Keboola vs IBM DataStage

Keboola9.8Visit IBM DataStage5.8Visit

Higher score Keboola #1 in ETL Software 9.8/10 Free plan Free plan✓ 3 of 3 features Visit Keboola

vs

IBM DataStage #17 in ETL Software 5.8/10 From $1.75 ✓ 1 of 3 features Visit IBM DataStage

• Keboola fits best

  Teams wanting managed ETL with a free tier

• IBM DataStage fits best

  Enterprise parallel ETL with hybrid runtimes

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Side by side

Feature	Keboola 9.8/10 Visit ↗	IBM DataStage 5.8/10 Visit ↗
At a glance
Editor score	9.8	5.8
Ranking	#1 in ETL Software	#17 in ETL Software
Best for	Teams wanting managed ETL with a free tier	Enterprise parallel ETL with hybrid runtimes
Pricing model	Free plan + paid	Paid
Starting price	Not published	Not published
Free plan	✓ (best)	Not published
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web	Web
Support	Live chat, Docs	Tickets, Community, Docs
Built for	Mid-market, Enterprise	Enterprise, Mid-market
Features Keboola 3/3 · IBM DataStage 1/3
Incremental loading	✓ (best)	Not published
Change data capture	✓ (best)	Not published
Custom code transforms	✓	✓
Specs
Deployment	Hybrid	Hybrid
Source connectors	Not published	Not published
Destination connectors	Not published	Not published
Transformation mode	Mixed	Mixed
Our review
Pros	Free plan includes unlimited ETL/ELT pipelines and 1,500+ data sources Supports SQL, Python, R, dbt, CDC, lineage, cataloging, and monitoring Hybrid, private VPC, API, CLI, and AI-assisted pipeline operations	Parallel processing for large-volume ETL and ELT execution Hybrid, multicloud, cloud, and on-premises deployment options Reusable pipelines with SQL pushdown and remote engine execution
Cons	Free plan is limited to one Keboola project Extra compute after the free allocation costs $0.14 per minute Enterprise pricing requires contacting sales	Pricing is based on capacity unit-hours rather than a simple flat fee Advanced data quality features are tied to Enterprise Plus Its broad runtime and deployment model may exceed smaller teams’ needs
Our verdict	Keboola is a cloud data integration and operations platform for data teams, analysts, and enterprises. It combines managed connectors for SaaS applications, databases, event streams, and REST APIs with visual orchestration,… Read the review →	IBM DataStage is a data integration platform for organizations connecting disparate data sources, transforming large data volumes, and delivering data for analytics and AI. It supports ETL and ELT pipeline execution, parallel processing,… Read the review →

Strengths and trade-offs

• Keboola — where it wins

  • Free plan includes unlimited ETL/ELT pipelines and 1,500+ data sources
  • Supports SQL, Python, R, dbt, CDC, lineage, cataloging, and monitoring
  • Hybrid, private VPC, API, CLI, and AI-assisted pipeline operations

  Where it doesn't

  • Free plan is limited to one Keboola project
  • Extra compute after the free allocation costs $0.14 per minute
  • Enterprise pricing requires contacting sales

• IBM DataStage — where it wins

  • Parallel processing for large-volume ETL and ELT execution
  • Hybrid, multicloud, cloud, and on-premises deployment options
  • Reusable pipelines with SQL pushdown and remote engine execution

  Where it doesn't

  • Pricing is based on capacity unit-hours rather than a simple flat fee
  • Advanced data quality features are tied to Enterprise Plus
  • Its broad runtime and deployment model may exceed smaller teams’ needs

• Keboola9.8/10 · Free plan

  Managed ETL with a free tier, broad connectors, visual orchestration, and hybrid deployment.

  Visit KeboolaFull verdict →
• IBM DataStage5.8/10 · From $1.75

  A broad enterprise ETL platform for parallel pipelines across cloud and on-premises runtimes.

  Visit IBM DataStageFull verdict →