Alteryx vs BigML

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Alteryx

Alteryx

Analytics automation platform that blends and preps data, builds code free and code friendly workflows, and deploys predictive models with governed sharing at scale.

Pricing Starts $250 per user per month
Category data
Difficulty Beginner
Type Web App
Status Active
BigML

BigML

End to end machine learning platform with GUI and REST API that covers data prep modeling evaluation deployment and governance for cloud or on premises use.

Pricing Free trial, contact sales
Category data
Difficulty Beginner
Type Web App
Status Active

Feature Tags Comparison

Only in Alteryx

analyticsetlautomationdesignerpythonr

Shared

None

Only in BigML

machine-learningautomlapideploymentsgovernancecloud

Key Features

Alteryx

  • • Code free prep join and transform with hundreds of tools
  • • Python and R integration plus built in predictive models
  • • Reusable macros and analytic apps for parameterized flows
  • • Schedule share and govern results across teams
  • • Connectors for files databases apps and cloud warehouses
  • • Run on desktop or in cloud with elastic compute

BigML

  • • GUI and REST API for the full ML lifecycle with reproducible resources
  • • AutoML and ensembles
  • • Time series anomaly detection clustering and topic modeling
  • • WhizzML to script and share pipelines
  • • Versioned immutable resources
  • • Organizations with roles projects and dashboards

Use Cases

Alteryx

  • → Automate monthly reporting with governed workflows
  • → Blend CRM and finance data to reconcile KPIs
  • → Build churn or propensity models without heavy coding
  • → Publish repeatable apps for business user inputs
  • → Move spreadsheet processes into auditable pipelines
  • → Upskill analysts using drag and drop plus Python R

BigML

  • → Stand up a governed ML workflow
  • → Automate repeatable training and evaluation with WhizzML
  • → Detect anomalies for risk monitoring
  • → Forecast demand with time series
  • → Cluster customers and products
  • → Embed predictions through the REST API

Perfect For

Alteryx

analytics leaders ops teams and data engineers who want governed repeatable workflows and predictive modeling without brittle scripts

BigML

Data scientists, analytics engineers, and ML platform teams who want a standardized GUI plus API approach to build govern and deploy models

Capabilities

Alteryx

Blend and Cleanse Intermediate
Predictive and Code Intermediate
Share and Schedule Professional
Admin and Lineage Professional

BigML

AutoML and Models Professional
Pipelines with WhizzML Professional
Cloud or Private Enterprise
Versioning and Roles Professional

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