{ "data": { "a": { "slug": "learnharness", "name": "LearnHarness", "vendor": "Amos Blomqvist", "vendorUrl": "https://learnharness.ai", "kind": "harness", "category": "personal-assistants", "summary": "LearnHarness is an open-source desktop app for macOS, Windows and Linux that tests what a learner already understands, plans a route to a goal, teaches step by step and keeps a local knowledge graph, using the learner's own model keys.", "url": "https://www.anchorterminal.com/tools/learnharness", "markdownUrl": "https://www.anchorterminal.com/tools/learnharness.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/learnharness.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/learnharness.json", "repo": "https://github.com/amosblomqvist/learnharness", "license": "AGPL-3.0-only", "transports": [], "packages": [], "auth": "none", "authNotes": "No LearnHarness account. The learner adds keys for model providers (OpenAI, Anthropic, Google, DeepSeek, OpenRouter and others), or one OpenAI-compatible endpoint, or signs in with ChatGPT, GitHub Copilot or Grok, or connects an installed Claude Code CLI. Deepgram (dictation) and Tavily or Brave (web search) take separate keys.", "pricing": "free", "pricingNotes": "Free under AGPL-3.0 with nothing to buy. Model usage is billed by the provider the learner configures, or counts against a ChatGPT, Copilot or Grok plan, and the app shows a live cost meter. The README says any future charge would be for convenience such as managed keys or hosting.", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, the website, the skill or the source files read (checked 2026-10-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 4204, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-30" }, "docsUrl": "https://github.com/amosblomqvist/learnharness/blob/main/docs/development.md", "capabilities": [ "assistant.memory", "assistant.self-hosted", "memory.graph", "memory.read", "web.search" ], "tags": [ "open-source", "local", "free", "no-card", "agpl", "desktop-app", "macos", "windows", "linux", "agent-skill", "typescript", "new" ], "lastRelease": "2026-10-29", "graded": true, "anchor": { "graded": true, "score": 59.3, "grade": "C", "agentReady": false, "rank": 648, "ranked": true, "rankOf": 1239, "categoryRank": 9, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 60, "maintenance": 71, "payments": 60, "reliability": 56, "schema": 63, "security": 52, "transparency": 60 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-30" }, "negative": 0, "verdict": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.", "bestFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.", "strengths": [ "AGPL-3.0 source, with installers for macOS (signed and notarised), Windows and Linux on GitHub Releases", "A bundled agent skill with Python readers that print sessions and graph data as text or JSON and write nothing", "The in-app agent has no shell, write or send tool, and Claude Code runs with its built-in tools switched off", "The desktop server binds 127.0.0.1 and requires a per-launch 64-character secret header", "Nine releases from 17 to 29 October 2026, with CI running typecheck, tests, lint and three-OS builds on main" ], "weaknesses": [ "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider", "Provider keys and ChatGPT sign-in credentials are stored as plaintext JSON at mode 0600, not in the OS keychain", "No SECURITY.md, security.txt, privacy policy or terms. learnharness.ai answers 404 for each", "0.x software created on 16 October 2026, with 265 open issues and pull requests and none of the 39 newest pull requests merged", "No outside agent can start or drive a lesson. The local HTTP API is for the app's own window" ], "agentNotes": [ "Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing", "Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`", "Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it", "Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text", "Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 59.3 } ], "editorialScores": { "ergonomics": 60, "maintenance": 71, "payments": 60, "reliability": 56, "schema": 63, "security": 52, "transparency": 64 }, "provenanceScore": 56, "checked": { "categories": { "ergonomics": "2026-10-30", "maintenance": "2026-10-30", "payments": "2026-10-30", "reliability": "2026-10-30", "schema": "2026-10-30", "security": "2026-10-30", "transparency": "2026-10-30" }, "last": "2026-10-30", "oldest": "2026-10-30", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/learnharness" }, "area": "frameworks", "provenance": { "legalEntity": "No legal entity found. Copyright Amos Blomqvist", "domain": "learnharness.ai", "domainRegistered": "2026-10-09", "endpointOnVendorDomain": null, "terms": "https://raw.githubusercontent.com/amosblomqvist/learnharness/main/LICENSE", "privacy": "", "statusPage": "", "changelog": "https://github.com/amosblomqvist/learnharness/releases", "securityTxt": "none", "checked": "2026-10-30", "notes": [ "The footer of learnharness.ai reads © 2026 Amos Blomqvist, and `package.json` names Amos Blomqvist as author. No company is named.", "learnharness.ai/privacy, /terms, /llms.txt and /.well-known/security.txt