Best Predictive Analytics Software in 2026
Updated
36 predictive analytics software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
36ranked
0free plans on this page
4 Oct 2026last checked
Input list Predictive Analytics Software 11 channels on this page · 29 of 88 spec lines stated by the makers
Ch Tool Free planPaid fromForecasting workflowsModel evaluationAutomated machine learningDeployment modeTime-series modelingData connectors Spec sheet Score
26 SAS Advanced Analytics Free planNoPaid fromnot statedForecasting workflowsYesModel evaluationYesAutomated machine learningYesDeployment modebatch + real-timeTime-series modelingYesData connectorsnot stated 6/8spec lines stated 5.8
27 Zebra Workcloud Forecasting & Analysis Free plannot statedPaid fromnot statedForecasting workflowsYesModel evaluationYesAutomated machine learningYesDeployment modenot statedTime-series modelingYesData connectorsnot stated 4/8spec lines stated 5.8
28 Prophet Free planNoPaid fromnot statedForecasting workflowsYesModel evaluationYesAutomated machine learningnot statedDeployment modenot statedTime-series modelingYesData connectorsnot stated 4/8spec lines stated 5.7
29 EMBERS Free planYesPaid fromnot statedForecasting workflowsYesModel evaluationYesAutomated machine learningnot statedDeployment modenot statedTime-series modelingYesData connectorsnot stated 4/8spec lines stated 5.6
30 TPOT Free planYesPaid fromnot statedForecasting workflowsnot statedModel evaluationYesAutomated machine learningYesDeployment modenot statedTime-series modelingnot statedData connectorsnot stated 3/8spec lines stated 5.5
31 Forecast Pro Free planNoPaid from199/user/moForecasting workflowsnot statedModel evaluationnot statedAutomated machine learningnot statedDeployment modenot statedTime-series modelingnot statedData connectorsnot stated 2/8spec lines stated 5.4
32 Obviously AI Free planYesPaid fromnot statedForecasting workflowsnot statedModel evaluationnot statedAutomated machine learningnot statedDeployment modenot statedTime-series modelingnot statedData connectorsnot stated 1/8spec lines stated 5.4
33 quantile-forest Free planYesPaid fromnot statedForecasting workflowsNoModel evaluationnot statedAutomated machine learningNoDeployment modenot statedTime-series modelingnot statedData connectorsnot stated 3/8spec lines stated 5.4
34 Oracle Machine Learning Notebooks Free planNoPaid fromnot statedForecasting workflowsnot statedModel evaluationnot statedAutomated machine learningnot statedDeployment modenot statedTime-series modelingnot statedData connectorsnot stated 1/8spec lines stated 5.3
35 SKU Science Free planNoPaid fromnot statedForecasting workflowsnot statedModel evaluationnot statedAutomated machine learningnot statedDeployment modenot statedTime-series modelingnot statedData connectorsnot stated 1/8spec lines stated 5.2
36 Vertex AI Vector Search Free plannot statedPaid fromnot statedForecasting workflowsnot statedModel evaluationnot statedAutomated machine learningnot statedDeployment modenot statedTime-series modelingnot statedData connectorsnot stated 0/8spec lines stated 4.9
Compare all 11 in a table
| # | Tool | Score | Free plan | Free plan | Paid from | Forecasting workflows | Model evaluation |
|---|---|---|---|---|---|---|---|
| 26 | SAS Advanced Analytics | 5.8 | No | No | — | Yes | Yes |
| 27 | Zebra Workcloud Forecasting & Analysis | 5.8 | No | — | — | Yes | Yes |
| 28 | Prophet | 5.7 | No | No | — | Yes | Yes |
| 29 | EMBERS | 5.6 | No | Yes | — | Yes | Yes |
| 30 | TPOT | 5.5 | No | Yes | — | — | Yes |
| 31 | Forecast Pro | 5.4 | No | No | 199 /user/mo | — | — |
| 32 | Obviously AI | 5.4 | No | Yes | — | — | — |
| 33 | quantile-forest | 5.4 | No | Yes | — | No | — |
| 34 | Oracle Machine Learning Notebooks | 5.3 | No | No | — | — | — |
| 35 | SKU Science | 5.2 | No | No | — | — | — |
| 36 | Vertex AI Vector Search | 4.9 | No | — | — | — | — |
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