# Anaconda Core vs KNIME Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Anaconda AI Platform excels in overall user satisfaction, reflected in its higher G2 Score. Users appreciate its reliability and simplicity in managing complex data science projects, with one reviewer noting that the platform significantly reduces bottlenecks by allowing users to create, isolate, and reproduce environments easily.
- **Users say** KNIME Software stands out for its **visual workflow interface** , which makes it accessible for non-programmers. Reviewers highlight that the platform empowers users to perform complex data analysis without needing extensive coding skills, making it a great choice for those new to data science.
- **According to verified reviews** , Anaconda AI Platform has a robust community and extensive resources, which users find invaluable for learning and troubleshooting. One user mentioned that the platform bridges the gap for aspiring ML engineers, making their journey easier and more secure.
- **Reviewers mention** that while KNIME Software offers a strong community support system, it currently lacks the volume of recent reviews compared to Anaconda AI Platform. This may indicate a slower pace of updates or user engagement, which could be a consideration for potential users looking for active support.
- **G2 reviewers highlight** that both platforms offer free entry-level pricing, making them accessible to a wide range of users. However, Anaconda AI Platform's larger user base and recent activity suggest a more vibrant ecosystem for collaboration and support.
- **Users report** that while KNIME Software provides excellent tools for data ingestion and wrangling, Anaconda AI Platform's package management capabilities, particularly with conda, are praised for handling dependency conflicts effectively, which is crucial for maintaining project stability.



| | Anaconda Core | KNIME | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 241 | 92 | 
| **Largest Market Segment** | Small-Business (44.4% of reviews) | Enterprise (43.2% of reviews) | 
| **Entry Level Price** | Free 1 User With One-Time Purchase | Free | 

---
## 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)

### KNIME

Pros:
- Ease of Use (7 reviews)
- Coding Ease (4 reviews)

Cons:
- Learning Difficulty (3 reviews)
- Memory Usage (3 reviews)

---
## Ratings Comparison
| Rating | Anaconda Core | KNIME | 
|---|---|---|
  | **Meets Requirements** | 9.0 (148 reviews) | 8.6 (80 reviews) | 
  | **Ease of Use** | 8.7 (156 reviews) | 8.4 (80 reviews) | 
  | **Ease of Setup** | 8.4 (83 reviews) | 8.1 (36 reviews) | 
  | **Ease of Admin** | 8.7 (23 reviews) | 8.0 (17 reviews) | 
  | **Quality of Support** | 8.4 (129 reviews) | 8.3 (72 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (21 reviews) | 8.2 (15 reviews) | 
  | **Product Direction (% positive)** | 9.2 (139 reviews) | 8.6 (77 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

### KNIME

#### Entry-Level Pricing

Plan: KNIME Analytics Platform

Price: Free

Description: Build and run workflows locally on your desktop

Key Features:
- Connect to 300+ data sources and services
- Process & analyze data of any size or type — numerical, categorical, text, images, time-series, or even molecule or network data
- Perform analytics of any complexity — from simple analytics to statistical analysis to leveraging machine learning and GenAI

[Browse all 4 editions](https://www.g2.com/products/knime-analytics-platform/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **KNIME** | 8.6/10 | 27 |

#### Reports

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.1 (18 reviews) | 
| **Steps to Answer** | Not enough data | 8.3 (20 reviews) | 
| **Graphs and Charts** | Not enough data | 8.4 (19 reviews) | 
| **Score Cards** | Not enough data | 8.2 (16 reviews) | 
| **Dashboards** | Not enough data | 8.2 (16 reviews) | 

#### Data Preparation

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Connectors** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Data Querying** | Not enough data | Not enough data | 
| **Data Filtering** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.9 (18 reviews) | 
| **Data Column Filtering** | Not enough data | 9.2 (18 reviews) | 
| **Data Discovery** | Not enough data | 8.8 (18 reviews) | 
| **Search** | Not enough data | 8.2 (16 reviews) | 
| **Collaboration / Workflow** | Not enough data | 7.7 (19 reviews) | 
| **Automodeling** | Not enough data | 8.7 (17 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 9.4 (18 reviews) | 
| **Data Visualization** | Not enough data | 8.3 (19 reviews) | 
| **Big Data Services** | Not enough data | 8.1 (18 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (5 reviews) | 
| **Data Modeling** | Not enough data | 8.7 (5 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 6.3 (5 reviews) | 
| **Integration APIs** | Not enough data | Not enough data | 

### Data Preparation

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

#### Data Source Access

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | 
| **API Connectivity** | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **Data Joining** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | 
| **Data Sharing** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | 
| **Ease of Integrations** | Not enough data | Not enough data | 
| **Data Workflows** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **KNIME** | 8.5/10 | 31 |

#### Administration

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Quality Control** | Not enough data | 8.4 (25 reviews) | 
| **Data Sampling** | Not enough data | 8.8 (28 reviews) | 
| **Collaboration** | Not enough data | 8.6 (26 reviews) | 

#### Capabilities

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (27 reviews) | 
| **Survival Analysis** | Not enough data | 8.5 (24 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.6 (24 reviews) | 
| **Cost Analysis** | Not enough data | 8.0 (22 reviews) | 

