{ "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 Orchid's 20.2 (F), and leads in 6 of 7 scored categories.", "b": { "slug": "orchid-ai", "name": "Orchid", "vendor": "Zero Email, Inc.", "vendorUrl": "https://orchid.ai", "kind": "platform", "category": "personal-assistants", "summary": "Orchid is a hosted executive assistant people reach by iMessage, SMS or Telegram. It triages Gmail, drafts replies, coordinates Google Calendar, prepares meetings and runs habits and reminders, with drafts held until the owner approves.", "url": "https://www.anchorterminal.com/tools/orchid-ai", "markdownUrl": "https://www.anchorterminal.com/tools/orchid-ai.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/orchid-ai.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/orchid-ai.json", "license": "Closed service under Orchid's Terms of Service (Zero Email, Inc., last updated 16 January 2026).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "Google sign-in, and Orchid never asks for a password (https://orchid.ai/blog/orchid-ai-reviews-reddit-is-it-safe). The terms say integrations use OAuth 2.0 with the minimum permissions needed, and non-Google integrations go through Composio (https://orchid.ai/legal/terms and https://orchid.ai/legal/privacy).", "pricing": "paid", "pricingNotes": "\"Orchid is paid, from $29.99/mo, flat, with no free tier and no meter on your messages\" (https://orchid.ai/blog/is-orchid-ai-free-pricing-explained, 14 September 2026). Students and YC founders get 3 months free, and Notion Mail switchers a free month. Current plan details are inside the app, and orchid.ai/pricing showed no prices when read on 14 October 2026.", "priceSummary": "$29.99 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on orchid.ai, llms.txt, the pricing post or the terms, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "llmsTxt": "https://orchid.ai/llms.txt", "capabilities": [ "assistant.messaging", "assistant.accounts", "assistant.memory", "messaging.rcs", "messaging.inbound", "mailbox.read", "mailbox.send", "calendar.write", "tasks.create", "memory.user" ], "tags": [ "hosted", "official", "closed-source", "paid", "status-page", "llms-txt" ], "graded": true, "disclosure": "Orchid 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": 20.2, "grade": "F", "agentReady": false, "rank": 1188, "ranked": true, "rankOf": 1239, "categoryRank": 36, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 24, "payments": 10, "reliability": 50, "schema": 10, "security": 0, "transparency": 60 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "Orchid is a paid executive assistant over iMessage, SMS and Telegram that holds drafts and calendar holds until the owner approves, with a public status page and a named subprocessor list. No outside agent can call it, there's no free tier, and its privacy policy allows training a personal model while its blog says it never trains.", "bestFor": "A founder or operator who wants Gmail and calendar triage by text with approval before anything leaves.", "disclosure": "Orchid 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": [ "Public status page with component history, one incident from August to October 2026.", "Drafts and calendar holds wait for the owner's approval by default, per the safety post.", "The privacy policy names twelve subprocessors by role, model providers included.", "Model providers are contractually barred from training on customer data." ], "weaknesses": [ "No API, MCP server or A2A endpoint for an outside agent.", "The privacy policy allows training a personal model on the owner's data, while the safety post says Orchid never trains.", "No free tier, and orchid.ai/pricing showed no prices on 14 October 2026.", "No security.txt, security contact or certification of its own found." ], "agentNotes": [ "Don't plan to call Orchid from another agent. It answers only the owner's iMessage, SMS and Telegram threads.", "Check status.orchid.ai before telling the owner Orchid is down. The 7 August incident moved it to a new number.", "Tell the owner that drafts and holds wait for their approval unless they widen it." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 20.2 } ], "editorialScores": { "ergonomics": 0, "maintenance": 24, "payments": 10, "reliability": 50, "schema": 10, "security": 0, "transparency": 47 }, "provenanceScore": 73, "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": "2026-10-30", "oldest": "2026-10-14", "stale": false, "staleAfterDays": 90 } }, "letme": { "capability": "https://letme.dev/assistant.messaging", "tool": "https://letme.dev/orchid-ai" }, "area": "frameworks", "unitPrices": [ { "item": "Orchid", "unit": "month", "usd": 29.99, "note": "\"From $29.99/mo\", billed monthly, per the pricing post of 14 September 2026." } ], "provenance": { "legalEntity": "Zero