The best no-code machine learning tools in 2026
As of October 2026, DataRobot is our top-rated no-code machine learning tool, at 4.6 out of 5, for building and monitoring governed prediction models in large companies. KNIME is our pick for free visual workflows, Dataiku for teams that mix analysts and data scientists, and Roboflow for custom image models.
Our picks for October 2026
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Best overall
Our rating: 4.6 / 5Governed AutoML for large companies. 30-day trial, then priced on quote.
Best for mixed teams
Our rating: 4.5 / 5Visual AutoML and code in one project. Free edition and a 14-day trial.
Best free option
Our rating: 4.5 / 5Free, open-source visual workflows. Pro costs €19 a month.
Best for image models
Our rating: 4.5 / 5Label, train and deploy vision models. Free plan, then $39 a month.
All no-code machine learning tools, ranked
Ordered by our rating. Prices: lowest paid plan, on annual billing where the vendor offers it, checked on 18 October 2026. Cloud platforms bill by usage, so their rows give the unit.
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DataRobot Reviewed
Best for large companies that need governed prediction models
Note: priced on quote after a 30-day trial
No free plan 30-day trial
Price: Quote only
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Dataiku
Best for teams that mix analysts and data scientists
Note: paid plans priced on quote
Free edition self-installed; 14-day cloud trial
Price: Quote only
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KNIME
Best for analysts who want free visual workflows with machine learning
Note: scheduling and team collaboration are paid plans
Free version open-source desktop app
From €19 a month (Pro), plus usage
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Roboflow
Best for training custom computer vision models
Note: built for vision tasks; usage counted in credits
Free plan 10 credits a month
From $39 a month, billed monthly
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Amazon SageMaker Canvas
Best for analysts whose data already lives in AWS
Note: billed per session-hour while the workspace is open
No free plan 2-month free tier, 160 hours a month
From $1.90 per session-hour, plus training
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Google Cloud AutoML
Best for Google Cloud teams training image or table models
Note: AutoML for text and video ended in 2025
No free plan $300 credit for 90 days, new customers
Price: Pay per node hour
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Azure Machine Learning
Best for Microsoft shops building models next to their Azure data
Note: the no-code AutoML wizard works on table data only
No free plan $200 credit for 30 days, new accounts
Price: Pay for compute and storage used
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Alteryx One
Best for analyst teams that already prepare data in Alteryx
Note: guided modeling is an add-on to higher editions
No free plan 30-day trial
From $250 per user a month
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Teachable Machine
Best for students and beginners training a first model
Note: image, sound and pose models only
Free
Price: No paid plan
Our picks in detail
What each pick does well, where it falls short and who should skip it. Strengths and limits come from each vendor's own pages and documentation, checked on 18 October 2026.
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Best overall: DataRobot
Our rating: 4.6 / 5DataRobot automates model building and deployment, with monitoring and governance for models in production. It runs on any major cloud or on your own servers.
Strengths
- Point-and-click AutoML, with a code option alongside
- Monitoring and governance built in
- Runs on AWS, Azure, Google Cloud or on-premises
Limits
- No public price; plans are quoted per company
- The free trial lasts 30 days
- Predictive AI is now one part of a wider agent suite
Skip it if you are a small team testing a first model. KNIME is free, and SageMaker Canvas bills by the hour.
No free plan, 30-day trial. Quote only.
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Best for mixed teams: Dataiku
Our rating: 4.5 / 5Dataiku lets analysts build models with visual recipes while data scientists work in code on the same project. Cobuild, released in June 2026, drafts a project from a plain-language business goal.
Strengths
- Visual AutoML and code side by side
- Free edition to install on your own computer
- Frequent releases, the latest in October 2026
Limits
- Paid plans are priced on quote
- The cloud trial lasts 14 days
- You install and run the free edition yourself
Skip it if you only need a quick prediction from one dataset. KNIME is free, and SageMaker Canvas has a two-month free tier.
Free edition. Quote only.
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Best free option: KNIME
Our rating: 4.5 / 5KNIME Analytics Platform is a free app you download, where you connect building blocks, called nodes, to prepare data, train models and score new records. You can add Python or R when a project needs it.
Strengths
- Free and open source
- More than 300 connectors to data sources
- Python, R and JavaScript when you need them
Limits
- Scheduling and deployment need the Pro plan
- Team collaboration needs the Team plan
- A download to install, not a browser tool
Skip it if you want a cloud-hosted tool with nothing to install. SageMaker Canvas and DataRobot run in the cloud.
Free version. Paid from €19 a month (Pro), plus usage.
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Best for image models: Roboflow
Our rating: 4.5 / 5Roboflow covers the whole computer vision workflow: label your images, train a model, then deploy it to the cloud or to devices on site.
Strengths
- Free plan with 10 credits a month
- Labeling, training and deployment in one place
- Deploys to the cloud or to edge devices
Limits
- Built for vision tasks, not table data
- Usage is counted in credits, so watch volume
- Core is billed monthly, with no yearly price
Skip it if your data sits in tables, such as sales or churn records. DataRobot, Dataiku and KNIME are built for that.
