--- title: KNIME Reviews meta_title: 'KNIME Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 99 reviews by the users' company size, role or industry to find out how KNIME works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 99 scale: '5' date_modified: '2026-07-10' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # KNIME Reviews **Vendor:** KNIME **Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms) **Average Rating:** 4.5/5.0 **Total Reviews:** 99 ## 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 **extremely easy to use** , appreciating its intuitive interface and point-and-click workflow capabilities. (7 reviews) - Users appreciate the **coding ease** of KNIME, allowing non-coders to build powerful workflows effortlessly. (4 reviews) - Users appreciate the **ease of learning** with KNIME, allowing beginners to quickly start delivering results. (4 reviews) - Users find KNIME to be **easy to learn** , enabling quick delivery of data solutions and enhancing workflow efficiency. (4 reviews) - Users praise the **user-friendly data visualization tools** of KNIME, which simplify complex analyses for everyone. (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 find the **initial learning curve challenging** , especially for those new to data science or visual programming. (3 reviews) - Users experience **memory availability issues** with KNIME, especially when handling large files, impacting performance and efficiency. (3 reviews) - Users often face **storage limitations** with KNIME, experiencing slow performance and memory issues, especially with large datasets. (3 reviews) - Users find that **data management issues** hinder their experience, particularly with file handling and database readability. (2 reviews) - Users find the **lack of learning resources** frustrating, impacting their ability to fully 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=5§ion=pricing&secure%5Bexpires_at%5D=2026-07-11+04%3A41%3A34+-0500&secure%5Bsession_id%5D=8483f834-0ae6-4763-aa0b-c0f6bb624e38&secure%5Btoken%5D=0522ca116aafcd24f48ccd231fe8e0dfbe6e103e506d0cd79198d2e25a8ebf5c&format=llm_user) ## KNIME Integrations - [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 BW/4HANA](https://www.g2.com/products/sap-bw-4hana/reviews) - [SAP Cloud ERP (SAP S/4HANA Cloud)](https://www.g2.com/products/sap-cloud-erp-sap-s-4hana-cloud/reviews) - [SAP ECC](https://www.g2.com/products/sap-ecc/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 **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards **Data Source Access** - Breadth of Data Sources - Ease of Data Connectivity - API Connectivity **Administration** - Quality Control - Data Sampling - Collaboration **Management** - Reporting - Auditing **System** - Data Ingestion & Wrangling **Data Preparation** - Connectors - Data Governance **Responses** - Personalization - Route To Human - Natural Language Understanding (NLU) **Automation - AI Agents** - Sales Follow-Up - Customer Interaction Automation - Lead Generation - Document Processing - Feedback Collection **Customization - AI Agent Builders** - Natural Language Configuration - Tone Customization - Security Guardrails **Data Ingestion & Preparation - Low-Code Machine Learning Platforms** - Automatic Data Profiling & Quality Assessment - Multi‑Source Connector Support - Schema Drift / Change Detection **Data Connectivity and Prep - Agentic Analytics** - Data Source Connectivity - Automated Data Preparation **Statistical Tool** - Scripting - Data Mining - Algorithms **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Data Interaction** - Profiling and Classification - Metadata Management - Data Modeling - Data Joining - Data Blending - Data Quality and Cleansing - Data Sharing - Data Governance **Capabilities** - Data Visualization - Survival Analysis - Risk Data Attributes - Cost Analysis **Functionality** - Extraction - Transformation - Loading - Automation - Scalability **Model Development** - Feature Engineering **Data Modeling and Blending** - Data Querying - Data Filtering - Data Blending **Platform** - Conversation Editor - Integration - Human-In-The-Loop **Autonomy - AI Agents** - Independent Decision Making - Adaptive Responses - Task Execution - Problem Solving **Functionality - AI Agent Builders** - Omni-channel Support - Agent Branding - Proactive Response Capabilities - Seamless Human Escalation **Model Construction & Automation - Low-Code Machine Learning Platforms** - Guided Algorithm & Hyperparameter Recommendation - Code Extensibility - Automated Feature Engineering **Autonomous Insight Generation - Agentic Analytics** - Continuous Pattern Detection - Multi‑Step Reasoning - Predictive & Prescriptive Analytics **Data Analysis** - Analysis - Data Interaction **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Data Exporting** - Breadth of Integrations - Ease of Integrations - Data Workflows **Methodology** - ANOVA Support - Regression - Time Series Analysis **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization **Data and Analytics - AI Agent Builders** - Analytics & Reporting - Contextual Awareness - Data Privacy Compliance **Agentic AI - AI Agents** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Interaction and Workflow - Agentic Analytics** - Natural Language Query and Conversational Analytics - Action Triggering & Workflow Orchestration - Explainability & Audit Trails **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 **Integration - AI Agent Builders** - Workflow Automation - API Usage - Platform Interoperability - CRM Data Integration **Agentic AI - Analytics Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **AI Agent Management - Agentic Analytics** - Agent Configuration & Goals - Continuous Learning & Feedback **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Deployment & Integration - Analytics Platforms** - No-code Dashboard Builder - Report Scheduling and Automation - Embedded Analytics and White-labeling - Data Source Connectivity **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services **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 **Performance & Scalability - Analytics Platforms** - Large data handling and Query Speed - Concurrent User Support **Advanced Analytics & Modeling - Analytics Platforms** - Data Modeling and Governance - Notebook and Script Integration - Built-in Predictive and Statistical Models **Agentic AI Capabilities - Analytics Platforms** - Auto-generated Insights and Narratives - Natural Language Queries - Proactive KPI Monitoring and Alerts - AI Agents for Analytical Follow-ups **Personalized Intelligence - Analytics Platforms** - Behavioral Learning for Contextual Query Refinement - Role-based Insight Personalization - Conversational and Prompt-based Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs ## Top KNIME Alternatives - [Alteryx](https://www.g2.com/products/alteryx/reviews) - 4.6/5.0 (844 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) - 4.4/5.0 (210 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,648 reviews)