Email, Inc.", "domain": "orchid.ai", "domainRegistered": "2017-12-16", "endpointOnVendorDomain": null, "terms": "https://orchid.ai/legal/terms", "privacy": "https://orchid.ai/legal/privacy", "statusPage": "https://status.orchid.ai", "changelog": "", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The terms name Zero Email, Inc. (\"Orchid\") and were last updated on 16 January 2026. The privacy policy was last updated on 14 September 2026.", "orchid.ai/.well-known/security.txt returns 404. No changelog was found; the blog carries product posts.", "RDAP gives a registration date of 2017-12-16 for orchid.ai, which predates the product." ], "score": 73 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/orchid-ai.json", "live": { "slug": "orchid-ai", "vendorStatus": { "page": "https://status.orchid.ai", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-31T00:21:08.30904867Z" }, "securityTxt": { "url": "https://orchid.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:38:06.633946217Z" }, "llmsTxt": { "url": "https://orchid.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:08:23.339078143Z" }, "domain": { "domain": "orchid.ai", "registered": "2017-12-16", "source": "https://rdap.identitydigital.services/rdap/domain/orchid.ai", "checkedAt": "2026-10-25T13:55:26.608770004Z" }, "pages": [ { "url": "https://orchid.ai/blog/is-orchid-ai-free-pricing-explained", "kind": "pricing", "status": 200, "checkedAt": "2026-10-30T05:44:51.951158548Z", "changedAt": "2026-10-30T05:44:51.951158548Z", "fingerprint": "9dc94f936d34" }, { "url": "https://orchid.ai/legal/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:44:54.097288886Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "c4456246bc4c" }, { "url": "https://orchid.ai/legal/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:44:56.121698894Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "4cd058728c8d" } ], "updatedAt": "2026-10-31T00:21:08.30904867Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "Amos Blomqvist", "b": "Zero Email, Inc.", "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": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "AGPL-3.0-only", "b": "Closed service under Orchid's Terms of Service (Zero Email, Inc., last updated 16 January 2026).", "name": "Licence" }, { "a": "no", "b": "no", "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": "2026-01-16", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-09-14", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "4.2k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "2/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "LearnHarness scores 59.3 (C) on agent readiness against Orchid's 20.2 (F), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, LearnHarness or Orchid?" }, { "answer": "LearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Orchid.", "question": "Are LearnHarness and Orchid open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 56 against 50", "Schema \u0026 documentation, 63 against 10", "Agent ergonomics, 60 against 0", "Security \u0026 auth, 52 against 0", "Payments \u0026 pricing, 60 against 10", "Maintenance \u0026 community, 71 against 24" ], "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 founder or operator who wants Gmail and calendar triage by text with approval before anything leaves.", "slug": "orchid-ai", "watchFor": "No API, MCP server or A2A endpoint for an outside agent." } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/asaply-vs-orchid-ai.json", "title": "asaply vs Orchid", "url": "https://www.anchorterminal.com/compare/asaply-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/asmi-vs-orchid-ai.json", "title": "Asmi vs Orchid", "url": "https://www.anchorterminal.com/compare/asmi-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-orchid-ai.json", "title": "AstrBot vs Orchid", "url": "https://www.anchorterminal.com/compare/astrbot-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/boba-vs-orchid-ai.json", "title": "Boba vs Orchid", "url": "https://www.anchorterminal.com/compare/boba-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-orchid-ai.json", "title": "Boski vs Orchid", "url": "https://www.anchorterminal.com/compare/boski-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/brea-vs-orchid-ai.json", "title": "Brea vs Orchid", "url": "https://www.anchorterminal.com/compare/brea-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-orchid-ai.json", "title": "Caddy vs Orchid", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-orchid-ai.json", "title": "CowAgent vs Orchid", "url": "https://www.anchorterminal.com/compare/cowagent-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/del-vs-orchid-ai.json", "title": "Del vs Orchid", "url": "https://www.anchorterminal.com/compare/del-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orchid-ai.json", "title": "folk vs Orchid", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-orchid-ai.json", "title": "GAIA vs Orchid", "url": "https://www.anchorterminal.com/compare/gaia-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-orchid-ai.json", "title": "Grok