# Anaconda Core vs Hex Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Anaconda Platform excels in providing a comprehensive environment for data science, with users appreciating its all-in-one setup that includes tools like Spyder and Jupyter notebooks. This integration simplifies workflows, making it particularly appealing for those who prefer a unified platform.
- **Users say** that Hex shines with its recent AI capabilities, particularly in enhancing productivity when writing SQL queries. The autocomplete features and data schema explorer are highlighted as tools that significantly speed up the process and improve accuracy, especially for those new to SQL.
- **Reviewers mention** that Anaconda Platform is particularly effective in managing environment setup and dependency issues, which can often be a headache for data scientists. Users have noted that the platform has made these processes much smoother compared to previous experiences.
- **According to verified reviews** , Hex's integration of AI agents for query creation is a standout feature, especially for beginners. Users find this functionality incredibly helpful, allowing them to interact with databases using natural language, which lowers the barrier to entry for those unfamiliar with SQL.
- **G2 reviewers highlight** that while both platforms have similar star ratings, Anaconda Platform's higher G2 Score reflects a stronger overall user satisfaction. Users appreciate its affordability and integrated tooling, which they find beneficial for both learning and practical applications in data science.
- **Users report** that Hex has a more streamlined setup process, with a higher score in ease of setup. This aspect is particularly beneficial for teams looking to quickly implement a data solution without extensive configuration challenges, making it a favorable choice for mid-market businesses.



| | Anaconda Core | Hex | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 241 | 394 | 
| **Largest Market Segment** | Small-Business (44.4% of reviews) | Mid-Market (60.5% of reviews) | 
| **Entry Level Price** | Free 1 User With One-Time Purchase | Free 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)

### Hex

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

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

---
## Ratings Comparison
| Rating | Anaconda Core | Hex | 
|---|---|---|
  | **Meets Requirements** | 9.0 (148 reviews) | 8.5 (303 reviews) | 
  | **Ease of Use** | 8.7 (156 reviews) | 8.7 (311 reviews) | 
  | **Ease of Setup** | 8.4 (83 reviews) | 8.9 (182 reviews) | 
  | **Ease of Admin** | 8.7 (23 reviews) | 9.0 (57 reviews) | 
  | **Quality of Support** | 8.4 (129 reviews) | 8.5 (222 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (21 reviews) | 9.1 (59 reviews) | 
  | **Product Direction (% positive)** | 9.2 (139 reviews) | 9.2 (305 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

### Hex

#### Entry-Level Pricing

Plan: Community

Price: Free Per Month

Description: The free version of Hex. Great for individuals.

Key Features:
- Up to 3 project authors
- 7-day project version history
- Project data connections & secrets

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Hex** | 7.6/10 | 259 |

#### Reports

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.3 (222 reviews) | 
| **Steps to Answer** | Not enough data | 7.6 (209 reviews) | 
| **Graphs and Charts** | Not enough data | 7.4 (229 reviews) | 
| **Score Cards** | Not enough data | 7.2 (192 reviews) | 
| **Dashboards** | Not enough data | 8.1 (219 reviews) | 

#### Self Service 

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Calculated Fields** | Not enough data | 7.7 (203 reviews) | 
| **Data Column Filtering** | Not enough data | 8.1 (206 reviews) | 
| **Data Discovery** | Not enough data | 7.9 (209 reviews) | 
| **Search** | Not enough data | 7.2 (203 reviews) | 
| **Collaboration / Workflow** | Not enough data | 8.2 (223 reviews) | 
| **Automodeling** | Not enough data | 6.1 (184 reviews) | 

#### Advanced Analytics

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 6.5 (185 reviews) | 
| **Data Visualization** | Not enough data | 7.8 (210 reviews) | 
| **Big Data Services** | Not enough data | 7.0 (190 reviews) | 

#### Building Reports

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.0 (185 reviews) | 
| **Data Modeling** | Not enough data | 7.8 (180 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.5 (175 reviews) | 
| **Integration APIs** | Not enough data | 7.0 (166 reviews) | 

