2026 最佳AI 推論平台工具

N

NVIDIA NIM APIs

AI 推論平台

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

AI 推論平台

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

R

Replicate

AI 推論平台

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

P

Pollinations

AI開發者工具

A multimodal AI API with SDK, CLI and authenticated MCP tools for building applications.

D

DigitalOcean

AI 智能體基礎設施

Cloud infrastructure, AI inference, and agent services for developers building applications.

C

Cloudera

AI 推論平台

A hybrid data and AI platform for enterprise analytics, pipelines, and private AI.

T

Together AI

AI 推論平台

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

F

Fireworks AI

AI 推論平台

A model training and inference platform for teams building and serving specialized AI.

M

Modal

AI 推論平台

Modal runs CPU and GPU workloads from Python code. Serve models, train on cloud GPUs or launch batch jobs with autoscaling compute and usage logs.

B

Baseten

AI 推論平台

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.

N

Nebius AI Cloud

AI 推論平台

Nebius AI Cloud is a purpose-built cloud platform for developing, training, and serving AI workloads. It combines GPU and CPU compute, managed Kubernetes, MLOps tooling, and managed or serverless inference for teams scaling from experiments to production.

R

Runpod

AI 推論平台

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

S

SambaNova

AI 推論平台

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.

S

SambaNova Cloud

AI 推論平台

SambaNova Cloud is an AI inference platform that provides API access to open-source language and vision models. Developers can use its OpenAI-compatible API, playground, and model catalog to build and test AI-powered applications.

E

Eden AI

AI 閘道與路由

A unified API for developers to access, compare, and route AI models across providers.

R

Reka

AI 推論平台

Reka 是多模態 AI 平台，支援影片、影像、音訊與文字，適用於視覺搜尋、推論及訓練資料生成，服務企業、創作者與開發者。

F

Flyte

AI 智能體基礎設施

An open-source runtime for durable AI workflows, model training, serving, and agents.

A

AIMLAPI

AI 閘道與路由

AIMLAPI provides one API and billing key for accessing a catalog of AI models for chat, reasoning, image, video, audio, voice, search, embeddings, code, and related tasks. It is intended for developers and teams that want to compare and use models from multiple providers through a common platform.

V

Vue.ai

AI 推論平台

企業級 AI 編排平台，用於建置、部署與自動化業務工作流程。

H

Huddle01 Cloud

AI 推論平台

Manage cloud workloads and access multiple AI models through one platform.