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Databricks Notebooks alternatives
Databricks Notebooks supports notebook-based data work with autoscaling, GPU accelerators, natural-language analysis, AI explanations, forecasting, and root-cause analysis. It handles MLflow, Python, scikit-learn, XGBoost, PyTorch, Hugging Face Transformers, and custom code, alongside batch inference and SQL analytics. Streaming ingestion, ACID transactions, governance catalogs, automated discovery, several lineage views, dataset branching, and point-in-time rollback extend its data platform scope. Deployment can be cloud, hybrid, or private, and the Free Edition costs nothing with one serverless workspace and limited compute size and usage.
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Microsoft Power BI
by Microsoft Power BIFree plan AndroidiPhoneWindowsBusiness dashboards across Android, iOS, and Windows — Power BI adds hourly refresh, row-level security, scheduled reports, embedded analytics, and natural-language queries across mobile and Windows platforms.
Free plan · paid from $14/user/mo (annual) Visit site - 2
Metabase
by MetabaseFree plan Open source Self-hostedSelf-hosted, open-source real-time analytics — Metabase is open source and self-hosted, with real-time refresh, row-level security, scheduled reports, and embedded analytics.
Free plan · paid from $6/user/mo · 14-day trial Visit site - 3
Zoho Analytics
by Zoho AnalyticsFree plan Self-hostedSelf-hosted scheduled analytics with granular access — Zoho Analytics offers self-hosted deployment, hourly refresh, row-level security, scheduled reports, and zero viewer seats.
Free plan · paid from $24/mo (annual) · 15-day trial Visit site - 4
Sisense
Free trial APILinuxSelf-hosted+2Embedded analytics in applications — Sisense focuses on modeling, visualizing, and embedding analytics through iframes, SDKs, APIs, and Compose SDK.
Pricing on request · 7-day trial Visit site - 5
Apache Superset
by Apache SupersetFree plan APILinuxSelf-hosted+1Free, open-source self-hosted visualization — Apache Superset is a free, open-source, self-hosted exploration and visualization platform with reporting, embedding, and natural-language queries.
Free plan Visit site - 6
Preset
by PresetFree plan WebWeb-based embedded business analytics — Preset provides web analytics with row-level security, scheduled reports, embedded analytics, and natural-language queries under hybrid deployment.
Free plan · paid from $20/user/mo (annual) · 14-day trial Visit site - 7
Mode
by ModeFree plan APILinuxMac+2Collaborative SQL, Python, and R analysis — Mode combines SQL, connected Python and R notebooks, narrative reports, explorable charts, and browser exploration of more than 100,000 data points.
Free plan Visit site - 8
Comet
Free plan APILinuxMac+3 - 9
Weights & Biases
Free plan AndroidAPIiPhone+5 - 10
GitLab Package Registry
Free plan APILinuxSelf-hosted+1 - 11
ClearML
Free plan APILinuxMac+3 - 12
DagsHub
Free plan APILinuxMac+3 - 13
Hopsworks AI Lakehouse
Free plan APILinuxSelf-hosted+1 - 14
MLflow Model Registry
Free plan APILinuxSelf-hosted+1 - 15
TrueFoundry AI Gateway
Free plan APILinuxSelf-hosted+1 - 16
ZenML
Free plan APILinuxMac+3 - 17
Jozu Hub
Free plan APISelf-hostedWeb - 18
MLRun
Free plan APILinuxMac+3 - 19
Amazon SageMaker Autopilot
Free plan APIWeb - 20
Polyaxon
Free plan APISelf-hostedWeb - 21
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Kubeflow Notebooks
Free plan Self-hostedWeb - 23
DataRobot
Free trial APILinuxSelf-hosted+1 - 24
Red Hat OpenShift Pipelines
Free trial APILinuxSelf-hosted+1 - 25
Snowflake CoCo
Free trial APILinuxMac+2 - 26
Valohai
Free trial APILinuxSelf-hosted+1 - 27
Vertex AI Vector Search
Free trial APIWeb5.8 Visit site - 28
JFrog ML
Free trial APISelf-hostedWeb - 29
SAS Visual Statistics
Free trial Self-hostedWeb - 30
C3 AI Demand Planning
Paid APISelf-hostedWeb - 31
Deeploy
Paid APISelf-hostedWeb
An alternative may suit you better if your work centers on dashboards, embedded analytics, self-hosting, scheduled reports, or business-facing visual exploration. Compare each product’s platforms, deployment model, refresh frequency, row-level security, natural-language features, and reporting tools. Pricing also separates these options: some provide free access, some start at a fixed subscription, and Sisense uses pricing on request. Consider whether you need Databricks Notebooks’ GPU support, model formats, governance, lineage, and rollback, or prefer a focused analytics environment with different access and delivery options.
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