# Amazon SageMaker vs Deepnote Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Amazon SageMaker excels in providing a comprehensive, end-to-end machine learning environment. Users appreciate its ability to integrate data preparation, model training, and deployment within AWS’s secure ecosystem, making it a robust choice for organizations looking for a managed service.
- **Users say** that Deepnote stands out for its collaborative features, particularly in educational settings. The platform allows real-time code contributions, enhancing the learning experience for students and making it easier for teams to analyze data together.
- **Reviewers mention** that while Amazon SageMaker has a slightly lower ease of use rating, it still offers a powerful suite of tools for data scientists. Users highlight its extensive capabilities in model training and hyperparameter optimization, which are crucial for developing high-performing machine learning models.
- **According to verified reviews** , Deepnote's cloud-based notebook experience is praised for its flexibility and user-friendly interface. This makes it particularly appealing for small businesses and teams that require a straightforward platform for data analysis and sharing insights.
- **G2 reviewers note** that Amazon SageMaker's scalability is a significant advantage, with many users reporting that it effectively handles large datasets and complex workflows. This makes it a preferred choice for mid-market companies looking to grow their machine learning capabilities.
- **Users highlight** that while both platforms offer quality support, Amazon SageMaker's integration with AWS provides additional resources and documentation, which can be beneficial for users navigating the complexities of machine learning projects.




| | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 57 | 386 | 
| **Largest Market Segment** | Mid-Market (34.6% of reviews) | Small-Business (67.8% of reviews) | 
| **Entry Level Price** | No pricing available | Free 1 Editors Per Month | 

---
## Top Pros & Cons

### Amazon SageMaker

Pros:
- Ease of Use (3 reviews)
- AI Integration (2 reviews)

Cons:
- Expensive (3 reviews)
- Complexity (2 reviews)

### Deepnote

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

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

---
## Ratings Comparison
| Rating | Amazon SageMaker | Deepnote | 
|---|---|---|
  | **Meets Requirements** | 8.7 (47 reviews) | 8.6 (352 reviews) | 
  | **Ease of Use** | 8.4 (48 reviews) | 8.9 (355 reviews) | 
  | **Ease of Setup** | 8.4 (35 reviews) | 9.0 (279 reviews) | 
  | **Ease of Admin** | 8.4 (20 reviews) | 8.8 (58 reviews) | 
  | **Quality of Support** | 8.7 (42 reviews) | 8.7 (239 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.2 (20 reviews) | 8.6 (57 reviews) | 
  | **Product Direction (% positive)** | 8.9 (44 reviews) | 9.4 (344 reviews) | 

---
## Pricing

### Amazon SageMaker

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### 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 |
|---|---|---|
| **Amazon SageMaker** | N/A | N/A |
| **Deepnote** | 7.5/10 | 195 |

#### Reports

| Feature | Amazon SageMaker | 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 | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Connectors** | Not enough data | 8.5 (153 reviews) | 
| **Data Governance** | Not enough data | 7.6 (142 reviews) | 

#### Data Modeling and Blending

| Feature | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 | Amazon SageMaker | 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 |
|---|---|---|
| **Amazon SageMaker** | N/A | N/A |
| **Deepnote** | N/A | N/A |

#### Additional Functionality

| Feature | Amazon SageMaker | 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 | 

### Generative AI

| Product | Score | Reviews |
|---|---|---|
| **Amazon SageMaker** | N/A | N/A |
| **Deepnote** | N/A | N/A |

#### Additional Functionality

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Code Generation** | Not enough data | Not enough data | 
| **Text to Image** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Virtual Characters and Avatars** | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | Not enough data | 
| **Personalization and Recommendation** | Not enough data | Not enough data | 
| **Conditional Generation** | Not enough data | Not enough data | 
| **Transformer Model** | Not enough data | Not enough data | 
| **Automated Image & Video Editing** | Not enough data | Not enough data | 
| **Interactive and Co-Creative Systems** | Not enough data | Not enough data | 
| **Text Summarization** | Not enough data | Not enough data | 
| **Data Augmentation** | Not enough data | Not enough data | 
| **Variation Autoencoder Models** | Not enough data | Not enough data | 
| **Adversarial Training** | Not enough data | Not enough data | 
| **Transfer Learning and Fine-tuning** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | Not enough data | Not enough data | 
| **Creative Design** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Foundation Model** | Not enough data | Not enough data | 

### Python Integrated Development Environments (IDE)

| Product | Score | Reviews |
|---|---|---|
| **Amazon SageMaker** | N/A | N/A |
| **Deepnote** | 8.3/10 | 167 |

#### AI Copilot

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 

#### For Developers

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **For Developers** | Not enough data | Not enough data | 

#### Game Development

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Game Development** | Not enough data | Not enough data | 

#### Deployment Management

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Deployment Management** | Not enough data | Not enough data | 

#### Code Development

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Code Development** | Not enough data | Not enough data | 

#### Code Editing

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Code Editing** | Not enough data | Not enough data | 

#### Website Development

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Website Development** | Not enough data | Not enough data | 

#### Web/Mobile App Development

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

#### Debugging

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Debugging** | Not enough data | Not enough data | 

#### Data Modeling

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Data Modeling** | Not enough data | Not enough data | 

#### Graphical User Interface

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Graphical User Interface** | Not enough data | Not enough data | 

#### Functionality 

| Feature | Amazon SageMaker | 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) | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon SageMaker** | 9.6/10 | 6 |
| **Deepnote** | N/A | N/A |

