# Deepnote vs Hex Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Deepnote excels in **real-time collaboration** , allowing multiple users to edit notebooks simultaneously, similar to Google Docs. This feature is particularly beneficial for data science teams that require seamless teamwork and communication.
- **Users say** that Hex stands out for its **AI capabilities** , especially with features like autocomplete for SQL queries. This functionality not only speeds up the workflow but also enhances accuracy, making it a great choice for users who are new to SQL and database management.
- **According to verified reviews** , Deepnote's **ease of setup** is a significant advantage, with many users praising its intuitive onboarding process. This allows teams to get started quickly without extensive training or configuration challenges.
- **Reviewers mention** that Hex's **integrations** are a strong point, providing users with a variety of tools to enhance their data analysis experience. The ability to connect with different data sources and platforms is a key feature that users appreciate.
- **G2 reviewers highlight** that Deepnote's **cloud-based architecture** eliminates the need for installations, making it accessible from anywhere. This flexibility is particularly appealing for teams that work remotely or across different locations.
- **Users report** that while Hex has a solid **market presence** , Deepnote's focus on **small businesses** allows it to cater specifically to the needs of smaller teams, providing tailored features that enhance their data handling capabilities.



---
## Frequently Asked Questions

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

Deepnote and Hex are both highly rated Python IDEs with strong collaboration features, but Deepnote stands out for its ease of setup and collaboration, while Hex is noted for its ease of administration and business fit.

| [Deepnote](https://www.g2.com/products/deepnote/reviews) | [Hex](https://www.g2.com/products/hex-tech-hex/reviews) |
| --- | --- |
| 4.5/5 (386 reviews) | 4.5/5 (404 reviews) |
| Mid-Market | Small-Business |
| 9.0 | 8.9 |
| 8.7 | 8.5 |
| Collaboration (93 all-time mentions) | Data Analysis (55 all-time mentions) |



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

Deepnote and Hex are rated at parity for value, with both products scoring closely on price and cost satisfaction.

- **Deepnote:** In recent reviews, several users appreciate the free plan for students and note that Deepnote is efficient and effective for their work, but some mention that higher-tier plans can be expensive for individuals or small teams.
- **Hex:** Reviewers highlight that Hex's pricing tiers and per-user costs can be expensive for smaller teams or startups, but they value the platform's powerful features and collaborative environment.



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

The top 3 alternatives to Deepnote and Hex are Tableau, Looker, and Mode.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Deepnote](https://www.g2.com/products/deepnote/reviews) | 4.5/5 (386 reviews) | Mid-Market | Free plan available for students; higher tiers noted as expensive for individuals | Collaboration (93 all-time mentions) |
| [Hex](https://www.g2.com/products/hex-tech-hex/reviews) | 4.5/5 (404 reviews) | Small-Business | Pricing tiers and per-user costs can be expensive for small teams | Data Analysis (55 all-time mentions) |
| [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3787 reviews) | Enterprise | — | Data Visualization |
| [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1656 reviews) | Mid-Market | — | Business Intelligence |
| [Mode](https://www.g2.com/products/mode-mode/reviews) | 4.5/5 (330 reviews) | Mid-Market | — | Flexible Analytics |



### Which Python Integrated Development Environments (IDE) features should I prioritize when comparing Deepnote and Hex?

Buyers comparing Deepnote and Hex should prioritize collaboration, integrations, dashboards, ease of setup, and AI features.

- **Collaboration:** Deepnote (93 all-time mentions), Hex (real-time collaboration cited in recent reviews)
- **Integrations:** Deepnote (Easy Integrations, 53 all-time mentions), Hex (Snowflake integration, 52 all-time mentions; Looker, 23; Slack, 20)
- **Dashboards:** Deepnote (Dashboards cited in recent reviews), Hex (Dashboards cited in recent reviews)
- **Ease of Setup:** Deepnote (9.0), Hex (8.9)
- **AI Features:** Deepnote (AI Integration, 36 all-time mentions), Hex (AI agent and HexMagic cited in recent reviews)



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

Deepnote's headline strength is collaboration, while Hex's is data analysis and dashboard flexibility.

- **Deepnote strengths:** Collaboration (93 all-time mentions), Ease of Use (117), Easy Integrations (53), Team Collaboration (59), AI Integration (36), Setup Ease (31)
- **Deepnote trade-offs:** Slow Performance (47 all-time mentions), resource limitations for compute-heavy workloads, limited offline access, some advanced features only in higher tiers
- **Hex strengths:** Data Analysis (55 all-time mentions), Ease of Use (114), Useful (55), Intuitive (48), Time-Saving (35), Analytics (20), Dashboard flexibility and AI agent cited in recent reviews
- **Hex trade-offs:** Missing Features (39 all-time mentions), Learning Curve (16), Poor Organization (14), performance can slow with large-scale analyses, advanced features only in higher tiers, pricing issues (7)



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

Hex is the better fit for small businesses, as it is most popular in the Small-Business segment and receives strong small-business reviewer sentiment.

