PAEval
Data as of 9 Oct 2026
Capabilities / Research & deliverables

Personal AI agents for research and deliverables

As of 9 Oct 2026, 18 of the 30 profiled personal AI agents have documented or observed records for research, documents, slides, data and other finished outputs. 0 of them have independent observations; the rest rest on vendor documentation or partial evidence. 10 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 (9)

Meta Muse

Meta · Persistent personal agent

  • Research documents media Limited or conditional
    The official website lists browsing research, image generation and documents; the Library document lists documents, images, videos, podcasts and other products.source ↗
  • Coding Documented
    You can write code, compile and generate the tools required for tasks on the cloud terminal.source ↗

Grok Bot

xAI (via Cursor) · Individual/Team Agent

  • Files multimodal Limited or conditional
    Input images/audio/video, Office/PDF/CSV/code/notebook; generate reviewable documents, tables, slides, etc.; the desktop can have up to 6 attachments at a time, normal 25MB, video 200MB.source ↗
  • Coding delegation Documented
    The cloud terminal code can be executed and the encoding handed over to the Cloud Agent, and the final file/image/video can be sent back to the session.source ↗

Claude (including Cowork execution)

Anthropic · General-purpose work agent

  • Study documentation and code Documented
    Supports online retrieval, paid research, code execution and xlsx/pptx/docx/PDF production; authorized files and tools can be used for tasks.source ↗
  • New products on October 8th Limited or conditional
    Docs/Slides/Design has exited beta and covers Free; Dashboards is in paid beta, and Motion is in Team/Enterprise beta. Motion uses editable code to generate animations and export MP4, not video generation models.source ↗

Manus 2.0 / Manus Studio

Manus · General-purpose work agent

  • Documentation and Creation Workbench Documented
    Studio covers documents, forms, PDFs, slides, web pages, codes, games, and videos; the video timeline can be edited one by one rather than regenerated as a whole, and Game Dev can use Cloud Computer to support…source ↗
  • Research and multimodality Documented
    Wide Research concurrently decomposes independent items; multi-modal document column image generation/understanding, video understanding, speech output, and audio transcription.source ↗

Lindy(Personal Lindy + Teammate)

Lindy · Individual/Team Agent

  • Research, documentation and multimodality Documented
    The official website lists research/data analysis/slideshow/kanban board skills; artifact can build and host web reports, prototypes and internal sites; supports meeting recording, summary and voice message…source ↗

Gemini Spark

Google · Persistent personal agent

  • Research/docs/multimodal/code Documented
    Can be researched and cited, Workspace document writing, image generation and editing, and remote code execution; parallel source retrieval, shared document editing, and illustrations will be added in July.source ↗

Perplexity Computer (Cloud)

Perplexity · Cloud execution agent

  • Research/documentation/multimodal/encoding Documented
    Multi-model sub-agents study and generate reports, tables, demonstrations, images and applications/websites in parallel, and run code; it is a product function statement with no comparable quality results for the same…source ↗

Town

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

  • Office and Voice Documented
    The docs list includes Decks, Town AI Document, Recordings, Character Research and Meeting Brief; iOS supports voice notes/recordings.source ↗

Shuffle

DNFT · Creation/entertainment companion assistant, including website execution

  • Main creative abilities Documented
    The official list includes images/videos/music, games, and Web search; Web works are displayed independently.source ↗

Partly disclosed or tested (6)

Pally

Pally Technologies · Multi-channel universal personal execution agent

  • Research and Documentation Partly disclosed / partly tested
    The official list is Web research; the updated page contains more documents, a shareable Page and the ability to send documents/photos to WhatsApp. The latter items are being improved.source ↗

Ollie

Confabulation Corporation · Home personal assistant

  • Media and office boundaries Partly disclosed / partly tested
    The policy accepts photos/media voluntarily sent by users; the list site has birthday pictures/chat quiz tests. Full office document generation specifications were not disclosed.source ↗

szn

Nomadic Futures · Universal Life Execution Agent

  • Input support Partly disclosed / partly tested
    Text, voice, photos and forwarded emails can be assigned; the formal document/form/code production format is not specified.source ↗

Tomo

Mapo Labs · Personal goals/life companionship and execution assistant

  • Media Partly disclosed / partly tested
    Officially supports Web search, watching videos, and editing photos; office file format specifications are not listed.source ↗

Caddy

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

  • File/Screenshot Partly disclosed / partly tested
    Official use-cases include receipt screenshots to Drive/Sheets, file search, meeting action items, and travel research; full PPT/video/code generation specifications are unknown.source ↗

Cue by Manus

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

  • Research, Writing and Professional Tools Boundary Partly disclosed / partly tested
    There are official research/writing roles and deck examples; all Cue-specific document/media formats and editing capability matrices were not found.source ↗

Limited or conditional (3)

OpenAI dots

OpenAI · Persistent personal agent

  • Research docs media code Limited or conditional
    Cloud research, data analysis, documentation/demo and software construction testing; images/files can be used as input, and products can be extended through plug-ins and tools.source ↗

Perplexity Personal Computer (local access)

Perplexity · Cloud + local execution agent

  • Research/multimodal/code/docs Limited or conditional
    Cloud research can be combined with local Office/file processing, browsers and code; the Windows page promotes Office files, 400+ connectors and Comet controls, but actual platform functionality needs to be verified…source ↗

Microsoft Copilot Cowork for personal accounts(Preview)

Microsoft · Personal Execution Agent (Preview)

  • Research/docs/multimodal/code Limited or conditional
    It can research and generate Word, Excel, PowerPoint, PDF across files, and organize emails and presentations; the personal version of the dedicated Code experience was announced on September 25 that it is still later…source ↗

Not disclosed (2)

Instinct

Instinct (Spear Street Technology) · Universal Personal Execution Agent

  • Complete format checklist for document production and multimodality 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

  • Long article research/office products Not disclosed
    The listed sources were reviewed, but sufficient public documentation was not found.source ↗

No record yet

OpenClaw, Hermes Agent, AutoGLM (hosted application), Doubao Phone Assistant (consumer version), Qwen App (task execution / work assistant), Coze 3.0 / Coze Agent (formerly Coze Space), HONOR YOYO Agent, MiniMax Agent/MiniMax Code Work Mode, QwenWork, WorkBuddy (Tencent)

Other capabilities

Personal AI agents that work in the background Personal AI agents with cloud or local computers 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 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