# Deepnote, PyCharm vs Looker Comparison

| | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 382 | 778 | 1,642 | 
| **Largest Market Segment** | Small-Business (68.4% of reviews) | Small-Business (41.0% of reviews) | Mid-Market (60.7% of reviews) | 
| **Entry Level Price** | Free 1 Editors Per Month | $10.90 Per Month | No pricing available | 

---
## Top Pros & Cons

### Deepnote

Pros:
- Ease of Use (170 reviews)
- Collaboration (120 reviews)

Cons:
- Slow Performance (61 reviews)
- Limited Features (32 reviews)

### PyCharm

Pros:
- Ease of Use (18 reviews)
- Features (15 reviews)

Cons:
- High System Requirements (5 reviews)
- Limited Features (5 reviews)

### Looker

Pros:
- Ease of Use (126 reviews)
- Insights (75 reviews)

Cons:
- Learning Curve (58 reviews)
- Learning Difficulty (42 reviews)

---
## Ratings Comparison
| Rating | Deepnote | PyCharm | Looker | 
|---|---|---|---|
  | **Meets Requirements** | 8.6 (347 reviews) | 9.2 (660 reviews) | 8.7 (1127 reviews) | 
  | **Ease of Use** | 8.9 (350 reviews) | 8.9 (663 reviews) | 8.3 (1133 reviews) | 
  | **Ease of Setup** | 9.0 (274 reviews) | 8.9 (105 reviews) | 8.3 (609 reviews) | 
  | **Ease of Admin** | 8.8 (57 reviews) | 8.6 (64 reviews) | 8.3 (430 reviews) | 
  | **Quality of Support** | 8.7 (237 reviews) | 8.7 (549 reviews) | 8.6 (962 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (56 reviews) | 9.0 (52 reviews) | 8.9 (408 reviews) | 
  | **Product Direction (% positive)** | 9.4 (341 reviews) | 9.3 (630 reviews) | 8.7 (1055 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

### PyCharm

#### Entry-Level Pricing

Plan: For Individuals

Price: $10.90 Per Month

Key Features:
- PyCharm’s advanced tools and integrations
- AI-assisted coding for enhanced productivity

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

#### Free Trial

Yes

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **PyCharm** | N/A | N/A |
| **Looker** | 8.3/10 | 779 |

#### Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.0 (176 reviews) | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | 7.7 (173 reviews) | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 7.5 (180 reviews) | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | 7.4 (167 reviews) | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | 7.6 (171 reviews) | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Self Service 

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (163 reviews) | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.4 (169 reviews) | Not enough data | 8.6 (647 reviews) ✓ Verified | 
| **Data Discovery** | 8.3 (172 reviews) | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | 7.7 (165 reviews) | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.7 (175 reviews) | Not enough data | 8.4 (593 reviews) ✓ Verified | 
| **Automodeling** | 7.8 (161 reviews) | Not enough data | 7.7 (502 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Predictive Analytics** | 7.7 (162 reviews) | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | 8.1 (173 reviews) | Not enough data | 8.4 (644 reviews) ✓ Verified | 
| **Big Data Services** | 7.8 (151 reviews) | Not enough data | 8.0 (517 reviews) ✓ Verified | 

#### Building Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Data Transformation** | 8.2 (150 reviews) | Not enough data | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (149 reviews) | Not enough data | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.7 (146 reviews) | Not enough data | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | 8.0 (148 reviews) | Not enough data | 8.1 (332 reviews) ✓ Verified | 

#### Platform

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

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **PyCharm** | N/A | N/A |
| **Looker** | 8.2/10 | 745 |

#### Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.0 (176 reviews) | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | 7.7 (173 reviews) | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 7.5 (180 reviews) | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | 7.4 (167 reviews) | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | 7.6 (171 reviews) | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.5 (111 reviews) | 
| **Share Reports** | Not enough data | Not enough data | 8.5 (108 reviews) | 
| **Steps to Answer** | Not enough data | Not enough data | 8.0 (103 reviews) | 

#### Generative AI

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.0 (100 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.1 (100 reviews) | 