return 404, and the repository has no SECURITY.md, so the AGPL-3.0 licence stands in for terms.", "RDAP (Identity Digital) gives learnharness.ai a registration date of 2026-10-09.", "The app runs on the learner's machine. Its only vendor-side service seen is the website, which a release workflow updates. Updates come from GitHub Releases.", "There is no CHANGELOG file. Each GitHub release carries its notes." ], "score": 56 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/learnharness.json" }, "answer": "LearnHarness scores 59.3 (C) on agent readiness against szn's 7.8 (F), and leads in every scored category.", "b": { "slug": "szn", "name": "szn", "vendor": "Nomadic Futures", "vendorUrl": "https://theszn.ai", "kind": "platform", "category": "personal-assistants", "summary": "szn (pronounced season) is a hosted personal assistant that carries out errands end to end. It makes phone calls, sends emails, books and follows up for the owner, reached through its web app, iMessage, SMS and email.", "url": "https://www.anchorterminal.com/tools/szn", "markdownUrl": "https://www.anchorterminal.com/tools/szn.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/szn.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/szn.json", "license": "Closed service. No terms of service were found on theszn.ai. A privacy policy and an acceptable use policy (both last updated March 2026) apply.", "transports": [], "packages": [], "auth": "mixed", "authNotes": "Sign-in through Google or Apple, and some parts can be used without an account under a temporary anonymous session (https://theszn.ai/privacy). New accounts start from an access-code page (https://theszn.ai/access). Gmail access is read-only and Google Calendar access can read, create and change events (https://theszn.ai/privacy).", "pricing": "free", "pricingNotes": "\"Free during early preview\" (https://theszn.ai, checked 14 October 2026). No paid plan was found. The acceptable use policy says users are responsible for \"token consumption and costs from executed tasks\" (https://theszn.ai/aup), and the privacy policy says payments go through providers such as Stripe.", "priceSummary": "Free", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on theszn.ai, its llms.txt, privacy policy and acceptable use policy, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "llmsTxt": "https://theszn.ai/llms.txt", "capabilities": [ "assistant.messaging", "assistant.accounts", "assistant.memory", "voice.calls", "email.send", "mailbox.read", "calendar.write", "messaging.rcs", "messaging.inbound", "travel.booking", "memory.user", "tasks.create" ], "tags": [ "hosted", "official", "closed-source", "free", "waitlist", "llms-txt" ], "graded": true, "disclosure": "szn competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "competesWith": "localghost", "anchor": { "graded": true, "score": 7.8, "grade": "F", "agentReady": false, "rank": 1235, "ranked": true, "rankOf": 1239, "categoryRank": 50, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 2, "payments": 20, "reliability": 5, "schema": 10, "security": 0, "transparency": 29 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "szn is an errand assistant in early access that makes calls, sends emails and books for its owner, free during the preview for people with an access code. No outside agent can call it, no terms of service or legal entity appear in its policies, and its privacy policy says nothing on training.", "bestFor": "A person who wants calls, emails and bookings done for them and has an access code.", "disclosure": "szn competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "strengths": [ "Free during the early preview.", "Credentials can be kept in an encrypted vault that the privacy policy says isn't shared with AI providers.", "Gmail access is read-only, per the privacy policy." ], "weaknesses": [ "Early access by access code only.", "No terms of service found, and no legal entity named in its policies.", "The privacy policy says nothing on training with user content and doesn't name its AI providers.", "No API, MCP server or A2A endpoint for an outside agent." ], "agentNotes": [ "Don't plan to call szn from another agent. It answers only its web app, iMessage, SMS and email for the owner.", "Tell the owner they need an access code to start, and that the acceptable use policy makes them responsible for confirming actions." