Best data analysis and performance tracking tools in 2025

PostgresML

Integrates machine learning directly into PostgreSQL databases.

Caret

A comprehensive framework for predictive modeling in R.

Ada by BoostKPI

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

Tensorflow

Framework for building machine learning models across various domains.

MLbox

Automated data preprocessing and model optimization for machine learning.

Wandb AI

Systematic tracking and visualization for machine learning experiments.

Coginiti

AI-driven assistant for writing and optimizing SQL queries.

FinetuneDB

Quickly build and refine AI models with custom datasets.

Prompt Octopus

Visual comparison tool for AI model responses and prompts.

Monsterapi

A user-friendly interface for managing and deploying AI models.

Keywords AI

Streamlined performance monitoring for AI applications.

liteLLM

Access over 100 language models with ease and reliability.

Modelbit

Infrastructure-as-code for deploying machine learning models.

WisBot

Automated assistant for data analysis and machine learning tasks.

SapientML

Generate accurate AI models quickly and effortlessly.

Ocular AI

Streamlined data labeling for efficient AI training and management.

Deformable Convolutional Network (DCN)

Flexible convolutional filters for enhanced image analysis accuracy.

laminar

An open-source framework for monitoring AI model performance.

Gradio

Create interactive web interfaces for machine learning models.

Jarvis/HuggingGPT

Connects AI models for efficient management and collaboration.

AIDE by Weco

Automates and enhances machine learning processes for teams.

GA4 Auditor

Streamlined auditing for Google Analytics 4 accounts.

Free trial + from $99/audit
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Scikit Learn

Accessible library for predictive data analysis and machine learning.

ELK Stack

Powerful suite for data collection, search, and visualization.

Skills AI Chat

Interact with data using natural language for instant insights.