# KNIME Reviews
**Vendor:** KNIME  
**Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)  
**Average Rating:** 4.4/5.0  
**Total Reviews:** 83
## About KNIME
KNIME helps everybody make sense of data. Its free and open source KNIME Analytics Platform enables anyone — whether they come from a business, technical or data background — to intuitively work with data, every day. KNIME Business Hub is the commercial complement to KNIME Analytics Platform and enables users to collaborate on data science and share insights across the organization. Together, the products support the complete data science lifecycle, allowing teams at all levels of analytics readiness to support the operationalization of data and to build a scalable data science practice.



## KNIME Pros & Cons
**What users like:**

- Users find KNIME's **ease of use** empowering, allowing non-coders to effortlessly build workflows and deliver solutions. (7 reviews)
- Users find KNIME's **coding ease** exceptional, allowing non-coders to create and understand workflows effortlessly. (4 reviews)
- Users appreciate the **ease of learning** with KNIME, enabling quick start for beginners and efficient workflow building. (4 reviews)
- Users appreciate the **ease of learning** KNIME, enabling swift mastery for complex data analysis and model development. (4 reviews)
- Users love the **easy-to-use data visualization tools** in KNIME, facilitating seamless creation of insightful workflows. (3 reviews)
- Easy Integrations (3 reviews)
- Graphical Visualization (3 reviews)
- Machine Learning (3 reviews)
- AI Capabilities (2 reviews)
- Automation (2 reviews)

**What users dislike:**

- Users face a **challenging learning curve** with KNIME, particularly those new to data science concepts and visual programming. (3 reviews)
- Users experience **memory availability issues** with KNIME, leading to lag and slowing down when handling large files. (3 reviews)
- Users experience **storage limitations** with KNIME, facing memory availability issues and slow performance with large files. (3 reviews)
- Users feel that **data management issues** hinder their experience and recommend enhancements for better functionality. (2 reviews)
- Users feel the **lack of learning resources** hinders their ability to effectively utilize KNIME's features. (2 reviews)
- Users experience **limited storage** issues with KNIME Software, affecting performance and usability during data processing. (2 reviews)
- Not User-Friendly (2 reviews)
- Beginner Difficulty (1 reviews)
- Data Analysis Difficulty (1 reviews)
- Difficult Navigation (1 reviews)


## KNIME Discussions
  - [Is Knime easy to use?](https://www.g2.com/discussions/is-knime-easy-to-use) - 1 comment

- [View KNIME pricing details and edition comparison](https://www.g2.com/products/knime-analytics-platform/reviews?page=6&section=pricing&secure%5Bexpires_at%5D=2026-05-31+19%3A41%3A42+-0500&secure%5Bsession_id%5D=f125a718-9c97-4633-9b44-d1b39b16beec&secure%5Btoken%5D=10d35ac394e3b281470093abe3610c88ab95466c323699abbbf73e537bb629b5&format=llm_user)
## KNIME Integrations
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)
  - [Amazon Athena](https://www.g2.com/products/amazon-athena/reviews)
  - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews)
  - [APACHE](https://www.g2.com/products/apache/reviews)
  - [Box](https://www.g2.com/products/box/reviews)
  - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews)
  - [Deepseek](https://www.g2.com/products/deepseek/reviews)
  - [Gemini](https://www.g2.com/products/zen-healthcare-it-gemini/reviews)
  - [Google Analytics](https://www.g2.com/products/google-analytics/reviews)
  - [IBM Db2](https://www.g2.com/products/ibm-db2/reviews)
  - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews)
  - [Microsoft 365](https://www.g2.com/products/microsoft365/reviews)
  - [Microsoft Access](https://www.g2.com/products/microsoft-access/reviews)
  - [Microsoft Fabric](https://www.g2.com/products/microsoft-fabric/reviews)
  - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)
  - [Microsoft SharePoint](https://www.g2.com/products/microsoft-sharepoint/reviews)
  - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews)
  - [MongoDB](https://www.g2.com/products/mongodb/reviews)
  - [MySQL](https://www.g2.com/products/mysql/reviews)
  - [Neo4j Graph Data Science](https://www.g2.com/products/neo4j-graph-data-science/reviews)
  - [Ollama](https://www.g2.com/products/ollama/reviews)
  - [Openai](https://www.g2.com/products/openai/reviews)
  - [OpenStreetMap](https://www.g2.com/products/openstreetmap/reviews)
  - [OrientDB](https://www.g2.com/products/orientdb/reviews)
  - [pgAdmin](https://www.g2.com/products/pgadmin/reviews)
  - [PostgreSQL](https://www.g2.com/products/postgresql/reviews)
  - [SAP Cloud ERP (SAP S/4HANA Cloud)](https://www.g2.com/products/sap-cloud-erp-sap-s-4hana-cloud/reviews)
  - [Shopware](https://www.g2.com/products/shopware/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Tableau](https://www.g2.com/products/tableau/reviews)
  - [Yandex Maps API](https://www.g2.com/products/yandex-maps-api/reviews)

## KNIME Features
**Administration**
- Quality Control
- Data Sampling
- Collaboration

**System**
- Data Ingestion & Wrangling

**Data Ingestion & Preparation - Low-Code Machine Learning Platforms**
- Automatic Data Profiling & Quality Assessment
- Multi‑Source Connector Support
- Schema Drift / Change Detection

**Statistical Tool**
- Scripting
- Data Mining
- Algorithms

**Model Development**
- Language Support
- Drag and Drop
- Pre-Built Algorithms
- Model Training

**Capabilities**
- Data Visualization
- Survival Analysis
- Risk Data Attributes
- Cost Analysis

**Model Development**
- Feature Engineering

**Model Construction & Automation - Low-Code Machine Learning Platforms**
- Guided Algorithm & Hyperparameter Recommendation
- Code Extensibility
- Automated Feature Engineering

**Data Analysis**
- Analysis
- Data Interaction

**Machine/Deep Learning Services**
- Computer Vision
- Natural Language Processing
- Natural Language Generation
- Artificial Neural Networks

**Methodology**
- ANOVA Support
- Regression
- Time Series Analysis

**Machine/Deep Learning Services**
- Natural Language Understanding
- Deep Learning

**Decision Making**
- Modeling
- Data Visualizations
- Report Generation
- Data Unification

**Deployment**
- Managed Service
- Application
- Scalability

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Generative AI**
- AI Text Generation
- AI Text Summarization
- AI Text-to-Image

**Agentic AI - Data Science and Machine Learning Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

## Top KNIME Alternatives
  - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (774 reviews)
  - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) - 4.6/5.0 (490 reviews)
  - [Dataiku](https://www.g2.com/products/dataiku/reviews) - 4.4/5.0 (187 reviews)