# Hex vs The Jupyter Notebook Comparison
---
## AI Generated Summary
- **G2 reviewers report** that The Jupyter Notebook excels in providing an interactive experience, allowing users to execute code cell-by-cell. This feature is particularly beneficial for rapid prototyping and immediate feedback, making it a favorite for data analysis and machine learning tasks.
- **Users say** that Hex stands out with its recent AI capabilities, which enhance productivity significantly. The autocomplete features for SQL queries and the data schema explorer are highlighted as tools that streamline the workflow, especially for those new to SQL.
- **According to verified reviews** , The Jupyter Notebook is praised for its clean interface and effectiveness in combining code, visualizations, and explanations in a single notebook. This makes it ideal for learning and iterative development, appealing to both beginners and experienced users.
- **Reviewers mention** that while Hex offers a robust set of integrations and AI tools, some users find it slightly less intuitive compared to The Jupyter Notebook. The learning curve can be a challenge for those unfamiliar with its features, despite its powerful capabilities.
- **G2 reviewers highlight** that The Jupyter Notebook has a strong community and extensive documentation, which aids in user support and troubleshooting. This aspect is crucial for users who may need guidance as they navigate their projects.
- **Users report** that while Hex provides good support, The Jupyter Notebook has a slight edge in user satisfaction regarding overall product direction and partnership in business, with many users feeling it aligns well with their development needs.



---
## Frequently Asked Questions

### What is the difference between The Jupyter Notebook vs Hex?

The Jupyter Notebook stands out for its higher G2 rating and beginner-friendly setup, while Hex is favored for its collaborative analytics and modern interface.

| [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) | [Hex](https://www.g2.com/products/hex-tech-hex/reviews) |
| --- | --- |
| 4.6/5 (254 reviews) | 4.5/5 (404 reviews) |
| Mid-Market | Enterprise |
| 9.2 | 8.9 |
| 8.4 | 8.5 |
| Ease of Use (7 all-time mentions) | Ease of Use (114 all-time mentions) |



### How do the pricing models of The Jupyter Notebook and Hex compare?

Reviewers consider The Jupyter Notebook the stronger value, as reflected in its higher satisfaction with price and cost-related dimensions.

- **The Jupyter Notebook:** In recent reviews, users highlight its zero-cost, open-source model as a major advantage for students and startups.
- **Hex:** Recent reviewers note that pricing tiers and per-user costs can be expensive for smaller teams or startups, with 7 all-time mentions of pricing issues.



### What are the best alternatives to The Jupyter Notebook and Hex?

The top 3 alternatives to The Jupyter Notebook and Hex are Tableau, Eclipse, and PyCharm.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) | 4.6/5 (254 reviews) | Mid-Market | Zero-cost, open source | Ease of Use (7 all-time mentions) |
| [Hex](https://www.g2.com/products/hex-tech-hex/reviews) | 4.5/5 (404 reviews) | Enterprise | Pricing tiers can be expensive for small teams | Ease of Use (114 all-time mentions) |
| [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3,787 reviews) | Enterprise | — | Data Visualization |
| [Eclipse](https://www.g2.com/products/eclipse/reviews) | 4.3/5 (3,221 reviews) | Enterprise | — | Extensibility |
| [PyCharm](https://www.g2.com/products/pycharm/reviews) | 4.6/5 (787 reviews) | Small-Business | — | Advanced Python Development |



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

Buyers should prioritize Ease of Use, Data Visualization, Collaboration, Integration Capabilities, and Performance when comparing The Jupyter Notebook and Hex.

- **Ease of Use:** The Jupyter Notebook (7 all-time mentions), Hex (114 all-time mentions)
- **Data Visualization:** The Jupyter Notebook (6 all-time mentions), Hex (visualization and dashboards cited in recent reviews)
- **Collaboration:** Hex is frequently cited for real-time collaboration and team features in recent reviews; The Jupyter Notebook is noted for solo work and lacks real-time co-editing.
- **Integration Capabilities:** Hex integrates with Snowflake (52 all-time mentions), Looker (23), and Slack (20); The Jupyter Notebook integrates with GitHub (5 all-time mentions).
- **Performance:** Both products receive reviewer feedback on performance, with The Jupyter Notebook noted for lag on large datasets and Hex for slower execution on resource-intensive notebooks.