#### Visualization

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Graphs and Charts** | Not enough data | Not enough data | 8.5 (116 reviews) | 
| **Score Cards** | Not enough data | Not enough data | 8.4 (111 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.7 (116 reviews) | 
| **Formats** | Not enough data | Not enough data | 8.3 (109 reviews) | 

#### Data Updates

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.1 (107 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 8.3 (107 reviews) | 

#### Collaboration

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Sharing** | Not enough data | Not enough data | 8.4 (109 reviews) | 
| **Co-Editing** | Not enough data | Not enough data | 8.0 (106 reviews) | 
| **Devices** | Not enough data | Not enough data | 8.0 (102 reviews) | 

#### Data Updates

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 7.8 (137 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 8.1 (142 reviews) | 
| **Email Reports** | Not enough data | Not enough data | 8.5 (144 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | 7.5/10 | 195 |
| **PyCharm** | N/A | N/A |
| **Looker** | 7.9/10 | 801 |

#### Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.0 (176 reviews) | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | 7.7 (173 reviews) | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 7.5 (180 reviews) | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | 7.4 (167 reviews) | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | 7.6 (171 reviews) | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Connectors** | 8.5 (153 reviews) | Not enough data | 8.3 (293 reviews) ✓ Verified | 
| **Data Governance** | 7.6 (142 reviews) | Not enough data | 8.3 (264 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Data Querying** | 8.5 (152 reviews) | Not enough data | 8.5 (313 reviews) ✓ Verified | 
| **Data Filtering** | 8.3 (149 reviews) | Not enough data | 8.7 (334 reviews) ✓ Verified | 
| **Data Blending** | 8.4 (146 reviews) | Not enough data | 8.4 (310 reviews) ✓ Verified | 

#### Generative AI

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **AI Text Generation** | 7.0 (58 reviews) | Not enough data | 7.1 (88 reviews) | 
| **AI Text Summarization** | 6.8 (55 reviews) | Not enough data | 7.1 (86 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | 6.5 (23 reviews) | Not enough data | 7.2 (40 reviews) | 
| **Multi-step Planning** | 6.3 (23 reviews) | Not enough data | 7.4 (39 reviews) | 
| **Cross-system Integration** | 7.1 (23 reviews) | Not enough data | 7.3 (40 reviews) | 
| **Adaptive Learning** | 6.2 (23 reviews) | Not enough data | 7.1 (40 reviews) | 
| **Natural Language Interaction** | 7.0 (22 reviews) | Not enough data | 7.3 (40 reviews) | 
| **Proactive Assistance** | 6.3 (22 reviews) | Not enough data | 7.4 (39 reviews) | 
| **Decision Making** | 6.8 (23 reviews) | Not enough data | 7.7 (39 reviews) | 

#### Self Service 

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (163 reviews) | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.4 (169 reviews) | Not enough data | 8.6 (647 reviews) ✓ Verified | 
| **Data Discovery** | 8.3 (172 reviews) | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | 7.7 (165 reviews) | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.7 (175 reviews) | Not enough data | 8.4 (593 reviews) ✓ Verified | 
| **Automodeling** | 7.8 (161 reviews) | Not enough data | 7.7 (502 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **No-code Dashboard Builder** | 7.0 (21 reviews) | Not enough data | 8.1 (40 reviews) | 
| **Report Scheduling and Automation** | 7.2 (21 reviews) | Not enough data | 8.4 (43 reviews) | 
| **Embedded Analytics and White-labeling** | 6.7 (21 reviews) | Not enough data | 7.7 (35 reviews) | 
| **Data Source Connectivity** | 7.7 (22 reviews) | Not enough data | 8.3 (50 reviews) | 