Bot vs Orchid", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-orchid-ai.json", "title": "Haven vs Orchid", "url": "https://www.anchorterminal.com/compare/haven-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-orchid-ai.json", "title": "Hermes Agent vs Orchid", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-orchid-ai.json", "title": "HireAlpha vs Orchid", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-orchid-ai.json", "title": "Instinct vs Orchid", "url": "https://www.anchorterminal.com/compare/instinct-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-orchid-ai.json", "title": "IronClaw vs Orchid", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-orchid-ai.json", "title": "Lindy vs Orchid", "url": "https://www.anchorterminal.com/compare/lindy-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-orchid-ai.json", "title": "nanobot vs Orchid", "url": "https://www.anchorterminal.com/compare/nanobot-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-orchid-ai.json", "title": "NanoClaw vs Orchid", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-orchid-ai.json", "title": "Dots vs Orchid", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-orchid-ai.json", "title": "OpenClaw vs Orchid", "url": "https://www.anchorterminal.com/compare/openclaw-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-orchid-ai.json", "title": "OpenDuet vs Orchid", "url": "https://www.anchorterminal.com/compare/openduet-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-orchid-ai.json", "title": "OpenInstinct vs Orchid", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-orchid-ai.json", "title": "Orbits vs Orchid", "url": "https://www.anchorterminal.com/compare/orbits-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-pally.json", "title": "Orchid vs Pally", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-picoclaw.json", "title": "Orchid vs PicoClaw", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-poke.json", "title": "Orchid vs Poke", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-qwenpaw.json", "title": "Orchid vs QwenPaw", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-qwenpaw" }, { "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/orchid-ai-vs-tab-bot.json", "title": "Orchid vs Tab", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai.json", "title": "Orchid vs Tasker AI", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-tomo.json", "title": "Orchid vs Tomo", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-town.json", "title": "Orchid vs Town", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-town" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-zapia.json", "title": "Orchid vs Zapia", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-zeroclaw.json", "title": "Orchid vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-zo-computer.json", "title": "Orchid vs Zo Computer", "url": "https://www.anchorterminal.com/compare/orchid-ai-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-orchid-ai.json", "title": "Atticus vs Orchid", "url": "https://www.anchorterminal.com/compare/atticus-vs-orchid-ai" }, { "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-orchid-ai.json", "title": "DeepTutor vs Orchid", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai" }, { "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-orchid-ai.json", "title": "Hark Pro vs Orchid", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-orchid-ai" }, { "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-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-szn.json", "title": "LearnHarness vs szn", "url": "https://www.anchorterminal.com/compare/learnharness-vs-szn" }, { "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/orchid-ai-vs-talorys.json", "title": "Orchid vs Talorys", "url": "https://www.anchorterminal.com/compare/orchid-ai-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-orchid-ai.json", "title": "Claude Duet vs Orchid", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-orchid-ai.json", "title": "Gemini Spark vs Orchid", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-orchid-ai.json", "title": "Leon vs Orchid", "url": "https://www.anchorterminal.com/compare/leon-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-orchid-ai.json", "title": "Lobby vs Orchid", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-orchid-ai.json", "title": "Natura tinyNature vs Orchid", "url": "https://www.anchorterminal.com/compare/natura-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/orchid-ai-vs-wajo.json", "title": "Orchid vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/orchid-ai-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": 6, "edge": "learnharness", "key": "reliability", "learnharness": 56, "name": "Reliability", "orchid-ai": 50, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 53, "edge": "learnharness", "key": "schema", "learnharness": 63, "name": "Schema \u0026 