{ "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 Tab's 10.6 (F), and leads in every scored category.", "b": { "slug": "tab-bot", "name": "Tab", "vendor": "Terrasoft, Inc.", "vendorUrl": "https://tab.bot", "kind": "platform", "category": "personal-assistants", "summary": "Tab is a hosted AI assistant in private beta that people text in Messages. It has its own computer and browser, makes phone calls, works with connected accounts, and places orders or pays invoices after the owner approves.", "url": "https://www.anchorterminal.com/tools/tab-bot", "markdownUrl": "https://www.anchorterminal.com/tools/tab-bot.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/tab-bot.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/tab-bot.json", "license": "Closed service under Tab's Terms of Use (Terrasoft, Inc., effective 2 September 2026).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "Join the waitlist with a name and mobile number. Account access starts with a code sent to the verified number, and web sessions use HttpOnly SameSite cookies with only a keyed hash stored (https://tab.bot and https://tab.bot/security). Connected accounts use the provider's own authorisation flow, and write actions are denied by default unless the exact action is enabled (https://tab.bot/security).", "pricing": "paid", "pricingNotes": "No price or plan was published on tab.bot, checked 14 October 2026. The terms cover purchases the owner approves but name no subscription fee. The value of this field is unconfirmed.", "priceSummary": "Paid", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on tab.bot, its terms or security page, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "capabilities": [ "assistant.messaging", "assistant.memory", "messaging.rcs", "messaging.inbound", "browser.hosted", "voice.calls", "commerce.checkout", "payments.card-token", "memory.user" ], "tags": [ "hosted", "official", "closed-source", "paid", "waitlist" ], "graded": true, "disclosure": "Tab 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": 10.6, "grade": "F", "agentReady": false, "rank": 1224, "ranked": true, "rankOf": 1239, "categoryRank": 46, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 58, "payments": 0, "reliability": 5, "schema": 0, "security": 4, "transparency": 44 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "low", "date": "2026-10-14" }, "negative": 0, "verdict": "Tab is a private-beta texting assistant with a detailed security page on credential isolation and checkout binding, and a public updates page. No outside agent can call it, no price is published, and its privacy policy says nothing on training with user content.", "bestFor": "A person who wants a texting assistant that browses, calls and buys with tight checkout controls.", "disclosure": "Tab 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": [ "Saved passwords are encrypted and filled inside a separate boundary, with only an opaque ID passed to the AI.", "Checkout is bound to the merchant, cart, recipient and exact total, and a charge is attempted once.", "Write actions on connected accounts are denied by default unless the exact action is enabled.", "Dated updates on eight days in September 2026." ], "weaknesses": [ "Private beta behind a waitlist.", "No API, MCP server or A2A endpoint for an outside agent.", "No price or plan published.", "The privacy policy says nothing on training with user content, and the home page loads ad pixels." ], "agentNotes": [ "Don't plan to call Tab from another agent. It answers only the owner's Messages or WhatsApp thread.", "Tell the owner that access needs a waitlist place and no price is published." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 1.8, "history": [ { "basis": "public evidence", "confidence": "low", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 10.6 } ], "editorialScores": { "ergonomics": 0, "maintenance": 58, "payments": 0, "reliability": 5, "schema": 0, "security": 4, "transparency": 30 }, "provenanceScore": 58, "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/tab-bot" }, "area": "frameworks", "provenance": { "legalEntity": "Terrasoft, Inc.", "domain": "tab.bot", "domainRegistered": "2026-08-21", "endpointOnVendorDomain": null, "terms": "https://tab.bot/terms", "privacy": "https://tab.bot/privacy", "statusPage": "", "changelog": "https://tab.bot/updates", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The terms and privacy policy name Terrasoft, Inc. and are effective 2 September 2026. The security page was