RapidMiner vs ZenML: Which Should You Choose in 2026?
Choosing between RapidMiner and ZenML comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
By Toolradar Team · Last updated February 22, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
RapidMiner
Accelerate data science with a unified platform for data prep, machine learning, and model deployment.
Best for you if:
- • You need etl & data pipelines features specifically
- • End-to-end platform for data science and machine learning.
- • Combines visual workflow design with code-based options.
ZenML
The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents.
Best for you if:
- • You need workflow automation features specifically
- • Unifies ML and GenAI workflows into a single, orchestratable DAG.
- • Automates versioning, caching, and containerization for reproducibility and efficiency.
| At a Glance |  ZenML | |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | ETL & Data Pipelines | Workflow Automation |
Rating | —/100 | —/100 |
| Feature | RapidMiner | ZenML |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| Editorial Score | — | — |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | ETL & Data PipelinesStatistical Analysis | Workflow AutomationETL & Data Pipelines |
How RapidMiner and ZenML Compare
RapidMiner
Accelerate data science with a unified platform for data prep, machine learning, and model deployment.
Free tier available
ZenML
The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents.
Free tier available
RapidMiner is a etl & data pipelines tool. ZenML is in workflow automation.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: RapidMiner
Want the highest-rated option?
Neither has been rated yet.
Go with: RapidMiner
Value user reviews?
Neither has user reviews yet.
Go with: RapidMiner
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
RapidMiner is a etl & data pipelines tool. ZenML is in workflow automation. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
RapidMiner
- Free tier available
- Our pick for this comparison
ZenML
- Better fit for workflow automation
The Bottom Line
RapidMiner is our pick.
Frequently Asked Questions
Is RapidMiner or ZenML better?
RapidMiner scores high/100 in our evaluation. Both are freemium.
What are RapidMiner and ZenML used for?
RapidMiner: Accelerate data science with a unified platform for data prep, machine learning, and model deployment.. ZenML: The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents..
What does RapidMiner cost vs ZenML?
RapidMiner is freemium (free tier + paid plans). ZenML is freemium (free tier + paid plans). Visit their websites for detailed pricing.