PAEval
Data as of 9 Oct 2026
Capabilities / Execution environments

Personal AI agents with cloud or local computers

As of 9 Oct 2026, 27 of the 30 profiled personal AI agents have documented or observed records for cloud computers, browsers, phones and local machines the agent can operate. 0 of them have independent observations; the rest rest on vendor documentation or partial evidence. 0 profiled products have no record yet, which means unknown, not unsupported.

Availability is not task success: a documented capability says nothing about how reliably the agent completes the task. For measured performance see the leaderboards.

Documented by the vendor (15)

Meta Muse

Meta · Persistent personal agent

  • Cloud computer Documented
    Independent Linux cloud VM per user, with browser, file system, terminal; executable code, sub-agent and cron.source ↗
  • Local mac Limited or conditional
    The Mac version is authorized to process files, browser tabs, Messages, Calendar, Notes and other native applications.source ↗
  • Cloud phone Unknown
    Independent Android/iOS cloud phone or native phone GUI automatic execution has not been confirmed. The Android SMS/Apple Health connector and mobile chat portal cannot be used as cloud mobile evidence.source ↗

OpenAI dots

OpenAI · Persistent personal agent

  • Cloud computer Documented
    Own continuous cloud computer/browser, independent files, software and website sessions; the user's device can still work in the cloud and take over the browser when the user device is turned off.source ↗
  • Local and saved cloud Limited or conditional
    You can authorize a personal computer and create a local Work/Codex task; the computer needs to be online and the app is open; it can also be executed in the default Codex cloud environment, the latter does not require…source ↗
  • Cloud phone Unknown
    The mobile app is the access/approval portal, and independent cloud phone or phone native GUI control has not been verified.

Grok Bot

xAI (via Cursor) · Individual/Team Agent

  • Shared cloud computer Documented
    Each user has a Cursor cloud computer, and all Bots share files, cookies/login/CLI credentials; each Bot's independent screen can be run in parallel, and one computer operation task is performed on one screen at a time.source ↗
  • Local commands Limited or conditional
    Mac/Windows native commands can be authorized; by default, each time you ask, you can always allow/disable, and the management policy can be stricter.source ↗
  • Cloud phone Unknown
    The mobile phone is connected to the same cloud computer, and the native cloud phone/mobile GUI execution is not verified.source ↗

Instinct

Instinct (Spear Street Technology) · Universal Personal Execution Agent

  • Operating environment Documented
    The official website states that phones and computers can be used; the privacy policy covers Mac OS and mobile applications.source ↗

Pally

Pally Technologies · Multi-channel universal personal execution agent

  • Computers and browsers Documented
    You can use web pages to log in to saved accounts to perform tasks; official facts provide remote viewing of user Mac screens and files; Cloud Mac is optional.source ↗

Shuffle

DNFT · Creation/entertainment companion assistant, including website execution

  • Hosted website execution Documented
    The privacy policy states that website tasks run on third-party browser/automation infrastructure; saved login sessions are held by this provider.source ↗

OpenClaw

OpenClaw Foundation · Self-Hosted Personal Agent

  • Outputs Documented
    The official demonstration shows tasks such as inbox processing, sending emails, calendaring, and flight check-in; tools can operate files, browsers, and commands.source ↗

Hermes Agent

Nous Research · Self-Hosted Personal Agent

  • Outputs Documented
    Browser, search, terminal, file, subagent, and Home Assistant/MCP tools to generate reports and execute workflows.source ↗

HONOR YOYO Agent

Honor · Device-integrated personal agent

  • Outputs Documented
    Can perform system settings, image processing, information aggregation and shopping/travel processes.source ↗

QwenWork

Alibaba / DingTalk · Hybrid personal and team work agent

  • Outputs Documented
    Documents, data, presentations, web applications and file operations support skilled workflows.source ↗

WorkBuddy (Tencent)

Tencent · Desktop personal work agent

  • Outputs Documented
    File organization, document/form analysis, web/design and recurring office deliveries.source ↗

Partly disclosed or tested (3)

Town

Town.com · Work-based personal agents and team automation

  • Backend and native boundaries Partly disclosed / partly tested
    routines are executed in the background; the public docs list Town Desktop, but this time the general local/cloud GUI computer operation specifications are not verified.source ↗

Ollie

Confabulation Corporation · Home personal assistant

  • Infrastructure Partly disclosed / partly tested
    The FAQ discloses the hosted cloud backend, OAuth connectivity, and messaging infrastructure; there are no full cloud GUI/user local computer execution specifications.source ↗

Caddy

Caddy Technologies Inc. · Message-Based Universal Personal/Home Execution Agent

  • Browser execution Partly disclosed / partly tested
    Officials explicitly handle store, website, and airline check-ins in their own browser; no word on the OS/persistence of that environment or whether it supports user-native control.source ↗

Limited or conditional (9)

Claude (including Cowork execution)