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 1.8, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 7.8 } ], "editorialScores": { "ergonomics": 0, "maintenance": 2, "payments": 20, "reliability": 5, "schema": 10, "security": 0, "transparency": 19 }, "provenanceScore": 38, "checked": { "categories": { "ergonomics": "2026-10-14", "maintenance": "2026-10-14", "payments": "2026-10-14", "reliability": "2026-10-14", "schema": "2026-10-14", "security": "2026-10-14", "transparency": "2026-10-14" }, "last": "2026-10-14", "lastMoved": "2026-10-27", "oldest": "2026-10-14", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.messaging", "tool": "https://letme.dev/szn" }, "area": "frameworks", "provenance": { "legalEntity": "", "domain": "theszn.ai", "domainRegistered": "2024-12-18", "endpointOnVendorDomain": null, "terms": "", "privacy": "https://theszn.ai/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "No terms of service were found. The sitemap lists the home, product, methodology, access, privacy and AUP pages only.", "The privacy policy and AUP name the service as theszn.ai (\"szn\") with no legal entity. llms.txt says szn is built and operated by Nomadic Futures (https://nomadicfutures.ai); its legal form is not stated.", "Contact hello@theszn.ai. theszn.ai/.well-known/security.txt returns 404. No status page or changelog was found.", "RDAP gives a registration date of 2024-12-18 for theszn.ai." ], "score": 38 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/szn.json", "live": { "slug": "szn", "securityTxt": { "url": "https://theszn.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:39:22.374776378Z" }, "llmsTxt": { "url": "https://theszn.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:08:53.040754234Z" }, "domain": { "domain": "theszn.ai", "registered": "2024-12-18", "source": "https://rdap.identitydigital.services/rdap/domain/theszn.ai", "checkedAt": "2026-10-25T13:59:51.206894228Z" }, "pages": [ { "url": "https://theszn.ai/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:50:31.338137428Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "c3da9dc171b7" } ], "updatedAt": "2026-10-30T15:39:22.374776378Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "Amos Blomqvist", "b": "Nomadic Futures", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "None", "b": "OAuth or key", "name": "Auth" }, { "a": "Free", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "AGPL-3.0-only", "b": "Closed service. No terms of service were found on theszn.ai. A privacy policy and an acceptable use policy (both last updated March 2026) apply.", "name": "Licence" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-29", "b": "none", "name": "Last release" }, { "a": "no date given", "b": "no document linked", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-03-01", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "4.2k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "1.8/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against szn's 7.8 (F), and leads in every scored category.", "question": "Which is better for AI agents, LearnHarness or szn?" }, { "answer": "LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for szn.", "question": "Are LearnHarness and szn open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 56 against 5", "Schema \u0026 documentation, 63 against 10", "Agent ergonomics, 60 against 0", "Security \u0026 auth, 52 against 0", "Payments \u0026 pricing, 60 against 20", "Maintenance \u0026 community, 71 against 2", "Transparency \u0026 trust, 60 against 29" ], "also": [ "No key needed to call it", "Free to start without a card", "Open source" ], "goodFor": "A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.", "slug": "learnharness", "watchFor": "The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider" }, { "aheadOn": null, "also": null, "goodFor": "A person who wants calls, emails and bookings done for them and has an access code.", "slug": "szn", "watchFor": "Early access by access code only." } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-szn.json", "title": "asaply vs szn", "url": "https://www.anchorterminal.com/compare/asaply-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-szn.json", "title": "Asmi vs szn", "url": "https://www.anchorterminal.com/compare/asmi-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-szn.json", "title": "AstrBot vs szn", "url": "https://www.anchorterminal.com/compare/astrbot-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-szn.json", "title": "Boba vs szn", "url": "https://www.anchorterminal.com/compare/boba-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-szn.json", "title": "Boski vs szn", "url": "https://www.anchorterminal.com/compare/boski-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-szn.json", "title": "Brea vs szn", "url": "https://www.anchorterminal.com/compare/brea-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-szn.json", "title": "Caddy vs szn", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-szn.json", "title": "CowAgent vs szn", "url": "https://www.anchorterminal.com/compare/cowagent-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/del-vs-szn.json", "title": "Del vs szn", "url": "https://www.anchorterminal.com/compare/del-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-szn.json", "title": "folk vs szn", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-szn.json", "title": "GAIA vs szn", "url": "https://www.anchorterminal.com/compare/gaia-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-szn.json", "title": "Grok Bot vs szn", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-szn.json", "title": "Haven vs szn", "url": "https://www.anchorterminal.com/compare/haven-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-szn.json", "title": "Hermes Agent vs szn", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-szn.json", "title": "HireAlpha vs szn", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-szn.json", "title": "Instinct