Workflow Automation

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.

  1. 01

    Limited language support beyond Python

    Primary development and API are centered around Python, with no official support for other languages.

  2. 02

    Complex setup process for new users

    Documentation lacks step-by-step guides for setting up the environment from scratch.

  3. 03

    Performance issues with large datasets

    Known performance bottlenecks when processing datasets larger than 1GB.

  4. 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.

Open the setup guide →
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