documentation", "orchid-ai": 10, "weight": 13 }, { "by": 60, "edge": "learnharness", "key": "ergonomics", "learnharness": 60, "name": "Agent ergonomics", "orchid-ai": 0, "weight": 13 }, { "by": 52, "edge": "learnharness", "key": "security", "learnharness": 52, "name": "Security \u0026 auth", "orchid-ai": 0, "weight": 14 }, { "by": 50, "edge": "learnharness", "key": "payments", "learnharness": 60, "name": "Payments \u0026 pricing", "orchid-ai": 10, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 47, "edge": "learnharness", "key": "maintenance", "learnharness": 71, "name": "Maintenance \u0026 community", "orchid-ai": 24, "weight": 7 }, { "by": 0, "edge": "", "key": "transparency", "learnharness": 60, "name": "Transparency \u0026 trust", "orchid-ai": 60, "weight": 7 } ], "summary": "LearnHarness scores 59.3 (C) on agent readiness against Orchid's 20.2 (F), and leads in 6 of 7 scored categories. 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.", "orchid-ai": "Orchid is a paid executive assistant over iMessage, SMS and Telegram that holds drafts and calendar holds until the owner approves, with a public status page and a named subprocessor list. No outside agent can call it, there's no free tier, and its privacy policy allows training a personal model while its blog says it never trains." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai", "json": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.min.md" }, "markdown": "LearnHarness scores 59.3 (C) on agent readiness against Orchid's 20.2 (F), and leads in 6 of 7 scored categories. 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- Orchid: grade F, 20.2/100, rank #1188 of 1239. Markdown https://www.anchorterminal.com/tools/orchid-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/orchid-ai.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 50\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 10\n- Maintenance \u0026 community, 71 against 24\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### Orchid (F)\n\nGood for: A founder or operator who wants Gmail and calendar triage by text with approval before anything leaves.\n\nWatch for: No API, MCP server or A2A endpoint for an outside agent.\n\n\n## Score by category\n\n| Category | Weight | LearnHarness | Orchid | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 56 | 50 | LearnHarness +6 |\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 | 10 | LearnHarness +50 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 71 | 24 | LearnHarness +47 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 60 | even |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **59.3 · C** | **20.2 · F** | |\n\n## Facts side by side\n\n| Fact | LearnHarness | Orchid |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | Amos Blomqvist | Zero Email, Inc. |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | None | OAuth or key |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | AGPL-3.0-only | Closed service under Orchid's Terms of Service (Zero Email, Inc., last updated 16 January 2026). |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-29 | none |\n| Terms last updated | no date given | 2026-01-16 |\n| Privacy policy last updated | no document linked | 2026-09-14 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | 4.2k stars | none |\n| Agent reviews | none | 2/5 (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**Orchid.** Orchid is a paid executive assistant over iMessage, SMS and Telegram that holds drafts and calendar holds until the owner approves, with a public status page and a named subprocessor list. No outside agent can call it, there's no free tier, and its privacy policy allows training a personal model while its blog says it never trains.\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### Orchid\n\n1. Don't plan to call Orchid from another agent. It answers only the owner's iMessage, SMS and Telegram threads.\n2. Check status.orchid.ai before telling the owner Orchid is down. The 7 August incident moved it to a new number.\n3. Tell the owner that drafts and holds wait for their approval unless they widen it.\n\n## Questions\n\n### Which is better for AI agents, LearnHarness or Orchid?\n\nLearnHarness scores 59.3 (C) on agent readiness against Orchid's 20.2 (F), and leads in 6 of 7 scored categories.\n\n### Are LearnHarness and Orchid open source?\n\nLearnHarness is open source (AGPL-3.0-only). No open-source release is listed for Orchid.