Best Pentaho Data Integration Alternatives in 2026
The top Pentaho Data Integration alternatives are Dataform, Alteryx Designer and Apache Beam: 15 data transformation tools our editors would look at instead of Pentaho Data Integration, in our ranking order.
Pentaho Data Integration: Visual ETL and orchestration for teams that need cloud or self-hosted deployment. Where it falls short: pricing requires contacting sales, so costs are not readily comparable..
Switching from Pentaho Data Integration? For most data transformation tools buyers the best Pentaho Data Integration alternative is Dataform, built for sQL transformation in BigQuery. On a budget, Prophecy starts at $150/user/mo.
Why People Look for a Pentaho Data Integration Alternative
- Pricing requires contacting sales, so costs are not readily comparable
- There is no free plan; the 30-day evaluation is time-limited
- Version control depends on enabling it in the repository configuration
- No free plan — 8 of the alternatives below have it
Quick Picks by What You Need
- Best overallDataform9.2
SQL transformation in BigQuery
Visit Dataform - Lowest priceProphecy8.1
Paid plans from $150/user/mo
Visit Prophecy - Best free optionDataform9.2
Has a free plan (Pentaho Data Integration has none)
Visit Dataform
All 15 Pentaho Data Integration Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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Best forSQL transformation in BigQuery
- Better than Pentaho Data Integration:
- Free plan
- Editor score 9.2 vs 8.3
A free, managed workflow service for SQL transformation and testing in BigQuery.
- Version control
- Workflow orchestration
- Data quality checks
9.2/10★★★★★Visit Dataform -
Best forEnterprise visual data preparation and analytics
- Better than Pentaho Data Integration:
- Editor score 9.1 vs 8.3
A broad visual toolkit for enterprise analysts working across complex data environments.
9.1/10★★★★★Visit Alteryx -
Best forEngineering teams building batch and streaming pipelines
- Better than Pentaho Data Integration:
- Editor score 9.0 vs 8.3
A broad, portable framework for engineering teams building code-driven data pipelines.
9.0/10★★★★☆Visit Apache Beam -
Best forAWS users preparing data with point-and-click recipes
- Better than Pentaho Data Integration:
- Editor score 8.9 vs 8.3
Point-and-click data preparation for AWS users, with usage-based charges for sessions and jobs.
8.9/10★★★★☆Visit AWS Glue -
Best forTeams seeking open-source visual ETL across runtimes
- Better than Pentaho Data Integration:
- Free plan
- Editor score 8.8 vs 8.3
Visual ETL with broad transforms, CDC options and execution across multiple runtimes.
8.8/10★★★★☆Visit Apache Hop -
Best forGeneral-purpose Python data transformation
- Better than Pentaho Data Integration:
- Editor score 8.7 vs 8.3
A broad, code-first Python toolkit for cleaning, joining, reshaping, and analyzing data.
- Data quality checks
8.7/10★★★★☆Visit pandas -
Best forFree visual workflows with broad connectivity
- Better than Pentaho Data Integration:
- Free plan
- Editor score 8.6 vs 8.3
A free visual platform for connected data preparation, analytics, modeling, and deployment.
8.6/10★★★★☆Visit KNIME -
Best forFree interactive data cleaning and exploration
- Better than Pentaho Data Integration:
- Free plan
- Editor score 8.5 vs 8.3
A capable local data-cleaning workspace with strong exploration and export tools.
8.5/10★★★★☆Visit OpenRefine -
Best forCloud warehouse teams using visual pipelines
- Better than Pentaho Data Integration:
- Editor score 8.4 vs 8.3
A flexible visual transformation workspace for teams operating cloud warehouses.
- Version control
- Workflow orchestration
- Data quality checks
8.4/10★★★★☆Visit Matillion -
Best forFast Python and multi-language data processing
- Better than Pentaho Data Integration:
- Free plan
A fast, code-first data transformation engine with open-source and managed deployment options.
- Workflow orchestration
8.2/10★★★★☆Visit Polars -
Best forAI-assisted visual cloud pipelines
- Better than Pentaho Data Integration:
- Free plan
A visual, AI-assisted pipeline platform with a free tier and warehouse execution.