last reviewed on 21 August 2026.", "tab.bot/.well-known/security.txt and llms.txt return 404. No status page was found.", "RDAP gives a registration date of 2026-08-21 for tab.bot." ], "score": 58 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/tab-bot.json", "live": { "slug": "tab-bot", "securityTxt": { "url": "https://tab.bot/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:39:27.820875719Z" }, "domain": { "domain": "tab.bot", "registered": "2026-08-21", "source": "https://rdap.nominet.uk/bot/domain/tab.bot", "checkedAt": "2026-10-25T13:53:04.84272319Z" }, "pages": [ { "url": "https://tab.bot/updates", "kind": "changelog", "status": 200, "checkedAt": "2026-10-30T05:50:07.865116783Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "faa44c12ba8d" }, { "url": "https://tab.bot/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:50:03.773513869Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "4b28f1cbe841" }, { "url": "https://tab.bot/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:50:05.930799405Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "aa8aa9325799" } ], "updatedAt": "2026-10-30T15:39:27.820875719Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "HKUDS", "b": "Terrasoft, 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": "Apache-2.0", "b": "Closed service under Tab's Terms of Use (Terrasoft, Inc., effective 2 September 2026).", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "no", "name": "llms.txt" }, { "a": "2026-10-28", "b": "none", "name": "Last release" }, { "a": "no document linked", "b": "2026-09-02", "name": "Terms last updated" }, { "a": "no document linked", "b": "2026-09-02", "name": "Privacy policy last updated" }, { "a": "", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "", "b": "not found in the text", "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 Tab's 10.6 (F), and leads in every scored category.", "question": "Which is better for AI agents, DeepTutor or Tab?" }, { "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for Tab.", "question": "Are DeepTutor and Tab open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 78 against 5", "Schema \u0026 documentation, 71 against 0", "Agent ergonomics, 63 against 0", "Security \u0026 auth, 51 against 4", "Payments \u0026 pricing, 60 against 0", "Maintenance \u0026 community, 84 against 58", "Transparency \u0026 trust, 52 against 44" ], "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 a texting assistant that browses, calls and buys with tight checkout controls.", "slug": "tab-bot", "watchFor": "Private beta behind a waitlist." } ], "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-tab-bot.json", "title": "asaply vs Tab", "url": "https://www.anchorterminal.com/compare/asaply-vs-tab-bot" }, { "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-tab-bot.json", "title": "Asmi vs Tab", "url": "https://www.anchorterminal.com/compare/asmi-vs-tab-bot" }, { "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-tab-bot.json", "title": "AstrBot vs Tab", "url": "https://www.anchorterminal.com/compare/astrbot-vs-tab-bot" }, { "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-tab-bot.json", "title": "Boba vs Tab", "url": "https://www.anchorterminal.com/compare/boba-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-tab-bot.json", "title": "Boski vs Tab", "url": "https://www.anchorterminal.com/compare/boski-vs-tab-bot" }, { "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-tab-bot.json", "title": "Brea vs Tab", "url": "https://www.anchorterminal.com/compare/brea-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-tab-bot.json", "title": "Caddy vs Tab", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-tab-bot.json", "title": "CowAgent vs Tab", "url": "https://www.anchorterminal.com/compare/cowagent-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/del-vs-tab-bot.json", "title": "Del vs Tab", "url": "https://www.anchorterminal.com/compare/del-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tab-bot.json", "title": "folk vs Tab", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-tab-bot.json", "title": "GAIA vs Tab", "url": "https://www.anchorterminal.com/compare/gaia-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-tab-bot.json", "title": "Grok Bot vs Tab", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-tab-bot.json", "title": "Haven vs Tab", "url": "https://www.anchorterminal.com/compare/haven-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-tab-bot.json", "title": "Hermes Agent vs