ZenML vs RapidMiner: Which Should You Choose in 2026?
Choosing between ZenML and RapidMiner 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:
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.
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.
| At a Glance |  ZenML | |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | Workflow Automation | ETL & Data Pipelines |
Rating | —/100 | —/100 |
| Feature | ZenML | RapidMiner |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| Editorial Score | — | — |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Workflow AutomationETL & Data Pipelines | ETL & Data PipelinesStatistical Analysis |
How ZenML and RapidMiner Compare
ZenML
The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents.
Free tier available
RapidMiner
Accelerate data science with a unified platform for data prep, machine learning, and model deployment.
Free tier available
ZenML is a workflow automation tool. RapidMiner is in etl & data pipelines.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: ZenML
Want the highest-rated option?
Neither has been rated yet.
Go with: ZenML
Value user reviews?
Neither has user reviews yet.
Go with: ZenML
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?
ZenML is a workflow automation tool. RapidMiner is in etl & data pipelines. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
ZenML
- Free tier available
- Our pick for this comparison
RapidMiner
- Better fit for etl & data pipelines
The Bottom Line
ZenML is our pick.
Frequently Asked Questions
Is ZenML or RapidMiner better?
ZenML scores high/100 in our evaluation. Both are freemium.
What are ZenML and RapidMiner used for?
ZenML: The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents.. RapidMiner: Accelerate data science with a unified platform for data prep, machine learning, and model deployment..
What does ZenML cost vs RapidMiner?
ZenML is freemium (free tier + paid plans). RapidMiner is freemium (free tier + paid plans). Visit their websites for detailed pricing.