Anthropic · General-purpose work agent

  • Cloud vs. on-premises boundary Limited or conditional
    Starting from October 6th, new Pro/Max tasks will be in the cloud and cannot be switched back to pure local; previous local tasks will be retained. Access to local files, MCP, browser and desktop controls still relies…source ↗
  • Computer control Limited or conditional
    Pro/Max's macOS/Windows computer control is beta; prioritize the connector, then the browser, then the screen. macOS 15+ can work in the background window; per-app authorization, block list can be set.source ↗

Manus 2.0 / Manus Studio

Manus · General-purpose work agent

  • Three types of execution environments Limited or conditional
    The cloud browser can click/form/extract data in multiple steps; My Computer uses local CLI, files and applications; 2.0 computer control is executed in the authorized visible workspace. Persistent Cloud Computer is an…source ↗
  • Local permissions Limited or conditional
    My Computer is accessed by authorized folder; the command can be Allow Once or Always Allow to allow the use of local development tools/hardware.source ↗

Lindy(Personal Lindy + Teammate)

Lindy · Individual/Team Agent

  • Cloud and computer operation Limited or conditional
    The security page clearly refers to cloud infrastructure and 24/7 service; the pricing page lists computer use as Pro/Max; the integration documentation can be operated by the browser or API integration supplementary…source ↗
  • User local and mobile phone control to be verified Unknown
    computer use has been listed as Pro/Max, but the execution environment, user local control and native mobile UI operations have not been verified.source ↗

Gemini Spark

Google · Persistent personal agent

  • Cloud/local Limited or conditional
    Cloud tasks and remote browsers can be continued offline; local Chrome tasks require the device and Chrome to be awake and can be transferred to remote due to local unavailability, but login will be suspended pending…source ↗
  • Mac and mobile Limited or conditional
    Mac only accesses authorized connection folders and can modify/organize files. Assigning Mac tasks from other devices requires the Mac app to be running, the same account, and the same Wi-Fi or Bluetooth paired.source ↗
  • Windows local control Unknown
    The Windows portal has been released; the complete native Windows application/file control scope has not been confirmed by the current special document.source ↗

Perplexity Computer (Cloud)

Perplexity · Cloud execution agent

  • Cloud and mobile phone Limited or conditional
    Tasks run in an independent persistent sandbox, calling browsers, tools and codes, which can be asynchronous for a long time; the mobile terminal can be delegated/monitored, which does not mean controlling the mobile OS.source ↗

Perplexity Personal Computer (local access)

Perplexity · Cloud + local execution agent

  • Native scope Limited or conditional
    Authorized folders can be searched, read, created, and modified; Mac can operate native applications such as Mail, Finder, Messages, Notes, and logged-in Comet. The help page for Windows Installer Application Control…source ↗
  • Running and remote boundaries Limited or conditional
    Remote tasks inherit the resources and permissions of the selected device; changes to local authorization need to be processed on that device. The cloud computer itself is still a cloud sandbox, and the remote mobile…source ↗
  • Local model variant Limited or conditional
    Mac Hybrid requires Apple Silicon and at least 24GB of unified memory; Windows Portable lists AMD Ryzen AI Max or NVIDIA with at least 24GB of GPU memory, and Linux requires the Ubuntu/NVIDIA route.source ↗
  • Portable boundary Limited or conditional
    Portable puts the model, planning/scheduling/queue/index and sandbox locally, and can do offline local tasks; one local model at a time, and cloud steps require permission. Its Brain and saved memory are not yet…source ↗

Microsoft Copilot Cowork for personal accounts(Preview)

Microsoft · Personal Execution Agent (Preview)

  • Backend and browser Limited or conditional
    Continuous multi-step execution and display of task progress; the current web page operation uses the local Edge to log in to the website, and the remote browser is listed as coming soon. The mobile phone can…source ↗
  • Local device scope Unknown
    Current information clarifies local Edge and Microsoft cloud file workflows; any native file systems, other desktop apps, or full Windows/Mac computer-use permissions have not been verified.source ↗

Cue by Manus

Manus · Independent identity, multi-agent collaborative personal execution agent

  • Agent dedicated computer Limited or conditional
    Each agent can have an independent computer and still work after being offline; the official store limit depends on availability.source ↗

Not disclosed (3)

szn

Nomadic Futures · Universal Life Execution Agent

  • Cloud PC/Local/Mobile Operation Details Not disclosed
    The listed sources were reviewed, but sufficient public documentation was not found.source ↗

Tomo

Mapo Labs · Personal goals/life companionship and execution assistant

  • PC/mobile GUI execution environment Not disclosed
    The listed sources were reviewed, but sufficient public documentation was not found.source ↗

Asaply

Asaply Inc. · Local consumption/errand transaction type personal agent

  • Computer/API/manual fulfillment implementation Not disclosed
    The listed sources were reviewed, but sufficient public documentation was not found.source ↗

Other capabilities

Personal AI agents that work in the background Personal AI agents that make calls and send messages Personal AI agents with app connectors and tools Personal AI agents with long-term memory Personal AI agents in chat apps, voice and other channels Personal AI agents for research and deliverables Personal AI agents that book and buy Personal AI agents for teams and parallel work Personal AI agent reliability and recovery Personal AI agent permissions, privacy and security