{ "data": { "a": { "slug": "deeptutor", "name": "DeepTutor", "vendor": "HKUDS", "vendorUrl": "https://deeptutor.info", "kind": "harness", "category": "personal-assistants", "summary": "DeepTutor is an open-source, self-hosted learning workspace from HKUDS for tutoring, quizzes, research reports and knowledge bases, with persistent memory and optional multiple users. It runs as a web app, and a `deeptutor` CLI emits NDJSON for other agents.", "url": "https://www.anchorterminal.com/tools/deeptutor", "markdownUrl": "https://www.anchorterminal.com/tools/deeptutor.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/deeptutor.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/deeptutor.json", "repo": "https://github.com/HKUDS/DeepTutor", "license": "Apache-2.0", "transports": [], "packages": [ { "registry": "pypi", "name": "deeptutor" }, { "registry": "pypi", "name": "deeptutor-cli" } ], "auth": "none", "authNotes": "No account with the project. The owner adds model provider keys in Settings or through `deeptutor config apply` with `api_key_env` naming an environment variable, or signs in to OpenAI Codex (OAuth), GitHub Copilot (device login) or CodeBuddy. Web sign-in is off by default; with `auth.json` enabled the first registered user becomes admin and grants models, knowledge bases, skills, tools and MCP access to other users (https://github.com/HKUDS/DeepTutor/blob/main/README.md).", "pricing": "free", "pricingNotes": "Free under the Apache 2.0 licence, and the README says the project has no paid online products. The owner pays the chosen model, embedding and search providers, or nothing with a local model through Ollama, LM Studio, llama.cpp, vLLM or Lemonade. The README carries a PageIndex discount code and an API Route provider preset, both third parties (checked 2026-10-30).", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the README, SKILL.md or the developer handbook (checked 2026-10-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 51497, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-30" }, "docsUrl": "https://deeptutor.info/", "capabilities": [ "assistant.memory", "assistant.self-hosted", "assistant.messaging", "agent.mcp-client", "knowledge.search", "search.research", "memory.user", "document.write" ], "tags": [ "open-source", "self-hosted", "local", "free", "python", "apache-2.0", "cli", "harness", "docker", "mcp-client", "rag", "no-card" ], "lastRelease": "2026-10-28", "graded": true, "anchor": { "graded": true, "score": 62.7, "grade": "B", "agentReady": false, "rank": 494, "ranked": true, "rankOf": 1239, "categoryRank": 7, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 84, "payments": 60, "reliability": 78, "schema": 71, "security": 51, "transparency": 52 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-30" }, "negative": -3, "negativeNotes": [ "2026-09-30. CVE-2026-51870 (critical on NVD). Command execution through the TutorBot shell tool's `ExecTool.execute` in v1.4.0, reported in issue #506. v1.4.1 of 27 May 2026 lists it closed with a shell RCE (#518), a filesystem path traversal (#517) and three authorisation bypasses (#514 to #516), and makes shell exec opt-in. Fixed within five days and documented in release notes, -2. https://nvd.nist.gov/vuln/detail/CVE-2026-51870", "2026-06-30. GHSA-jg88-rvpc-qvxj (CVE-2026-58168, high). Before 1.4.10, a user grant without `mcp_tools` let non-admin users in multi-user mode invoke every configured MCP tool. Single-user installs were unaffected. Fixed in 1.4.10 of 21 June 2026 with deny-by-default MCP access, -1. https://api.osv.dev/v1/vulns/GHSA-jg88-rvpc-qvxj" ], "verdict": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.", "bestFor": "A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.", "strengths": [ "Apache 2.0, self-hosted, and the README says the project sells nothing", "`deeptutor run ... --format json` streams NDJSON tagged with `session_id`, and `--session` chains turns headlessly", "SKILL.md and AGENT_SETUP.md give an agent a non-interactive setup path with `config apply --check` and `doctor --format json`", "Releases every few days with dated notes and upgrade steps, 27 in the 90 days to 30 October 2026", "Inspectable file-backed memory with an append-only L1 trace, and grants, audit records and per-user isolation in multi-user mode" ], "weaknesses": [ "The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials", "No SECURITY.md, no private reporting route and no repository-published advisories, while two CVEs were assigned in 2026", "The `exec` sandbox falls back to a best-effort restricted subprocess by default when no runner or bubblewrap is present", "Nightly test runs on main failed every night from 20 to 28 October 2026 before passing again on 29 and 30 October", "Provider keys are stored in plain JSON under `data/user/settings/`" ], "agentNotes": [ "Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session", "Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected", "Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted", "Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)", "Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 62.7 } ], "editorialScores": { "ergonomics": 63, "maintenance": 84, "payments": 60, "reliability": 78, "schema": 71, "security": 51, "transparency": 65 }, "provenanceScore": 39, "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 } }, "connect": { "install": "pip install -U \"deeptutor[full]\" # then: deeptutor init \u0026\u0026 deeptutor start # or: docker run --rm -p 127.0.0.1:3782:3782 -v deeptutor-data:/app/data ghcr.io/hkuds/deeptutor:latest", "headless": { "command": "deeptutor run chat \"$TASK\" --format json" } }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/deeptutor" }, "area": "frameworks", "provenance": { "legalEntity": "", "domain": "deeptutor.info", "domainRegistered": "2026-05-20", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/HKUDS/DeepTutor/releases", "securityTxt": "unknown", "checked": "2026-10-30", "notes": [ "No legal entity is named. The repository belongs to the GitHub organisation HKUDS, the Data Intelligence Lab at the University of Hong Kong, and