2026 Migliori strumenti di Piattaforme di inferenza AI

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CometAPI

Gateway e routing per l’IA

CometAPI is a unified, OpenAI-compatible API layer for accessing more than 500 text, image, video, and audio models through one key. It helps developers and teams compare models, centralize billing, and switch providers without maintaining separate vendor integrations.

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Hyperbolic

Piattaforme di inferenza AI

Hyperbolic is an open-access GPU and AI cloud for deploying on-demand H100, H200, B200, and other GPU capacity. It supports experimentation, training, fine-tuning, inference, and production workloads through on-demand instances, reserved clusters, and Private Cloud infrastructure.

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Prem

Infrastruttura per agenti IA

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

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Prodia

Generatore Video AI

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.

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Inference.net

Piattaforme di inferenza AI

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.

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Cerebrium

Piattaforme di inferenza AI

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

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Parasail

Piattaforme di inferenza AI

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.

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FuriosaAI

Piattaforme di inferenza AI

Acceleratori AI e server per l’inferenza aziendale

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UP Bridge the Gap

Piattaforme di inferenza AI

Industrial single-board computers and edge AI platforms built on Intel technology for professional developers.

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Zyphra

Piattaforme di inferenza AI

Access hosted AI model inference with serverless service and dedicated capacity options.

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UbiOps

Piattaforme di inferenza AI

Model serving and orchestration for AI teams deploying workloads across cloud and private infrastructure.

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each::labs

Gateway e routing per l’IA

each::labs provides a single API for orchestrating more than 600 AI models, with routing, fallback handling, observability, and usage-based pricing. It is designed for teams building and operating production AI applications across video, image, audio, and text workflows.

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NetMind

Infrastruttura per agenti IA

Unified AI APIs, GPU compute, agent platforms, and managed solutions for teams building and running AI systems.

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dstack

Piattaforme di inferenza AI

A control plane for provisioning and orchestrating GPU workloads across cloud, Kubernetes, and on-prem infrastructure.

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Matrix by ARC

Piattaforme di inferenza AI

IA orientata alla privacy per aziende su larga scala

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PiAPI

Gateway e routing per l’IA

PiAPI is a unified platform for generating video, images, audio, 3D assets, and LLM outputs through a model catalog, playground, APIs, CLI, and MCP server. It is designed for developers, AI agents, and automation workflows that need access to multiple generative models.

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ComfyICU

Piattaforme di inferenza AI

ComfyICU is a managed cloud platform for running, sharing, and deploying ComfyUI workflows. It supports visual workflow development, serverless GPU execution, team workspaces, and REST API deployment without requiring users to manage GPU infrastructure.

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Wiro AI

Gateway e routing per l’IA

Wiro AI is a unified API and model marketplace for running image, video, audio, language, and other AI models. Developers can use one API key to test models, execute tasks, and build workflows and agents.

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Local AI Playground

Piattaforme di inferenza AI

A native app for managing, verifying, and running AI models locally without a GPU.

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Intelgic

Piattaforme di inferenza AI

Industrial machine vision AI for automated defect detection, measurement, and quality inspection.