{ "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 Orbits's 15.7 (F), and leads in every scored category.", "b": { "slug": "orbits", "name": "Orbits", "vendor": "Nemus AI, Inc.", "vendorUrl": "https://tryorbits.com", "kind": "platform", "category": "personal-assistants", "summary": "Orbits is a household assistant app for iOS and Android with an AI called Bit. It manages family calendars, lists, meals, chores and home upkeep, reads household email, and can place phone calls and build Instacart carts.", "url": "https://www.anchorterminal.com/tools/orbits", "markdownUrl": "https://www.anchorterminal.com/tools/orbits.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/orbits.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/orbits.json", "license": "Closed service under the Orbits Terms of Service (Nemus AI, Inc.).", "transports": [], "packages": [], "auth": "mixed", "authNotes": "An account in the Orbits app, with a Home that family members join by invite code. Apple iCloud, Google and Microsoft accounts can be connected, and texting Bit works only from registered phone numbers (https://tryorbits.com and https://tryorbits.com/privacy).", "pricing": "paid", "pricingNotes": "The app is \"Free to download\" (https://tryorbits.com/install), and the App Store says the assistant needs an Orbits subscription. The App Store lists Orbits Membership in-app purchases at $3.99, $9.99 and $89.99, with no period shown (https://apps.apple.com/us/app/orbits-your-home-handled/id6751995632, checked 14 October 2026). The terms say prices and any free trial are shown at purchase and vary by region and platform (https://tryorbits.com/tos).", "priceSummary": "Paid", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on tryorbits.com, llms.txt or the terms, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "llmsTxt": "https://tryorbits.com/llms.txt", "capabilities": [ "assistant.messaging", "assistant.accounts", "assistant.memory", "calendar.write", "mailbox.read", "messaging.rcs", "messaging.inbound", "voice.calls", "commerce.checkout", "tasks.create", "memory.user", "notify.push" ], "tags": [ "hosted", "official", "closed-source", "paid", "ios", "android", "llms-txt" ], "lastRelease": "2026-10-13", "graded": true, "disclosure": "Orbits 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": 15.7, "grade": "F", "agentReady": false, "rank": 1204, "ranked": true, "rankOf": 1239, "categoryRank": 41, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 54, "payments": 20, "reliability": 15, "schema": 10, "security": 0, "transparency": 44 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "Orbits is a family household app whose assistant, Bit, runs shared calendars, lists and meals, reads household email and places restaurant calls after approval, with iOS releases every week or two. No outside agent can call it, prices appear only as App Store in-app purchases, and no status page, security contact or named subprocessors were found.", "bestFor": "Families who want one shared assistant for calendars, lists, meals, chores and household email.", "disclosure": "Orbits 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": [ "Bit places a restaurant call only after the owner approves the restaurant, party size, date, time and name.", "Nine iOS releases between 23 July and 13 October 2026.", "Connected-account content doesn't train foundation models, per the privacy policy." ], "weaknesses": [ "No public agent API, as llms.txt states.", "No price on tryorbits.com. The assistant needs a subscription, priced only as App Store in-app purchases with no period shown.", "Terms and privacy policy carry no dates.", "No status page, security.txt or named subprocessors." ], "agentNotes": [ "Don't plan to call Orbits from another agent. llms.txt says no public agent API is offered.", "Tell the owner the assistant needs an Orbits subscription bought in the app, and that any trial appears only at purchase." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 1.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 15.7 } ], "editorialScores": { "ergonomics": 0, "maintenance": 54, "payments": 20, "reliability": 15, "schema": 10, "security": 0, "transparency": 35 }, "provenanceScore": 53, "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/orbits" }, "area": "frameworks", "provenance": { "legalEntity": "Nemus AI, Inc.", "domain": "tryorbits.com", "domainRegistered": "2025-08-30", "endpointOnVendorDomain": null, "terms": "https://tryorbits.com/tos", "privacy": "https://tryorbits.com/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "No date was found on the terms or the privacy policy.", "tryorbits.com/.well-known/security.txt returns 404. No status page or changelog was found.", "No X account is linked from the pages read.", "RDAP gives a registration date of 2025-08-30 for tryorbits.com." ], "score": 53 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/orbits.json", "live": { "slug": "orbits", "securityTxt": { "url": "https://tryorbits.