### What are the pros and cons of The Jupyter Notebook vs Hex?

The Jupyter Notebook's headline strength is its beginner-friendly, interactive environment, while Hex excels in collaborative analytics and integration flexibility.

- **The Jupyter Notebook strengths:** Ease of Use (7 all-time mentions), Data Visualization (6), Data Analysis (5), Flexibility (3), Free Services (2), Python Support (3)
- **The Jupyter Notebook trade-offs:** File Management (3), Large Data Management (3), Version Control and Collaboration Challenges, Performance lag on large datasets, Limited debugging and IDE features
- **Hex strengths:** Ease of Use (114 all-time mentions), Data Analysis (55), Useful (55), Intuitive (48), Time-Saving (35), Real-time collaboration, Integration with cloud data warehouses
- **Hex trade-offs:** Missing Features (39), Learning Curve (16), Poor Organization (14), Pricing Issues (7), Performance lag on large-scale analyses, Some advanced features only on higher-tier plans



### Is The Jupyter Notebook or Hex better for small businesses?

PyCharm is the top alternative with the strongest small-business fit, but between The Jupyter Notebook and Hex, The Jupyter Notebook is better suited for small businesses.

- **The Jupyter Notebook:** Largest reviewer segment is Mid-Market, but recent reviews highlight its zero-cost, open-source model as highly accessible for students and startups.
- **Hex:** Largest reviewer segment is Enterprise, and recent reviews note that pricing can be a barrier for smaller teams or startups.



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

Hex is favored by reviewers for integrations, especially with cloud data warehouses and collaboration tools.

- **The Jupyter Notebook:** Integrates with GitHub (5 all-time mentions).
- **Hex:** Integrates with Snowflake (52 all-time mentions), Looker (23), and Slack (20).



### How do The Jupyter Notebook and Hex compare on customer support?

The Jupyter Notebook and Hex are at parity on Quality of Support, with scores of 8.4 and 8.5 respectively, below the materiality threshold.

- **The Jupyter Notebook:** Reviewers describe support as generally responsive, with some noting helpful community resources and documentation.
- **Hex:** Reviewers mention timely support and active product development, with several highlighting the responsiveness of the product team to feature requests.



### Which is easier to implement, The Jupyter Notebook or Hex?

The Jupyter Notebook and Hex are at parity on Ease of Setup, with scores of 9.2 and 8.9 respectively, below the materiality threshold.

- **The Jupyter Notebook:** Reviewers consistently cite easy setup and beginner-friendly onboarding, with a 9.2 Ease of Setup score.
- **Hex:** Reviewers note a straightforward initial setup and intuitive onboarding, with a 8.9 Ease of Setup score.



### Which product has better Dashboards?

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

- **The Jupyter Notebook:** Dashboards are supported through code and visualization libraries, with 6 all-time mentions for Data Visualization and a Meets Requirements score of 8.9.
- **Hex:** Dashboards are a core feature, frequently cited in recent reviews for their interactivity and customization, with a Meets Requirements score of 8.5 and numerous mentions of dashboard flexibility and AI-powered creation.



| | Hex | The Jupyter Notebook | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 404 | 255 | 

---
## Top Pros & Cons

### Hex

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

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

### The Jupyter Notebook

Pros:
- Data Visualization (6 reviews)
- Ease of Use (6 reviews)

Cons:
- Complex Setup (2 reviews)
- Difficult Management (2 reviews)

---
## Ratings Comparison
| Rating | Hex | The Jupyter Notebook | 
|---|---|---|
  | **Meets Requirements** | 8.5 (310 reviews) | 8.9 (209 reviews) | 
  | **Ease of Use** | 8.7 (319 reviews) | 9.1 (210 reviews) | 
  | **Ease of Setup** | 8.9 (190 reviews) | 9.2 (50 reviews) | 
  | **Ease of Admin** | 9.0 (59 reviews) | 8.7 (29 reviews) | 
  | **Quality of Support** | 8.5 (225 reviews) | 8.4 (174 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (61 reviews) | 9.4 (23 reviews) | 
  | **Product Direction (% positive)** | 9.2 (308 reviews) | 9.1 (197 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

### The Jupyter Notebook

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Hex** | 7.6/10 | 268 |
| **The Jupyter Notebook** | N/A | N/A |

