Best ai deployment frameworks tools in 2025

FriendliAI

Generative AI inference system for streamlined model deployment.

Megatron LM

Advanced framework for training large transformer models efficiently.

Ray

Framework for distributing machine learning workloads easily.

Future AGI

Evaluate and optimize AI applications for high performance.

Humanloop

Collaborative environment for evaluating large language models.

CloudFactory

Intelligent AI data management for effective model deployment.

NoAGI Chat

Engage with AI safely and confidently.

Mem0

Memory layer for enhanced AI personalization and efficiency.

Telnyx Flow

Create workflows effortlessly with a low-code AI integration system.

ZETIC.MLange

On-device AI processing for enhanced performance and security.

Clear.ml

Integrated solution for AI model management and deployment.

Free + from $15/m
open
MindPal.io

Build and automate AI agents for various business tasks.

Gym Retro

Access a vast library of video games for AI learning experiments.

Langtrace.ai

Open-source observability for AI agents' performance and security.

Watson Machine Learning

Collaborative environment for building and optimizing AI models.

Run AI

Automates and accelerates AI workflows for effective resource management.

Chatplayground.ai

Compare various AI models for informed decision-making.

thisorthis.ai

Compare responses from various generative AI models seamlessly.

FluidStack

Access thousands of powerful Nvidia GPUs for AI projects.

TASK HUB AI

Learn and apply artificial intelligence to everyday tasks.

Denvr AI Cloud

On-demand computing resources designed for AI workloads.

Paid + from $1.00/h
open
Datasaur

Data labeling and private LLM development made efficient.

Lepton

Cloud-based AI infrastructure for scalable model deployment.

GPT Weekly

A straightforward newsletter for AI and GPT updates.

laminar

An open-source framework for monitoring AI model performance.