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:37:40.57681606Z" }, "llmsTxt": { "url": "https://tryorbits.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:08:23.202600059Z" }, "domain": { "domain": "tryorbits.com", "registered": "2025-08-30", "source": "https://rdap.verisign.com/com/v1/domain/tryorbits.com", "checkedAt": "2026-10-25T14:05:59.383694356Z" }, "pages": [ { "url": "https://tryorbits.com/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:50:48.566820245Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "522c2f49ee7c" }, { "url": "https://tryorbits.com/tos", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T05:50:50.715893638Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "1e831f22a0ae" } ], "updatedAt": "2026-10-30T15:37:40.57681606Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "HKUDS", "b": "Nemus AI, 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 the Orbits Terms of Service (Nemus AI, Inc.).", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-28", "b": "2026-10-13", "name": "Last release" }, { "a": "no document linked", "b": "no date given", "name": "Terms last updated" }, { "a": "no document linked", "b": "no date given", "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": "1.5/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against Orbits's 15.7 (F), and leads in every scored category.", "question": "Which is better for AI agents, DeepTutor or Orbits?" }, { "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for Orbits.", "question": "Are DeepTutor and Orbits open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 78 against 15", "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 54", "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": "Families who want one shared assistant for calendars, lists, meals, chores and household email.", "slug": "orbits", "watchFor": "No public agent API, as llms.txt states." } ], "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-orbits.json", "title": "asaply vs Orbits", "url": "https://www.anchorterminal.com/compare/asaply-vs-orbits" }, { "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-orbits.json", "title": "Asmi vs Orbits", "url": "https://www.anchorterminal.com/compare/asmi-vs-orbits" }, { "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-orbits.json", "title": "AstrBot vs Orbits", "url": "https://www.anchorterminal.com/compare/astrbot-vs-orbits" }, { "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-orbits.json", "title": "Boba vs Orbits", "url": "https://www.anchorterminal.com/compare/boba-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-orbits.json", "title": "Boski vs Orbits", "url": "https://www.anchorterminal.com/compare/boski-vs-orbits" }, { "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-orbits.json", "title": "Brea vs Orbits", "url": "https://www.anchorterminal.com/compare/brea-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-orbits.json", "title": "Caddy vs Orbits", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-orbits.json", "title": "CowAgent vs Orbits", "url": "https://www.anchorterminal.com/compare/cowagent-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/del-vs-orbits.json", "title": "Del vs Orbits", "url": "https://www.anchorterminal.com/compare/del-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orbits.json", "title": "folk vs Orbits", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-orbits.json", "title": "GAIA vs Orbits", "url": "https://www.anchorterminal.com/compare/gaia-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-orbits.json", "title": "Grok Bot vs Orbits", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-orbits.json", "title": "Haven vs Orbits", "url": "https://www.anchorterminal.com/compare/haven-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-orbits.json", "title": "Hermes Agent vs Orbits", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-orbits.json", "title": "HireAlpha vs Orbits", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-orbits.json", "title": "Instinct vs Orbits", "url": "https://www.anchorterminal.com/compare/instinct-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-orbits.json", "title": "IronClaw