#### Advanced Analytics

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Predictive Analytics** | 7.7 (162 reviews) | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | 8.1 (173 reviews) | Not enough data | 8.4 (644 reviews) ✓ Verified | 
| **Big Data Services** | 7.8 (151 reviews) | Not enough data | 8.0 (517 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Large data handling and Query Speed** | 6.8 (25 reviews) | Not enough data | 7.2 (55 reviews) | 
| **Concurrent User Support** | 7.1 (21 reviews) | Not enough data | 8.0 (36 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Data Modeling and Governance** | 7.3 (20 reviews) | Not enough data | 8.2 (44 reviews) | 
| **Notebook and Script Integration** | 7.8 (21 reviews) | Not enough data | 7.1 (34 reviews) | 
| **Built-in Predictive and Statistical Models** | 7.3 (20 reviews) | Not enough data | 7.3 (35 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.1 (20 reviews) | Not enough data | 7.1 (34 reviews) | 
| **Natural Language Queries** | 7.4 (20 reviews) | Not enough data | 7.5 (36 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 7.3 (19 reviews) | Not enough data | 7.6 (34 reviews) | 
| **AI Agents for Analytical Follow-ups** | 6.9 (19 reviews) | Not enough data | 7.3 (34 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.0 (19 reviews) | Not enough data | 7.6 (35 reviews) | 
| **Role-based Insight Personalization** | 7.0 (20 reviews) | Not enough data | 7.3 (36 reviews) | 
| **Conversational and Prompt-based Analytics** | 7.3 (20 reviews) | Not enough data | 7.6 (35 reviews) | 

#### Building Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Data Transformation** | 8.2 (150 reviews) | Not enough data | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (149 reviews) | Not enough data | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.7 (146 reviews) | Not enough data | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | 8.0 (148 reviews) | Not enough data | 8.1 (332 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **PyCharm** | N/A | N/A |
| **Looker** | 8.4/10 | 771 |

#### Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Reports Interface** | 8.0 (176 reviews) | Not enough data | 8.6 (679 reviews) ✓ Verified | 
| **Steps to Answer** | 7.7 (173 reviews) | Not enough data | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | 7.5 (180 reviews) | Not enough data | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | 7.4 (167 reviews) | Not enough data | 8.3 (530 reviews) ✓ Verified | 
| **Dashboards** | 7.6 (171 reviews) | Not enough data | 8.7 (675 reviews) ✓ Verified | 

#### Self Service 

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Calculated Fields** | 8.2 (163 reviews) | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.4 (169 reviews) | Not enough data | 8.6 (647 reviews) ✓ Verified | 
| **Data Discovery** | 8.3 (172 reviews) | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | 7.7 (165 reviews) | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.7 (175 reviews) | Not enough data | 8.4 (593 reviews) ✓ Verified | 
| **Automodeling** | 7.8 (161 reviews) | Not enough data | 7.7 (502 reviews) ✓ Verified | 

#### Building Reports

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Data Transformation** | 8.2 (150 reviews) | Not enough data | 8.3 (386 reviews) ✓ Verified | 
| **Data Modeling** | 8.3 (149 reviews) | Not enough data | 8.3 (403 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.7 (146 reviews) | Not enough data | 8.0 (357 reviews) ✓ Verified | 
| **Integration APIs** | 8.0 (148 reviews) | Not enough data | 8.1 (332 reviews) ✓ Verified | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **PyCharm** | N/A | N/A |
| **Looker** | 8.4/10 | 324 |

#### Metrics

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Sessions - Digital Analytics** | Not enough data | Not enough data | 8.8 (238 reviews) | 
| **Engagement** | Not enough data | Not enough data | 8.7 (238 reviews) | 
| **Entry and Exit Pages** | Not enough data | Not enough data | 8.4 (224 reviews) | 
| **Standard Event Tracking** | Not enough data | Not enough data | 8.3 (226 reviews) | 
| **Custom Event Tracking** | Not enough data | Not enough data | 8.4 (215 reviews) | 
| **Retention** | Not enough data | Not enough data | 8.3 (224 reviews) | 
| **Return** | Not enough data | Not enough data | 8.4 (219 reviews) | 
| **Conversions** | Not enough data | Not enough data | 8.5 (230 reviews) | 
| **Funnels** | Not enough data | Not enough data | 8.3 (223 reviews) | 

#### Reporting

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Real-Time Reporting** | Not enough data | Not enough data | 8.4 (242 reviews) | 
| **Trending** | Not enough data | Not enough data | Feature Not Available | 
| **Retroactive Reporting** | Not enough data | Not enough data | 8.6 (242 reviews) | 
| **Segmentation** | Not enough data | Not enough data | 8.5 (245 reviews) | 
| **Mobile Reporting** | Not enough data | Not enough data | 8.1 (199 reviews) | 
| **Unification Across Devices** | Not enough data | Not enough data | 8.4 (205 reviews) | 
| **Custom Reports and Dashboards** | Not enough data | Not enough data | 9.0 (254 reviews) | 

