PAEval
Data as of 9 Oct 2026
Capabilities / Memory & personalization

Personal AI agents with long-term memory

As of 9 Oct 2026, 30 of the 30 profiled personal AI agents have documented or observed records for memory across sessions, personalization and how memory can be edited. 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 (23)

Meta Muse

Meta · Persistent personal agent

  • Persistence and editing Documented
    Long-term memory can be forgotten according to the theme requirements; its saved files and memories can be viewed/edited/downloaded, and the acquired information will not be automatically cleared when the connector is…source ↗
  • Reset Documented
    Resetting will delete chats, files, and active tasks; memory/file control and disconnecting services are different operations.source ↗

OpenAI dots

OpenAI · Persistent personal agent

  • Persistent context Documented
    Continuous communication with ChatGPT memory/recent context; turning off ChatGPT Memory stops sharing but does not delete the received information.source ↗
  • Controls and deletion Limited or conditional
    Currently, you cannot view/modify/delete dot memory one by one. Deleting dot will delete its own context; the plug-in will disconnect the existing context.source ↗

Grok Bot

xAI (via Cursor) · Individual/Team Agent

  • Personal persistence Documented
    Name the Bot to save your own work context/preferences, and share at the cloud file/session account level; copying a template does not copy history, learning memories or attachments.source ↗
  • Team private split Limited or conditional
    Team Bot is divided into team memory and each person's private context; shared information should be explicitly specified; team memory can be requested to be viewed/corrected/deleted.source ↗
  • Personal granular controls Unknown
    Personal Bot's item-by-item memory editing/deletion UI and export integrity have not been verified this round; deleting a Bot does not delete shared files/sessions.source ↗

Manus 2.0 / Manus Studio

Manus · General-purpose work agent

  • Project persistence context Documented
    Projects inherits the main instructions and knowledge files for new tasks; projects/tasks are private by default, and shared projects do not automatically share the tasks of each member. Instruction changes will take…source ↗
  • Automatic personal memory pending verification Unknown
    Only project persistent instructions/files are confirmed; the main product's automatic global personal memory and pause, view, and delete interfaces are not verified.source ↗

Lindy(Personal Lindy + Teammate)

Lindy · Individual/Team Agent

  • Viewable and changeable persistent files Documented
    The Memory browser displays a versioned file system, including persistent knowledge and skills; Personal is only for you and is isolated by workspace. Team administrators can edit it/members can only read it. System…source ↗

Instinct

Instinct (Spear Street Technology) · Universal Personal Execution Agent

  • Personalization Documented
    The policy says to provide personalized recommendations based on interactions and historical experience.source ↗

Town

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

  • Visible memory Documented
    Save people/projects, personal backgrounds, communication styles, and preferences; have cross-account context and global/specific routine memory management.source ↗

Pally

Pally Technologies · Multi-channel universal personal execution agent

  • Long-term personalization Documented
    Remember people, plans and details, organize them every night; data can be queried, edited, forgotten or exported.source ↗

Ollie

Confabulation Corporation · Home personal assistant

  • Family context Documented
    Remember family schedules, food preferences and reminders, and retain conversations to help with continuous personalization; share family features only with family members who explicitly join.source ↗

szn

Nomadic Futures · Universal Life Execution Agent

  • Controlled personalization Documented
    Saving preferences/modes based on past tasks can be viewed and deleted in Settings.source ↗

Shuffle

DNFT · Creation/entertainment companion assistant, including website execution

  • Lasting memory Documented
    Conversations and inferred preferences are saved for personalization and to determine when to initiate contact; users can view, correct, and request deletion.source ↗

Tomo

Mapo Labs · Personal goals/life companionship and execution assistant

  • Individual and group memory Documented
    Save messages/context; users can clear messages, reminders, and memory. Group notes may be used for private chats with current members and will no longer be called after leaving the group, but the content that has…source ↗

Cue by Manus

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

  • Proxy memory Documented
    Each agent’s own conversation and memory; remembering preferences, past decisions, project goals and long-term context.source ↗

OpenClaw

OpenClaw Foundation · Self-Hosted Personal Agent

  • Persistent memory Documented
    Workspace Markdown long-term memory and daily notes are searchable; only written content is persisted.source ↗

Hermes Agent

Nous Research · Self-Hosted Personal Agent

  • Persistent memory Documented
    Built-in MEMORY/USER files, historical session retrieval, and skill learning; memories can be edited and deleted, and external memory providers are optional.source ↗

AutoGLM (hosted application)

Zhipu / Z.ai · Hosted cloud-device agent

  • History Documented
    Privacy Policy Description Conversation Continuity is synchronized with multi-terminal history.source ↗
  • Personal persistent memory Unknown
    The listed sources were reviewed, but sufficient public documentation was not found.source ↗

HONOR YOYO Agent

Honor · Device-integrated personal agent

  • Persistent memory Documented
    YOYO memories can be collected through commands or three fingers; some support automatic collection and sharing between trusted devices.source ↗

MiniMax Agent/MiniMax Code Work Mode

MiniMax · Hybrid general-purpose work agent

  • Persistent memory Documented
    The August 2026 update adds active memory and memory management; the use/generation of memories can be controlled according to new sessions.source ↗

QwenWork

Alibaba / DingTalk · Hybrid personal and team work agent

  • Persistent memory Documented
    The policy description can accumulate knowledge/memory (consciousness) assets, and users can turn off corresponding functions and apply for deletion.source ↗

WorkBuddy (Tencent)

Tencent · Desktop personal work agent

  • Persistent memory Documented
    Memory is turned on by default, and preferences/characters/commitments, etc. are summarized at night and can be viewed, modified, deleted, closed and imported.source ↗

Partly disclosed or tested (2)

Asaply

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

  • Standing order Partly disclosed / partly tested
    The official website example remembers frequent orders; the memory editing/export mechanism is not disclosed.source ↗

Caddy

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

  • Preference Partly disclosed / partly tested
    The official website says that you can learn communication, working methods, and preferences with use; the complete memory editing interface is not explained.source ↗

Limited or conditional (5)

Claude (including Cowork execution)

Anthropic · General-purpose work agent

  • Persistent memory and isolation Limited or conditional
    Cloud Cowork and chat share theme memory; projects have separate memories. Can view/edit/delete, pause/reset, close before starting a single session; can import and export. Deleting the original chat does not…source ↗

Gemini Spark

Google · Persistent personal agent

  • Memory and control Limited or conditional
    Historical chat, personal instructions and Personal Intelligence available. The explicit fact-recording function page is still limited to the United States and is rolled out on a rolling basis; corrections can be made…source ↗

Perplexity Computer (Cloud)

Perplexity · Cloud execution agent

  • Memory and Brain Limited or conditional
    Has persistent personal memory; Max/Enterprise Max's Brain research preview adds people, projects, files and to-do contexts, supports viewing sources, editing/deleting and pausing memory writing, and incognito session…source ↗

Perplexity Personal Computer (local access)

Perplexity · Cloud + local execution agent

  • Cross-task memory Limited or conditional
    Cloud/hybrid mode can continue to use Computer memory; Brain research preview is subject to Max qualification. Portable is purely local and has no Brain/saved memory, so different configurations need to be specified.source ↗

Microsoft Copilot Cowork for personal accounts(Preview)

Microsoft · Personal Execution Agent (Preview)

  • Personal memory control Limited or conditional
    The new personal Copilot can manage saved memories, delete individual items/all or turn off personalization; turning off does not automatically delete. Bing/Edge/MSN shared memory switch is listed separately. The…source ↗

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 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