# Anaconda Core vs Deepnote Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Anaconda Core excels in providing a comprehensive environment for data science, with users appreciating its all-in-one platform that integrates tools like Spyder and Jupyter notebooks. This makes it particularly appealing for those who prefer a unified setup for their workflows.
- **Users say** that Deepnote shines in collaborative features, allowing real-time code contributions from team members. This capability is especially beneficial for educational settings, as one user noted that it enhances the learning experience by enabling students to work together seamlessly.
- **Reviewers mention** that Anaconda Core has a strong reputation for resolving environment setup and dependency management issues, which can often be tedious. Users have highlighted how the platform simplifies these processes, making it easier to get started with data science projects.
- **According to verified reviews** , Deepnote's cloud-based architecture is a significant advantage, providing flexibility and accessibility. Users appreciate that they can analyze data and share insights from anywhere, which is a major plus for teams working remotely.
- **G2 reviewers indicate** that while both platforms have similar star ratings, Anaconda Core's higher scores in areas like product direction and being a good business partner suggest a strong commitment to user needs and ongoing improvement, which can be crucial for long-term projects.
- **Users highlight** that Anaconda Core's ease of use is a standout feature, with many finding it intuitive for data science workflows. In contrast, while Deepnote is user-friendly, some reviewers feel it may not match the same level of integration and simplicity that Anaconda offers for individual users.



---
## Frequently Asked Questions

### What is the difference between Anaconda Core vs Deepnote?

Deepnote stands out for real-time collaboration and integrations, while Anaconda Core is favored for its all-in-one local environment and package management.

| [Anaconda Core](https://www.g2.com/products/anaconda-core/reviews) | [Deepnote](https://www.g2.com/products/deepnote/reviews) |
| --- | --- |
| 4.5/5 (241 reviews) | 4.5/5 (386 reviews) |
| Small-Business | Small-Business |
| 8.4 | 9.0 |
| 8.4 | 8.7 |
| Ease of Use (74 all-time mentions) | Collaboration (93 all-time mentions) |



### How do the pricing models of Anaconda Core and Deepnote compare?

Deepnote is rated higher for value, with reviewers expressing greater satisfaction with its pricing and cost structure.

- **Anaconda Core:** Reviewers describe the enterprise pricing plans as affordable and ideal for learning and experimentation, but note that the free tier is limited and separate packages can be costly.
- **Deepnote:** In recent reviews, many highlight the value of the free plan for students and teams, though some mention that advanced features and higher resource tiers require upgrades.



### What are the best alternatives to Anaconda Core and Deepnote?

The top three alternatives to Anaconda Core and Deepnote are Hex, Amazon SageMaker, and TensorFlow.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Anaconda Core](https://www.g2.com/products/anaconda-core/reviews) | 4.5/5 (241 reviews) | Small-Business | Reviewers find enterprise pricing affordable for learning and experimentation | Ease of Use (74 all-time mentions) |
| [Deepnote](https://www.g2.com/products/deepnote/reviews) | 4.5/5 (386 reviews) | Small-Business | Free plan praised for accessibility, upgrades needed for advanced features | Collaboration (93 all-time mentions) |
| [Hex](https://www.g2.com/products/hex-tech-hex/reviews) | 4.5/5 (404 reviews) | Mid-Market | — | Collaboration and workflow automation |
| [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) | 4.3/5 (57 reviews) | Mid-Market | — | Scalability and integration with AWS ecosystem |
| [TensorFlow](https://www.g2.com/products/tensorflow/reviews) | 4.5/5 (138 reviews) | Small-Business | — | Machine learning model development |



### Which Data Science and Machine Learning Platforms features should I prioritize when comparing Anaconda Core and Deepnote?

Buyers should prioritize collaboration, integrations, ease of setup, dashboards, and package management when comparing Anaconda Core and Deepnote.

- **Collaboration:** Deepnote leads with 93 all-time mentions for collaboration, while Anaconda Core does not have a comparable collaboration focus.
- **Integrations:** Deepnote has 53 all-time mentions for easy integrations, compared to Anaconda Core's 11 for easy integrations.
- **Ease of Setup:** Deepnote scores 9.0, Anaconda Core 8.4.
- **Dashboards:** Deepnote is frequently cited for dashboard creation and sharing in recent reviews; Anaconda Core is used for dashboards but with fewer mentions.
- **Package Management:** Anaconda Core is praised for package management and environment setup (74 all-time mentions for ease of use), while Deepnote focuses more on cloud-based environment management.



### What are the pros and cons of Anaconda Core vs Deepnote?

Anaconda Core's headline strength is its all-in-one local environment and package management, while Deepnote excels in real-time collaboration and integrations.