#### Other

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **User Data** | Not enough data | Not enough data | 8.7 (226 reviews) | 
| **Site Search Reporting** | Not enough data | Not enough data | 8.6 (209 reviews) | 
| **Load Time Monitoring** | Not enough data | Not enough data | 8.4 (201 reviews) | 
| **Campaign Tracking** | Not enough data | Not enough data | 8.7 (215 reviews) | 
| **E-Commerce** | Not enough data | Not enough data | 8.7 (207 reviews) | 
| **Promotional Messages** | Not enough data | Not enough data | 8.2 (179 reviews) | 
| **Administration Alerts** | Not enough data | Not enough data | 8.3 (191 reviews) | 

#### Agentic AI - Digital Analytics

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.4 (15 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.8 (15 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.8 (16 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.9 (16 reviews) | 

#### Administration

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 8.4 (218 reviews) | 
| **QA Testing** | Not enough data | Not enough data | 8.3 (193 reviews) | 
| **Performance and Reliability** | Not enough data | Not enough data | 8.5 (245 reviews) | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 8.6 (239 reviews) | 

### Python Integrated Development Environments (IDE)

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | 8.3/10 | 163 |
| **PyCharm** | 8.7/10 | 423 |
| **Looker** | N/A | N/A |

#### Functionality 

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Ease of Use** | 9.2 (152 reviews) | 9.1 (391 reviews) | Not enough data | 
| **File Management** | 8.3 (144 reviews) | 8.9 (380 reviews) | Not enough data | 
| **Multi-Language Support** | 7.8 (134 reviews) | 7.9 (302 reviews) | Not enough data | 
| **Customization** | 7.5 (143 reviews) | 8.7 (366 reviews) | Not enough data | 
| **Straight-Out-the-Box Functionality** | 8.9 (145 reviews) | 8.8 (364 reviews) | Not enough data | 
| **Help Guides** | 8.1 (141 reviews) | 8.6 (355 reviews) | Not enough data | 
| **Patching & Updates** | 8.4 (133 reviews) | 8.8 (364 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | 7.0/10 | 193 |
| **PyCharm** | N/A | N/A |
| **Looker** | N/A | N/A |

#### System

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (169 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Language Support** | 8.3 (168 reviews) | Not enough data | Not enough data | 
| **Drag and Drop** | Feature Not Available | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | 7.4 (166 reviews) | Not enough data | Not enough data | 
| **Model Training** | 7.2 (171 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Feature Engineering** | 7.6 (156 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Computer Vision** | 6.5 (160 reviews) | Not enough data | Not enough data | 
| **Natural Language Processing** | 7.1 (160 reviews) | Not enough data | Not enough data | 
| **Natural Language Generation** | 6.9 (154 reviews) | Not enough data | Not enough data | 
| **Artificial Neural Networks** | 7.0 (157 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Natural Language Understanding** | 7.2 (147 reviews) | Not enough data | Not enough data | 
| **Deep Learning** | 7.5 (149 reviews) | Not enough data | Not enough data | 

#### Deployment

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Managed Service** | 8.0 (162 reviews) | Not enough data | Not enough data | 
| **Application** | 7.9 (166 reviews) | Not enough data | Not enough data | 
| **Scalability** | 7.8 (162 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **AI Text Generation** | 7.2 (54 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 7.0 (52 reviews) | Not enough data | Not enough data | 
| **AI Text-to-Image** | 6.3 (51 reviews) | Not enough data | Not enough data | 

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

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | 5.5 (18 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 6.0 (17 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 6.5 (18 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 5.7 (16 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 5.9 (17 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 5.7 (16 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.0 (16 reviews) | Not enough data | Not enough data | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **PyCharm** | N/A | N/A |
| **Looker** | 8.1/10 | 260 |

#### Agentic AI - Sales Analytics

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.0 (11 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.6 (11 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 6.7 (11 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.4 (12 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.3 (11 reviews) | 