#### Reports

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Reports Interface** | 8.3 (226 reviews) | Not enough data | 
| **Steps to Answer** | 7.6 (209 reviews) | Not enough data | 
| **Graphs and Charts** | 7.4 (229 reviews) | Not enough data | 
| **Score Cards** | 7.2 (192 reviews) | Not enough data | 
| **Dashboards** | 8.1 (221 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Calculated Fields** | 7.7 (203 reviews) | Not enough data | 
| **Data Column Filtering** | 8.1 (207 reviews) | Not enough data | 
| **Data Discovery** | 7.9 (211 reviews) | Not enough data | 
| **Search** | 7.2 (204 reviews) | Not enough data | 
| **Collaboration / Workflow** | 8.2 (225 reviews) | Not enough data | 
| **Automodeling** | 6.1 (184 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Predictive Analytics** | 6.5 (185 reviews) | Not enough data | 
| **Data Visualization** | 7.8 (211 reviews) | Not enough data | 
| **Big Data Services** | 7.0 (191 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Data Transformation** | 8.0 (186 reviews) | Not enough data | 
| **Data Modeling** | 7.7 (181 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (175 reviews) | Not enough data | 
| **Integration APIs** | 7.0 (166 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 |
| **The Jupyter Notebook** | N/A | N/A |

#### Reports

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Reports Interface** | 8.3 (226 reviews) | Not enough data | 
| **Steps to Answer** | 7.6 (209 reviews) | Not enough data | 
| **Graphs and Charts** | 7.4 (229 reviews) | Not enough data | 
| **Score Cards** | 7.2 (192 reviews) | Not enough data | 
| **Dashboards** | 8.1 (221 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Connectors** | 8.0 (165 reviews) | Not enough data | 
| **Data Governance** | 6.4 (33 reviews) | Not enough data | 

#### Data Modeling and Blending

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Data Querying** | 8.7 (173 reviews) | Not enough data | 
| **Data Filtering** | 8.3 (171 reviews) | Not enough data | 
| **Data Blending** | 8.3 (165 reviews) | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **AI Text Generation** | 6.2 (98 reviews) | Not enough data | 
| **AI Text Summarization** | 6.0 (93 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **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) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Calculated Fields** | 7.7 (203 reviews) | Not enough data | 
| **Data Column Filtering** | 8.1 (207 reviews) | Not enough data | 
| **Data Discovery** | 7.9 (211 reviews) | Not enough data | 
| **Search** | 7.2 (204 reviews) | Not enough data | 
| **Collaboration / Workflow** | 8.2 (225 reviews) | Not enough data | 
| **Automodeling** | 6.1 (184 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **No-code Dashboard Builder** | 7.0 (30 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 7.9 (38 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 6.9 (26 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.1 (39 reviews) | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Predictive Analytics** | 6.5 (185 reviews) | Not enough data | 
| **Data Visualization** | 7.8 (211 reviews) | Not enough data | 
| **Big Data Services** | 7.0 (191 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Large data handling and Query Speed** | 6.4 (43 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 6.7 (29 reviews) | Not enough data | 
| **Natural Language Queries** | 7.5 (35 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Data Transformation** | 8.0 (186 reviews) | Not enough data | 
| **Data Modeling** | 7.7 (181 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (175 reviews) | Not enough data | 
| **Integration APIs** | 7.0 (166 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 |
| **The Jupyter Notebook** | N/A | N/A |

#### Reports

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Reports Interface** | 8.3 (226 reviews) | Not enough data | 
| **Steps to Answer** | 7.6 (209 reviews) | Not enough data | 
| **Graphs and Charts** | 7.4 (229 reviews) | Not enough data | 
| **Score Cards** | 7.2 (192 reviews) | Not enough data | 
| **Dashboards** | 8.1 (221 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Calculated Fields** | 7.7 (203 reviews) | Not enough data | 
| **Data Column Filtering** | 8.1 (207 reviews) | Not enough data | 
| **Data Discovery** | 7.9 (211 reviews) | Not enough data | 
| **Search** | 7.2 (204 reviews) | Not enough data | 
| **Collaboration / Workflow** | 8.2 (225 reviews) | Not enough data | 
| **Automodeling** | 6.1 (184 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Data Transformation** | 8.0 (186 reviews) | Not enough data | 
| **Data Modeling** | 7.7 (181 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (175 reviews) | Not enough data | 
| **Integration APIs** | 7.0 (166 reviews) | Not enough data | 
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 |
| **The Jupyter Notebook** | N/A | N/A |

#### Additional Functionality

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **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 |
| **The Jupyter Notebook** | 8.3/10 | 172 |