#### Methodology

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **ANOVA Support** | Not enough data | 8.3 (22 reviews) | 
| **Regression** | Not enough data | 8.7 (26 reviews) | 
| **Time Series Analysis** | Not enough data | 8.6 (26 reviews) | 

#### Generative AI

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### ETL Tools

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

#### Management

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 

#### Functionality

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Extraction** | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | 8.1/10 | 131 |
| **KNIME** | 8.2/10 | 29 |

#### System

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (109 reviews) | 9.0 (19 reviews) | 

#### Model Development

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Language Support** | 8.5 (110 reviews) | 8.5 (17 reviews) | 
| **Drag and Drop** | 7.8 (103 reviews) | 9.2 (19 reviews) | 
| **Pre-Built Algorithms** | 8.2 (110 reviews) | 8.3 (16 reviews) | 
| **Model Training** | 8.5 (114 reviews) | 8.3 (15 reviews) | 

#### Model Development

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Feature Engineering** | 8.3 (102 reviews) | 8.4 (18 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Computer Vision** | 8.3 (106 reviews) | 7.7 (11 reviews) | 
| **Natural Language Processing** | 8.6 (108 reviews) | 8.5 (14 reviews) | 
| **Natural Language Generation** | 8.4 (106 reviews) | 8.1 (12 reviews) | 
| **Artificial Neural Networks** | 8.4 (104 reviews) | 7.6 (12 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Natural Language Understanding** | 8.5 (100 reviews) | 8.1 (15 reviews) | 
| **Deep Learning** | 8.4 (97 reviews) | 8.0 (14 reviews) | 

#### Deployment

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Managed Service** | 8.2 (108 reviews) | 8.3 (15 reviews) | 
| **Application** | 8.5 (112 reviews) | 8.8 (16 reviews) | 
| **Scalability** | 8.3 (111 reviews) | 8.5 (19 reviews) | 

#### Generative AI

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **AI Text Generation** | 8.2 (56 reviews) | 7.7 (5 reviews) | 
| **AI Text Summarization** | 7.7 (53 reviews) | 7.7 (5 reviews) | 
| **AI Text-to-Image** | 6.9 (53 reviews) | 6.7 (5 reviews) | 

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

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Autonomous Task Execution** | 7.3 (41 reviews) | 8.3 (6 reviews) | 
| **Multi-step Planning** | 7.4 (41 reviews) | Not enough data | 
| **Cross-system Integration** | 7.9 (41 reviews) | Not enough data | 
| **Adaptive Learning** | 7.7 (40 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.9 (39 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (42 reviews) | Not enough data | 
| **Decision Making** | 7.5 (41 reviews) | Not enough data | 

### AI Agents For Business Operations

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

#### Responses

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | 

#### Platform

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### AI Agent Builders

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

#### Customization - AI Agent Builders

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

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

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

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **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 | Anaconda Core | KNIME | 
|---|---|---|
| **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 | 

### Agentic Analytics

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

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **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 | KNIME | 
|---|---|---|
| **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 | KNIME | 
|---|---|---|
| **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 | KNIME | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **KNIME** | 8.1/10 | 46 |

#### Statistical Tool

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Scripting** | Not enough data | 8.0 (38 reviews) | 
| **Data Mining** | Not enough data | 8.3 (43 reviews) | 
| **Algorithms** | Not enough data | 8.2 (41 reviews) | 

#### Data Analysis

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Analysis** | Not enough data | 8.4 (35 reviews) | 
| **Data Interaction** | Not enough data | 8.4 (44 reviews) | 

#### Decision Making

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Modeling** | Not enough data | 8.3 (32 reviews) | 
| **Data Visualizations** | Not enough data | 8.1 (42 reviews) | 
| **Report Generation** | Not enough data | 8.0 (40 reviews) | 
| **Data Unification** | Not enough data | 8.4 (41 reviews) | 

#### Generative AI

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.6 (7 reviews) | 
| **AI Text Summarization** | Not enough data | 7.6 (7 reviews) | 

### AI Agents

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

#### Agentic AI - AI Agents

| Feature | Anaconda Core | KNIME | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | 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 KNIME (9):** [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [ETL Tools](https://www.g2.com/categories/etl-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Anaconda Core | KNIME | 
|---|---|---|
| **Small-Business** | 44.4% | 25.0% | 
| **Mid-Market** | 24.3% | 31.8% | 
| **Enterprise** | 31.2% | 43.2% | 

### 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%

#### KNIME

- **Information Technology and Services:** 27.4%
- **Higher Education:** 9.5%
- **Research:** 4.8%
- **Financial Services:** 4.8%
- **Accounting:** 3.6%
- **Banking:** 3.6%
- **E-Learning:** 3.6%
- **Defense & Space:** 2.4%
- **Education Management:** 2.4%
- **Retail:** 2.4%
- **Other:** 35.7%

---
## Alternatives

### Alternatives to Anaconda Core

- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.3/5 stars (56 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 (571 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 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 (659 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 (840 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)

### Alternatives to KNIME

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (840 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (215 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3692 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (571 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1011 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 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."

### KNIME

- Title: [Is Knime easy to use?](https://www.g2.com/discussions/is-knime-easy-to-use) — 1 comment
  > **Top comment:** "Not as easy as Alteryx but a lot of its components are customizable and it vastly extends the use cases that could be built with it. This trumps the easy to..."

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