- **Deepnote:** Largest segment is Mid-Market; reviewers highlight its collaborative features and ease of use, but it is less frequently cited as the top choice for small businesses.
- **Hex:** Largest segment is Small-Business; reviewers in this segment praise its intuitive interface, dashboard capabilities, and value for small teams.



### Which Python Integrated Development Environments (IDE) platform has better integrations?

Hex is favored for integrations, with more reviewer-cited integrations and higher all-time mention counts.

- **Deepnote:** GitHub (18 all-time mentions), Snowflake (14), Box (7)
- **Hex:** Snowflake (52 all-time mentions), Looker (23), Slack (20)



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

Deepnote and Hex are rated at near-parity for Quality of Support, with Deepnote at 8.7 and Hex at 8.5.

- **Deepnote:** Reviewers frequently mention responsive support and helpful onboarding, with several citing a positive experience with setup and troubleshooting.
- **Hex:** Reviewers describe support as responsive and helpful, with some noting the product team's active engagement and quick implementation of feature requests.



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

Deepnote and Hex score within a tenth of a point on Ease of Setup, with Deepnote at 9.0 and Hex at 8.9, indicating near-parity for implementation.

- **Deepnote:** Reviewers highlight quick setup, browser-based access, and minimal configuration, making onboarding straightforward for teams.
- **Hex:** Reviewers describe the initial setup as easy and intuitive, with a clean UI and minimal configuration required to get started.



### Which product has better Dashboards?

Hex is favored for Dashboards, with reviewers consistently highlighting its dashboard flexibility and AI-powered dashboard creation.

- **Deepnote:** Dashboards are frequently cited in reviews, with strengths in collaborative dashboard creation and integration with data sources; Ease of Use score is 8.9.
- **Hex:** Dashboards are a headline feature, with reviewers praising interactive and flexible dashboards, AI agent support, and real-time updates; Ease of Use score is 8.7, and dashboard flexibility is a recurring theme in recent reviews.



| | Deepnote | Hex | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 387 | 404 | 

---
## Top Pros & Cons

### Deepnote

Pros:
- Ease of Use (117 reviews)
- Collaboration (93 reviews)

Cons:
- Slow Performance (47 reviews)
- Limited Features (21 reviews)

### Hex

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

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

---
## Ratings Comparison
| Rating | Deepnote | Hex | 
|---|---|---|
  | **Meets Requirements** | 8.6 (353 reviews) | 8.5 (310 reviews) | 
  | **Ease of Use** | 8.9 (356 reviews) | 8.7 (319 reviews) | 
  | **Ease of Setup** | 9.0 (280 reviews) | 8.9 (190 reviews) | 
  | **Ease of Admin** | 8.8 (58 reviews) | 9.0 (59 reviews) | 
  | **Quality of Support** | 8.7 (239 reviews) | 8.5 (225 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (57 reviews) | 9.1 (61 reviews) | 
  | **Product Direction (% positive)** | 9.4 (344 reviews) | 9.2 (308 reviews) | 

---
## Pricing

### Deepnote

#### Entry-Level Pricing

Plan: Free

Price: Free 1 Editors Per Month

Key Features:
- Up to 3 editors
- Up to 5 projects
- Unlimited Basic machines with 5GB RAM, 2vCPU

[Browse all 3 editions](https://www.g2.com/products/deepnote/pricing)

