5 (87 reviews) | Not enough data | 
| **Model Training** | 5.5 (89 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Feature Engineering** | 5.9 (79 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Computer Vision** | 4.4 (81 reviews) | Not enough data | 
| **Natural Language Processing** | 5.1 (84 reviews) | Not enough data | 
| **Natural Language Generation** | 4.8 (82 reviews) | Not enough data | 
| **Artificial Neural Networks** | 4.5 (80 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Natural Language Understanding** | 5.1 (69 reviews) | Not enough data | 
| **Deep Learning** | 5.0 (70 reviews) | Not enough data | 

#### Deployment

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Managed Service** | 6.9 (85 reviews) | Not enough data | 
| **Application** | 7.0 (84 reviews) | Not enough data | 
| **Scalability** | 6.7 (85 reviews) | Not enough data | 

#### Additional Functionality

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Customizable Reports** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Semantic Search** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Categorization/Grouping** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Linked Data Management** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Text Mining** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Endpoint Management** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **ML Algorithm Library** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **AI Text Generation** | 5.7 (40 reviews) | Not enough data | 
| **AI Text Summarization** | 5.7 (40 reviews) | Not enough data | 
| **AI Text-to-Image** | 4.3 (40 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Hex | ThoughtSpot | 
|---|---|---|
| **Autonomous Task Execution** | 5.3 (10 reviews) | Not enough data | 
| **Multi-step Planning** | 5.7 (10 reviews) | Not enough data | 
| **Cross-system Integration** | 7.0 (10 reviews) | Not enough data | 
| **Adaptive Learning** | 4.7 (10 reviews) | Not enough data | 
| **Natural Language Interaction** | 6.1 (11 reviews) | Not enough data | 
| **Proactive Assistance** | 5.8 (10 reviews) | Not enough data | 
| **Decision Making** | 5.7 (10 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

### Semantic Layer Tools

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

#### Deployment & Integration - Semantic Layer Tools

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

#### Governance - Semantic Layer Tools

| Feature | Hex | 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 | Hex | 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 | Hex | 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 |
|---|---|---|
| **Hex** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

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

---
## Categories
**Shared Categories (3):** [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)

**Unique to Hex (2):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide)

**Unique to ThoughtSpot (1):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Hex | ThoughtSpot | 
|---|---|---|
| **Small-Business** | 24.9% | 16.8% | 
| **Mid-Market** | 59.8% | 39.8% | 
| **Enterprise** | 15.4% | 43.5% | 

### By Industry

#### Hex

- **Computer Software:** 22.8%
- **Information Technology and Services:** 19.1%
- **Financial Services:** 12.0%
- **Hospital & Health Care:** 4.0%
- **Marketing and Advertising:** 3.1%
- **Internet:** 2.8%
- **Retail:** 2.2%
- **Insurance:** 1.5%
- **Health, Wellness and Fitness:** 1.5%
- **Mental Health Care:** 1.5%
- **Other:** 29.5%

#### 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 Hex

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4225 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Deepnote](https://www.g2.com/products/deepnote/reviews) — 4.5/5 stars (387 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1661 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1652 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1374 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (581 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1092 reviews)
- [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) — 4.6/5 stars (255 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1064 reviews)

### Alternatives to ThoughtSpot

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4225 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 (1661 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1652 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1064 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 (698 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (581 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)

---
## Top Discussions

### Hex

No discussions available for this product.

### 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/hex-tech-hex-vs-thoughtspot)