vs szn", "url": "https://www.anchorterminal.com/compare/instinct-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-szn.json", "title": "IronClaw vs szn", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-szn.json", "title": "Lindy vs szn", "url": "https://www.anchorterminal.com/compare/lindy-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-szn.json", "title": "nanobot vs szn", "url": "https://www.anchorterminal.com/compare/nanobot-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-szn.json", "title": "NanoClaw vs szn", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-szn.json", "title": "Dots vs szn", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-szn.json", "title": "OpenClaw vs szn", "url": "https://www.anchorterminal.com/compare/openclaw-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-szn.json", "title": "OpenDuet vs szn", "url": "https://www.anchorterminal.com/compare/openduet-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-szn.json", "title": "OpenInstinct vs szn", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-szn.json", "title": "Orbits vs szn", "url": "https://www.anchorterminal.com/compare/orbits-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-szn.json", "title": "Orchid vs szn", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-szn.json", "title": "PicoClaw vs szn", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-szn.json", "title": "Poke vs szn", "url": "https://www.anchorterminal.com/compare/poke-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-szn.json", "title": "QwenPaw vs szn", "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-tab-bot.json", "title": "szn vs Tab", "url": "https://www.anchorterminal.com/compare/szn-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-tasker-ai.json", "title": "szn vs Tasker AI", "url": "https://www.anchorterminal.com/compare/szn-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-tomo.json", "title": "szn vs Tomo", "url": "https://www.anchorterminal.com/compare/szn-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-town.json", "title": "szn vs Town", "url": "https://www.anchorterminal.com/compare/szn-vs-town" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-zapia.json", "title": "szn vs Zapia", "url": "https://www.anchorterminal.com/compare/szn-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-zeroclaw.json", "title": "szn vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/szn-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-zo-computer.json", "title": "szn vs Zo Computer", "url": "https://www.anchorterminal.com/compare/szn-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/asaply-vs-learnharness.json", "title": "asaply vs LearnHarness", "url": "https://www.anchorterminal.com/compare/asaply-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-learnharness.json", "title": "Asmi vs LearnHarness", "url": "https://www.anchorterminal.com/compare/asmi-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/atticus-vs-learnharness.json", "title": "Atticus vs LearnHarness", "url": "https://www.anchorterminal.com/compare/atticus-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/atticus-vs-szn.json", "title": "Atticus vs szn", "url": "https://www.anchorterminal.com/compare/atticus-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-learnharness.json", "title": "Boba vs LearnHarness", "url": "https://www.anchorterminal.com/compare/boba-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-learnharness.json", "title": "Boski vs LearnHarness", "url": "https://www.anchorterminal.com/compare/boski-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-learnharness.json", "title": "Brea vs LearnHarness", "url": "https://www.anchorterminal.com/compare/brea-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.json", "title": "Caddy vs LearnHarness", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.json", "title": "Claude Duet vs LearnHarness", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness.json", "title": "CowAgent vs LearnHarness", "url": "https://www.anchorterminal.com/compare/cowagent-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.json", "title": "DeepTutor vs LearnHarness", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-szn.json", "title": "DeepTutor vs szn", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/del-vs-learnharness.json", "title": "Del vs LearnHarness", "url": "https://www.anchorterminal.com/compare/del-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.json", "title": "folk vs LearnHarness", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-learnharness.json", "title": "GAIA vs LearnHarness", "url": "https://www.anchorterminal.com/compare/gaia-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.json", "title": "Gemini Spark vs LearnHarness", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.json", "title": "Grok Bot vs LearnHarness", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.json", "title": "Hark Pro vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hark-pro-vs-szn.json", "title": "Hark Pro vs szn", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-learnharness.json", "title": "Haven