Best application configuration tools in 2025

Wandb AI

Systematic tracking and visualization for machine learning experiments.

Mida

Effortlessly optimize websites through fast A/B testing.

Ascenscia

Voice-activated assistant for hands-free lab data management.

Kortical

Streamlined machine learning model development and deployment.

Parea

Manage and enhance the performance of large language models.

RStudio Connect

Dynamic data sharing and collaboration for data professionals.

Athina AI

Collaborative platform for building and testing AI features.

Modelbit

Infrastructure-as-code for deploying machine learning models.

Heroku

Cloud-based solution for deploying and managing applications.

Stellr

Digital documentation for scientists to streamline research.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

GPT comparison tool

Compare different AI output settings for optimized results.

Labnote

Organize and track research data efficiently.

Metaflow

Build and manage machine learning projects effortlessly.

Sigopt

Intelligent experimentation for optimizing complex processes.

Grid.ai

Streamlined environment for machine learning model development.

Convex

A reactive database for real-time app development.

AI Engine

Create interactive experiences for websites with AI features.

Zerobot

An AI assistant providing instant answers and engaging interactions.

Honeybadger

Real-time error tracking and application performance monitoring.

Zipy Plug & Play

Record and analyze user sessions for effective debugging.

Raygun

Application performance monitoring and error tracking solution.

Stackify

Full lifecycle application performance monitoring for developers.

Nadi

Real-time application performance monitoring and crash alerting.

stately.ai

Visual builder for logic and workflows without coding.