Best data analysis and optimization tools in 2025

Caret

A comprehensive framework for predictive modeling in R.

PostgresML

Integrates machine learning directly into PostgreSQL databases.

InterpretML

Visualize and analyze machine learning model behavior and predictions.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

Modelbit

Infrastructure-as-code for deploying machine learning models.

Deformable Convolutional Network (DCN)

Flexible convolutional filters for enhanced image analysis accuracy.

Ada by BoostKPI

AI-driven data analysis for quick insights and informed decisions.

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.