CloudMobile AI · 架构革新对比

Platform Capabilities & Architecture Comparison

Compare traditional cloud phones with CloudMobile AI clusters — explore 0 Token Skill replay, sandbox isolation, and intelligent scheduling.

对比维度传统云手机 / 远程投屏CloudMobile AI 云集群
操控方式人工肉眼看屏 + 鼠标键盘模拟点击AI 纯指令与自然语言接管，自动识别跳过弹窗
Token 成本每次操作全量传高清图调大模型，成本高昂首轮固化为 Skill，后续 0 Token 极速回放
异常处理脚本直接报错中断，必须人工排查重跑自适应异常自愈，仅在变动处唤醒多模态 AI 排障
网络带宽持续占用 720p/1080p 视频流，延迟达秒级零看屏视频流，轻量级指令通道，响应快 10 倍
多账号安全单机公用容易串号，多账号易被平台风控关联1:1 真机容器隔离沙盒，独占设备指纹与路由

Core AI Cloud Phone Capabilities

自然语言

Natural Language Screen Control

Take over Android screens with simple prompts. Agents parse UIs, plan taps/swipes, and skip popups adaptively.

0 Token

Instant Skill Solidification

Successful tasks automatically solidify into deterministic workflows, replaying with 0 Token cost.

异常自愈

Adaptive Anomaly Self-Healing

AI awakens only when unexpected popups or page layout shifts occur, resuming fast execution after recovery.

硬件沙盒

1:1 Hardware Isolated Sandbox

Each Android instance runs in an isolated container sandbox, preventing account bans or data crossover.

均衡调度

Cross-Node Balanced Scheduling

Standard 50 instances per physical machine. Workloads balance across nodes to ensure reliable concurrency.

90% 折扣

Cached Ledger & Ultra-Low Cost

Isolated per-user token metering with 90% cache discounts and micro-cent precision, preserving state upon expiration.

Fleet Scheduling & Architectural Advantages

开箱即用

Out-of-the-Box Skill Hub

Curated skills for social media matrix, e-commerce monitoring, and automated publishing with visual queue ordering.

人机交互

Two-Way Interactive Human-in-the-Loop

Agents request input (e.g. SMS verification codes) during execution, seamlessly pairing AI speed with human oversight.

全局大盘

Fleet Monitoring & Device Dashboard

Real-time telemetry across physical nodes, idle capacity, task success metrics, and active agent allocations.

10+ 客户端

Direct Access for 10+ AI Clients

Seamless direct integration with Claude Code, Cursor, ChatGPT, Codex, GitHub Copilot, and OpenClaw.

开放生态

Developer REST API & Webhooks

Standard REST endpoints to trigger tasks, stream step progress, retrieve screenshots, and receive callbacks.

架构革新

Zero Screen Streaming · Pure AI Automation

Ditch high-latency, bandwidth-heavy remote screen mirroring for pure lightweight data-driven agent control.

体验下一代 0 Token 纯指令级云手机自动化

无需等待，即刻进入控制台体验智能体屏幕接管与 Skill 流程固化。

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