#### Platform

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

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Hex** | 7.2/10 | 268 |

#### Reports

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.3 (222 reviews) | 
| **Steps to Answer** | Not enough data | 7.6 (209 reviews) | 
| **Graphs and Charts** | Not enough data | 7.4 (229 reviews) | 
| **Score Cards** | Not enough data | 7.2 (192 reviews) | 
| **Dashboards** | Not enough data | 8.1 (219 reviews) | 

#### Data Preparation

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Connectors** | Not enough data | 8.0 (165 reviews) | 
| **Data Governance** | Not enough data | Feature Not Available | 

#### Data Modeling and Blending

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Data Querying** | Not enough data | 8.7 (173 reviews) | 
| **Data Filtering** | Not enough data | 8.3 (170 reviews) | 
| **Data Blending** | Not enough data | 8.3 (164 reviews) | 

#### Generative AI

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.2 (98 reviews) | 
| **AI Text Summarization** | Not enough data | 6.0 (93 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.5 (34 reviews) | 
| **Multi-step Planning** | Not enough data | 6.3 (29 reviews) | 
| **Cross-system Integration** | Not enough data | 6.9 (32 reviews) | 
| **Adaptive Learning** | Not enough data | 6.4 (28 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.1 (36 reviews) | 
| **Proactive Assistance** | Not enough data | 6.4 (29 reviews) | 
| **Decision Making** | Not enough data | 7.2 (29 reviews) | 

#### Self Service 

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Calculated Fields** | Not enough data | 7.7 (203 reviews) | 
| **Data Column Filtering** | Not enough data | 8.1 (206 reviews) | 
| **Data Discovery** | Not enough data | 7.9 (209 reviews) | 
| **Search** | Not enough data | 7.2 (203 reviews) | 
| **Collaboration / Workflow** | Not enough data | 8.2 (223 reviews) | 
| **Automodeling** | Not enough data | 6.1 (184 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 6.9 (29 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 7.9 (38 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 6.9 (26 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.1 (38 reviews) | 

#### Advanced Analytics

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 6.5 (185 reviews) | 
| **Data Visualization** | Not enough data | 7.8 (210 reviews) | 
| **Big Data Services** | Not enough data | 7.0 (190 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 6.5 (41 reviews) | 
| **Concurrent User Support** | Not enough data | 7.1 (31 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 7.2 (30 reviews) | 
| **Notebook and Script Integration** | Not enough data | 8.4 (51 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 6.3 (27 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 6.8 (28 reviews) | 
| **Natural Language Queries** | Not enough data | 7.5 (35 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 6.7 (27 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 6.7 (28 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 6.5 (26 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 6.2 (26 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 7.2 (31 reviews) | 

#### Building Reports

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.0 (185 reviews) | 
| **Data Modeling** | Not enough data | 7.8 (180 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.5 (175 reviews) | 
| **Integration APIs** | Not enough data | 7.0 (166 reviews) | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Hex** | 7.7/10 | 259 |

#### Reports

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.3 (222 reviews) | 
| **Steps to Answer** | Not enough data | 7.6 (209 reviews) | 
| **Graphs and Charts** | Not enough data | 7.4 (229 reviews) | 
| **Score Cards** | Not enough data | 7.2 (192 reviews) | 
| **Dashboards** | Not enough data | 8.1 (219 reviews) | 

#### Self Service 

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Calculated Fields** | Not enough data | 7.7 (203 reviews) | 
| **Data Column Filtering** | Not enough data | 8.1 (206 reviews) | 
| **Data Discovery** | Not enough data | 7.9 (209 reviews) | 
| **Search** | Not enough data | 7.2 (203 reviews) | 
| **Collaboration / Workflow** | Not enough data | 8.2 (223 reviews) | 
| **Automodeling** | Not enough data | 6.1 (184 reviews) | 

#### Building Reports

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.0 (185 reviews) | 
| **Data Modeling** | Not enough data | 7.8 (180 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.5 (175 reviews) | 
| **Integration APIs** | Not enough data | 7.0 (166 reviews) | 