#### AI Copilot

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 

#### For Developers

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **For Developers** | Not enough data | Not enough data | 

#### Game Development

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Game Development** | Not enough data | Not enough data | 

#### Deployment Management

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Deployment Management** | Not enough data | Not enough data | 

#### Code Development

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Code Development** | Not enough data | Not enough data | 

#### Code Editing

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Code Editing** | Not enough data | Not enough data | 

#### Website Development

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Website Development** | Not enough data | Not enough data | 

#### Web/Mobile App Development

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Web/Mobile App Development** | Not enough data | Not enough data | 

#### Debugging

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Debugging** | Not enough data | Not enough data | 

#### Data Modeling

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Data Modeling** | Not enough data | Not enough data | 

#### Graphical User Interface

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Graphical User Interface** | Not enough data | Not enough data | 

#### Functionality 

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Ease of Use** | 8.7 (63 reviews) | 9.0 (152 reviews) | 
| **File Management** | 6.9 (56 reviews) | 8.4 (148 reviews) | 
| **Multi-Language Support** | 7.5 (48 reviews) | 7.5 (119 reviews) | 
| **Customization** | 7.4 (54 reviews) | 7.9 (143 reviews) | 
| **Straight-Out-the-Box Functionality** | 8.8 (58 reviews) | 8.4 (140 reviews) | 
| **Help Guides** | 7.5 (57 reviews) | 8.3 (140 reviews) | 
| **Patching & Updates** | 7.9 (52 reviews) | 8.3 (132 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Hex** | 5.8/10 | 110 |
| **The Jupyter Notebook** | N/A | N/A |

#### System

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

#### Model Development

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Feature Engineering** | 5.9 (79 reviews) | Not enough data | 

#### Machine/Deep Learning Services

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

#### Deployment

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Hex** | N/A | N/A |
| **The Jupyter Notebook** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Hex** | N/A | N/A |
| **The Jupyter Notebook** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Hex | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **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 | The Jupyter Notebook | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide)

**Unique to Hex (4):** [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)

**Unique to The Jupyter Notebook (1):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)


---
## Reviewer Demographics

### By Company Size

| Segment | Hex | The Jupyter Notebook | 
|---|---|---|
| **Small-Business** | 24.9% | 34.0% | 
| **Mid-Market** | 59.8% | 28.6% | 
| **Enterprise** | 15.4% | 37.4% | 

### 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%

#### The Jupyter Notebook

- **Information Technology and Services:** 20.2%
- **Computer Software:** 20.2%
- **Higher Education:** 8.0%
- **Education Management:** 6.7%
- **Research:** 3.4%
- **Program Development:** 2.9%
- **Financial Services:** 2.5%
- **Internet:** 2.1%
- **Information Services:** 2.1%
- **Oil & Energy:** 2.1%
- **Other:** 29.8%

---
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---
## Top Discussions

### Hex

No discussions available for this product.

### The Jupyter Notebook

- Title: [What is The Jupyter Notebook used for?](https://www.g2.com/discussions/what-is-the-jupyter-notebook-used-for) — 1 comment
  > **Top comment:** "a pythone ide environment"
- Title: [Why is Jupyter notebook so popular?](https://www.g2.com/discussions/why-is-jupyter-notebook-so-popular) — 1 comment, 1 upvote
  > **Top comment:** "Gives more flexibility versus Excel and makes you comfortable with access to big data."
- Title: [What is a Jupyter notebook checkpoint?](https://www.g2.com/discussions/what-is-a-jupyter-notebook-checkpoint) — 1 comment
  > **Top comment:** "Recovery: If your Jupyter notebook crashes or if you accidentally close the browser tab, you can recover your work from the most recent..."
- Title: [What is the use of Jupyter notebooks?](https://www.g2.com/discussions/what-is-the-use-of-jupyter-notebooks) — 1 comment, 1 upvote
  > **Top comment:** "Writing and editing Python code.
Using some extensions such as Jovian, you can share your code easily with friends.
The markdown feature makes it possible..."
- Title: [What are the features of Jupyter notebook?](https://www.g2.com/discussions/what-are-the-features-of-jupyter-notebook) — 1 comment
  > **Top comment:** "1.Code cells for writing and editing code.
2.Markdown cell for writing comments and/or code functions.
3.Raw Jupyter NBConvert cells.
4.A support for..."

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