Tab", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-tab-bot.json", "title": "HireAlpha vs Tab", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-tab-bot.json", "title": "Instinct vs Tab", "url": "https://www.anchorterminal.com/compare/instinct-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-tab-bot.json", "title": "IronClaw vs Tab", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-tab-bot.json", "title": "Lindy vs Tab", "url": "https://www.anchorterminal.com/compare/lindy-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-tab-bot.json", "title": "nanobot vs Tab", "url": "https://www.anchorterminal.com/compare/nanobot-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-tab-bot.json", "title": "NanoClaw vs Tab", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-tab-bot.json", "title": "Natura tinyNature vs Tab", "url": "https://www.anchorterminal.com/compare/natura-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-tab-bot.json", "title": "Dots vs Tab", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-tab-bot.json", "title": "OpenClaw vs Tab", "url": "https://www.anchorterminal.com/compare/openclaw-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-tab-bot.json", "title": "OpenDuet vs Tab", "url": "https://www.anchorterminal.com/compare/openduet-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-tab-bot.json", "title": "OpenInstinct vs Tab", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-tab-bot.json", "title": "Orbits vs Tab", "url": "https://www.anchorterminal.com/compare/orbits-vs-tab-bot" }, { "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/pally-vs-tab-bot.json", "title": "Pally vs Tab", "url": "https://www.anchorterminal.com/compare/pally-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-tab-bot.json", "title": "PicoClaw vs Tab", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-tab-bot.json", "title": "Poke vs Tab", "url": "https://www.anchorterminal.com/compare/poke-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-tab-bot.json", "title": "QwenPaw vs Tab", "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-tab-bot" }, { "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/tab-bot-vs-tasker-ai.json", "title": "Tab vs Tasker AI", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-tomo.json", "title": "Tab vs Tomo", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-town.json", "title": "Tab vs Town", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-town" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-zapia.json", "title": "Tab vs Zapia", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-zeroclaw.json", "title": "Tab vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-zo-computer.json", "title": "Tab vs Zo Computer", "url": "https://www.anchorterminal.com/compare/tab-bot-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-tab-bot.json", "title": "Atticus vs Tab", "url": "https://www.anchorterminal.com/compare/atticus-vs-tab-bot" }, { "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/claude-duet-vs-tab-bot.json", "title": "Claude Duet vs Tab", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-tab-bot" }, { "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-szn.json", "title": "DeepTutor vs szn", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-szn" }, { "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/gemini-spark-vs-tab-bot.json", "title": "Gemini Spark vs Tab", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/hark-pro-vs-tab-bot.json", "title": "Hark Pro vs Tab", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-tab-bot" }, { "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/leon-vs-tab-bot.json", "title": "Leon vs Tab", "url": "https://www.anchorterminal.com/compare/leon-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-tab-bot.json", "title": "Lobby vs Tab", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-tab-bot" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-talorys.json", "title": "Tab vs Talorys", "url": "https://www.anchorterminal.com/compare/tab-bot-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/tab-bot-vs-wajo.json", "title": "Tab vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/tab-bot-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", "tab-bot": 5, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 71, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "tab-bot": 0, "weight": 13 }, { "by": 63, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "tab-bot": 0, "weight": 13 }, { "by": 47, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "tab-bot": 4, "weight": 14 }, { "by": 60, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "tab-bot": 0, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 26, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "tab-bot": 58, "weight": 7 }, { "by": 8, "deeptutor": 52, "edge": "deeptutor", "key": "transparency", "name": "Transparency \u0026 trust", "tab-bot": 44, "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against Tab's 10.6 (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.", "tab-bot": "Tab is a private-beta texting assistant with a detailed security page on credential isolation and checkout binding, and a public updates page. No outside agent can call it, no price is published, and its privacy policy says nothing on training with user content." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Tab's 10.6 (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- Tab: grade F, 10.6/100, rank #1224 of 1239. Markdown https://www.anchorterminal.com/tools/tab-bot.md · JSON https://www.anchorterminal.com/api/v1/tools/tab-bot.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 0\n- Agent ergonomics, 63 against 0\n- Security \u0026 auth, 51 against 4\n- Payments \u0026 pricing, 60 against 0\n- Maintenance \u0026 community, 84 against 58\n- Transparency \u0026 trust, 52 against 44\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### Tab (F)\n\nGood for: A person who wants a texting assistant that browses, calls and buys with tight checkout controls.\n\nAlso in its favour:\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: Private beta behind a waitlist.\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | Tab | 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 | 0 | DeepTutor +71 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 0 | DeepTutor +63 |\n| Security \u0026 auth | 14% (17.5 this run) | 51 | 4 | DeepTutor +47 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 0 | DeepTutor +60 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 84 | 58 | DeepTutor +26 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 44 | DeepTutor +8 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **62.7 · B** | **10.6 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | Tab |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | Terrasoft, 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 | Apache-2.0 | Closed service under Tab's Terms of Use (Terrasoft, Inc., effective 2 September 2026). |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-10-28 | none |\n| Terms last updated | no document linked | 2026-09-02 |\n| Privacy policy last updated | no document linked | 2026-09-02 |\n| Customer content may train models | | not found in the text |\n| Terms restrict automated access | | not found in the text |\n| Terms restrict benchmarking | | not found in the text |\n| Terms or service can change without notice | | not found in the text |\n| Arbitration or class-action waiver | | not found in the text |\n| Popularity | 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**Tab.** Tab is a private-beta texting assistant with a detailed security page on credential isolation and checkout binding, and a public updates page. No outside agent can call it, no price is published, and its privacy policy says nothing on training with user content.\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### Tab\n\n1. Don't plan to call Tab from another agent. It answers only the owner's Messages or WhatsApp thread.\n2. Tell the owner that access needs a waitlist place and no price is published.\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or Tab?\n\nDeepTutor scores 62.7 (B) on agent readiness against Tab's 10.6 (F), and leads in every scored category.\n\n### Are DeepTutor and Tab open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for Tab.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"tab-bot\"}`. From a terminal: `anchor compare deeptutor tab-bot`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/tab-bot.json\n\n## Other comparisons with DeepTutor or Tab\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs Tab](https://www.anchorterminal.com/compare/asaply-vs-tab-bot.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs Tab](https://www.anchorterminal.com/compare/asmi-vs-tab-bot.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [AstrBot vs Tab](https://www.anchorterminal.com/compare/astrbot-vs-tab-bot.