igel
Train and use ML models without writing code.
- Status
- Generally available
- Last checked
- Checked · Oct 10, 2026
- License
- Open source
- Pricing
- Free tier · from $0
What it is
Igel is a delightful machine learning tool that allows users to train, test, and utilize models without the need for coding. It simplifies the process of working with machine learning for those who may not have extensive programming experience.
Igel stands out as a no-code solution, making it unique in its approach to simplifying machine learning tasks for users without programming experience.
When it fits — and when it doesn’t
A good fit for
Educators looking for a no-code solution to teach ML concepts.
Individuals or teams without extensive programming knowledge but with an interest in using ML models.
Rapid prototyping of simple ML solutions where coding is not preferred.
Look elsewhere if
Developers requiring fine-grained control over model training and testing processes.
Complex machine learning projects that need customization beyond the provided features.
Teams preferring cloud-based or managed services for their ML needs.
Known weaknesses
Each one links to the public issue, changelog or docs page it came from, where we have one.
- 01
Limited language support beyond Python
Primary development and API are centered around Python, with no official support for other languages.
- 02
Complex setup process for new users
Documentation lacks step-by-step guides for setting up the environment from scratch.
- 03
Performance issues with large datasets
Known performance bottlenecks when processing datasets larger than 1GB.
- 04
Small and less active community
Low number of contributors on the GitHub repository and limited activity in forums or Q&A sites.
What it does well
No-code machine learning model training and testing.
Simplified process for utilizing models without programming knowledge.
Open-source with MIT license.
Pricing
- Free tier
- YesOpen source — free to use
- Paid from
- $0
- Model
- Flat rate
- Enterprise plan
- No
Pricing not independently confirmed — check the vendor’s page.
Performance benchmarks
How Fast Is It?
Set up igel
Setup steps, common gotchas and what to check after 30 days.
Get the badge
A small badge for igel’s README or site: its name, “Tracked on AI Navigator”, and the availability status and check month from this page. It updates as the catalog does.
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