Best AutoKeras Alternatives in 2026
Taken from AutoML Software, where AutoKeras is listed too, in the same order.
- 1 8.1 Club score
BigML
BigML is a machine-learning platform for classification, regression, time-series forecasting, clustering, anomaly detection, association discovery, and topic modeling.
- Free plan
- macOS · Web · API · Self-hosted
- 2 8.0 Club score
MLJAR AutoML
MLJAR AutoML automates supervised machine learning for tabular data, covering binary and multiclass classification and regression.
- Free plan
- Windows · macOS · Linux · Web
- 3 7.9 Club score
FEDOT
FEDOT is a free, open-source framework for automatically generating composite models from data.
- Free plan
- Windows · macOS · Linux · API
- 4 7.8 Club score
LightAutoML
LightAutoML is a free, open-source Python library for automated machine learning on tabular and text data.
- Free plan
- Windows · macOS · Linux · Web
- 5
7.6 Club scoreAutoGluon
AutoGluon is a free, open-source Python library for automating machine learning on tabular data, time series, and multimodal tasks.
- Free plan
- Windows · macOS · Linux · Self-hosted
- 6
7.6 Club scoreObviously AI
Obviously AI is a web-based, no-code tool for building predictive models from structured data.
- Free plan
- Web · API
- 7
7.6 Club scoreEvalML
EvalML is a free AutoML library for building, optimizing, and evaluating machine-learning pipelines.
- Free plan
- Windows · macOS · Linux · API
- 8 7.6 Club score
FLAML
FLAML is a free, MIT-licensed library for automated machine learning and tuning.
- Free plan
- Windows · macOS · Linux · API
- 9 7.5 Club score
JADBio
JADBio is a no-code automated machine learning platform aimed at life scientists analyzing public or study data.
- Free plan
- Web · API · Self-hosted
- 10 7.4 Club score
Lale
Lale is a free, open-source Python library for semi-automated data science.
- Free plan
- Windows · macOS · Linux · API
- 11 7.4 Club score
H2O Driverless AI
H2O Driverless AI automates feature engineering, model building, visualization and interpretability for machine-learning work.
- Free trial
- Windows · macOS · Linux · Web
- 12
7.3 Club scoreKubeflow Notebooks
Kubeflow Notebooks provides hosted, interactive environments for AI, machine learning, and data work inside Kubernetes clusters.
- Free plan
- Web · Self-hosted
- 13 7.2 Club score
TPOT
TPOT is a free Python automated machine learning tool that uses genetic programming to optimize machine learning pipelines.
- Free plan
- macOS · Linux · Self-hosted
- 14 7.2 Club score
Auto-PyTorch
Auto-PyTorch is a free, self-hosted machine-learning toolkit based on PyTorch that automates model selection and hyperparameter tuning.
- Free plan
- Linux · Self-hosted
- 15
7.1 Club scoreAmazon SageMaker Autopilot
Amazon SageMaker Autopilot automatically builds, trains, and tunes machine learning models from data, with visibility into the process.
- Free trial
- Web · API
- 16
7.1 Club scoreAkkio
Akkio is an AI platform for media agencies and data providers that automates campaign workflows, from planning strategy and segmenting audiences to deployment and…
- Free plan
- Web · API · Self-hosted
- 17
6.9 Club scoreDataRobot
DataRobot provides a platform to develop, deliver and govern agentic, generative and predictive AI solutions.
- Free trial
- Linux · Web · API · Self-hosted
- 18
6.8 Club scoreVertex AI Vector Search
Vertex AI Vector Search is Google Cloud’s vector search engine for semantic search, recommendations, and generative AI applications.
- Free trial
- Web · API
- 19 6.7 Club score
auto-sklearn
auto-sklearn is free, open-source software that automates model fitting and ensemble construction for classification and regression.
- Free plan
- Linux · API · Self-hosted
- 20
6.5 Club scoredotData Enterprise
dotData Enterprise is a paid platform for building predictive analytics models through a no-code workflow.
- Web · API · Self-hosted