Best Predictive Analytics Software in 2026
27 predictive analytics software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
27ranked
8free plans on this page
$0.21/molowest paid tier
2 Oct 2026last checked
#1 KNIME Analytics Platform Top pick · 9.3 Free plan · $19/mo
#2 BigML Runner-up · 8.9 Free plan · $833.33/mo
#3 FLAML Also great · 8.2 Free plan · Free- Free planFree trial LinuxmacOSWindows
- Free plan
- Yes
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- No
- Deployment mode
- batch_and_real-time
RecognisedDocumentedFree planFree trialPlatforms$19/mofirst paid tier About KNIME Analytics PlatformVisit site - Free planFree trial apimacOSself-hostedWeb
- Free plan
- Yes
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- real-time
RecognisedDocumentedFree planFree trialPlatforms$833.33/mofirst paid tier About BigMLVisit site - Free plan apiLinuxmacOSself-hostedWindows
- Free plan
- Yes
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch
RecognisedDocumentedFree planFree trialPlatforms - Free plan LinuxmacOSWindows
- Free plan
- Yes
- Forecasting workflows
- Yes
- Model evaluation
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan LinuxmacOSWindows
- Free plan
- Yes
- Paid from
- 300 /user/mo
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch_and_real-time
RecognisedDocumentedFree planFree trialPlatforms$0.21/mofirst paid tier About Neural DesignerVisit site - Web
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch_and_real-time
RecognisedDocumentedFree planFree trialPlatforms - Web
- Paid from
- 99 /user/mo
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- real-time
RecognisedDocumentedFree planFree trialPlatforms - Free plan WindowsmacOSLinux
- Free plan
- Yes
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch
RecognisedDocumentedFree planFree trialPlatformsFree About WekaVisit site - Web
- Free plan
- No
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch_and_real-time
RecognisedDocumentedFree planFree trialPlatforms - Web
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- No
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- real-time
RecognisedDocumentedFree planFree trialPlatforms - WindowsmacOSLinux
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch
RecognisedDocumentedFree planFree trialPlatforms - Free plan Web
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- real-time
RecognisedDocumentedFree planFree trialPlatforms - Web
- Forecasting workflows
- No
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch
RecognisedDocumentedFree planFree trialPlatforms - WebRecognisedDocumentedFree planFree trialPlatforms
- WebRecognisedDocumentedFree planFree trialPlatforms
- RecognisedDocumentedFree planFree trialPlatforms
- Web
- Forecasting workflows
- Yes
- Model evaluation
- Yes
- Deployment mode
- real-time
RecognisedDocumentedFree planFree trialPlatforms - Free plan
- Free plan
- Yes
- Model evaluation
- Yes
- Automated machine learning
- Yes
RecognisedDocumentedFree planFree trialPlatformsFree About TPOTVisit site - WindowsLinux
- Free plan
- No
- Forecasting workflows
- Yes
- Model evaluation
- Yes
RecognisedDocumentedFree planFree trialPlatforms - WebRecognisedDocumentedFree planFree trialPlatforms
- Linux
- Forecasting workflows
- No
- Model evaluation
- Yes
- Automated machine learning
- Yes
- Deployment mode
- batch
RecognisedDocumentedFree planFree trialPlatforms - WebiOSAndroid
- Free plan
- No
RecognisedDocumentedFree planFree trialPlatforms - Windows
- Free plan
- No
- Paid from
- 199 /user/mo
RecognisedDocumentedFree planFree trialPlatforms
Is your platform on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which predictive analytics software is ranked first on The Geeks Club?
KNIME Analytics Platform is ranked #1 of 27 with a score of 9.3. BigML is second and FLAML third.
How many of these have a free plan?
8 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Neural Designer has the lowest first paid tier we found: $0.21/mo.
How is this list ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on. Paid placements never change a rank.
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