Best Predictive Analytics Software in 2026 — page 2

SKU Science

SKU Science combines item-level forecasting with planning review and S&OP outputs.

Vertex AI Vector Search

Choose Vertex AI Vector Search for cloud search, recommendations or generative AI retrieval when its embedding modes, filters and endpoint choices fit your application.

quantile-forest

Peak

Consider Peak if your business needs AI applications for inventory or pricing decisions and wants implementation and data integration support.

Pecan AI

Choose Pecan AI if your team wants a no-code predictive analytics workflow with automated model creation, natural language questions, and scheduled batch deployment.

Azure Machine Learning

Choose Azure Machine Learning if your workflows need forecasting, evaluation, automated learning, or batch and real-time deployment.

ToolsGroup Demand Planning

ToolsGroup combines varied demand forecasting methods with planning capabilities spanning inventory, supply, and financial alignment.

Amazon SageMaker Canvas

RELEX Demand Planning

RELEX Demand Planning brings forecasting, planner controls, and scenario planning together for demand and operational planning.

Zebra Workcloud Forecasting & Analysis

Retailers and consumer packaged goods companies should consider Workcloud Forecasting & Analysis when they need demand forecasts across channels, regions and fulfillment types, with tools for…

Alteryx Machine Learning

Oracle Machine Learning Notebooks

Oracle Machine Learning Notebooks offers a hosted web environment with multiple languages, formats, and shared-work features.