- Version control
- Workflow orchestration
- Data quality checks
8.1/10★★★★☆Visit Prophecy -
Best forHigh-volume governed flat-file and database ETL
A governed ETL package for high-volume flat-file and database transformation.
- Version control
- Workflow orchestration
- Data quality checks
8.0/10★★★★☆Visit IRI CoSort -
Best forCustomer-success teams transforming customer data
- Better than Pentaho Data Integration:
- Free plan
Open-source customer-success analytics with transformations, lineage, and multi-source insights.
7.9/10★★★★☆Visit Bruin -
Best forPython transformations across SQL backends
A code-first choice for portable Python transformations across SQL systems.
7.8/10★★★★☆Visit Ibis -
Best forR users transforming in-memory tabular data
- Better than Pentaho Data Integration:
- Free plan
A focused, free R toolkit for transforming data frames and tibbles with code.
7.7/10★★★★☆Visit Posit
Pentaho Data Integration Alternatives: Common Questions
What is the best alternative to Pentaho Data Integration?
Dataform: #1 in our Data Transformation Tools ranking, with an editor score of 9.2 out of 10. A free, managed workflow service for SQL transformation and testing in BigQuery.
Is there a free alternative to Pentaho Data Integration?
Yes. Dataform, Apache Beam, Apache Hop, pandas and KNIME Analytics Platform have a free plan or a free tier (11 of the 15 alternatives on this page).
Why do people look for Pentaho Data Integration alternatives?
Pricing requires contacting sales, so costs are not readily comparable; There is no free plan; the 30-day evaluation is time-limited; Version control depends on enabling it in the repository configuration.
How do I switch from Pentaho Data Integration?
Export your data from Pentaho Data Integration (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Pentaho Data Integration.
How to Switch from Pentaho Data Integration
- Export your data from Pentaho Data Integration (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Pentaho Data Integration.
Pentaho Data Integration vs Each Alternative
| # | Tool | Free plan | Paid from | Deployment model | Transformation interface | Supported data formats | Score |
|---|---|---|---|---|---|---|---|
| 10 | Pentaho Data Integration | No | Hybrid | Visual | Flat files, relational databases, Hadoop, NoSQL, cloud storage, JSON, XML, Parquet | 8.3 | |
| 1 | Dataform | Yes | Free | Cloud | Sql | SQLX, JavaScript, JSON | 9.2 |
| 2 | Alteryx Designer | No | 9.1 | ||||
| 3 | Apache Beam | Free | 9.0 | ||||
| 4 | AWS Glue DataBrew | No | $0.48/unit usage-based | 8.9 | |||
| 5 | Apache Hop | Yes | Free | 8.8 | |||
| 6 | pandas | Free | Self_hosted | Code | CSV, delimited text, fixed-width text, clipboard, Excel, OpenDocument, JSON, HTML, XML, LaTeX, HDF5, Feather, Parquet, Apache Iceberg, ORC, SQL, Google BigQuery, Stata, SAS, SPSS, Python Pickle | 8.7 | |
| 7 | KNIME Analytics Platform | Yes | Free | 8.6 | |||
| 8 | OpenRefine | Yes | Free | 8.5 | |||
| 9 | Matillion Transform | Hybrid | Visual | JSON, AVRO | 8.4 | ||
| 10 | Polars | Yes | $0.05/unit usage-based | Hybrid | Code | CSV, JSON, Parquet, Delta Lake, Avro, Excel, Feather, Arrow IPC | 8.2 |
| 11 | Prophecy | Yes | $150/user/mo | Cloud | Visual | CSV, TSV, JSON, text, XLSX, XLS, XML, fixed-width, Parquet | 8.1 |
| 12 | IRI CoSort | No | $5,490 one-time | Hybrid | Code | Delimited, fixed, line sequential, record sequential, variable sequential, blocked, CSV, JSON, LDIF, XML, COBOL, ODBC tables, Excel, Kafka, MQTT, S3, Azure Blob, GCP storage, HDFS | 8.0 |
| 13 | Bruin for Customer Success | Yes | Free | 7.9 | |||
| 14 | Ibis | Free | Self_hosted | Code | CSV, TSV, JSON, Parquet, Delta Lake, Avro | 7.8 | |
| 15 | dplyr | Yes | Free | Self_hosted | Code | data frames, tibbles | 7.7 |
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update