#### Free Trial

Yes

### 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

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **Hex** | 7.6/10 | 268 |

#### Reports

| Feature | Deepnote | Hex | 
|---|---|---|
| **Reports Interface** | 8.0 (176 reviews) | 8.3 (226 reviews) | 
| **Steps to Answer** | 7.7 (173 reviews) | 7.6 (209 reviews) | 
| **Graphs and Charts** | 7.5 (180 reviews) | 7.4 (229 reviews) | 
| **Score Cards** | 7.4 (167 reviews) | 7.2 (192 reviews) | 
| **Dashboards** | 7.6 (171 reviews) | 8.1 (221 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **Calculated Fields** | 8.2 (163 reviews) | 7.7 (203 reviews) | 
| **Data Column Filtering** | 8.4 (169 reviews) | 8.1 (207 reviews) | 
| **Data Discovery** | 8.3 (172 reviews) | 7.9 (211 reviews) | 
| **Search** | 7.7 (165 reviews) | 7.2 (204 reviews) | 
| **Collaboration / Workflow** | 8.7 (175 reviews) | 8.2 (225 reviews) | 
| **Automodeling** | 7.8 (161 reviews) | 6.1 (184 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **Predictive Analytics** | 7.7 (162 reviews) | 6.5 (185 reviews) | 
| **Data Visualization** | 8.1 (173 reviews) | 7.8 (211 reviews) | 
| **Big Data Services** | 7.8 (151 reviews) | 7.0 (191 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **Data Transformation** | 8.2 (150 reviews) | 8.0 (186 reviews) | 
| **Data Modeling** | 8.3 (149 reviews) | 7.7 (181 reviews) | 
| **WYSIWYG Report Design** | 7.7 (146 reviews) | 7.5 (175 reviews) | 
| **Integration APIs** | 8.0 (148 reviews) | 7.0 (166 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **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 | Deepnote | Hex | 
|---|---|---|
| **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 |
|---|---|---|
| **Deepnote** | 7.5/10 | 195 |
| **Hex** | 7.2/10 | 277 |

#### Reports

| Feature | Deepnote | Hex | 
|---|---|---|
| **Reports Interface** | 8.0 (176 reviews) | 8.3 (226 reviews) | 
| **Steps to Answer** | 7.7 (173 reviews) | 7.6 (209 reviews) | 
| **Graphs and Charts** | 7.5 (180 reviews) | 7.4 (229 reviews) | 
| **Score Cards** | 7.4 (167 reviews) | 7.2 (192 reviews) | 
| **Dashboards** | 7.6 (171 reviews) | 8.1 (221 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **Connectors** | 8.5 (153 reviews) | 8.0 (165 reviews) | 
| **Data Governance** | 7.6 (142 reviews) | 6.4 (33 reviews) | 

#### Data Modeling and Blending

| Feature | Deepnote | Hex | 
|---|---|---|
| **Data Querying** | 8.5 (152 reviews) | 8.7 (173 reviews) | 
| **Data Filtering** | 8.3 (149 reviews) | 8.3 (171 reviews) | 
| **Data Blending** | 8.4 (146 reviews) | 8.3 (165 reviews) | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Deepnote | Hex | 
|---|---|---|
| **AI Text Generation** | 7.0 (58 reviews) | 6.2 (98 reviews) | 
| **AI Text Summarization** | 6.8 (55 reviews) | 6.0 (93 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Deepnote | Hex | 
|---|---|---|
| **Autonomous Task Execution** | 6.5 (23 reviews) | 6.5 (34 reviews) | 
| **Multi-step Planning** | 6.3 (23 reviews) | 6.3 (29 reviews) | 
| **Cross-system Integration** | 7.1 (23 reviews) | 6.9 (32 reviews) | 
| **Adaptive Learning** | 6.2 (23 reviews) | 6.4 (28 reviews) | 
| **Natural Language Interaction** | 7.0 (22 reviews) | 7.1 (36 reviews) | 
| **Proactive Assistance** | 6.3 (22 reviews) | 6.4 (29 reviews) | 
| **Decision Making** | 6.8 (23 reviews) | 7.2 (29 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Deepnote | Hex | 
|---|---|---|
| **Calculated Fields** | 8.2 (163 reviews) | 7.7 (203 reviews) | 
| **Data Column Filtering** | 8.4 (169 reviews) | 8.1 (207 reviews) | 
| **Data Discovery** | 8.3 (172 reviews) | 7.9 (211 reviews) | 
| **Search** | 7.7 (165 reviews) | 7.2 (204 reviews) | 
| **Collaboration / Workflow** | 8.7 (175 reviews) | 8.2 (225 reviews) | 
| **Automodeling** | 7.8 (161 reviews) | 6.1 (184 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **No-code Dashboard Builder** | 7.0 (21 reviews) | 7.0 (30 reviews) | 
| **Report Scheduling and Automation** | 7.2 (21 reviews) | 7.9 (38 reviews) | 
| **Embedded Analytics and White-labeling** | 6.7 (21 reviews) | 6.9 (26 reviews) | 
| **Data Source Connectivity** | 7.7 (22 reviews) | 8.1 (39 reviews) | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Deepnote | Hex | 
|---|---|---|
| **Predictive Analytics** | 7.7 (162 reviews) | 6.5 (185 reviews) | 
| **Data Visualization** | 8.1 (173 reviews) | 7.8 (211 reviews) | 
| **Big Data Services** | 7.8 (151 reviews) | 7.0 (191 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **Large data handling and Query Speed** | 6.8 (25 reviews) | 6.4 (43 reviews) | 
| **Concurrent User Support** | 7.1 (21 reviews) | 7.1 (31 reviews) | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Deepnote | Hex | 
|---|---|---|
| **Data Modeling and Governance** | 7.3 (20 reviews) | 7.2 (30 reviews) | 
| **Notebook and Script Integration** | 7.8 (21 reviews) | 8.4 (51 reviews) | 
| **Built-in Predictive and Statistical Models** | 7.3 (20 reviews) | 6.3 (27 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Deepnote | Hex | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.1 (20 reviews) | 6.7 (29 reviews) | 
| **Natural Language Queries** | 7.4 (20 reviews) | 7.5 (35 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 7.3 (19 reviews) | 6.7 (27 reviews) | 
| **AI Agents for Analytical Follow-ups** | 6.9 (19 reviews) | 6.7 (28 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Deepnote | Hex | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.0 (19 reviews) | 6.5 (26 reviews) | 
| **Role-based Insight Personalization** | 7.0 (20 reviews) | 6.2 (26 reviews) | 
| **Conversational and Prompt-based Analytics** | 7.3 (20 reviews) | 7.2 (31 reviews) | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Deepnote | Hex | 
|---|---|---|
| **Data Transformation** | 8.2 (150 reviews) | 8.0 (186 reviews) | 
| **Data Modeling** | 8.3 (149 reviews) | 7.7 (181 reviews) | 
| **WYSIWYG Report Design** | 7.7 (146 reviews) | 7.5 (175 reviews) | 
| **Integration APIs** | 8.0 (148 reviews) | 7.0 (166 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **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 |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **Hex** | 7.7/10 | 268 |

