BigML is a machine-learning platform for classification, regression, time-series forecasting, cluster analysis, anomaly detection, association…
Alternatives to Amazon SageMaker Autopilot
Amazon SageMaker Autopilot automates model creation, training, and tuning from your data while keeping the process visible. It infers classification, regression, or time-series forecasting tasks, prepares data, and ranks generated models with metrics such as accuracy and precision. You can add transformations, adjust data splits and training options, inspect a generated SageMaker Studio Notebook, and deploy through SageMaker Canvas. Its connections with other SageMaker tools…
AutoKeras is a free, open-source AutoML system based on Keras, designed to make machine learning accessible through code.
MLJAR AutoML automates supervised machine learning for tabular data, covering binary classification, multiclass classification, and regression.
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Obviously AI
Obviously AI is a web-based, no-code tool for turning structured data into predictive models.
Free planWebAPI7.1Free plan - 5
FEDOT
FEDOT is an open-source framework for automated generation of data-driven composite models.
Free planAPILinuxmacOSSelf-hosted6.8Free plan - 6
JADBio
JADBio is a no-code automated machine learning platform for life scientists analyzing public or study data.
Free planWebAPISelf-hosted6.7Free plan - 7
LightAutoML
LightAutoML is an open-source Python library for automated machine learning on tabular and text data.
Free planWebLinuxmacOSSelf-hosted6.3Free plan - 8

AutoGluon
AutoGluon is an open-source Python library that automates machine learning for tabular data, time series, and multimodal tasks.
Free planLinuxmacOSSelf-hostedWindows6.2Free plan - 9
H2O Driverless AI
H2O Driverless AI automates machine-learning work such as feature engineering, model building, visualization and interpretation.
WebAPILinuxmacOS6.2 - 10
Auto-PyTorch
Auto-PyTorch is a free, self-hosted machine-learning toolkit based on PyTorch.
Free planLinuxSelf-hosted6.1Free plan - 11

DataRobot
DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.
WebAPILinuxSelf-hosted6.1 - 12
TPOT
TPOT is a Python automated machine learning tool that uses genetic programming to optimize machine learning pipelines.
Free planLinuxmacOSSelf-hosted6.1Free plan - 13

EvalML
EvalML is a free AutoML library for building and evaluating machine-learning pipelines.
APILinuxmacOSSelf-hosted6.0 - 14

Akkio
Akkio is an AI platform that automates campaign workflows for media agencies and data providers.
WebAPISelf-hosted5.9 - 15
auto-sklearn
auto-sklearn is free, open-source software that automates fitting machine-learning models and building ensembles for classification and regression.
Free planAPILinuxSelf-hosted5.9Free plan - 16
FLAML
FLAML is a free, MIT-licensed library for automated machine learning and tuning.
APILinuxmacOSSelf-hosted5.9 - 17

Kubeflow Notebooks
Kubeflow Notebooks provides interactive development environments for AI, machine learning, and data workloads, running notebook containers directly…
WebSelf-hosted5.9 - 18

SAS Advanced Analytics
SAS Advanced Analytics refers to SAS Viya, a cloud-native data and AI platform for connecting data, building and governing models, and operationalizing decisions.
APISelf-hosted5.8 - 19

Vertex AI Vector Search
Vertex AI Vector Search is a vector search engine for search, recommendations, and generative AI applications.
WebAPI5.8 - 20
Lale
Lale is a Python library for semi-automated data science, helping users select algorithms and tune pipeline hyperparameters.
APILinuxmacOSWindows5.7 - 21
5.7 - 22

dotData Enterprise
dotData Enterprise is a paid platform that automates feature engineering and machine learning through a no-code workflow for predictive analytics.
WebAPISelf-hosted5.4 - 23
Altair AI Studio
LinuxmacOSWindows5.0 - 245.0
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Oracle Machine Learning Notebooks
Oracle Machine Learning Notebooks is a hosted notebook environment accessed through the web.
Web5.0 - 26
GAMA
GAMA is free, self-hosted machine-learning software with a code-based workflow.
LinuxmacOSWindows4.9 - 27
H2O-3
Web4.9 - 284.7
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Kubeflow Pipelines
Kubeflow
4.6