Knime vs SAS
Side-by-side comparison · Updated September 2026
| Description | KNIME is a visual platform for preparing data, building analytics and machine-learning workflows, and connecting AI models to business data. Its free, open-source Analytics Platform runs workflows locally on your desktop. Paid KNIME Hub plans add online execution, automation and collaboration; Business Hub provides enterprise deployment and governance. A KNIME workflow connects nodes that read, clean, transform, analyze and write data. You can run individual steps or the whole workflow, inspect intermediate results and combine visual work with code. KNIME lists more than 300 data connectors and integrations, including databases, cloud data services and AI providers. This makes it useful for repeatable reporting and data preparation as well as predictive models and data-aware agents. Choose a plan around how the work will run. Analytics Platform is free for local workflow building. Pro starts at $19 per month for individuals who need online automation and data-app deployment. Team starts at $99 per month for small businesses with fewer than 50 employees and includes three members; additional members cost $49 per month. Business Hub is quoted separately for enterprise requirements. Included workflow runtime and AI-assistant allowances have limits, so the subscription headline is not the entire cost of a larger workload. For a practical evaluation, rebuild one recurring spreadsheet or reporting task using representative data, check the intermediate transformations, and measure the runtime before scheduling it. Teams should also decide who can access sources and secrets, where execution happens, and which deployment or model-governance controls they need. Connected cloud services and model providers have their own terms and usage costs. | SAS Model Studio is a browser-based environment for building, comparing and deploying predictive models within the SAS Viya platform. It combines visual low-code and no-code workflows with options to customize work using Python, R and SAS code. The official product page at the former Visual Data Mining and Machine Learning address now presents Model Studio. Its AutoML features cover data processing, feature engineering, model tuning and selection. SAS Viya Copilot adds conversational assistance for developing and explaining models, while interpretability reports help users inspect how a model behaves. These tools support evaluation; they do not remove the need to validate a model against representative data and the intended business use. Compare SAS with KNIME when selecting an environment for shared analytics and model development. Evaluate deployment, integration and governance requirements alongside the modeling interface. SAS offers a Viya trial and an expert contact route; confirm the current trial scope and production pricing before planning a rollout. |
| Category | Data Analytics | Machine Learning |
| Rating | No reviews | No reviews |
| Pricing | Freemium | Pricing unavailable |
| Starting Price | Free | N/A |
| Plans |
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| Tags | data analyticsvisual workflowsdata preparationmachine learningETL | machine learningAutoMLpredictive analyticsmodel developmentvisual workflows |
| Features | ||
| Visual nodes for data access, preparation, analysis and reporting | ||
| 300+ data connectors and service integrations | ||
| Combine visual workflows with code | ||
| Machine learning, GenAI and data-aware agent workflows | ||
| Free local workflow building with Analytics Platform | ||
| Online workflow execution and automation on paid plans | ||
| Data-app deployment and workflow versioning | ||
| Private team collaboration and centralized billing | ||
| Enterprise permissions, staged deployment and model governance with Business Hub | ||
| Browser-based visual model development | ||
| Data preparation and feature engineering | ||
| AutoML model tuning and selection | ||
| Predictive model comparison and deployment | ||
| Python, R and SAS customization | ||
| SAS Viya Copilot conversational assistance | ||
| Model interpretability reports | ||
| View Knime | View SAS | |
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