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Head-to-head · Predictive Analytics Software

Altair AI Studio vs BigML

  • Updated Oct 2026
  • Both researched from official sources
  • 6 checks side by side
Higher score Altair AI Studio #10 in Predictive Analytics Software 8.5/10 Free plan Free plan✓ 5 of 5 features Try Altair AI Studio
BigML #18 in Predictive Analytics Software 7.6/10 Free plan · 3-day trial Free planFree trial✓ 5 of 5 features Visit BigML

Altair AI Studio leads on 0 checks, BigML on 0, and 6 are even. Who comes out ahead on the 6 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreAltair AI Studio · 8.5/10
  • Free planboth
  • Free trialonly BigML

Altair AI Studio scores higher on our rubric for predictive analytics software: 8.5 against 7.6 out of 10; our editors rank them #10 and #18.

On deployment mode, Altair AI Studio gives you Batch_and_real-time where BigML offers Real-time.

Altair AI Studio is the better fit for teams wanting visual predictive analytics for free. BigML is the better fit for teams wanting a flexible low-code predictive platform.

  • Altair AI Studio fits best

    Teams wanting visual predictive analytics for free

  • BigML fits best

    Teams wanting a flexible low-code predictive platform

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Altair AI Studio 8.5/10 Visit ↗ BigML 7.6/10 Visit ↗
At a glance
Editor score 8.5 7.6
Ranking #10 in Predictive Analytics Software #18 in Predictive Analytics Software
Best for Teams wanting visual predictive analytics for free Teams wanting a flexible low-code predictive platform
Pricing model Free plan + paid Free plan + paid
Starting price Free plan $10,000/yr
Free plan ✓ ✓
Free trial — 3 days
Deployment Cloud, Self-hosted, Desktop Cloud, Self-hosted, Desktop
Platforms Windows, macOS, Linux Web, macOS
Support Community, Docs Email, Live chat, Phone · 24/7
Integrations 12 integrations 15 integrations
Built for Solo, Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Altair AI Studio 5/5 · BigML 5/5
Forecasting workflows ✓ ✓
Model evaluation ✓ ✓
Automated machine learning ✓ ✓
Time-series modeling ✓ ✓
API access ✓ ✓
Specs
Deployment mode Batch_and_real-time Real-time
Data connectors Not checked yet 4
Our review
Pros
  • Free access includes visual workflows, AutoML, preparation, and forecasting.
  • Supports Python and R alongside drag-and-drop predictive modeling.
  • Runs on Windows, macOS, and Linux with broad data integrations.
  • Free plan includes unlimited tasks and resources
  • Supports forecasting, AutoML, evaluation, and explainability
  • Cloud, on-premises, private-cloud, API, and self-hosted options
Cons
  • Free access is described for non-commercial use.
  • Real-time scoring uses RapidMiner Real-Time Scoring Agent deployments.
  • It is proprietary rather than open-source software.
  • Paid entry starts at $1,000 per month
  • Free tasks are limited to 16 MB datasets and two parallel tasks
  • BigML Lite is limited to five users and one organization
Our verdict

Altair AI Studio, formerly RapidMiner Studio, is a desktop data science environment for building predictive analytics and machine-learning workflows. It is aimed at domain experts, analysts, data scientists, developers, educators, and…

Read the review →

BigML is a cloud and deployable machine learning platform for analysts, developers, scientists, and organizations. It covers classification, regression, time-series forecasting, clustering, anomaly detection, association discovery, topic…

Read the review →
  1. Altair AI StudioPredictive Analytics Software 8.5Free plan
  2. BigMLPredictive Analytics Software 7.6Free plan · 3-day trial

Strengths and trade-offs

  • Altair AI Studio — where it wins

    • Free access includes visual workflows, AutoML, preparation, and forecasting.
    • Supports Python and R alongside drag-and-drop predictive modeling.
    • Runs on Windows, macOS, and Linux with broad data integrations.

    Where it doesn't

    • Free access is described for non-commercial use.
    • Real-time scoring uses RapidMiner Real-Time Scoring Agent deployments.
    • It is proprietary rather than open-source software.

  • BigML — where it wins

    • Free plan includes unlimited tasks and resources
    • Supports forecasting, AutoML, evaluation, and explainability
    • Cloud, on-premises, private-cloud, API, and self-hosted options

    Where it doesn't

    • Paid entry starts at $1,000 per month
    • Free tasks are limited to 16 MB datasets and two parallel tasks
    • BigML Lite is limited to five users and one organization
  • Altair AI Studio8.5/10 · Free plan

    A free, visual predictive analytics workspace with AutoML, forecasting, and Python/R support.

    Try Altair AI StudioFull verdict →
  • BigML7.6/10 · Free plan · 3-day trial

    A flexible low-code predictive platform with broad modeling, automation, and deployment options.

    Visit BigMLFull verdict →

All predictive analytics software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update