#### Data Sourcing

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Data Sourcing** | Not enough data | Not enough data | 8.8 (203 reviews) | 
| **Exporting & Sharing Data** | Not enough data | Not enough data | 8.8 (221 reviews) | 
| **Multi-Device Data Visualization** | Not enough data | Not enough data | 8.6 (188 reviews) | 
| **Interactive Dashboards** | Not enough data | Not enough data | 8.8 (225 reviews) | 
| **Data Segmentation** | Not enough data | Not enough data | 8.7 (209 reviews) | 

#### Predictive Analytics

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Lead Scoring** | Not enough data | Not enough data | 8.3 (153 reviews) | 
| **Opportunity Scoring** | Not enough data | Not enough data | 8.2 (149 reviews) | 
| **Risk Analysis** | Not enough data | Not enough data | 8.2 (147 reviews) | 
| **Live Forecasting** | Not enough data | Not enough data | 8.0 (164 reviews) | 

#### Sales Management

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Live Pipeline Management** | Not enough data | Not enough data | 8.4 (161 reviews) | 
| **Sales Gamification** | Not enough data | Not enough data | 8.2 (140 reviews) | 
| **Account-Based Analytics** | Not enough data | Not enough data | 8.6 (170 reviews) | 
| **Activity Tracking** | Not enough data | Not enough data | 8.7 (168 reviews) | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Deepnote** | N/A | N/A |
| **PyCharm** | N/A | N/A |
| **Looker** | 8.2/10 | 311 |

#### Marketing Operations

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **ROI Tracking** | Not enough data | Not enough data | 8.6 (221 reviews) ✓ Verified | 
| **Data Collection** | Not enough data | Not enough data | 8.7 (241 reviews) ✓ Verified | 
| **Customer Insights** | Not enough data | Not enough data | 8.5 (228 reviews) ✓ Verified | 
| **Multi-User Access** | Not enough data | Not enough data | 8.9 (244 reviews) ✓ Verified | 
| **Spend Management** | Not enough data | Not enough data | 8.4 (130 reviews) | 
| **White Label** | Not enough data | Not enough data | Feature Not Available | 

#### Campaign Activity

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Campaign Insights** | Not enough data | Not enough data | 8.6 (231 reviews) ✓ Verified | 
| **Reports and Dashboards** | Not enough data | Not enough data | 8.8 (260 reviews) ✓ Verified | 
| **Campaign Stickiness** | Not enough data | Not enough data | 8.5 (212 reviews) ✓ Verified | 
| **Multichannel Tracking** | Not enough data | Not enough data | 8.5 (213 reviews) ✓ Verified | 
| **Brand Optimization** | Not enough data | Not enough data | 8.4 (199 reviews) ✓ Verified | 
| **Predictive Analytics** | Not enough data | Not enough data | 7.9 (120 reviews) ✓ Verified | 

#### Agentic AI - Marketing Analytics

| Feature | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.8 (14 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.5 (14 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.3 (14 reviews) | 

---
## Categories

**Unique to Deepnote (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 PyCharm (1):** [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide)

**Unique to Looker (6):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Deepnote | PyCharm | Looker | 
|---|---|---|---|
| **Small-Business** | 68.4% | 41.0% | 19.3% | 
| **Mid-Market** | 24.3% | 29.9% | 60.7% | 
| **Enterprise** | 7.2% | 29.1% | 20.0% | 

### By Industry

#### Deepnote

- **Computer Software:** 17.6%
- **Higher Education:** 11.8%
- **Information Technology and Services:** 11.5%
- **Financial Services:** 8.6%
- **Research:** 4.0%
- **Retail:** 3.5%
- **Marketing and Advertising:** 3.5%
- **E-Learning:** 2.4%
- **Consulting:** 1.6%
- **Environmental Services:** 1.6%
- **Other:** 34.0%

#### PyCharm

- **Computer Software:** 32.4%
- **Information Technology and Services:** 21.0%
- **Internet:** 4.4%
- **Higher Education:** 3.7%
- **Telecommunications:** 3.2%
- **Education Management:** 2.9%
- **Research:** 2.8%
- **Financial Services:** 2.0%
- **Computer & Network Security:** 1.7%
- **Computer Networking:** 1.6%
- **Other:** 24.1%