the README says the project is led by Bingxi Zhao within the HKUDS group.", "deeptutor.info's robots.txt disallows ClaudeBot, Claude-Web and anthropic-ai, so its pages were not read. Its terms, privacy page and security.txt are unknown.", "No SECURITY.md was found in the repository tree on 30 October 2026.", "RDAP gives a registration date of 20 May 2026 for deeptutor.info. The README dates the docs site's launch to 22 May 2026.", "There is no hosted endpoint. The API answers on the owner's own host." ], "score": 39 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/deeptutor.json" }, "answer": "DeepTutor scores 62.7 (B) 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": "HKUDS", "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": "Apache-2.0", "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": "2026-10-28", "b": "none", "name": "Last release" }, { "a": "no document linked", "b": "no document linked", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-03-01", "name": "Privacy policy last updated" }, { "a": "", "b": "", "name": "Customer content may train models" }, { "a": "", "b": "", "name": "Terms restrict automated access" }, { "a": "", "b": "", "name": "Terms restrict benchmarking" }, { "a": "", "b": "", "name": "Terms or service can change without notice" }, { "a": "", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "51k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "1.8/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against szn's 7.8 (F), and leads in every scored category.", "question": "Which is better for AI agents, DeepTutor or szn?" }, { "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for szn.", "question": "Are DeepTutor and szn open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 78 against 5", "Schema \u0026 documentation, 71 against 10", "Agent ergonomics, 63 against 0", "Security \u0026 auth, 51 against 0", "Payments \u0026 pricing, 60 against 20", "Maintenance \u0026 community, 84 against 2", "Transparency \u0026 trust, 52 against 29" ], "also": [ "No key needed to call it", "Free to start without a card", "Open source" ], "goodFor": "A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.", "slug": "deeptutor", "watchFor": "The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials" }, { "aheadOn": null, "also": [ "No incidents deducted, where DeepTutor loses 3 points for them" ], "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-deeptutor.json", "title": "asaply vs DeepTutor", "url": "https://www.anchorterminal.com/compare/asaply-vs-deeptutor" }, { "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-deeptutor.json", "title": "Asmi vs DeepTutor", "url": "https://www.anchorterminal.com/compare/asmi-vs-deeptutor" }, { "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-deeptutor.json", "title": "AstrBot vs DeepTutor", "url": "https://www.anchorterminal.com/compare/astrbot-vs-deeptutor" }, { "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-deeptutor.json", "title": "Boba vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boba-vs-deeptutor" }, { "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-deeptutor.json", "title": "Brea vs DeepTutor", "url": "https://www.anchorterminal.com/compare/brea-vs-deeptutor" }, { "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/atticus-vs-deeptutor.json", "title": "Atticus vs DeepTutor", "url": "https://www.anchorterminal.com/compare/atticus-vs-deeptutor" }, { "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/boski-vs-deeptutor.json", "title": "Boski vs DeepTutor", "url": "https://www.anchorterminal.com/compare/boski-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.json", "title": "Caddy vs DeepTutor", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.json", "title": "Claude Duet vs DeepTutor", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.json", "title": "CowAgent vs DeepTutor", "url": "https://www.anchorterminal.com/compare/cowagent-vs-deeptutor" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-del.json", "title": "DeepTutor vs Del", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-del" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.json", "title": "DeepTutor vs folk", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia.json", "title": "DeepTutor vs GAIA", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gaia" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.json", "title": "DeepTutor vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.json", "title": "DeepTutor vs Grok Bot", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.json", "title": "DeepTutor vs Hark Pro", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-haven.json", "title": "DeepTutor vs Haven", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.json", "title": "DeepTutor vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.json", "title": "DeepTutor vs HireAlpha", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct.json", "title": "DeepTutor vs Instinct", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.json", "title": "DeepTutor vs IronClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw" }, { "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-leon.json", "title": "DeepTutor vs Leon", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy.json", "title": "DeepTutor vs Lindy", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.json", "title": "DeepTutor vs Lobby", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.json", "title": "DeepTutor vs nanobot", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.json", "title": "DeepTutor vs NanoClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-natura.json", "title": "DeepTutor vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.json", "title": "DeepTutor vs Dots", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.json", "title": "DeepTutor vs OpenClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet.json", "title": "DeepTutor vs OpenDuet", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.json", "title": "DeepTutor vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits.json", "title": "DeepTutor vs