Best predictive model performance metrics tools in 2025

GA4 Auditor

Streamlined auditing for Google Analytics 4 accounts.

Free trial + from $99/audit
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ELK Stack

Powerful suite for data collection, search, and visualization.

Skills AI Chat

Interact with data using natural language for instant insights.

SAP HANA

Cloud-based database for intelligent data applications and analytics.

Subscription + from $9.48/y
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AI-powered Parabola steps

Automate and organize data workflows effortlessly.

Prompt Studio

Collaborative data analysis for teams without coding skills.

ReByte

Automates data analysis and workflow for better insights.

Arcwise

AI-driven insights for spreadsheet users to enhance data analysis.

DataRobot AI Platform

Build predictive models quickly and accurately with advanced analytics.

SimplyPut

Ask questions about data and get instant, clear answers.

Inferent

Effortlessly analyze large volumes of data for actionable insights.

Coworker AI

Transforms messy data into actionable insights for teams.

Apache Spark ML

Scalable library for efficient machine learning and data processing.

Caret

A comprehensive framework for predictive modeling in R.

Zoocial

Interactive data analysis with AI-driven insights and visualizations.

SAS Model Manager

Manage analytics models effectively with streamlined oversight.

PostgresML

Integrates machine learning directly into PostgreSQL databases.

Exllama

Memory-efficient model for AI applications with quantized weights.

Facebook’s PyTorch

Dynamic framework for building deep learning models.

Lume

Automate and validate data mapping effortlessly.

Graphite Note

No-code AI for data analysis and predictive modeling.

Jamix

Unified data analysis and workflow automation for enterprises.

Wolfram Mathematica

Advanced environment for mathematical computing and data visualization.

Deformable Convolutional Network (DCN)

Flexible convolutional filters for enhanced image analysis accuracy.

Blender Copilot

AI-driven assistant for seamless 3D modeling and creativity.