Shortlist by what you need
Start here if you know why you are leaving Neural Designer.
Want the closest match?
InterpretMLMost similar to Neural Designer in what it does, its category and its price.
Visit (opens InterpretML in a new tab)Want the best rated?
DataRobotRated 4.0 out of 5 in our review, against 3.7 for Neural Designer.
Visit (opens DataRobot in a new tab)
At a glance
Green means better than Neural Designer, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
| 3.7 | Free | Yes | Desktop machine learning software built around explainability - train predictive models and get an account of why they predict what they do. | ||
| 3.8+0.1 | Free | Yes | Microsoft's open-source toolkit for explaining what a model actually learned - glass-box and black-box interpretability in one unified API. | vs Neural Designer | |
| 4.0+0.3 | Not listed | No | An automated machine learning pioneer since 2012, before generative AI | vs Neural Designer |
The alternatives in detail
In order of how closely each one matches Neural Designer.

InterpretML
3.8Free
vs Neural Designer+0.1
Microsoft's open-source toolkit for explaining what a model actually learned - glass-box and black-box interpretability in one unified API.
- Unified API for global, local, and subset model explanations
- Supports both glass-box and black-box model types
- Interactive what-if analysis and visualizations
One consistent API instead of a different tool per explanation technique
A code library, not a hosted product - no dashboard or signup

DataRobot
4.0Not listed
vs Neural Designer+0.3
An automated machine learning pioneer since 2012, before generative AI.
- Automated machine learning for predictive model training
- Automated feature engineering and model selection
- Production model monitoring after deployment
Deep, long-established expertise in automated predictive modeling
No free tier or transparent self-serve pricing
FAQ
Questions people ask
Is Neural Designer free?
Neural Designer has a free plan.
What is the best free alternative to Neural Designer?
InterpretML is the highest-rated alternative here with a free plan (3.8 out of 5).
How did you pick these alternatives?
We match tools on what they do, their category and their price, using the details in our directory. Ratings come from our reviews and reader reviews.