### Python Integrated Development Environments (IDE)

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Hex** | 7.8/10 | 63 |

#### Functionality 

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Ease of Use** | Not enough data | 8.7 (63 reviews) | 
| **File Management** | Not enough data | 6.9 (56 reviews) | 
| **Multi-Language Support** | Not enough data | 7.5 (48 reviews) | 
| **Customization** | Not enough data | 7.4 (54 reviews) | 
| **Straight-Out-the-Box Functionality** | Not enough data | 8.8 (58 reviews) | 
| **Help Guides** | Not enough data | 7.5 (57 reviews) | 
| **Patching & Updates** | Not enough data | 7.9 (52 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | 8.1/10 | 131 |
| **Hex** | 5.8/10 | 110 |

#### System

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (109 reviews) | 8.1 (92 reviews) | 

#### Model Development

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Language Support** | 8.5 (110 reviews) | 7.4 (90 reviews) | 
| **Drag and Drop** | 7.8 (103 reviews) | 7.0 (94 reviews) | 
| **Pre-Built Algorithms** | 8.2 (110 reviews) | 5.5 (87 reviews) | 
| **Model Training** | 8.5 (114 reviews) | 5.5 (89 reviews) | 

#### Model Development

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Feature Engineering** | 8.3 (102 reviews) | 5.9 (79 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Computer Vision** | 8.3 (106 reviews) | 4.4 (81 reviews) | 
| **Natural Language Processing** | 8.6 (108 reviews) | 5.1 (84 reviews) | 
| **Natural Language Generation** | 8.4 (106 reviews) | 4.8 (82 reviews) | 
| **Artificial Neural Networks** | 8.4 (104 reviews) | 4.5 (80 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Natural Language Understanding** | 8.5 (100 reviews) | 5.1 (69 reviews) | 
| **Deep Learning** | 8.4 (97 reviews) | 5.0 (70 reviews) | 

#### Deployment

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Managed Service** | 8.2 (108 reviews) | 6.9 (85 reviews) | 
| **Application** | 8.5 (112 reviews) | 7.0 (84 reviews) | 
| **Scalability** | 8.3 (111 reviews) | 6.7 (85 reviews) | 

#### Generative AI

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **AI Text Generation** | 8.2 (56 reviews) | 5.7 (40 reviews) | 
| **AI Text Summarization** | 7.7 (53 reviews) | 5.7 (40 reviews) | 
| **AI Text-to-Image** | 6.9 (53 reviews) | 4.3 (40 reviews) | 

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

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Autonomous Task Execution** | 7.3 (41 reviews) | 5.3 (10 reviews) | 
| **Multi-step Planning** | 7.4 (41 reviews) | 5.7 (10 reviews) | 
| **Cross-system Integration** | 7.9 (41 reviews) | 7.0 (10 reviews) | 
| **Adaptive Learning** | 7.7 (40 reviews) | 4.7 (10 reviews) | 
| **Natural Language Interaction** | 7.9 (39 reviews) | 6.1 (11 reviews) | 
| **Proactive Assistance** | 7.3 (42 reviews) | 5.8 (10 reviews) | 
| **Decision Making** | 7.5 (41 reviews) | 5.7 (10 reviews) | 

### Agentic Analytics

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

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Anaconda Core | Hex | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | 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 Hex (4):** [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide)


---
## Reviewer Demographics

### By Company Size

| Segment | Anaconda Core | Hex | 
|---|---|---|
| **Small-Business** | 44.4% | 24.9% | 
| **Mid-Market** | 24.3% | 60.5% | 
| **Enterprise** | 31.2% | 14.6% | 

### 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%

#### Hex

- **Computer Software:** 22.2%
- **Information Technology and Services:** 19.0%
- **Financial Services:** 12.3%
- **Hospital & Health Care:** 4.1%
- **Marketing and Advertising:** 3.2%
- **Internet:** 2.8%
- **Retail:** 1.9%
- **Insurance:** 1.6%
- **Health, Wellness and Fitness:** 1.6%
- **Mental Health Care:** 1.6%
- **Other:** 29.7%

---
## 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)
- [Deepnote](https://www.g2.com/products/deepnote/reviews) — 4.5/5 stars (382 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 (801 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)

### Alternatives to Hex

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3658 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Deepnote](https://www.g2.com/products/deepnote/reviews) — 4.5/5 stars (382 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (333 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1635 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (801 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) — 4.6/5 stars (255 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."

### Hex

No discussions available for this product.

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