vs LearnHarness", "url": "https://www.anchorterminal.com/compare/haven-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.json", "title": "Hermes Agent vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.json", "title": "HireAlpha vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-learnharness.json", "title": "Instinct vs LearnHarness", "url": "https://www.anchorterminal.com/compare/instinct-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.json", "title": "IronClaw vs LearnHarness", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-leon.json", "title": "LearnHarness vs Leon", "url": "https://www.anchorterminal.com/compare/learnharness-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-lindy.json", "title": "LearnHarness vs Lindy", "url": "https://www.anchorterminal.com/compare/learnharness-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.json", "title": "LearnHarness vs Lobby", "url": "https://www.anchorterminal.com/compare/learnharness-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot.json", "title": "LearnHarness vs nanobot", "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.json", "title": "LearnHarness vs NanoClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-natura.json", "title": "LearnHarness vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/learnharness-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openai-dots.json", "title": "LearnHarness vs Dots", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw.json", "title": "LearnHarness vs OpenClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openduet.json", "title": "LearnHarness vs OpenDuet", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.json", "title": "LearnHarness vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/learnharness-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-orbits.json", "title": "LearnHarness vs Orbits", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.json", "title": "LearnHarness vs Orchid", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-pally.json", "title": "LearnHarness vs Pally", "url": "https://www.anchorterminal.com/compare/learnharness-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.json", "title": "LearnHarness vs PicoClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-poke.json", "title": "LearnHarness vs Poke", "url": "https://www.anchorterminal.com/compare/learnharness-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.json", "title": "LearnHarness vs QwenPaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.json", "title": "LearnHarness vs Tab", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-talorys.json", "title": "LearnHarness vs Talorys", "url": "https://www.anchorterminal.com/compare/learnharness-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.json", "title": "LearnHarness vs Tasker AI", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-tomo.json", "title": "LearnHarness vs Tomo", "url": "https://www.anchorterminal.com/compare/learnharness-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-town.json", "title": "LearnHarness vs Town", "url": "https://www.anchorterminal.com/compare/learnharness-vs-town" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-wajo.json", "title": "LearnHarness vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/learnharness-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zapia.json", "title": "LearnHarness vs Zapia", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.json", "title": "LearnHarness vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.json", "title": "LearnHarness vs Zo Computer", "url": "https://www.anchorterminal.com/compare/learnharness-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-talorys.json", "title": "szn vs Talorys", "url": "https://www.anchorterminal.com/compare/szn-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-szn.json", "title": "Claude Duet vs szn", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-szn.json", "title": "Gemini Spark vs szn", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-szn.json", "title": "Leon vs szn", "url": "https://www.anchorterminal.com/compare/leon-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-szn.json", "title": "Lobby vs szn", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-szn.json", "title": "Natura tinyNature vs szn", "url": "https://www.anchorterminal.com/compare/natura-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/pally-vs-szn.json", "title": "Pally vs szn", "url": "https://www.anchorterminal.com/compare/pally-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/szn-vs-wajo.json", "title": "szn vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/szn-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness.json", "title": "AstrBot vs LearnHarness", "url": "https://www.anchorterminal.com/compare/astrbot-vs-learnharness" } ], "scores": [ { "by": 51, "edge": "learnharness", "key": "reliability", "learnharness": 56, "name": "Reliability", "szn": 5, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 53, "edge": "learnharness", "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "szn": 10, "weight": 