It suits analysts, software developers and scientists who need machine-learning tools, model explanations or workflow automation.
Free plan Free trial From $10,000 a year WebMacAPISelf-hosted
Best Low-Code Machine Learning Platforms Software 2026
Facts read 20 Sep 2026 – 15 Oct 2026
Visual builders and automated machine-learning tools let these platforms take models from creation through deployment. They suit buyers who want to compare model support, data connections and deployment options.
The standings: top 10
| Name | In a line | Record score | Price from | Try it free | Runs on | Facts read |
|---|---|---|---|---|---|---|
| 01 BigML | It suits analysts, software developers and scientists who need machine-learning tools, model explanations or workflow automation. | 5.7 | $10,000 a year | Free plan | Web, Mac, API, Self-hosted | 15 Oct 2026 |
| 02 KNIME Analytics Platform | The free desktop platform suits people building data workflows for personal use. | 5.5 | $19 a month | Free plan | Windows, Mac, Linux | 29 Sep 2026 |
| 03 Neural Designer | It suits data scientists, educators, researchers, and teams building neural-network models across engineering, life sciences, medicine, and business. | 5.5 | $2,495 a year | Free plan | Windows, Mac, Linux | 1 Oct 2026 |
| 04 MLJAR Studio | It suits beginners, experts, analysts, data scientists, and teams that want visible Python workflows with local-first processing. | 5.3 | $20 a month | Free plan | Windows, Mac, Linux, Self-hosted | 3 Oct 2026 |
| 05 JADBio | JADBio is intended for life scientists and may also suit research institutions, biotech and pharma companies, and other scientists working with public or study data. | 4.9 | Free plan | Free plan | Web, API, Self-hosted | 29 Sep 2026 |
| 06 Obviously AI | It may suit individuals, hobbyists, and non-profits seeking predictive models from structured data, as the Free plan is described for those audiences. | 4.8 | Free plan | Free plan | Web, API | 15 Oct 2026 |
| 07 Orange Data Mining | Orange may suit beginners, data scientists, and people learning data science in schools, universities, or professional training. | 4.7 | Free plan | Free plan | Windows, Mac, Linux | 2 Oct 2026 |
| 08 Akkio | 4.5 | Free plan | Free plan | Web, API, Self-hosted | 2 Oct 2026 | |
| 09 H2O Driverless AI | 4.5 | Free | Free trial | Web, Windows, Mac, Linux | 4 Oct 2026 | |
| 10 DataRobot | It suits enterprises developing and governing AI, especially organizations in regulated industries. | 4.4 | — | Free trial | Web, Linux, API, Self-hosted | 5 Oct 2026 |
This finder is ordered by newest releases first and uses figures published by the makers. Use the listings to check free tiers, starting prices, workflow features, deployment destinations and access methods; no ranking is applied.
02
KNIME Analytics Platform
The free desktop platform suits people building data workflows for personal use.
WindowsMacLinux Record5.5 Visit
03
Neural Designer
It suits data scientists, educators, researchers, and teams building neural-network models across engineering, life sciences, medicine, and business.
WindowsMacLinux Record5.5 Visit
04
MLJAR Studio
It suits beginners, experts, analysts, data scientists, and teams that want visible Python workflows with local-first processing.
WindowsMacLinux+1 Record5.3 Visit
05
JADBio
JADBio is intended for life scientists and may also suit research institutions, biotech and pharma companies, and other scientists working with public or study data.
WebAPISelf-hosted Record4.9 Visit
6
Obviously AI
WebAPI Free plan Record4.8 Visit It may suit individuals, hobbyists, and non-profits seeking predictive models from structured data, as the Free plan is described for those audiences.
7
Orange Data Mining
WindowsMacLinux Free plan Record4.7 Visit Orange may suit beginners, data scientists, and people learning data science in schools, universities, or professional training.
10
DataRobot
WebLinuxAPI+1 — Record4.4 Visit It suits enterprises developing and governing AI, especially organizations in regulated industries.
17
Clarifai Visual Search
WebAPISelf-hosted — Record3.6 Visit It suits retailers and teams building image-based discovery, recommendations, or visual search.
24
Azure Machine Learning
Web — Record2.3 Visit It suits teams running forecasting, time-series, evaluation, or automated machine-learning workflows on the web.
Before you choose
Check plans and trials
Some entries provide a free tier, while others rely on paid subscriptions or trial access. Review the pricing model before you commit.
Trial lengths vary: Akkio offers seven days, BigML offers three days, and Alteryx Machine Learning and DataRobot offer 30 days.
Match the workflow
Assess automated machine learning and visual workflow features against the way you intend to build models. These fields show whether a platform matches a low-code process.
Supported model types can narrow your choice when a project needs a particular modeling approach.
Review data and deployment
Check the data source connectors before moving data into a platform. Connector coverage can affect how a project starts and how it is maintained.
Compare deployment targets, such as web, API or self-hosted use, with the systems you need to reach.
Check access platforms
Across the list, access choices include web, Linux, API, macOS, self-hosted and Windows. Confirm the access platform that fits your setup.
Azure Machine Learning lists web access. Clarifai Visual Search can be reached through an API, a self-hosted setup or the web.
Questions
Are free plans available?
Yes. Some listed platforms provide a free plan, while others use paid plans or trials.
Can I try a platform before paying?
Trial periods listed here range from three days with BigML and seven with Akkio to 14 days with Databricks Mosaic AI and 30 days with Alteryx Machine Learning and DataRobot.
Which factors matter besides price?
Review automated ML, visual workflows, deployment targets, supported model types, data source connectors and access platforms.
Which access platforms are covered?
The listings cover access through web, Linux, API, macOS, self-hosted and Windows environments.
Do paid prices appear for these tools?
Starting prices are shown for products including Alibaba Cloud Machine Learning Platform for AI, Amazon SageMaker Canvas and BigML; other products quote pricing on request.
More in AI Tools
AI Writing Tools 269AI video generators 241Text-to-Speech Software 223AI Travel Planners 161AI image generators 124AI Music Generators 123AI Presentation Makers 109AI Video Caption Generators 99AI Photo Editors 96AI Background Removers 94AI Meeting Assistants 82AI Resume Builders 80AI Video Editors 80AI Job Search Tools 67AI chatbots and assistants 65AI Logo Makers 65AI Face Swap Tools 57AI Governance Software 56