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Boba vs Tab](https://www.anchorterminal.com/compare/boba-vs-tab-bot.md)\n- [Boski vs Tab](https://www.anchorterminal.com/compare/boski-vs-tab-bot.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs Tab](https://www.anchorterminal.com/compare/brea-vs-tab-bot.md)\n- [Caddy vs Tab](https://www.anchorterminal.com/compare/caddy-app-vs-tab-bot.md)\n- [CowAgent vs Tab](https://www.anchorterminal.com/compare/cowagent-vs-tab-bot.md)\n- [Del vs Tab](https://www.anchorterminal.com/compare/del-vs-tab-bot.md)\n- [folk vs Tab](https://www.anchorterminal.com/compare/folk-nozomio-vs-tab-bot.md)\n- [GAIA vs Tab](https://www.anchorterminal.com/compare/gaia-vs-tab-bot.md)\n- [Grok Bot vs Tab](https://www.anchorterminal.com/compare/grok-bot-vs-tab-bot.md)\n- [Haven vs Tab](https://www.anchorterminal.com/compare/haven-vs-tab-bot.md)\n- [Hermes Agent vs Tab](https://www.anchorterminal.com/compare/hermes-agent-vs-tab-bot.md)\n- [HireAlpha vs Tab](https://www.anchorterminal.com/compare/hirealpha-vs-tab-bot.md)\n- [Instinct vs Tab](https://www.anchorterminal.com/compare/instinct-vs-tab-bot.md)\n- [IronClaw vs Tab](https://www.anchorterminal.com/compare/ironclaw-vs-tab-bot.md)\n- [Lindy vs Tab](https://www.anchorterminal.com/compare/lindy-vs-tab-bot.md)\n- [nanobot vs Tab](https://www.anchorterminal.com/compare/nanobot-vs-tab-bot.md)\n- [NanoClaw vs Tab](https://www.anchorterminal.com/compare/nanoclaw-vs-tab-bot.md)\n- [Natura tinyNature vs Tab](https://www.anchorterminal.com/compare/natura-vs-tab-bot.md)\n- [Dots vs Tab](https://www.anchorterminal.com/compare/openai-dots-vs-tab-bot.md)\n- [OpenClaw vs Tab](https://www.anchorterminal.com/compare/openclaw-vs-tab-bot.md)\n- [OpenDuet vs Tab](https://www.anchorterminal.com/compare/openduet-vs-tab-bot.md)\n- [OpenInstinct vs Tab](https://www.anchorterminal.com/compare/openinstinct-vs-tab-bot.md)\n- [Orbits vs Tab](https://www.anchorterminal.com/compare/orbits-vs-tab-bot.md)\n- [Orchid vs Tab](https://www.anchorterminal.com/compare/orchid-ai-vs-tab-bot.md)\n- [Pally vs Tab](https://www.anchorterminal.com/compare/pally-vs-tab-bot.md)\n- [PicoClaw vs Tab](https://www.anchorterminal.com/compare/picoclaw-vs-tab-bot.md)\n- [Poke vs Tab](https://www.anchorterminal.com/compare/poke-vs-tab-bot.md)\n- [QwenPaw vs Tab](https://www.anchorterminal.com/compare/qwenpaw-vs-tab-bot.md)\n- [szn vs Tab](https://www.anchorterminal.com/compare/szn-vs-tab-bot.md)\n- [Tab vs Tasker AI](https://www.anchorterminal.com/compare/tab-bot-vs-tasker-ai.md)\n- [Tab vs Tomo](https://www.anchorterminal.com/compare/tab-bot-vs-tomo.md)\n- [Tab vs Town](https://www.anchorterminal.com/compare/tab-bot-vs-town.md)\n- [Tab vs Zapia](https://www.anchorterminal.com/compare/tab-bot-vs-zapia.md)\n- [Tab vs ZeroClaw](https://www.anchorterminal.com/compare/tab-bot-vs-zeroclaw.md)\n- [Tab vs Zo Computer](https://www.anchorterminal.com/compare/tab-bot-vs-zo-computer.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs Tab](https://www.anchorterminal.com/compare/atticus-vs-tab-bot.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- [Claude Duet vs Tab](https://www.anchorterminal.com/compare/claude-duet-vs-tab-bot.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 szn](https://www.anchorterminal.com/compare/deeptutor-vs-szn.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- [Gemini Spark vs Tab](https://www.anchorterminal.com/compare/gemini-spark-vs-tab-bot.md)\n- [Hark Pro vs Tab](https://www.anchorterminal.com/compare/hark-pro-vs-tab-bot.md)\n- [LearnHarness vs Tab](https://www.anchorterminal.com/compare/learnharness-vs-tab-bot.md)\n- [Leon vs Tab](https://www.anchorterminal.com/compare/leon-vs-tab-bot.md)\n- [Lobby vs Tab](https://www.anchorterminal.com/compare/lobby-os-vs-tab-bot.md)\n- [Tab vs Talorys](https://www.anchorterminal.com/compare/tab-bot-vs-talorys.md)\n- [Tab vs Wajo (Fo)](https://www.anchorterminal.com/compare/tab-bot-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- Tab 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 Tab", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to Tab's 10.6 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "DeepTutor B 62.7", "Tab F 10.6", "scores" ], "h1": "DeepTutor vs Tab", "image": "https://www.anchorterminal.com/assets/og/compare-deeptutor-vs-tab-bot.png", "path": "/compare/deeptutor-vs-tab-bot", "published": "2026-10-01", "section": "tools", "title": "DeepTutor vs Tab for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot" }, "tokens": { "markdown": 3800, "slim": 680 }, "version": 1 }