vs Orbits", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-orbits.json", "title": "Lindy vs Orbits", "url": "https://www.anchorterminal.com/compare/lindy-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-orbits.json", "title": "nanobot vs Orbits", "url": "https://www.anchorterminal.com/compare/nanobot-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-orbits.json", "title": "NanoClaw vs Orbits", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-orbits.json", "title": "Dots vs Orbits", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-orbits.json", "title": "OpenClaw vs Orbits", "url": "https://www.anchorterminal.com/compare/openclaw-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/openduet-vs-orbits.json", "title": "OpenDuet vs Orbits", "url": "https://www.anchorterminal.com/compare/openduet-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/openinstinct-vs-orbits.json", "title": "OpenInstinct vs Orbits", "url": "https://www.anchorterminal.com/compare/openinstinct-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-orchid-ai.json", "title": "Orbits vs Orchid", "url": "https://www.anchorterminal.com/compare/orbits-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-pally.json", "title": "Orbits vs Pally", "url": "https://www.anchorterminal.com/compare/orbits-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-picoclaw.json", "title": "Orbits vs PicoClaw", "url": "https://www.anchorterminal.com/compare/orbits-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-poke.json", "title": "Orbits vs Poke", "url": "https://www.anchorterminal.com/compare/orbits-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-qwenpaw.json", "title": "Orbits vs QwenPaw", "url": "https://www.anchorterminal.com/compare/orbits-vs-qwenpaw" }, { "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/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/orbits-vs-tasker-ai.json", "title": "Orbits vs Tasker AI", "url": "https://www.anchorterminal.com/compare/orbits-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-tomo.json", "title": "Orbits vs Tomo", "url": "https://www.anchorterminal.com/compare/orbits-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-town.json", "title": "Orbits vs Town", "url": "https://www.anchorterminal.com/compare/orbits-vs-town" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-zapia.json", "title": "Orbits vs Zapia", "url": "https://www.anchorterminal.com/compare/orbits-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-zeroclaw.json", "title": "Orbits vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/orbits-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-zo-computer.json", "title": "Orbits vs Zo Computer", "url": "https://www.anchorterminal.com/compare/orbits-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-orbits.json", "title": "Atticus vs Orbits", "url": "https://www.anchorterminal.com/compare/atticus-vs-orbits" }, { "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-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-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-orbits.json", "title": "Hark Pro vs Orbits", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/learnharness-vs-orbits.json", "title": "LearnHarness vs Orbits", "url": "https://www.anchorterminal.com/compare/learnharness-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-talorys.json", "title": "Orbits vs Talorys", "url": "https://www.anchorterminal.com/compare/orbits-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-orbits.json", "title": "Claude Duet vs Orbits", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-orbits.json", "title": "Gemini Spark vs Orbits", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-orbits.json", "title": "Leon vs Orbits", "url": "https://www.anchorterminal.com/compare/leon-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/lobby-os-vs-orbits.json", "title": "Lobby vs Orbits", "url": "https://www.anchorterminal.com/compare/lobby-os-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-orbits.json", "title": "Natura tinyNature vs Orbits", "url": "https://www.anchorterminal.com/compare/natura-vs-orbits" }, { "json": "https://www.anchorterminal.com/compare/orbits-vs-wajo.json", "title": "Orbits vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/orbits-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": 63, "deeptutor": 78, "edge": "deeptutor", "key": "reliability", "name": "Reliability", "orbits": 15, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 61, "deeptutor": 