AI Tools·Standings

Low-Code Machine Learning Platforms Software

Low-code machine learning platforms help people build and use machine-learning models with less manual coding; compare the workflows they support and where you can deploy the results.

The board compares free plans, starting prices, model types, data connectors and access platforms. Its marks show whether a tool has a public API, open-source code or a free tier; check the details that matter for your setup.

  • 28 platforms
  • 4 with a public API on this page
  • 12 with a free tier
  • Checked 28 Sept 2026
  1. 1
    B
    BigMLbigml.com

    Software analyzes categories, numeric outcomes, time patterns, groups, unusual cases, links, and topics.

    6.4 APIOpenFree Free tier · from $10,000/yr
  2. 2
    OA
    Obviously AIobviously.ai

    No-code web service for making predictive models and instant apps accessed by a link.

    6.3 APIOpenFree Free tier
  3. 3
    KA
    KNIME Analytics Platformknime.com

    Free visual analytics and machine-learning platform for Linux, macOS, and Windows.

    6.3 APIOpenFree Free tier · from $19/mo
  4. 4
    ND
    Neural Designerneuraldesigner.com

    No-code desktop software for visual neural-network work across Linux, macOS, and Windows.

    6.3 APIOpenFree Free tier · from $2,495/yr
  5. 5
    OD
    Orange Data Miningorangedatamining.com

    Orange is open-source software for machine learning, data mining, and data visualization.

    6.2 APIOpenFree Free tier
  6. 6
    MS
    MLJAR Studiomljar.com

    Local workspace for plain-language data analysis, AutoML experiments, visible Python notebooks, and self-hosted apps.

    6.1 APIOpenFree Free tier · from $20/mo
  7. 7
    J
    JADBiojadbio.com

    No-code automated machine-learning platform for life-science data, including multi-omics, clinical data, and images.

    6.0 APIOpenFree Free tier
  8. 8
    A
    Akkioakkio.com

    AI platform for media campaign strategy, audience work, deployment, and measurement with web, API, or self-hosting.

    5.7 APIOpenFree Free tier
  9. 9
    D
    DataRobotdatarobot.com

    AI platform for building, deploying, and governing agentic, generative, and predictive systems on varied infrastructure.

    5.7 APIOpenFree —
  10. 10
    HD
    H2O Driverless AIh2o.ai

    Automates model preparation, creation, review, tuning, interpretation, and scoring workflows.

    5.7 APIOpenFree —
  11. 11
    IS
    IBM SPSS Modeleribm.com

    Visual data-science tool for preparation, predictive modeling, charts, and deployment from Scikit-learn or TensorFlow.

    5.5 APIOpenFree From $529/mo
  12. 12
    EI
    Edge Impulseedgeimpulse.com

    Machine-learning platform available on web, desktop, mobile, and Linux, with a free plan.

    5.3 APIOpenFree Free tier
  13. 13
    CV
    Clarifai Visual Searchclarifai.com

    Visual search finds similar people, places, objects, products, and topics in images or videos through an API or web.

    5.2 APIOpenFree —
  14. 14
    AC
    Alibaba Cloud Machine Learning Platform for AIalibabacloud.com

    Cloud service for tracking experiments and managing models and workflows; a free plan is available.

    5.2 APIOpenFree Free tier · from $0.06/mo
  15. 15
    AA
    Altair AI Studiosiemens.com

    Desktop tool that automates models, forecasts, checks results, and deploys by batch or in real time.

    5.1 APIOpenFree Free tier
  16. 16
    SA
    SAS Advanced Analyticssas.com

    SAS Viya is a cloud-native data and AI platform for connecting data, building and governing models, and operationalizing decisions.

    5.0 APIOpenFree —
  17. 17
    DE
    dotData Enterprisedotdata.com

    No-code platform that cleans data, discovers features, and builds predictive models from many data types.

    4.9 APIOpenFree —
  18. 18
    PA
    Pecan AIpecan.ai

    Pecan describes itself as a self-service predictive analytics platform for data and business analysts.

    4.9 APIOpenFree —
  19. 19
    WD
    WEKA Data Platformweka.io

    The WEKA Data Platform is software for shareable, scalable distributed filesystem storage, aimed at performance-intensive workloads including AI/ML, life…

    4.9 APIOpenFree —
  20. 20
    TC
    4.8 APIOpenFree Free tier
  21. 21
    MC
    4.5 APIOpenFree —
  22. 22
    AS
    4.3 APIOpenFree $1.90 usage-based
  23. 23
    AM
    Azure Machine Learningazure.microsoft.com

    Web service that automates model creation, forecasting, review, and batch or live deployment.

    4.1 APIOpenFree —
  24. 24
    DM
    Databricks Mosaic AIdatabricks.com

    Web service to track experiments, organize models, coordinate workflows, and put models to use.

    4.1 APIOpenFree —
  25. 25
    OM
    4.1 APIOpenFree —

Places #1, #2, #3, #4, #5 on this board are open to sponsors. Take #1 · Other ways to advertise

How to choose

Which machine-learning workflows does the platform support?

Start with the tasks you need to do. The board compares automated machine learning and visual workflows, which let you build a process by arranging steps rather than writing code.

Check the supported model types and data source connectors too. These determine whether the platform fits your data and the kind of prediction or analysis you need.

Where can I deploy the models?

Check the deployment targets before choosing. A platform must be able to send its model to the place your team needs to use it.

The board compares deployment targets, but the exact options vary by product. Confirm the available destinations for your intended use.

Which platforms can I use to access the tool?

The access options include web, Linux, macOS, Windows, API and self-hosted. Match them to the devices or environment your team already uses.

An API is a way for software to communicate with another service. A self-hosted option means the software can run in an environment you manage; check the product details for requirements.

How much does low-code machine-learning software cost?

Compare the free plan, any trial and the paid starting price. A free trial is temporary access, while a free plan may remain available with limits; check the maker's terms.

Prices and plans differ. For example, Akkio lists a free plan and a seven-day trial, while BigML lists a free plan, a three-day trial and a paid starting price of $1,000 per month.

How can I check that it will work with my other software?

Look for the data source connectors and access options you need. A public API can let other software exchange information with the platform, but its availability does not guarantee a specific connection.

Confirm the exact apps and data sources with the maker before choosing.

Questions

What does low-code machine learning software do?

It helps people create and use machine-learning models with less manual coding. Platforms may offer automated machine learning or visual workflows.

What should I compare when choosing a low-code ML platform?

Compare workflows, supported model types, data connectors, deployment targets, access platforms and pricing. Check that the options fit your intended use.

Which low-code machine-learning platforms have a free plan?

The board marks products with a free plan. A free trial is different: it provides temporary access, so check the maker's terms.

Can I use these platforms without writing code?

The category includes tools with visual workflows and automated machine learning. Check an individual product's workflow options to see whether they fit your tasks.

What does self-hosted mean for an ML platform?

Self-hosted means the software can run in an environment you manage. Confirm the product's setup requirements and deployment options with its maker.

Some top positions on this board can be paid placements, standing where they were sold. The facts on each platform are not for sale. How we rank · Disclosure