- **Anaconda Core strengths:** Ease of use (74 all-time mentions), setup ease (39), efficiency (27), intuitive interface (25), integrated platform (13), and robust package management.
- **Anaconda Core trade-offs:** Slow performance (11), resource intensity, limited cloud features, and occasional complexity for beginners.
- **Deepnote strengths:** Collaboration (93 all-time mentions), team collaboration (59), easy integrations (53), sharing ease (40), and intuitive user interface (34).
- **Deepnote trade-offs:** Slow performance with large datasets (47), reliance on internet connectivity, and some advanced features gated behind higher-tier plans.



### Is Anaconda Core or Deepnote better for small businesses?

Both Anaconda Core and Deepnote are well-suited for small businesses, with the largest reviewer segment for each being Small-Business and strong supporting sentiment.

- **Anaconda Core:** Small-Business is the largest segment, with reviewers highlighting its approachability, ease of setup, and suitability for learning and experimentation.
- **Deepnote:** Small-Business is the largest segment, with reviewers praising its accessibility, collaboration features, and value for small teams and educational use.



### Which Data Science and Machine Learning Platforms platform has better integrations?

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

- **Anaconda Core:** Integrates with PyCharm (8 all-time mentions) and Git (4 all-time mentions).
- **Deepnote:** Integrates with GitHub (18 all-time mentions), Snowflake (14), and Box (7), with 53 all-time mentions for easy integrations and 43 for integrations overall.



### How do Anaconda Core and Deepnote compare on customer support?

Deepnote holds a slight advantage in Quality of Support, scoring 8.7 versus Anaconda Core's 8.4, which is below the materiality threshold and indicates near-parity.

- **Anaconda Core:** Reviewers describe support as helpful and documentation as clear, with community resources frequently cited.
- **Deepnote:** Reviewers highlight responsive support, helpful onboarding, and effective troubleshooting, with several citing positive experiences in recent reviews.



### Which is easier to implement, Anaconda Core or Deepnote?

Deepnote is easier to implement, with a 0.6-point lead in Ease of Setup (9.0 vs 8.4), supported by reviewer sentiment.

- **Anaconda Core:** Reviewers note straightforward setup, guided installation, and quick onboarding, though some mention resource intensity and initial complexity.
- **Deepnote:** Reviewers consistently praise the quick, browser-based setup, minimal configuration, and ease of onboarding for teams and students.



### Which product has better Dashboards?

Deepnote is favored for dashboards, with more frequent and positive reviewer mentions of dashboard creation and sharing.

- **Anaconda Core:** Used for creating KPI dashboards and reports, with reviewers citing ease of use and integration with Jupyter Notebook, but with fewer dashboard-specific mentions.
- **Deepnote:** Frequently cited for dashboard creation, sharing, and business analytics, with multiple recent reviews highlighting its dashboard and data visualization capabilities.



| | Anaconda Core | Deepnote | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 240 | 386 | 
| **Largest Market Segment** | Small-Business (44.7% of reviews) | Small-Business (67.8% of reviews) | 
| **Entry Level Price** | Free 1 User With One-Time Purchase | Free 1 Editors Per Month | 

---
## Top Pros & Cons

### Anaconda Core

Pros:
- Ease of Use (74 reviews)
- Setup Ease (39 reviews)

Cons:
- Data Management Issues (11 reviews)
- Slow Performance (11 reviews)

### Deepnote

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

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

---
## Ratings Comparison
| Rating | Anaconda Core | Deepnote | 
|---|---|---|
  | **Meets Requirements** | 9.0 (147 reviews) | 8.6 (352 reviews) | 
  | **Ease of Use** | 8.7 (155 reviews) | 8.9 (355 reviews) | 
  | **Ease of Setup** | 8.4 (82 reviews) | 9.0 (279 reviews) | 
  | **Ease of Admin** | 8.7 (23 reviews) | 8.8 (58 reviews) | 
  | **Quality of Support** | 8.4 (128 reviews) | 8.7 (239 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (21 reviews) | 8.6 (57 reviews) | 
  | **Product Direction (% positive)** | 9.2 (138 reviews) | 9.4 (344 reviews) | 

---
## Pricing

### Anaconda Core

#### Entry-Level Pricing

Plan: Free

Price: Free 1 User With One-Time Purchase

Key Features:
- Basic workspace for the student or practitioner
- 5GB for shareable, cloud-hosted notebooks
- Thousands of curated packages

