# Anaconda Core vs Deepnote Comparison --- ## AI Generated Summary - **G2 reviewers report** that both Anaconda AI Platform and Deepnote have received high satisfaction ratings, with each scoring 4.5 stars. However, Anaconda's larger volume of recent reviews suggests a more consistent user experience over time, particularly for those managing complex data science projects. - **Users say** that Anaconda AI Platform excels in package management, with one reviewer highlighting its ability to isolate packages in compatible Python versions, making it easier to handle dependency conflicts. This feature is particularly beneficial for users engaged in research projects. - **Reviewers mention** that Deepnote shines in collaborative environments, with its AI Assistant seamlessly integrating into the notebook interface. Users appreciate the ease of online coding and collaboration without the need for extensive environment deployment, making it a strong choice for teams. - **According to verified reviews** , Anaconda AI Platform is praised for its reliability and simplicity in managing data science projects. Users highlight the platform's ability to create, isolate, and reproduce environments, which significantly reduces bottlenecks in their workflows. - **G2 reviewers note** that while Deepnote offers a user-friendly experience with easy SQL to dataframes conversion, it faces challenges in certain advanced features like model training and natural language processing, where Anaconda AI Platform tends to perform better. - **Users report** that both platforms are free to start, but Anaconda's extensive community support and open-source nature provide an additional layer of resources for users looking to deepen their understanding of machine learning, making it a preferred choice for those on a learning journey. | | Anaconda Core | Deepnote | |---|---|---| | **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | | **Total Reviews** | 241 | 382 | | **Largest Market Segment** | Small-Business (44.4% of reviews) | Small-Business (68.4% 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 (148 reviews) | 8.6 (347 reviews) | | **Ease of Use** | 8.7 (156 reviews) | 8.9 (350 reviews) | | **Ease of Setup** | 8.4 (83 reviews) | 9.0 (274 reviews) | | **Ease of Admin** | 8.7 (23 reviews) | 8.8 (57 reviews) | | **Quality of Support** | 8.4 (129 reviews) | 8.7 (237 reviews) | | **Has the product been a good partner in doing business?** | 9.1 (21 reviews) | 8.6 (56 reviews) | | **Product Direction (% positive)** | 9.2 (139 reviews) | 9.4 (341 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) | #### 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) | #### 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) | #### 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) | #### 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) | #### 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) | #### 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) | #### 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) | #### 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) | #### 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) | ### Python Integrated Development Environments (IDE) | Product | Score | Reviews | |---|---|---| | **Anaconda Core** | N/A | N/A | | **Deepnote** | 8.3/10 | 163 | #### Functionality | Feature | Anaconda Core | Deepnote | |---|---|---| | **Ease of Use** | Not enough data | 9.2 (152 reviews) | | **File Management** | Not enough data | 8.3 (144 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 (145 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** | 8.1/10 | 131 | | **Deepnote** | 7.0/10 | 193 | #### System | Feature | Anaconda Core | Deepnote | |---|---|---| | **Data Ingestion & Wrangling** | 8.6 (109 reviews) | 8.6 (169 reviews) | #### Model Development | Feature | Anaconda Core | Deepnote | |---|---|---| | **Language Support** | 8.5 (110 reviews) | 8.3 (168 reviews) | | **Drag and Drop** | 7.8 (103 reviews) | Feature Not Available | | **Pre-Built Algorithms** | 8.2 (110 reviews) | 7.4 (166 reviews) | | **Model Training** | 8.5 (114 reviews) | 7.2 (171 reviews) | #### 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 (106 reviews) | 6.5 (160 reviews) | | **Natural Language Processing** | 8.6 (108 reviews) | 7.1 (160 reviews) | | **Natural Language Generation** | 8.4 (106 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 (100 reviews) | 7.2 (147 reviews) | | **Deep Learning** | 8.4 (97 reviews) | 7.5 (149 reviews) | #### Deployment | Feature | Anaconda Core | Deepnote | |---|---|---| | **Managed Service** | 8.2 (108 reviews) | 8.0 (162 reviews) | | **Application** | 8.5 (112 reviews) | 7.9 (166 reviews) | | **Scalability** | 8.3 (111 reviews) | 7.8 (162 reviews) | #### Generative AI | Feature | Anaconda Core | Deepnote | |---|---|---| | **AI Text Generation** | 8.2 (56 reviews) | 7.2 (54 reviews) | | **AI Text Summarization** | 7.7 (53 reviews) | 7.0 (52 reviews) | | **AI Text-to-Image** | 6.9 (53 reviews) | 6.3 (51 reviews) | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | Anaconda Core | Deepnote | |---|---|---| | **Autonomous Task Execution** | 7.3 (41 reviews) | 5.5 (18 reviews) | | **Multi-step Planning** | 7.4 (41 reviews) | 6.0 (17 reviews) | | **Cross-system Integration** | 7.9 (41 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 (42 reviews) | 5.7 (16 reviews) | | **Decision Making** | 7.5 (41 reviews) | 7.0 (16 reviews) | --- ## 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** | 44.4% | 68.4% | | **Mid-Market** | 24.3% | 24.3% | | **Enterprise** | 31.2% | 7.2% | ### By Industry #### Anaconda Core - **Information Technology and Services:** 23.4% - **Computer Software:** 20.7% - **Higher Education:** 7.4% - **Education Management:** 6.4% - **Research:** 4.3% - **Computer & Network Security:** 3.2% - **Financial Services:** 3.2% - **Automotive:** 1.6% - **Banking:** 1.6% - **Telecommunications:** 1.6% - **Other:** 26.6% #### 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% --- ## Alternatives ### Alternatives to Anaconda Core - [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.2/5 stars (55 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 (570 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (771 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 (658 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (803 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews) - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (394 reviews) ### Alternatives to Deepnote - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (394 reviews) - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews) - [PyCharm](https://www.g2.com/products/pycharm/reviews) — 4.6/5 stars (780 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (803 reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1636 reviews) - [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews) - [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (570 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (658 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)