Best ai architecture design tools in 2025

Exllama

Memory-efficient model for AI applications with quantized weights.

H2O.ai

Comprehensive AI solutions for building predictive and generative models.

Lucida

Manage and deploy AI models seamlessly across environments.

NVIDIA Deep Learning SDK

Powerful software stack for developing advanced AI applications.

Humanloop

Collaborative environment for evaluating large language models.

CloudFactory

Intelligent AI data management for effective model deployment.

Vllm

Efficient engine for serving large language models with speed.

Run AI

Automates and accelerates AI workflows for effective resource management.

AIxBlock

Build and deploy AI models without coding skills.

UbiOps

Centralized management for AI model deployment across environments.

CloudflareAI

Deploy AI applications effortlessly on a global network.

Lepton

Cloud-based AI infrastructure for scalable model deployment.

Neuromation

Streamlined management for machine learning projects.

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
FriendliAI

Generative AI inference system for streamlined model deployment.

Prometh

Enhances the accuracy of AI-generated data insights.

LlamaIndex

AI knowledge assistant for organizing and analyzing enterprise data.

impaction.ai

Data analysis for chatbot interactions and performance optimization.

Scale

Data management and labeling solution for AI applications.

Datasaur

Data labeling and private LLM development made efficient.

laminar

An open-source framework for monitoring AI model performance.

LabelGPT

Automated labeling solution for images using advanced AI technology.

OmniInfer

Fast and reliable access to scalable AI model deployment.

Confident AI

Benchmarking solution for large language model evaluation.