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

#### Free Trial

Yes

### 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

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Deepnote** | 7.5/10 | 195 |

#### Reports

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.0 (176 reviews) | 
| **Steps to Answer** | Not enough data | 7.7 (173 reviews) | 
| **Graphs and Charts** | Not enough data | 7.5 (180 reviews) | 
| **Score Cards** | Not enough data | 7.4 (167 reviews) | 
| **Dashboards** | Not enough data | 7.6 (171 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 | Anaconda Core | Deepnote | 
|---|---|---|
| **Connectors** | Not enough data | 8.5 (153 reviews) | 
| **Data Governance** | Not enough data | 7.6 (142 reviews) | 

#### Data Modeling and Blending

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Data Querying** | Not enough data | 8.5 (152 reviews) | 
| **Data Filtering** | Not enough data | 8.3 (149 reviews) | 
| **Data Blending** | Not enough data | 8.4 (146 reviews) | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.0 (58 reviews) | 
| **AI Text Summarization** | Not enough data | 6.8 (55 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.5 (23 reviews) | 
| **Multi-step Planning** | Not enough data | 6.3 (23 reviews) | 
| **Cross-system Integration** | Not enough data | 7.1 (23 reviews) | 
| **Adaptive Learning** | Not enough data | 6.2 (23 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.0 (22 reviews) | 
| **Proactive Assistance** | Not enough data | 6.3 (22 reviews) | 
| **Decision Making** | Not enough data | 6.8 (23 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.2 (163 reviews) | 
| **Data Column Filtering** | Not enough data | 8.4 (169 reviews) | 
| **Data Discovery** | Not enough data | 8.3 (172 reviews) | 
| **Search** | Not enough data | 7.7 (165 reviews) | 
| **Collaboration / Workflow** | Not enough data | 8.7 (175 reviews) | 
| **Automodeling** | Not enough data | 7.8 (161 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 | Anaconda Core | Deepnote | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 7.0 (21 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 7.2 (21 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 6.7 (21 reviews) | 
| **Data Source Connectivity** | Not enough data | 7.7 (22 reviews) | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 7.7 (162 reviews) | 
| **Data Visualization** | Not enough data | 8.1 (173 reviews) | 
| **Big Data Services** | Not enough data | 7.8 (151 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 | Anaconda Core | Deepnote | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 6.8 (25 reviews) | 
| **Concurrent User Support** | Not enough data | 7.1 (21 reviews) | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 7.3 (20 reviews) | 
| **Notebook and Script Integration** | Not enough data | 7.8 (21 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 7.3 (20 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

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

#### Personalized Intelligence - Analytics Platforms

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

#### Building Reports

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.2 (150 reviews) | 
| **Data Modeling** | Not enough data | 8.3 (149 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.7 (146 reviews) | 
| **Integration APIs** | Not enough data | 8.0 (148 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 | Anaconda Core | Deepnote | 
|---|---|---|
| **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 | 

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Deepnote** | N/A | N/A |

#### Additional Functionality

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **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 |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Deepnote** | 8.3/10 | 167 |

#### AI Copilot

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 

#### For Developers

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **For Developers** | Not enough data | Not enough data | 

#### Game Development

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Game Development** | Not enough data | Not enough data | 

#### Deployment Management

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Deployment Management** | Not enough data | Not enough data | 

#### Code Development

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Code Development** | Not enough data | Not enough data | 

#### Code Editing

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Code Editing** | Not enough data | Not enough data | 

#### Website Development

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Website Development** | Not enough data | Not enough data | 

#### Web/Mobile App Development

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

#### Debugging

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Debugging** | Not enough data | Not enough data | 

#### Data Modeling

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Data Modeling** | Not enough data | Not enough data | 

#### Graphical User Interface

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Graphical User Interface** | Not enough data | Not enough data | 

#### Functionality 

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Ease of Use** | Not enough data | 9.2 (155 reviews) | 
| **File Management** | Not enough data | 8.2 (147 reviews) | 
| **Multi-Language Support** | Not enough data | 7.8 (134 reviews) | 
| **Customization** | Not enough data | 7.5 (143 reviews) | 
| **Straight-Out-the-Box Functionality** | Not enough data | 8.9 (147 reviews) | 
| **Help Guides** | Not enough data | 8.1 (141 reviews) | 
| **Patching & Updates** | Not enough data | 8.4 (133 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | 8.0/10 | 131 |
| **Deepnote** | 7.0/10 | 194 |

#### System

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (108 reviews) | 8.6 (169 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Language Support** | 8.5 (109 reviews) | 8.3 (169 reviews) | 
| **Drag and Drop** | 7.8 (103 reviews) | Feature Not Available | 
| **Pre-Built Algorithms** | 8.2 (109 reviews) | 7.4 (166 reviews) | 
| **Model Training** | 8.5 (113 reviews) | 7.2 (171 reviews) | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Feature Engineering** | 8.3 (102 reviews) | 7.6 (156 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Computer Vision** | 8.3 (105 reviews) | 6.5 (160 reviews) | 
| **Natural Language Processing** | 8.6 (107 reviews) | 7.1 (160 reviews) | 
| **Natural Language Generation** | 8.4 (105 reviews) | 6.9 (154 reviews) | 
| **Artificial Neural Networks** | 8.4 (104 reviews) | 7.0 (157 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Natural Language Understanding** | 8.5 (99 reviews) | 7.2 (147 reviews) | 
| **Deep Learning** | 8.4 (96 reviews) | 7.5 (149 reviews) | 

