2026 最佳AI Infrastructure工具

V

Vectra AI

AI 可觀測性

AI-native security and observability for security teams monitoring enterprise attack surfaces.

R

Rootly

AI DevOps助手

面向工程團隊的原生 AI 事件管理平台

B

Bitrise Remote Dev Environments

AI開發者工具

Bitrise Remote Dev Environments provides on-demand cloud VMs for developers and AI agents, using the same machines, toolchains, and caches as Bitrise CI or Build Hub. Teams can connect with familiar development clients, persist session state, and run agent workflows from template to pull request.

A

AIPRM

Productivity Tools

A prompt library and management extension for reusable personal and team ChatGPT workflows.

C

C3 AI

AI應用建立器

Enterprise AI platform, development tools, and applications for building and operating AI at scale.

S

SingleStore

Analytics & BI

A real-time database for transactional, analytical, and AI-driven applications.

A

Anyscale

AI 模型部署

面向生產級 AI 工作負載的託管 Ray 平台，支援多雲部署

S

Speechmatics

語音轉文字

Speechmatics provides speech-to-text APIs for pre-recorded and real-time audio, with support for multilingual speech, multiple speakers, and voice-agent workflows. It is designed for teams building transcription and Voice AI applications.

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.

S

SuperAnnotate

大型語言模型評測

支援影像、影片、文字與音訊工作流程的 AI 資料標註與評估管線平台。

P

PixVerse

AI影片生成器

Generate videos from prompts and images, with multi-shot direction, native audio, and production tools.

P

Portkey

AI 閘道與路由

面向生成式 AI 團隊的生產級 AI 平台，提供統一閘道、可觀測性、防護機制與提示詞管理。

H

Helicone

AI 閘道與路由

An open-source AI gateway and LLM observability platform for developers building AI apps.

Г

ГигаЧат

AI聊天機器人

ГигаЧат——Sber 推出的俄語對話式 AI 模型，可用於問答、文字、程式碼與影像處理，支援俄語並理解英語。

I

Inworld AI

AI 音訊 API

Realtime voice, speech, and language-model infrastructure for consumer applications.

L

Lightning AI

AI開發者工具

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

M

MotherDuck

AI SQL助手

MotherDuck 是基於 DuckDB 的雲端資料倉庫，支援 SQL 分析與面向客戶的資料應用。

K

Kie.ai

AI 閘道與路由

A unified API for developers building with video, image, music, and chat AI models.

N

Novita AI

AI開發者工具

用於模型 API、GPU 工作負載與代理程式的 AI 基礎設施