kitio.aiInterpretML vs Rulex
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. InterpretML is completely free, while Rulex is free trial.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Explainable Boosting Machines
- LIME and SHAP explainers
- Global and local explanations
- What-if analysis
- Model comparison dashboards
- Data orchestration and quality
- Explainable AI rules
- Optimization and rule engine
- Scenario simulator
- AutoML
- Workflow automation
| Feature | InterpretML | Rulex |
|---|---|---|
| Best for | Open-source toolkit for explaining machine learning model behavior | Decision intelligence platform with explainable AI and optimization |
| Category | Data & analytics | Data & analytics |
| Pricing model | Free | Free trial |
| Starting price | Free | See pricing page |
| Free plan | Yes, fully free | No, trial available |
| Made by | InterpretML Contributors | Rulex |
| Based in | – | Italy |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
InterpretML is completely free, while Rulex is free trial.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Factory Lite
€95/mo
- Desktop installation
- Up to 10 million cells
- Community support
Factory Personal
€540/mo
- Unlimited data
- Parallel computation
- Customer support portal
Factory Enterprise
Contact sales
- Cloud deployment
- Vault variables
- Alerting
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
InterpretML
- Free and open source
- Glass-box and black-box methods together
- Useful for model audits
- Mainly aimed at tabular data
- Requires Python and ML knowledge
- Not built for LLM explanations
Rulex
- Explainable models instead of black boxes
- Covers data prep through decisions
- Free training academy
- Prices listed in euros on annual licences
- Lite plan limited to 10 million cells
- Steep cost jump to Personal
Which one should you choose?
Choose InterpretML if you want:
- Free and open source
- Glass-box and black-box methods together
- Useful for model audits
Watch out: mainly aimed at tabular data.
Choose Rulex if you want:
- Explainable models instead of black boxes
- Covers data prep through decisions
- Free training academy
Watch out: prices listed in euros on annual licences.
InterpretML vs Rulex FAQ
What is the difference between InterpretML and Rulex?
InterpretML: Open-source toolkit for explaining machine learning model behavior. Rulex: Decision intelligence platform with explainable AI and optimization. Both are data & analytics tools.
Is InterpretML or Rulex cheaper?
InterpretML is completely free, while Rulex is free trial.
Do InterpretML and Rulex have free plans?
InterpretML: Yes, fully free. Rulex: No, trial available.
Who makes InterpretML?
InterpretML is made by InterpretML Contributors.
Who makes Rulex?
Rulex is made by Rulex, based in Italy.
Which should I choose, InterpretML or Rulex?
Choose InterpretML if you value free and open source and glass-box and black-box methods together. Choose Rulex if you value explainable models instead of black boxes and covers data prep through decisions.