Best 9 tools for Training Models in 2025

Mage AI is a comprehensive data pipeline orchestration platform designed to simplify how teams build, deploy, and manage data workflows. Think of it as a smart workspace that combines notebook-style development with powerful automation features.

Roboflow is a complete computer vision development platform that makes building AI models simple and fast. Think of it as the missing piece that connects your images to working AI applications. The platform handles every step of the computer vision pipeline, from organizing your data to deploying models that can recognize objects, detect defects, or analyze scenes in real-time.

Helicone AI is an open-source observability platform designed specifically for developers working with Large Language Models. Think of it as your AI application's dashboard that shows you everything happening under the hood.

Inngest is an event-driven durable execution platform built to run reliable, multi-step workflows on any platform without managing infrastructure. Think of it as a mix between traditional queues and modern serverless functions, but much better.

Trigger.dev is an open source background jobs framework that allows developers to create reliable, long-running tasks directly in their codebase. Think of it as a better way to handle any job that takes more than a few seconds to complete, without worrying about timeouts or server management.

Temporal is a durable execution platform that guarantees your application code will run to completion, no matter what goes wrong. Think of it as a safety net for your software that automatically handles all the messy parts of distributed systems.

n8n is a fair-code workflow automation platform that uniquely combines visual building with custom coding capabilities. Think of it as a powerful middle ground between simple automation tools and complex programming frameworks.

Wordware is an AI-powered development platform that enables anyone to build and deploy AI agents using natural language programming. Think of it as the "Excel for LLMs" - a versatile tool that bridges the gap between technical and non-technical users. The platform uses advanced AI models and incorporates features like loops, branching, structured generation, and version control, making it possible to create sophisticated AI applications without traditional coding.

Fal AI is a serverless generative media platform designed specifically for developers who want to build next-generation creative applications. Think of it as the fastest way to add AI-powered image, video, and audio generation to your apps without dealing with complex infrastructure.