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"learnharness\", \"b\": \"orchid-ai\"}`. From a terminal: `anchor compare learnharness orchid-ai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/learnharness.json and https://www.anchorterminal.com/api/v1/tools/orchid-ai.json\n\n## Other comparisons with LearnHarness or Orchid\n\n- [asaply vs Orchid](https://www.anchorterminal.com/compare/asaply-vs-orchid-ai.md)\n- [Asmi vs Orchid](https://www.anchorterminal.com/compare/asmi-vs-orchid-ai.md)\n- [AstrBot vs Orchid](https://www.anchorterminal.com/compare/astrbot-vs-orchid-ai.md)\n- [Boba vs Orchid](https://www.anchorterminal.com/compare/boba-vs-orchid-ai.md)\n- [Boski vs Orchid](https://www.anchorterminal.com/compare/boski-vs-orchid-ai.md)\n- [Brea vs Orchid](https://www.anchorterminal.com/compare/brea-vs-orchid-ai.md)\n- [Caddy vs Orchid](https://www.anchorterminal.com/compare/caddy-app-vs-orchid-ai.md)\n- [CowAgent vs Orchid](https://www.anchorterminal.com/compare/cowagent-vs-orchid-ai.md)\n- [Del vs Orchid](https://www.anchorterminal.com/compare/del-vs-orchid-ai.md)\n- [folk vs Orchid](https://www.anchorterminal.com/compare/folk-nozomio-vs-orchid-ai.md)\n- [GAIA vs Orchid](https://www.anchorterminal.com/compare/gaia-vs-orchid-ai.md)\n- [Grok Bot vs Orchid](https://www.anchorterminal.com/compare/grok-bot-vs-orchid-ai.md)\n- [Haven vs Orchid](https://www.anchorterminal.com/compare/haven-vs-orchid-ai.md)\n- [Hermes Agent vs Orchid](https://www.anchorterminal.com/compare/hermes-agent-vs-orchid-ai.md)\n- [HireAlpha vs Orchid](https://www.anchorterminal.com/compare/hirealpha-vs-orchid-ai.md)\n- [Instinct vs Orchid](https://www.anchorterminal.com/compare/instinct-vs-orchid-ai.md)\n- [IronClaw vs Orchid](https://www.anchorterminal.com/compare/ironclaw-vs-orchid-ai.md)\n- [Lindy vs Orchid](https://www.anchorterminal.com/compare/lindy-vs-orchid-ai.md)\n- [nanobot vs Orchid](https://www.anchorterminal.com/compare/nanobot-vs-orchid-ai.md)\n- [NanoClaw vs Orchid](https://www.anchorterminal.com/compare/nanoclaw-vs-orchid-ai.md)\n- [Dots vs Orchid](https://www.anchorterminal.com/compare/openai-dots-vs-orchid-ai.md)\n- [OpenClaw vs Orchid](https://www.anchorterminal.com/compare/openclaw-vs-orchid-ai.md)\n- [OpenDuet vs Orchid](https://www.anchorterminal.com/compare/openduet-vs-orchid-ai.md)\n- [OpenInstinct vs Orchid](https://www.anchorterminal.com/compare/openinstinct-vs-orchid-ai.md)\n- [Orbits vs Orchid](https://www.anchorterminal.com/compare/orbits-vs-orchid-ai.md)\n- [Orchid vs Pally](https://www.anchorterminal.com/compare/orchid-ai-vs-pally.md)\n- [Orchid vs PicoClaw](https://www.anchorterminal.com/compare/orchid-ai-vs-picoclaw.md)\n- [Orchid vs Poke](https://www.anchorterminal.com/compare/orchid-ai-vs-poke.md)\n- [Orchid vs QwenPaw](https://www.anchorterminal.com/compare/orchid-ai-vs-qwenpaw.md)\n- [Orchid vs szn](https://www.anchorterminal.com/compare/orchid-ai-vs-szn.md)\n- [Orchid vs Tab](https://www.anchorterminal.com/compare/orchid-ai-vs-tab-bot.md)\n- [Orchid vs Tasker AI](https://www.anchorterminal.com/compare/orchid-ai-vs-tasker-ai.md)\n- [Orchid vs Tomo](https://www.anchorterminal.com/compare/orchid-ai-vs-tomo.md)\n- [Orchid vs Town](https://www.anchorterminal.com/compare/orchid-ai-vs-town.md)\n- [Orchid vs Zapia](https://www.anchorterminal.com/compare/orchid-ai-vs-zapia.md)\n- [Orchid vs ZeroClaw](https://www.anchorterminal.com/compare/orchid-ai-vs-zeroclaw.md)\n- [Orchid vs Zo Computer](https://www.anchorterminal.com/compare/orchid-ai-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 Orchid](https://www.anchorterminal.com/compare/atticus-vs-orchid-ai.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 Orchid](https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.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 Orchid](https://www.anchorterminal.com/compare/hark-pro-vs-orchid-ai.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 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 szn](https://www.anchorterminal.com/compare/learnharness-vs-szn.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- [Orchid vs Talorys](https://www.anchorterminal.com/compare/orchid-ai-vs-talorys.md)\n- [Claude Duet vs Orchid](https://www.anchorterminal.com/compare/claude-duet-vs-orchid-ai.md)\n- [Gemini Spark vs Orchid](https://www.anchorterminal.com/compare/gemini-spark-vs-orchid-ai.md)\n- [Leon vs Orchid](https://www.anchorterminal.com/compare/leon-vs-orchid-ai.md)\n- [Lobby vs Orchid](https://www.anchorterminal.com/compare/lobby-os-vs-orchid-ai.md)\n- [Natura tinyNature vs Orchid](https://www.anchorterminal.com/compare/natura-vs-orchid-ai.md)\n- [Orchid vs Wajo (Fo)](https://www.anchorterminal.com/compare/orchid-ai-vs-wajo.md)\n- [AstrBot vs LearnHarness](https://www.anchorterminal.com/compare/astrbot-vs-learnharness.md)\n\n## Disclosure\n\n- Orchid 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 Orchid", "url": "" } ], "description": "LearnHarness scores 59.3 (C) to Orchid's 20.2 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "LearnHarness C 59.3", "Orchid F 20.2", "scores" ], "h1": "LearnHarness vs Orchid", "image": "https://www.anchorterminal.com/assets/og/compare-learnharness-vs-orchid-ai.png", "path": "/compare/learnharness-vs-orchid-ai", "published": "2026-10-01", "section": "tools", "title": "LearnHarness vs Orchid for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orchid-ai" }, "tokens": { "markdown": 3900, "slim": 630 }, "version": 1 }