2026 Melhores ferramentas de Implantação de modelos de IA

N

NVIDIA NIM APIs

Plataformas de inferência de IA

NVIDIA NIM APIs is a platform for exploring and using model endpoints to build enterprise generative AI applications. It also provides blueprints and device-specific playbooks for moving from model selection to application workflows.

F

fal

Plataformas de inferência de IA

A generative media platform for developers to call hosted models, deploy custom models, and access GPU compute.

R

Replicate

Plataformas de inferência de IA

Run, fine-tune, and deploy machine-learning models through a cloud API.

D

Dataiku

Criador de agentes de IA

An enterprise platform for teams building and governing analytics, ML models, and AI agents.

L

Liquid AI

Implantação de modelos de IA

Liquid AI cria modelos fundacionais nativos para smartphones, carros, robôs e hardware de edge, com modelos abertos, implantação LEAP e licenças empresariais.

T

Together AI

Plataformas de inferência de IA

An AI cloud platform for teams building, tuning, and deploying open-source models.

B

Baseten

Plataformas de inferência de IA

Baseten is an inference platform for deploying, serving, and scaling open-source, custom, and fine-tuned AI models. It supports managed cloud, self-hosted, hybrid, and dedicated deployments for teams running production AI workloads.

R

Runpod

Plataformas de inferência de IA

Cloud GPU infrastructure for AI development, training, inference, and batch workloads.

H

H2O AI Platform

Infraestrutura para agentes de IA

A sovereign AI platform for building, deploying, governing, and monitoring predictive, generative, and agentic AI.

U

Ultralytics Platform

Implantação de modelos de IA

A computer vision platform for annotating data, training YOLO models, and deploying them across cloud and edge environments.

A

Anyscale

Implantação de modelos de IA

Plataforma Ray gerenciada para cargas de trabalho de IA em produção

S

SambaNova

Plataformas de inferência de IA

SambaNova is an AI inference platform for developers, enterprises, and infrastructure operators running large open-source models and agentic workloads. It combines cloud services with deployable hardware and software for cloud, on-premises, hybrid, and air-gapped environments.

L

Lightning AI

Ferramentas Dev IA

A platform for developing, training, and deploying AI models in cloud workspaces.

H

Hailo AI Software Suite

Implantação de modelos de IA

SDK de Edge AI e kit de implantação para otimizar e executar modelos nos processadores Hailo.

V

Vue.ai

Plataformas de inferência de IA

Plataforma empresarial de orquestração de IA para criar, implantar e automatizar fluxos de trabalho.

P

Prem

Infraestrutura para agentes de IA

Sovereign AI infrastructure and agent tools for organizations handling sensitive data.

P

Prodia

Gerador de Vídeo IA

Prodia is a multi-silicon inference platform focused on video generation. It develops AI model implementations across different hardware to balance cost, output quality, and performance.

I

Inference.net

Plataformas de inferência de IA

Inference.net is infrastructure for running, monitoring, evaluating, training, and deploying production AI workloads. It helps AI-native teams observe model behavior, route traffic across providers, and improve cost, latency, reliability, and quality through connected workflows.

C

Cerebrium

Plataformas de inferência de IA

Serverless CPU and GPU infrastructure for teams deploying real-time AI workloads.

P

Parasail

Plataformas de inferência de IA

Parasail is an inference cloud for AI-native startups that provides access to open and frontier models through an OpenAI-compatible API. It offers serverless, elastic, dedicated, and batch deployment options with per-token or GPU-based pricing.