#### Deployment

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Managed Service** | 8.2 (107 reviews) | 8.0 (162 reviews) | 
| **Application** | 8.5 (111 reviews) | 7.9 (166 reviews) | 
| **Scalability** | 8.3 (110 reviews) | 7.8 (162 reviews) | 

#### Additional Functionality

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **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 | Anaconda Core | Deepnote | 
|---|---|---|
| **AI Text Generation** | 8.1 (55 reviews) | 7.2 (54 reviews) | 
| **AI Text Summarization** | 7.7 (52 reviews) | 7.0 (52 reviews) | 
| **AI Text-to-Image** | 6.9 (53 reviews) | 6.3 (51 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

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

| Feature | Anaconda Core | Deepnote | 
|---|---|---|
| **Autonomous Task Execution** | 7.3 (40 reviews) | 5.5 (18 reviews) | 
| **Multi-step Planning** | 7.4 (40 reviews) | 6.0 (17 reviews) | 
| **Cross-system Integration** | 7.9 (40 reviews) | 6.5 (18 reviews) | 
| **Adaptive Learning** | 7.7 (40 reviews) | 5.7 (16 reviews) | 
| **Natural Language Interaction** | 7.9 (39 reviews) | 5.9 (17 reviews) | 
| **Proactive Assistance** | 7.3 (41 reviews) | 5.7 (16 reviews) | 
| **Decision Making** | 7.5 (41 reviews) | 7.0 (16 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


**Unique to Deepnote (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide)


---
## Reviewer Demographics

### By Company Size

| Segment | Anaconda Core | Deepnote | 
|---|---|---|
| **Small-Business** | 44.7% | 67.8% | 
| **Mid-Market** | 23.9% | 25.1% | 
| **Enterprise** | 31.4% | 7.1% | 

### By Industry

#### Anaconda Core

- **Information Technology and Services:** 23.5%
- **Computer Software:** 20.9%
- **Higher Education:** 7.5%
- **Education Management:** 6.4%
- **Research:** 4.3%
- **Computer & Network Security:** 3.2%
- **Financial Services:** 2.7%
- **Automotive:** 1.6%
- **Banking:** 1.6%
- **Telecommunications:** 1.6%
- **Other:** 26.7%

#### 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%
- **Consulting:** 1.6%
- **Environmental Services:** 1.6%
- **Other:** 33.8%

---
## Alternatives

### Alternatives to Anaconda Core

- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.3/5 stars (57 reviews)
- [TensorFlow](https://www.g2.com/products/tensorflow/reviews) — 4.5/5 stars (138 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (575 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (773 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (738 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1360 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (532 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (229 reviews)

### Alternatives to Deepnote

- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (403 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1653 reviews)
- [PyCharm](https://www.g2.com/products/pycharm/reviews) — 4.6/5 stars (787 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3793 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1360 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1657 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (575 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (559 reviews)
- [AWS Cloud9](https://www.g2.com/products/aws-cloud9/reviews) — 4.3/5 stars (369 reviews)

---
## Top Discussions

### Anaconda Core

- Title: [Is Anaconda free for companies?](https://www.g2.com/discussions/anaconda-is-anaconda-free-for-companies) — 2 comments, 1 upvote
  > **Top comment:** "Don't know, but it is free for students. if you are student, then u can install and use it for free of cost."
- Title: [Is Anaconda free for companies?](https://www.g2.com/discussions/is-anaconda-free-for-companies) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [Is Anaconda good for machine learning?](https://www.g2.com/discussions/anaconda-is-anaconda-good-for-machine-learning) — 1 comment, 1 upvote
  > **Top comment:** "Yes, it is good. I am using it from last 2 years."
- Title: [Is Anaconda good for machine learning?](https://www.g2.com/discussions/is-anaconda-good-for-machine-learning) — 1 comment
  > **Top comment:** "Yes, it allows me to control and change the version of machine learning libraries like tensorflow and also create different environment based on my needs  ...."
- Title: [What is Anaconda software used for?](https://www.g2.com/discussions/what-is-anaconda-software-used-for) — 1 comment
  > **Top comment:** "It provides python IDE. Mostly useful for machine learning and deep learning projects."

### 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"

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