#### Looker

- **Computer Software:** 11.5%
- **Information Technology and Services:** 11.1%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 7.4%
- **Internet:** 6.0%
- **Retail:** 5.0%
- **Food & Beverages:** 2.3%
- **Consumer Goods:** 2.1%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

---
## Alternatives

### Alternatives to Deepnote

- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (391 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3651 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (773 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1626 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Eclipse](https://www.g2.com/products/eclipse/reviews) — 4.3/5 stars (3211 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews)

### Alternatives to PyCharm

- [Eclipse](https://www.g2.com/products/eclipse/reviews) — 4.3/5 stars (3211 reviews)
- [AWS Cloud9](https://www.g2.com/products/aws-cloud9/reviews) — 4.3/5 stars (347 reviews)
- [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) — 4.6/5 stars (250 reviews)
- [Kite](https://www.g2.com/products/kite/reviews) — 4.2/5 stars (59 reviews)
- [Qt](https://www.g2.com/products/qt/reviews) — 4.3/5 stars (54 reviews)
- [Wing Python IDE](https://www.g2.com/products/wing-python-ide/reviews) — 4.6/5 stars (14 reviews)
- [Selenium IDE](https://www.g2.com/products/selenium-ide/reviews) — 4.2/5 stars (131 reviews)
- [Aptana Studio](https://www.g2.com/products/aptana-studio/reviews) — 4.2/5 stars (40 reviews)
- [Ninja IDE](https://www.g2.com/products/ninja-ide/reviews) — 3.4/5 stars (8 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (391 reviews)

### Alternatives to Looker

- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (286 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1056 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 reviews)
- [Toucan](https://www.g2.com/products/toucan/reviews) — 4.7/5 stars (182 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3651 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (691 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"

### PyCharm

- Title: [What is PyCharm used for?](https://www.g2.com/discussions/what-is-pycharm-used-for) — 3 comments
  > **Top comment:** "Comment deleted by user."
- Title: [What is PyCharm used for?](https://www.g2.com/discussions/pycharm-what-is-pycharm-used-for) — 2 comments
  > **Top comment:** "Mostly for python programming"
- Title: [What is PyCharm editor?](https://www.g2.com/discussions/what-is-pycharm-editor) — 2 comments
  > **Top comment:** "PyCharm is a popular integrated development environment (IDE) specifically designed for Python programming. It is developed by JetBrains and provides a wide..."
- Title: [Is PyCharm paid?](https://www.g2.com/discussions/is-pycharm-paid) — 2 comments
  > **Top comment:** "Comment deleted by user."
- Title: [Can I use PyCharm for free?](https://www.g2.com/discussions/can-i-use-pycharm-for-free) — 2 comments
  > **Top comment:** "Yes you can, you can use Pycharm community edition for free but make sure not to use it for business or commercial  purposes as it is a direct violation of ULA."

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 3 comments
  > **Top comment:** "After so many attempts in getting my funds back which I lost to a fake platform called mycoinbanking.com I lost the total of $348.000.  I needed the profit..."
- Title: [Best way to start on visualizations?](https://www.g2.com/discussions/24831-best-way-to-start-on-visualizations) — 2 comments, 1 upvote
  > **Top comment:** "Looker has a built-in set of visualizations that you can automatically apply to any dataset that they work with. Once you setup your initial connection to a..."
- Title: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 1 comment
  > **Top comment:** "Looker is used to explore, analyze, and visualize data. It helps create dashboards and reports to understand business performance and make better decisions...."
- Title: [How do I know where in my SQL errors are?](https://www.g2.com/discussions/how-do-i-know-where-in-my-sql-errors-are) — 1 comment, 1 upvote
  > **Top comment:** "Hey Carlos! 

I'm Izzy, the Looker Community manager. Yeah, especially in huge SQL queries it can be hard to figure out exactly where the issue lies. That..."
- Title: [Multi-brand implementation](https://www.g2.com/discussions/multi-brand-implementation) — 1 comment, 1 upvote
  > **Top comment:** "Hey Brian! 

I'm Izzy, the Looker Community manager. 

There's 2 components here (well, a few more, but 2 high-level ones). Folder/content access and..."

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