13 }, { "by": 60, "edge": "learnharness", "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "szn": 0, "weight": 13 }, { "by": 52, "edge": "learnharness", "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "szn": 0, "weight": 14 }, { "by": 40, "edge": "learnharness", "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "szn": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 69, "edge": "learnharness", "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "szn": 2, "weight": 7 }, { "by": 31, "edge": "learnharness", "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "szn": 29, "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against szn's 7.8 (F), and leads in every scored category. Both do assistants that remember you.", "tutorials": [], "verdicts": { "learnharness": "The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.", "szn": "szn is an errand assistant in early access that makes calls, sends emails and books for its owner, free during the preview for people with an access code. No outside agent can call it, no terms of service or legal entity appear in its policies, and its privacy policy says nothing on training." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/learnharness-vs-szn", "json": "https://www.anchorterminal.com/compare/learnharness-vs-szn.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/learnharness-vs-szn.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/learnharness-vs-szn.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against szn's 7.8 (F), and leads in every scored category. Both do assistants that remember you.\n\n- LearnHarness: grade C, 59.3/100, rank #648 of 1239. Markdown https://www.anchorterminal.com/tools/learnharness.md · JSON https://www.anchorterminal.com/api/v1/tools/learnharness.json\n- szn: grade F, 7.8/100, rank #1235 of 1239. Markdown https://www.anchorterminal.com/tools/szn.md · JSON https://www.anchorterminal.com/api/v1/tools/szn.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### LearnHarness (C)\n\nGood for: A tutor for one learner that keeps a local record of sessions and a graph of propositions and reasoning chains.\n\nAhead on:\n- Reliability, 56 against 5\n- Schema \u0026 documentation, 63 against 10\n- Agent ergonomics, 60 against 0\n- Security \u0026 auth, 52 against 0\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 71 against 2\n- Transparency \u0026 trust, 60 against 29\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: The read, ls, find and grep tools resolve against the home directory with no allow list, and their output goes to the model provider\n\n### szn (F)\n\nGood for: A person who wants calls, emails and bookings done for them and has an access code.\n\nWatch for: Early access by access code only.\n\n\n## Score by category\n\n| Category | Weight | LearnHarness | szn | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 56 | 5 | LearnHarness +51 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 63 | 10 | LearnHarness +53 |\n| Agent ergonomics | 13% (16.2 this run) | 60 | 0 | LearnHarness +60 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 0 | LearnHarness +52 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | LearnHarness +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 71 | 2 | LearnHarness +69 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 29 | LearnHarness +31 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **59.3 · C** | **7.8 · F** | |\n\n## Facts side by side\n\n| Fact | LearnHarness | szn |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | Amos Blomqvist | Nomadic Futures |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | None | OAuth or key |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | AGPL-3.0-only | Closed service. No terms of service were found on theszn.ai. A privacy policy and an acceptable use policy (both last updated March 2026) apply. |\n| Read-only variant documented | no | yes |\n| llms.txt | no | yes |\n| Last release | 2026-10-29 | none |\n| Terms last updated | no date given | no document linked |\n| Privacy policy last updated | no document linked | 2026-03-01 |\n| Customer content may train models | not found in the text | |\n| Terms restrict automated access | not found in the text | |\n| Terms restrict benchmarking | not found in the text | |\n| Terms or service can change without notice | not found in the text | |\n| Arbitration or class-action waiver | not found in the text | |\n| Popularity | 4.2k stars | none |\n| Agent reviews | none | 1.8/5 (4) |\n\n## Verdicts\n\n**LearnHarness.** The in-app agent reads files but cannot change them or run commands, and a bundled skill gives other agents a documented read-only view of sessions and the knowledge graph. The project is 14 days old at 0.4.0, its file reads reach the whole home directory without approval, and it has no security policy.\n\n**szn.** szn is an errand assistant in early access that makes calls, sends emails and books for its owner, free during the preview for people with an access code. No outside agent can call it, no terms of service or legal entity appear in its policies, and its privacy policy says nothing on training.