71, "edge": "deeptutor", "key": "schema", "name": "Schema \u0026 documentation", "orbits": 10, "weight": 13 }, { "by": 63, "deeptutor": 63, "edge": "deeptutor", "key": "ergonomics", "name": "Agent ergonomics", "orbits": 0, "weight": 13 }, { "by": 51, "deeptutor": 51, "edge": "deeptutor", "key": "security", "name": "Security \u0026 auth", "orbits": 0, "weight": 14 }, { "by": 40, "deeptutor": 60, "edge": "deeptutor", "key": "payments", "name": "Payments \u0026 pricing", "orbits": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 30, "deeptutor": 84, "edge": "deeptutor", "key": "maintenance", "name": "Maintenance \u0026 community", "orbits": 54, "weight": 7 }, { "by": 8, "deeptutor": 52, "edge": "deeptutor", "key": "transparency", "name": "Transparency \u0026 trust", "orbits": 44, "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against Orbits's 15.7 (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.", "orbits": "Orbits is a family household app whose assistant, Bit, runs shared calendars, lists and meals, reads household email and places restaurant calls after approval, with iOS releases every week or two. No outside agent can call it, prices appear only as App Store in-app purchases, and no status page, security contact or named subprocessors were found." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against Orbits's 15.7 (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- Orbits: grade F, 15.7/100, rank #1204 of 1239. Markdown https://www.anchorterminal.com/tools/orbits.md · JSON https://www.anchorterminal.com/api/v1/tools/orbits.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 15\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 54\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### Orbits (F)\n\nGood for: Families who want one shared assistant for calendars, lists, meals, chores and household email.\n\nAlso in its favour:\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: No public agent API, as llms.txt states.\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | Orbits | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 78 | 15 | DeepTutor +63 |\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 | 54 | DeepTutor +30 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 44 | DeepTutor +8 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **62.7 · B** | **15.7 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | Orbits |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | Nemus AI, 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 the Orbits Terms of Service (Nemus AI, Inc.). |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-28 | 2026-10-13 |\n| Terms last updated | no document linked | no date given |\n| Privacy policy last updated | no document linked | no date given |\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 | 1.5/5 (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**Orbits.** Orbits is a family household app whose assistant, Bit, runs shared calendars, lists and meals, reads household email and places restaurant calls after approval, with iOS releases every week or two. No outside agent can call it, prices appear only as App Store in-app purchases, and no status page, security contact or named subprocessors were found.\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### Orbits\n\n1. Don't plan to call Orbits from another agent. llms.txt says no public agent API is offered.\n2. Tell the owner the assistant needs an Orbits subscription bought in the app, and that any trial appears only at purchase.\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or Orbits?\n\nDeepTutor scores 62.7 (B) on agent readiness against Orbits's 15.7 (F), and leads in every scored category.\n\n### Are DeepTutor and Orbits open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for Orbits.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-orbits.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-orbits.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"orbits\"}`. From a terminal: `anchor compare deeptutor orbits`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/orbits.json\n\n## Other comparisons with DeepTutor or Orbits\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs Orbits](https://www.anchorterminal.com/compare/asaply-vs-orbits.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs Orbits](https://www.anchorterminal.com/compare/asmi-vs-orbits.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [AstrBot vs Orbits](https://www.anchorterminal.com/compare/astrbot-vs-orbits.