Free plan. Paid from $39 a month, billed monthly.
How to choose a no-code machine learning tool
Start with the kind of data you have and where it already lives. Then build one real model on a free plan, free edition or trial before you commit.
You want to predict outcomes from business data
DataRobot automates model building and monitoring for large companies, priced on quote after a 30-day trial. Dataiku also offers visual AutoML, built for teams that mix analysts and data scientists, and its free edition runs on your own computer. Alteryx One suits analyst teams that already prepare data there: its guided modeling is an add-on for the Professional and Enterprise editions.
Your data already lives in a cloud
Amazon SageMaker Canvas, Google Cloud AutoML and Azure Machine Learning bill for what you use. Canvas charges $1.90 per session-hour while the workspace is open, with a two-month free tier. Google's AutoML now trains image and table models, and Azure's no-code wizard works on table data. Pick the one that matches your company's cloud, then log out of idle sessions and remove unused endpoints to keep charges down.
You want to learn, or start for free
KNIME Analytics Platform is free and open source. Its paid Pro plan adds scheduling and deployment, and the Team plan adds collaboration. Teachable Machine trains a simple image, sound or pose model in your browser with nothing to install. Google describes it as an experiment rather than an official product, so it suits learning and quick prototypes.
You need to recognize objects in images
Roboflow labels images, trains vision models and deploys them. Its free plan includes 10 credits a month, and Core costs $39 a month. Google Cloud AutoML and SageMaker Canvas also train image models if your company already uses those clouds.
What happened to Vertex AI AutoML?
Google renamed Vertex AI AutoML to Agent Platform AutoML on April 22, 2026, when it renamed Vertex AI to Gemini Enterprise Agent Platform. AutoML for text ended in June 2025 and AutoML for video in July 2025. Image and table models are still offered, and we list the product as Google Cloud AutoML.
No-code machine learning tools FAQ
What is the best no-code machine learning tool in 2026?
DataRobot is the best no-code machine learning tool in our October 2026 rankings, rated 4.6 out of 5, for companies that need governed prediction models with monitoring built in. It is priced on quote after a 30-day trial. KNIME is the best free option, Dataiku suits teams that mix analysts and data scientists, and Roboflow is our pick for custom image models.
Can you build a machine learning model without coding?
Yes, tools such as Amazon SageMaker Canvas, DataRobot and Dataiku let you build a model without writing code. You connect your data, choose the column you want to predict, and the tool tests algorithms and reports how accurate each one is. You still need clean, relevant data and a clear question, and someone should check the results before a model drives real decisions.
Are there free no-code machine learning tools?
Yes, KNIME Analytics Platform is free and open source. Teachable Machine is free and trains image, sound and pose models in the browser. Dataiku offers a free edition you install yourself, Roboflow has a free plan with 10 credits a month, and SageMaker Canvas includes a two-month free tier of up to 160 session-hours a month.
What is AutoML?
AutoML, short for automated machine learning, is the engine inside tools like DataRobot and Google Cloud AutoML that tries many algorithms and settings on your data and keeps the model that performs best. It replaces much of the trial and error a data scientist would do by hand. SageMaker Canvas, Dataiku and Azure Machine Learning offer it too.
How much do no-code machine learning tools cost?
No-code machine learning tools range from free to enterprise contracts. KNIME and Teachable Machine are free, KNIME Pro costs €19 a month and Roboflow Core $39 a month. Alteryx One Starter costs $250 per user a month on annual billing for data preparation, with guided modeling as an add-on to higher editions. SageMaker Canvas charges by usage, from $1.90 per session-hour, and DataRobot and Dataiku quote paid plans per company.
Is Azure Machine Learning Studio still available?
Yes, Azure Machine Learning is still available, although the original Machine Learning Studio (classic) was retired on August 31, 2024. Today's studio includes a no-code AutoML wizard for table data and a drag-and-drop designer. Microsoft charges nothing extra for the service itself: you pay for the compute, storage and other Azure services you use.
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About this page
- What is listed
- Tools that let you build, train and deploy machine learning models without writing code, from AutoML platforms to visual workflow builders and computer vision tools. DataRobot has a full review on this site. The other tools are rated from their vendors' pages and independent coverage, ahead of full reviews.
- Our picks
- Best overall is always the highest-rated tool on this page. Each other pick is our choice for one kind of reader. Strengths and limits come from each vendor's own pages and documentation.
- Ratings
- Each rating is our overall score on a 5-point scale, and the list is ordered by it. A score rates the whole product, not only its no-code features. Read how we test and rate tools.
- Prices
- The lowest paid plan, read from each vendor's pricing page on 18 October 2026, on annual billing where the vendor offers it. Cloud platforms bill by usage, so their rows give the unit. DataRobot and Dataiku quote paid plans per company.
- Update log
- 18 October 2026: new layout with picks explained in detail. Added KNIME, Roboflow, Amazon SageMaker Canvas and Alteryx One. Removed MonkeyLearn, Zams, Akkio, Graphite Note and H2O.ai. Every price and plan rechecked.