\n\n## Before you call either\n\n### LearnHarness\n\n1. Use the bundled skill (`skills/learnharness/SKILL.md`) to read a learner's record. It needs Python 3.10 or later and writes nothing\n2. Pass `--format json` before the subcommand, for example `python3 -B scripts/graph.py --format json propositions`\n3. Treat stored answer keys and teacher prose as model-authored. A proposition in the graph is not evidence the learner understood it\n4. Do not read `auth.json`, which sits one folder above the data folder and holds provider keys in plain text\n5. Close the app or re-read when a stable snapshot matters. The readers do not lock files while the app writes\n\n### szn\n\n1. Don't plan to call szn from another agent. It answers only its web app, iMessage, SMS and email for the owner.\n2. Tell the owner they need an access code to start, and that the acceptable use policy makes them responsible for confirming actions.\n\n## Questions\n\n### Which is better for AI agents, LearnHarness or szn?\n\nLearnHarness scores 59.3 (C) on agent readiness against szn's 7.8 (F), and leads in every scored category.\n\n### Are LearnHarness and szn open source?\n\nLearnHarness is open source (AGPL-3.0-only). No open-source release is listed for szn.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-szn.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-szn.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"learnharness\", \"b\": \"szn\"}`. From a terminal: `anchor compare learnharness szn`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/szn.json\n\n## Other comparisons with LearnHarness or szn\n\n- [asaply vs szn](https://www.anchorterminal.com/compare/asaply-vs-szn.md)\n- [Asmi vs szn](https://www.anchorterminal.com/compare/asmi-vs-szn.md)\n- [AstrBot vs szn](https://www.anchorterminal.com/compare/astrbot-vs-szn.md)\n- [Boba vs szn](https://www.anchorterminal.com/compare/boba-vs-szn.md)\n- [Boski vs szn](https://www.anchorterminal.com/compare/boski-vs-szn.md)\n- [Brea vs szn](https://www.anchorterminal.com/compare/brea-vs-szn.md)\n- [Caddy vs szn](https://www.anchorterminal.com/compare/caddy-app-vs-szn.md)\n- [CowAgent vs szn](https://www.anchorterminal.com/compare/cowagent-vs-szn.md)\n- [Del vs szn](https://www.anchorterminal.com/compare/del-vs-szn.md)\n- [folk vs szn](https://www.anchorterminal.com/compare/folk-nozomio-vs-szn.md)\n- [GAIA vs szn](https://www.anchorterminal.com/compare/gaia-vs-szn.md)\n- [Grok Bot vs szn](https://www.anchorterminal.com/compare/grok-bot-vs-szn.md)\n- [Haven vs szn](https://www.anchorterminal.com/compare/haven-vs-szn.md)\n- [Hermes Agent vs szn](https://www.anchorterminal.com/compare/hermes-agent-vs-szn.md)\n- [HireAlpha vs szn](https://www.anchorterminal.com/compare/hirealpha-vs-szn.md)\n- [Instinct vs szn](https://www.anchorterminal.com/compare/instinct-vs-szn.md)\n- [IronClaw vs szn](https://www.anchorterminal.com/compare/ironclaw-vs-szn.md)\n- [Lindy vs szn](https://www.anchorterminal.com/compare/lindy-vs-szn.md)\n- [nanobot vs szn](https://www.anchorterminal.com/compare/nanobot-vs-szn.md)\n- [NanoClaw vs szn](https://www.anchorterminal.com/compare/nanoclaw-vs-szn.md)\n- [Dots vs szn](https://www.anchorterminal.com/compare/openai-dots-vs-szn.md)\n- [OpenClaw vs szn](https://www.anchorterminal.com/compare/openclaw-vs-szn.md)\n- [OpenDuet vs szn](https://www.anchorterminal.com/compare/openduet-vs-szn.md)\n- [OpenInstinct vs szn](https://www.anchorterminal.com/compare/openinstinct-vs-szn.md)\n- [Orbits vs szn](https://www.anchorterminal.com/compare/orbits-vs-szn.md)\n- [Orchid vs szn](https://www.anchorterminal.com/compare/orchid-ai-vs-szn.md)\n- [PicoClaw vs szn](https://www.anchorterminal.com/compare/picoclaw-vs-szn.md)\n- [Poke vs szn](https://www.anchorterminal.com/compare/poke-vs-szn.md)\n- [QwenPaw vs szn](https://www.anchorterminal.com/compare/qwenpaw-vs-szn.md)\n- [szn vs Tab](https://www.anchorterminal.com/compare/szn-vs-tab-bot.md)\n- [szn vs Tasker AI](https://www.anchorterminal.com/compare/szn-vs-tasker-ai.md)\n- [szn vs Tomo](https://www.anchorterminal.com/compare/szn-vs-tomo.md)\n- [szn vs Town](https://www.anchorterminal.com/compare/szn-vs-town.md)\n- [szn vs Zapia](https://www.anchorterminal.com/compare/szn-vs-zapia.md)\n- [szn vs ZeroClaw](https://www.anchorterminal.com/compare/szn-vs-zeroclaw.md)\n- [szn vs Zo Computer](https://www.anchorterminal.com/compare/szn-vs-zo-computer.md)\n- [asaply vs LearnHarness](https://www.anchorterminal.com/compare/asaply-vs-learnharness.md)\n- [Asmi vs LearnHarness](https://www.anchorterminal.com/compare/asmi-vs-learnharness.md)\n- [Atticus vs LearnHarness](https://www.anchorterminal.com/compare/atticus-vs-learnharness.md)\n- [Atticus vs szn](https://www.anchorterminal.com/compare/atticus-vs-szn.md)\n- [Boba vs LearnHarness](https://www.anchorterminal.com/compare/boba-vs-learnharness.md)\n- [Boski vs LearnHarness](https://www.anchorterminal.com/compare/boski-vs-learnharness.md)\n- [Brea vs LearnHarness](https://www.anchorterminal.com/compare/brea-vs-learnharness.md)\n- [Caddy vs LearnHarness](https://www.anchorterminal.com/compare/caddy-app-vs-learnharness.md)\n- [Claude Duet vs LearnHarness](https://www.anchorterminal.com/compare/claude-duet-vs-learnharness.md)\n- [CowAgent vs LearnHarness](https://www.anchorterminal.com/compare/cowagent-vs-learnharness.