Orbits", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits" }, { "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/deeptutor-vs-pally.json", "title": "DeepTutor vs Pally", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.json", "title": "DeepTutor vs PicoClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-poke.json", "title": "DeepTutor vs Poke", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.json", "title": "DeepTutor vs QwenPaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.json", "title": "DeepTutor vs Tab", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys.json", "title": "DeepTutor vs Talorys", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.json", "title": "DeepTutor vs Tasker AI", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo.json", "title": "DeepTutor vs Tomo", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-town.json", "title": "DeepTutor vs Town", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-town" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo.json", "title": "DeepTutor vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia.json", "title": "DeepTutor vs Zapia", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.json", "title": "DeepTutor vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.json", "title": "DeepTutor vs Zo Computer", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer" }, { "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/learnharness-vs-szn.json", "title": "LearnHarness vs szn", "url": "https://www.anchorterminal.com/compare/learnharness-vs-szn" }, { "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/ai-job-search-vs-deeptutor.json", "title": "AI Job Search vs DeepTutor", "url": "https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor" } ], "scores": [ { "by": 73, "deeptutor": 78, "edge": "deeptutor", "key": "reliability", "name": "Reliability", "szn": 5, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 61, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "szn": 10, "weight": 13 }, { "by": 63, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "szn": 0, "weight": 13 }, { "by": 51, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "szn": 0, "weight": 14 }, { "by": 40, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "szn": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 82, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "szn": 2, "weight": 7 }, { "by": 23, "deeptutor": 52, "edge": "deeptutor", "key": "transparency", "name": "Transparency \u0026 trust", "szn": 29, "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against szn's 7.8 (F), and leads in every scored category. Both do assistants that remember you.", "tutorials": [], "verdicts": { "deeptutor": "DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.", "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/deeptutor-vs-szn", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-szn.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-szn.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-szn.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against szn's 7.8 (F), and leads in every scored category. Both do assistants that remember you.\n\n- DeepTutor: grade B, 62.7/100, rank #494 of 1239. Markdown https://www.anchorterminal.com/tools/deeptutor.md · JSON https://www.anchorterminal.com/api/v1/tools/deeptutor.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### DeepTutor (B)\n\nGood for: A learner, a teacher or a small group that wants a self-hosted tutor over their own documents, with quizzes, research reports, memory and IM companions, or for an agent that hands study tasks to it through the JSON CLI.\n\nAhead on:\n- Reliability, 78 against 5\n- Schema \u0026 documentation, 71 against 10\n- Agent ergonomics, 63 against 0\n- Security \u0026 auth, 51 against 0\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 84 against 2\n- Transparency \u0026 trust, 52 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 default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials\n\n### szn (F)\n\nGood for: A person who wants calls, emails and bookings done for them and has an access code.\n\nAlso in its favour:\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: Early access by access code only.\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | szn | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 78 | 5 | DeepTutor +73 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 10 | DeepTutor +61 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 0 | DeepTutor +63 |\n| Security \u0026 auth | 14% (17.5 this run) | 51 | 0 | DeepTutor +51 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | DeepTutor +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 84 | 2 | DeepTutor +82 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 29 | DeepTutor +23 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **62.7 · B** | **7.8 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | szn |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | 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 | Apache-2.0 | 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 | 2026-10-28 | none |\n| Terms last updated | no document linked | no document linked |\n| Privacy policy last updated | no document linked | 2026-03-01 |\n| Customer content may train models | | |\n| Terms restrict automated access | | |\n| Terms restrict benchmarking | | |\n| Terms or service can change without notice | | |\n| Arbitration or class-action waiver | | |\n| Popularity | 51k stars | none |\n| Agent reviews | none | 1.8/5 (4) |\n\n## Verdicts\n\n**DeepTutor.** DeepTutor runs on the owner's machine under Apache 2.0, ships releases every few days with upgrade notes, and gives other agents a JSON CLI with resumable sessions. Its default launch binds all interfaces with sign-in off and permissive CORS, there is no security policy, and two CVEs in 2026 covered a shell-tool RCE and a multi-user MCP bypass, both fixed.\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### DeepTutor\n\n1. Run `deeptutor run \u003ccapability\u003e \"...\" --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session\n2. Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected\n3. Before exposing it beyond one machine, enable sign-in in `auth.json`, set exact `cors_origins` and set `BACKEND_HOST=127.0.0.1` where loopback is wanted\n4. Run 1.4.10 or later. Earlier versions carry CVE-2026-51870 (shell tool RCE, fixed in 1.4.1) and CVE-2026-58168 (multi-user MCP bypass)\n5. Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap\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, DeepTutor or szn?\n\nDeepTutor scores 62.7 (B) on agent readiness against szn's 7.8 (F), and leads in every scored category.\n\n### Are DeepTutor and szn open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for szn.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-szn.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-szn.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"szn\"}`. From a terminal: `anchor compare deeptutor szn`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/szn.json\n\n## Other comparisons with DeepTutor or szn\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs szn](https://www.anchorterminal.com/compare/asaply-vs-szn.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs szn](https://www.anchorterminal.com/compare/asmi-vs-szn.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [AstrBot vs szn](https://www.anchorterminal.com/compare/astrbot-vs-szn.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.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 DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.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- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs szn](https://www.anchorterminal.com/compare/atticus-vs-szn.md)\n- [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md)\n- [Caddy vs DeepTutor](https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.md)\n- [Claude Duet vs DeepTutor](https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.md)\n- [CowAgent vs DeepTutor](https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.md)\n- [DeepTutor vs Del](https://www.anchorterminal.com/compare/deeptutor-vs-del.md)\n- [DeepTutor vs folk](https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.md)\n- [DeepTutor vs GAIA](https://www.anchorterminal.com/compare/deeptutor-vs-gaia.md)\n- [DeepTutor vs Gemini Spark](https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.md)\n- [DeepTutor vs Grok Bot](https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.md)\n- [DeepTutor vs Hark Pro](https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.md)\n- [DeepTutor vs Haven](https://www.anchorterminal.com/compare/deeptutor-vs-haven.md)\n- [DeepTutor vs Hermes Agent](https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.md)\n- [DeepTutor vs HireAlpha](https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.md)\n- [DeepTutor vs Instinct](https://www.anchorterminal.com/compare/deeptutor-vs-instinct.md)\n- [DeepTutor vs IronClaw](https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.md)\n- [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md)\n- [DeepTutor vs Leon](https://www.anchorterminal.com/compare/deeptutor-vs-leon.md)\n- [DeepTutor vs Lindy](https://www.anchorterminal.com/compare/deeptutor-vs-lindy.md)\n- [DeepTutor vs Lobby](https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.md)\n- [DeepTutor vs nanobot](https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.md)\n- [DeepTutor vs NanoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.md)\n- [DeepTutor vs Natura tinyNature](https://www.anchorterminal.com/compare/deeptutor-vs-natura.md)\n- [DeepTutor vs Dots](https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.md)\n- [DeepTutor vs OpenClaw](https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md)\n- [DeepTutor vs OpenDuet](https://www.anchorterminal.com/compare/deeptutor-vs-openduet.md)\n- [DeepTutor vs OpenInstinct](https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.md)\n- [DeepTutor vs Orbits](https://www.anchorterminal.com/compare/deeptutor-vs-orbits.md)\n- [DeepTutor vs Orchid](https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.md)\n- [DeepTutor vs Pally](https://www.anchorterminal.com/compare/deeptutor-vs-pally.md)\n- [DeepTutor vs PicoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.md)\n- [DeepTutor vs Poke](https://www.anchorterminal.com/compare/deeptutor-vs-poke.md)\n- [DeepTutor vs QwenPaw](https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.md)\n- [DeepTutor vs Tab](https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.md)\n- [DeepTutor vs Talorys](https://www.anchorterminal.com/compare/deeptutor-vs-talorys.md)\n- [DeepTutor vs Tasker AI](https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md)\n- [DeepTutor vs Tomo](https://www.anchorterminal.com/compare/deeptutor-vs-tomo.md)\n- [DeepTutor vs Town](https://www.anchorterminal.com/compare/deeptutor-vs-town.md)\n- [DeepTutor vs Wajo (Fo)](https://www.anchorterminal.com/compare/deeptutor-vs-wajo.md)\n- [DeepTutor vs Zapia](https://www.anchorterminal.com/compare/deeptutor-vs-zapia.md)\n- [DeepTutor vs ZeroClaw](https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.md)\n- [DeepTutor vs Zo Computer](https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.md)\n- [Hark Pro vs szn](https://www.anchorterminal.com/compare/hark-pro-vs-szn.md)\n- [LearnHarness vs szn](https://www.anchorterminal.com/compare/learnharness-vs-szn.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- [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.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": "DeepTutor vs szn", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to szn's 7.8 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "DeepTutor B 62.7", "szn F 7.8", "scores" ], "h1": "DeepTutor vs szn", "image": "https://www.anchorterminal.com/assets/og/compare-deeptutor-vs-szn.png", "path": "/compare/deeptutor-vs-szn", "published": "2026-10-01", "section": "tools", "title": "DeepTutor vs szn for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-szn" }, "tokens": { "markdown": 3750, "slim": 630 }, "version": 1 }