#### Reports

| Feature | Deepnote | Hex | 
|---|---|---|
| **Reports Interface** | 8.0 (176 reviews) | 8.3 (226 reviews) | 
| **Steps to Answer** | 7.7 (173 reviews) | 7.6 (209 reviews) | 
| **Graphs and Charts** | 7.5 (180 reviews) | 7.4 (229 reviews) | 
| **Score Cards** | 7.4 (167 reviews) | 7.2 (192 reviews) | 
| **Dashboards** | 7.6 (171 reviews) | 8.1 (221 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **Calculated Fields** | 8.2 (163 reviews) | 7.7 (203 reviews) | 
| **Data Column Filtering** | 8.4 (169 reviews) | 8.1 (207 reviews) | 
| **Data Discovery** | 8.3 (172 reviews) | 7.9 (211 reviews) | 
| **Search** | 7.7 (165 reviews) | 7.2 (204 reviews) | 
| **Collaboration / Workflow** | 8.7 (175 reviews) | 8.2 (225 reviews) | 
| **Automodeling** | 7.8 (161 reviews) | 6.1 (184 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **Data Transformation** | 8.2 (150 reviews) | 8.0 (186 reviews) | 
| **Data Modeling** | 8.3 (149 reviews) | 7.7 (181 reviews) | 
| **WYSIWYG Report Design** | 7.7 (146 reviews) | 7.5 (175 reviews) | 
| **Integration APIs** | 8.0 (148 reviews) | 7.0 (166 reviews) | 
| **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 | Deepnote | Hex | 
|---|---|---|
| **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 |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **Hex** | N/A | N/A |

#### Additional Functionality

| Feature | Deepnote | Hex | 
|---|---|---|
| **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 |
|---|---|---|
| **Deepnote** | 8.3/10 | 168 |
| **Hex** | 7.8/10 | 63 |

#### AI Copilot

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

#### Generative AI

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

#### For Developers

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

#### Game Development

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

#### Deployment Management

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

#### Code Development

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

#### Code Editing

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

#### Website Development

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

#### Web/Mobile App Development

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

#### Debugging

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

#### Data Modeling

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

#### Graphical User Interface

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

#### Functionality 

| Feature | Deepnote | Hex | 
|---|---|---|
| **Ease of Use** | 9.2 (155 reviews) | 8.7 (63 reviews) | 
| **File Management** | 8.2 (147 reviews) | 6.9 (56 reviews) | 
| **Multi-Language Support** | 7.8 (134 reviews) | 7.5 (48 reviews) | 
| **Customization** | 7.5 (143 reviews) | 7.4 (54 reviews) | 
| **Straight-Out-the-Box Functionality** | 8.9 (147 reviews) | 8.8 (58 reviews) | 
| **Help Guides** | 8.1 (141 reviews) | 7.5 (57 reviews) | 
| **Patching & Updates** | 8.4 (133 reviews) | 7.9 (52 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | 7.0/10 | 194 |
| **Hex** | 5.8/10 | 110 |