#### Deployment

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Language Flexibility** | 9.7 (5 reviews) | Not enough data | 
| **Framework Flexibility** | 9.0 (5 reviews) | Not enough data | 
| **Versioning** | 9.7 (5 reviews) | Not enough data | 
| **Ease of Deployment** | 10.0 (5 reviews) | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Deployment

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Management

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | 

#### Operations

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Metrics** | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | 

#### Management

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon SageMaker** | 8.9/10 | 46 |
| **Deepnote** | 7.0/10 | 194 |

#### System

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (23 reviews) | 8.6 (169 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Language Support** | 8.9 (32 reviews) | 8.3 (169 reviews) | 
| **Drag and Drop** | 8.3 (30 reviews) | Feature Not Available | 
| **Pre-Built Algorithms** | 8.4 (36 reviews) | 7.4 (166 reviews) | 
| **Model Training** | 9.0 (37 reviews) | 7.2 (171 reviews) | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Feature Engineering** | 8.6 (21 reviews) | 7.6 (156 reviews) | 

#### Machine/Deep Learning Services

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Computer Vision** | 9.0 (28 reviews) | 6.5 (160 reviews) | 
| **Natural Language Processing** | 9.2 (30 reviews) | 7.1 (160 reviews) | 
| **Natural Language Generation** | 9.0 (27 reviews) | 6.9 (154 reviews) | 
| **Artificial Neural Networks** | 9.0 (30 reviews) | 7.0 (157 reviews) | 

#### Machine/Deep Learning Services

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Natural Language Understanding** | 9.3 (18 reviews) | 7.2 (147 reviews) | 
| **Deep Learning** | 9.3 (20 reviews) | 7.5 (149 reviews) | 

#### Deployment

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Managed Service** | 8.9 (40 reviews) | 8.0 (162 reviews) | 
| **Application** | 8.8 (38 reviews) | 7.9 (166 reviews) | 
| **Scalability** | 9.1 (38 reviews) | 7.8 (162 reviews) | 

#### Additional Functionality

| Feature | Amazon SageMaker | 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 | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI Text Generation** | 8.6 (7 reviews) | 7.2 (54 reviews) | 
| **AI Text Summarization** | 9.3 (7 reviews) | 7.0 (52 reviews) | 
| **AI Text-to-Image** | 8.6 (6 reviews) | 6.3 (51 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

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

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 5.5 (18 reviews) | 
| **Multi-step Planning** | Not enough data | 6.0 (17 reviews) | 
| **Cross-system Integration** | 9.3 (7 reviews) | 6.5 (18 reviews) | 
| **Adaptive Learning** | Not enough data | 5.7 (16 reviews) | 
| **Natural Language Interaction** | Not enough data | 5.9 (17 reviews) | 
| **Proactive Assistance** | Not enough data | 5.7 (16 reviews) | 
| **Decision Making** | Not enough data | 7.0 (16 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Amazon SageMaker** | N/A | N/A |
| **Deepnote** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI High Availability** | Not enough data | Not enough data | 
| **AI Model Training Scalability** | Not enough data | Not enough data | 
| **AI Inference Speed** | Not enough data | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI Cost per API Call** | Not enough data | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | Not enough data | 
| **AI Energy Efficiency** | Not enough data | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI Multi-cloud Support** | Not enough data | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | 
| **AI Role-based Access Control** | Not enough data | Not enough data | 
| **AI Data Encryption** | Not enough data | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **AI Documentation Quality** | Not enough data | Not enough data | 
| **AI Community Activity** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon SageMaker** | N/A | N/A |
| **Deepnote** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | 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 Amazon SageMaker (3):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-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 | Amazon SageMaker | Deepnote | 
|---|---|---|
| **Small-Business** | 30.8% | 67.8% | 
| **Mid-Market** | 34.6% | 25.1% | 
| **Enterprise** | 34.6% | 7.1% | 

### By Industry

#### Amazon SageMaker

- **Information Technology and Services:** 21.2%
- **Computer Software:** 13.5%
- **Internet:** 5.8%
- **Hospital & Health Care:** 5.8%
- **Computer & Network Security:** 3.8%
- **Consumer Goods:** 3.8%
- **Marketing and Advertising:** 3.8%
- **Education Management:** 3.8%
- **Higher Education:** 3.8%
- **Financial Services:** 3.8%
- **Other:** 30.8%

#### 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 Amazon SageMaker

- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (738 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (229 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (170 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (532 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1360 reviews)
- [Google Cloud AutoML](https://www.g2.com/products/google-cloud-automl/reviews) — 4.3/5 stars (49 reviews)
- [DataRobot](https://www.g2.com/products/datarobot/reviews) — 4.4/5 stars (41 reviews)
- [H2O](https://www.g2.com/products/h2o/reviews) — 4.5/5 stars (24 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

### Amazon SageMaker

- Title: [What is the best way to integrate Sagemaker models with Kubernetes?](https://www.g2.com/discussions/28784-what-is-the-best-way-to-integrate-sagemaker-models-with-kubernetes) — 1 comment
  > **Top comment:** "https://aws.amazon.com/blogs/machine-learning/introducing-amazon-sagemaker-operators-for-kubernetes/"
- Title: [How do i make this platform reach to most of my developers?](https://www.g2.com/discussions/27976-how-do-i-make-this-platform-reach-to-most-of-my-developers) — 1 comment
  > **Top comment:** "you can manage the access via IAM users and roles and give them access as per their need, Sagemaker by default has all the basic AWS feature and you can..."

### 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/amazon-sagemaker-vs-deepnote)