AWS Glue DataBrew vs KNIME Analytics Platform

AWS Glue DataBrew8.9Visit KNIME Analytics Platform8.6Visit

Higher score AWS Glue DataBrew #4 in Data Transformation Tools 8.9/10 Paid ✓ 0 of 3 features Visit AWS Glue

vs

KNIME Analytics Platform #7 in Data Transformation Tools 8.6/10 Free plan Free plan✓ 0 of 3 features Visit KNIME

• AWS Glue DataBrew fits best

  AWS users preparing data with point-and-click recipes

• KNIME Analytics Platform fits best

  Free visual workflows with broad connectivity

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Side by side

Feature	AWS Glue DataBrew 8.9/10 Visit ↗	KNIME Analytics Platform 8.6/10 Visit ↗
At a glance
Editor score	8.9	8.6
Ranking	#4 in Data Transformation Tools	#7 in Data Transformation Tools
Best for	AWS users preparing data with point-and-click recipes	Free visual workflows with broad connectivity
Pricing model	Paid	Free
Starting price	$0.48/unit usage-based	Free
Free plan	—	✓ (best)
Free trial	—	—
Deployment	Cloud	Desktop, Self-hosted, Cloud
Platforms	Web	Windows, macOS, Linux
Support	Docs	Community, Docs
Integrations	7 integrations	300+ integrations
Built for	Small business, Mid-market, Enterprise	Solo, Small business, Mid-market, Enterprise
Features AWS Glue DataBrew 0/3 · KNIME Analytics Platform 0/3
Version control	Not checked yet	Not checked yet
Workflow orchestration	Not checked yet	Not checked yet
Data quality checks	Not checked yet	Not checked yet
Specs
Deployment model	Not checked yet	Not checked yet
Transformation interface	Not checked yet	Not checked yet
Supported data formats	Not checked yet	Not checked yet
Our review
Pros	Offers more than 250 built-in transformations and reusable, versioned recipes Combines dataset profiling, anomaly detection, and visual data lineage Supports scheduled recipe jobs and output to Amazon S3 and supported data stores	Free, open-source desktop workflows across Windows, macOS, and Linux Connects to 300+ data sources and services Combines visual workflows with Python, R, JavaScript, and API deployment
Cons	Its listed integrations center on AWS services and data stores Interactive sessions and recipe or profile jobs are billed separately by usage Cloud deployment and point-and-click workflows may not suit non-AWS or code-first teams	Real-time REST deployment requires KNIME Hub or Server Automated ML is not included Desktop workflow execution may not fit teams seeking a cloud-first workspace
Our verdict	AWS Glue DataBrew gives data analysts and data scientists a visual, point-and-click way to profile, clean, normalize, and transform datasets without writing code. It is aimed at teams preparing data for analytics and machine learning,… Read the review →	KNIME Analytics Platform is a free, open-source desktop application for building visual workflows across data access, transformation, analysis, modeling, and visualization. It is aimed at data analysts, data scientists, business users, and… Read the review →

Strengths and trade-offs

• AWS Glue DataBrew — where it wins

  • Offers more than 250 built-in transformations and reusable, versioned recipes
  • Combines dataset profiling, anomaly detection, and visual data lineage
  • Supports scheduled recipe jobs and output to Amazon S3 and supported data stores

  Where it doesn't

  • Its listed integrations center on AWS services and data stores
  • Interactive sessions and recipe or profile jobs are billed separately by usage
  • Cloud deployment and point-and-click workflows may not suit non-AWS or code-first teams

• KNIME Analytics Platform — where it wins

  • Free, open-source desktop workflows across Windows, macOS, and Linux
  • Connects to 300+ data sources and services
  • Combines visual workflows with Python, R, JavaScript, and API deployment

  Where it doesn't

  • Real-time REST deployment requires KNIME Hub or Server
  • Automated ML is not included
  • Desktop workflow execution may not fit teams seeking a cloud-first workspace

• AWS Glue DataBrew8.9/10 · Paid

  Point-and-click data preparation for AWS users, with usage-based charges for sessions and jobs.

  Visit AWS GlueFull verdict →
• KNIME Analytics Platform8.6/10 · Free plan

  A free visual platform for connected data preparation, analytics, modeling, and deployment.

  Visit KNIMEFull verdict →