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs szn](https://www.anchorterminal.com/compare/deeptutor-vs-szn.md)\n- [Del vs LearnHarness](https://www.anchorterminal.com/compare/del-vs-learnharness.md)\n- [folk vs LearnHarness](https://www.anchorterminal.com/compare/folk-nozomio-vs-learnharness.md)\n- [GAIA vs LearnHarness](https://www.anchorterminal.com/compare/gaia-vs-learnharness.md)\n- [Gemini Spark vs LearnHarness](https://www.anchorterminal.com/compare/gemini-spark-vs-learnharness.md)\n- [Grok Bot vs LearnHarness](https://www.anchorterminal.com/compare/grok-bot-vs-learnharness.md)\n- [Hark Pro vs LearnHarness](https://www.anchorterminal.com/compare/hark-pro-vs-learnharness.md)\n- [Hark Pro vs szn](https://www.anchorterminal.com/compare/hark-pro-vs-szn.md)\n- [Haven vs LearnHarness](https://www.anchorterminal.com/compare/haven-vs-learnharness.md)\n- [Hermes Agent vs LearnHarness](https://www.anchorterminal.com/compare/hermes-agent-vs-learnharness.md)\n- [HireAlpha vs LearnHarness](https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.md)\n- [Instinct vs LearnHarness](https://www.anchorterminal.com/compare/instinct-vs-learnharness.md)\n- [IronClaw vs LearnHarness](https://www.anchorterminal.com/compare/ironclaw-vs-learnharness.md)\n- [LearnHarness vs Leon](https://www.anchorterminal.com/compare/learnharness-vs-leon.md)\n- [LearnHarness vs Lindy](https://www.anchorterminal.com/compare/learnharness-vs-lindy.md)\n- [LearnHarness vs Lobby](https://www.anchorterminal.com/compare/learnharness-vs-lobby-os.md)\n- [LearnHarness vs nanobot](https://www.anchorterminal.com/compare/learnharness-vs-nanobot.md)\n- [LearnHarness vs NanoClaw](https://www.anchorterminal.com/compare/learnharness-vs-nanoclaw.md)\n- [LearnHarness vs Natura tinyNature](https://www.anchorterminal.com/compare/learnharness-vs-natura.md)\n- [LearnHarness vs Dots](https://www.anchorterminal.com/compare/learnharness-vs-openai-dots.md)\n- [LearnHarness vs OpenClaw](https://www.anchorterminal.com/compare/learnharness-vs-openclaw.md)\n- [LearnHarness vs OpenDuet](https://www.anchorterminal.com/compare/learnharness-vs-openduet.md)\n- [LearnHarness vs OpenInstinct](https://www.anchorterminal.com/compare/learnharness-vs-openinstinct.md)\n- [LearnHarness vs Orbits](https://www.anchorterminal.com/compare/learnharness-vs-orbits.md)\n- [LearnHarness vs Orchid](https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.md)\n- [LearnHarness vs Pally](https://www.anchorterminal.com/compare/learnharness-vs-pally.md)\n- [LearnHarness vs PicoClaw](https://www.anchorterminal.com/compare/learnharness-vs-picoclaw.md)\n- [LearnHarness vs Poke](https://www.anchorterminal.com/compare/learnharness-vs-poke.md)\n- [LearnHarness vs QwenPaw](https://www.anchorterminal.com/compare/learnharness-vs-qwenpaw.md)\n- [LearnHarness vs Tab](https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.md)\n- [LearnHarness vs Talorys](https://www.anchorterminal.com/compare/learnharness-vs-talorys.md)\n- [LearnHarness vs Tasker AI](https://www.anchorterminal.com/compare/learnharness-vs-tasker-ai.md)\n- [LearnHarness vs Tomo](https://www.anchorterminal.com/compare/learnharness-vs-tomo.md)\n- [LearnHarness vs Town](https://www.anchorterminal.com/compare/learnharness-vs-town.md)\n- [LearnHarness vs Wajo (Fo)](https://www.anchorterminal.com/compare/learnharness-vs-wajo.md)\n- [LearnHarness vs Zapia](https://www.anchorterminal.com/compare/learnharness-vs-zapia.md)\n- [LearnHarness vs ZeroClaw](https://www.anchorterminal.com/compare/learnharness-vs-zeroclaw.md)\n- [LearnHarness vs Zo Computer](https://www.anchorterminal.com/compare/learnharness-vs-zo-computer.md)\n- [szn vs Talorys](https://www.anchorterminal.com/compare/szn-vs-talorys.md)\n- [Claude Duet vs szn](https://www.anchorterminal.com/compare/claude-duet-vs-szn.md)\n- [Gemini Spark vs szn](https://www.anchorterminal.com/compare/gemini-spark-vs-szn.md)\n- [Leon vs szn](https://www.anchorterminal.com/compare/leon-vs-szn.md)\n- [Lobby vs szn](https://www.anchorterminal.com/compare/lobby-os-vs-szn.md)\n- [Natura tinyNature vs szn](https://www.anchorterminal.com/compare/natura-vs-szn.md)\n- [Pally vs szn](https://www.anchorterminal.com/compare/pally-vs-szn.md)\n- [szn vs Wajo (Fo)](https://www.anchorterminal.com/compare/szn-vs-wajo.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n\n## Disclosure\n\n- szn competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-31", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "LearnHarness vs szn", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to szn's 7.8 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "LearnHarness C 59.3", "szn F 7.8", "scores" ], "h1": "LearnHarness vs szn", "image": "https://www.anchorterminal.com/assets/og/compare-learnharness-vs-szn.png", "path": "/compare/learnharness-vs-szn", "published": "2026-10-01", "section": "tools", "title": "LearnHarness vs szn for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/learnharness-vs-szn" }, "tokens": { "markdown": 3750, "slim": 680 }, "version": 1 }