#### System

| Feature | Deepnote | Hex | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (169 reviews) | 8.1 (92 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Deepnote | Hex | 
|---|---|---|
| **Language Support** | 8.3 (169 reviews) | 7.4 (90 reviews) | 
| **Drag and Drop** | Feature Not Available | 7.0 (94 reviews) | 
| **Pre-Built Algorithms** | 7.4 (166 reviews) | 5.5 (87 reviews) | 
| **Model Training** | 7.2 (171 reviews) | 5.5 (89 reviews) | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

| Feature | Deepnote | Hex | 
|---|---|---|
| **Feature Engineering** | 7.6 (156 reviews) | 5.9 (79 reviews) | 

#### Machine/Deep Learning Services

| Feature | Deepnote | Hex | 
|---|---|---|
| **Computer Vision** | 6.5 (160 reviews) | 4.4 (81 reviews) | 
| **Natural Language Processing** | 7.1 (160 reviews) | 5.1 (84 reviews) | 
| **Natural Language Generation** | 6.9 (154 reviews) | 4.8 (82 reviews) | 
| **Artificial Neural Networks** | 7.0 (157 reviews) | 4.5 (80 reviews) | 

#### Machine/Deep Learning Services

| Feature | Deepnote | Hex | 
|---|---|---|
| **Natural Language Understanding** | 7.2 (147 reviews) | 5.1 (69 reviews) | 
| **Deep Learning** | 7.5 (149 reviews) | 5.0 (70 reviews) | 

#### Deployment

| Feature | Deepnote | Hex | 
|---|---|---|
| **Managed Service** | 8.0 (162 reviews) | 6.9 (85 reviews) | 
| **Application** | 7.9 (166 reviews) | 7.0 (84 reviews) | 
| **Scalability** | 7.8 (162 reviews) | 6.7 (85 reviews) | 

#### Additional Functionality

| Feature | Deepnote | Hex | 
|---|---|---|
| **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 | Deepnote | Hex | 
|---|---|---|
| **AI Text Generation** | 7.2 (54 reviews) | 5.7 (40 reviews) | 
| **AI Text Summarization** | 7.0 (52 reviews) | 5.7 (40 reviews) | 
| **AI Text-to-Image** | 6.3 (51 reviews) | 4.3 (40 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

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

| Feature | Deepnote | Hex | 
|---|---|---|
| **Autonomous Task Execution** | 5.5 (18 reviews) | 5.3 (10 reviews) | 
| **Multi-step Planning** | 6.0 (17 reviews) | 5.7 (10 reviews) | 
| **Cross-system Integration** | 6.5 (18 reviews) | 7.0 (10 reviews) | 
| **Adaptive Learning** | 5.7 (16 reviews) | 4.7 (10 reviews) | 
| **Natural Language Interaction** | 5.9 (17 reviews) | 6.1 (11 reviews) | 
| **Proactive Assistance** | 5.7 (16 reviews) | 5.8 (10 reviews) | 
| **Decision Making** | 7.0 (16 reviews) | 5.7 (10 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

### Agentic Analytics

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

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Deepnote | Hex | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

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

---
## Categories
**Shared Categories (3):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


**Unique to Hex (2):** [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)


---
## Reviewer Demographics

### By Company Size

| Segment | Deepnote | Hex | 
|---|---|---|
| **Small-Business** | 67.6% | 24.9% | 
| **Mid-Market** | 25.0% | 59.8% | 
| **Enterprise** | 7.4% | 15.4% | 

### By Industry

#### Deepnote

- **Computer Software:** 17.4%
- **Higher Education:** 12.1%
- **Information Technology and Services:** 11.3%
- **Financial Services:** 8.7%
- **Research:** 4.2%
- **Marketing and Advertising:** 3.4%
- **Retail:** 3.4%
- **E-Learning:** 2.4%
- **Logistics and Supply Chain:** 1.8%
- **Consulting:** 1.6%
- **Other:** 33.7%

#### 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%

---
## Alternatives

### Alternatives to Deepnote

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- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (897 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1660 reviews)
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### Alternatives to Hex

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (4225 reviews)
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- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (340 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1660 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 (1373 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (577 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)

---
## Top Discussions

### Deepnote

- Title: [Is Deepnote good?](https://www.g2.com/discussions/is-deepnote-good) — 1 comment
  > **Top comment:** "Yes"
- Title: [Is Deepnote better than Colab?](https://www.g2.com/discussions/is-deepnote-better-than-colab) — 1 comment
  > **Top comment:** "yeah, especially if you use SQL much better"

### Hex

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/deepnote-vs-hex-tech-hex)