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Boba vs Orbits](https://www.anchorterminal.com/compare/boba-vs-orbits.md)\n- [Boski vs Orbits](https://www.anchorterminal.com/compare/boski-vs-orbits.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs Orbits](https://www.anchorterminal.com/compare/brea-vs-orbits.md)\n- [Caddy vs Orbits](https://www.anchorterminal.com/compare/caddy-app-vs-orbits.md)\n- [CowAgent vs Orbits](https://www.anchorterminal.com/compare/cowagent-vs-orbits.md)\n- [Del vs Orbits](https://www.anchorterminal.com/compare/del-vs-orbits.md)\n- [folk vs Orbits](https://www.anchorterminal.com/compare/folk-nozomio-vs-orbits.md)\n- [GAIA vs Orbits](https://www.anchorterminal.com/compare/gaia-vs-orbits.md)\n- [Grok Bot vs Orbits](https://www.anchorterminal.com/compare/grok-bot-vs-orbits.md)\n- [Haven vs Orbits](https://www.anchorterminal.com/compare/haven-vs-orbits.md)\n- [Hermes Agent vs Orbits](https://www.anchorterminal.com/compare/hermes-agent-vs-orbits.md)\n- [HireAlpha vs Orbits](https://www.anchorterminal.com/compare/hirealpha-vs-orbits.md)\n- [Instinct vs Orbits](https://www.anchorterminal.com/compare/instinct-vs-orbits.md)\n- [IronClaw vs Orbits](https://www.anchorterminal.com/compare/ironclaw-vs-orbits.md)\n- [Lindy vs Orbits](https://www.anchorterminal.com/compare/lindy-vs-orbits.md)\n- [nanobot vs Orbits](https://www.anchorterminal.com/compare/nanobot-vs-orbits.md)\n- [NanoClaw vs Orbits](https://www.anchorterminal.com/compare/nanoclaw-vs-orbits.md)\n- [Dots vs Orbits](https://www.anchorterminal.com/compare/openai-dots-vs-orbits.md)\n- [OpenClaw vs Orbits](https://www.anchorterminal.com/compare/openclaw-vs-orbits.md)\n- [OpenDuet vs Orbits](https://www.anchorterminal.com/compare/openduet-vs-orbits.md)\n- [OpenInstinct vs Orbits](https://www.anchorterminal.com/compare/openinstinct-vs-orbits.md)\n- [Orbits vs Orchid](https://www.anchorterminal.com/compare/orbits-vs-orchid-ai.md)\n- [Orbits vs Pally](https://www.anchorterminal.com/compare/orbits-vs-pally.md)\n- [Orbits vs PicoClaw](https://www.anchorterminal.com/compare/orbits-vs-picoclaw.md)\n- [Orbits vs Poke](https://www.anchorterminal.com/compare/orbits-vs-poke.md)\n- [Orbits vs QwenPaw](https://www.anchorterminal.com/compare/orbits-vs-qwenpaw.md)\n- [Orbits vs szn](https://www.anchorterminal.com/compare/orbits-vs-szn.md)\n- [Orbits vs Tab](https://www.anchorterminal.com/compare/orbits-vs-tab-bot.md)\n- [Orbits vs Tasker AI](https://www.anchorterminal.com/compare/orbits-vs-tasker-ai.md)\n- [Orbits vs Tomo](https://www.anchorterminal.com/compare/orbits-vs-tomo.md)\n- [Orbits vs Town](https://www.anchorterminal.com/compare/orbits-vs-town.md)\n- [Orbits vs Zapia](https://www.anchorterminal.com/compare/orbits-vs-zapia.md)\n- [Orbits vs ZeroClaw](https://www.anchorterminal.com/compare/orbits-vs-zeroclaw.md)\n- [Orbits vs Zo Computer](https://www.anchorterminal.com/compare/orbits-vs-zo-computer.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs Orbits](https://www.anchorterminal.com/compare/atticus-vs-orbits.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 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 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 Orbits](https://www.anchorterminal.com/compare/hark-pro-vs-orbits.md)\n- [LearnHarness vs Orbits](https://www.anchorterminal.com/compare/learnharness-vs-orbits.md)\n- [Orbits vs Talorys](https://www.anchorterminal.com/compare/orbits-vs-talorys.md)\n- [Claude Duet vs Orbits](https://www.anchorterminal.com/compare/claude-duet-vs-orbits.md)\n- [Gemini Spark vs Orbits](https://www.anchorterminal.com/compare/gemini-spark-vs-orbits.md)\n- [Leon vs Orbits](https://www.anchorterminal.com/compare/leon-vs-orbits.md)\n- [Lobby vs Orbits](https://www.anchorterminal.com/compare/lobby-os-vs-orbits.md)\n- [Natura tinyNature vs Orbits](https://www.anchorterminal.com/compare/natura-vs-orbits.md)\n- [Orbits vs Wajo (Fo)](https://www.anchorterminal.com/compare/orbits-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- Orbits 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 Orbits", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to Orbits's 15.7 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "DeepTutor B 62.7", "Orbits F 15.7", "scores" ], "h1": "DeepTutor vs Orbits", "image": "https://www.anchorterminal.com/assets/og/compare-deeptutor-vs-orbits.png", "path": "/compare/deeptutor-vs-orbits", "published": "2026-10-01", "section": "tools", "title": "DeepTutor vs Orbits for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-orbits" }, "tokens": { "markdown": 3850, "slim": 680 }, "version": 1 }