{ "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 HireAlpha's 8.7 (F), and leads in every scored category.", "b": { "slug": "hirealpha", "name": "HireAlpha", "vendor": "HireAlpha", "vendorUrl": "https://hirealpha.chat", "kind": "platform", "category": "personal-assistants", "summary": "HireAlpha sells three AI personas, Friend, Coworker and Cofounder, each a separate iMessage or SMS contact with its own number and memory. They read connected Google mail and calendar and track health, work and company tasks.", "url": "https://www.anchorterminal.com/tools/hirealpha", "markdownUrl": "https://www.anchorterminal.com/tools/hirealpha.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/hirealpha.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/hirealpha.json", "license": "Closed service. No terms of service were found (https://hirealpha.chat/terms returns 404) and no legal entity is named on the site.", "transports": [ "http" ], "remoteUrl": "https://hirealpha.chat/api/public", "packages": [], "auth": "none", "authNotes": "The public API (product info, personas, waitlist sign-up) needs no authentication and is limited to 60 requests a minute per IP. The per-user API behind the web app and iMessage bots needs the user's own session token and is not open to third parties (https://hirealpha.chat/developers). People connect their own Google account (https://hirealpha.chat).", "pricing": "paid", "pricingNotes": "\"Each persona is $19 a month\", or all three for $39 a month \"when Coworker and Cofounder ship\", with a 7-day free trial. An annual single hire is $190. The FAQ also says the Friend hire costs $5 a month for the first two months (https://hirealpha.chat/faq, checked 14 October 2026). No free tier.", "priceSummary": "$19 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 found on hirealpha.chat, llms.txt or the OpenAPI file, checked 14 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-14" }, "docsUrl": "https://hirealpha.chat/developers", "llmsTxt": "https://hirealpha.chat/llms.txt", "openapi": "https://hirealpha.chat/openapi.json", "capabilities": [ "assistant.messaging", "assistant.accounts", "assistant.memory", "messaging.rcs", "messaging.inbound", "mailbox.read", "calendar.read", "memory.user", "tasks.create" ], "tags": [ "hosted", "official", "closed-source", "paid", "waitlist", "llms-txt" ], "graded": true, "disclosure": "HireAlpha 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": 8.7, "grade": "F", "agentReady": false, "rank": 1229, "ranked": true, "rankOf": 1239, "categoryRank": 48, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 2, "payments": 20, "reliability": 10, "schema": 10, "security": 0, "transparency": 27 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-14" }, "negative": 0, "verdict": "HireAlpha sells AI personas over iMessage and SMS at $19 a month each, with a no-training privacy page and deletion within 30 days. Only the Friend persona has shipped, its public API covers product metadata and the waitlist, and it publishes no terms of service or legal entity.", "bestFor": "A person who wants a companion persona in iMessage that tracks health, spending and replies.", "disclosure": "HireAlpha competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.", "strengths": [ "Public prices, $19 a month a persona and $190 a year for one.", "The privacy page rules out training shared models and deletes data within 30 days of account deletion.", "Drafts never send until the owner approves, per the FAQ.", "Every page answers Accept text/markdown with Markdown." ], "weaknesses": [ "No terms of service (/terms returns 404) and no legal entity named.", "Coworker and Cofounder haven't shipped, and the home page starts from a waitlist.", "The public API covers product metadata and waitlist sign-up only. Nothing acts for a user.", "No changelog, status page or security contact found." ], "agentNotes": [ "Don't plan to call a HireAlpha persona from another agent. The per-user API needs the owner's session and isn't open to third parties.", "Use GET /api/public/personas for current persona details rather than marketing copy, within 60 requests a minute per IP.", "Treat the recommendation to agents in its llms.txt as the vendor's own claim, not an evaluation." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2.8, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 8.7 } ], "editorialScores": { "ergonomics": 0, "maintenance": 2, "payments": 20, "reliability": 10, "schema": 10, "security": 0, "transparency": 22 }, "provenanceScore": 32, "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 } }, "connect": { "http": "curl https://hirealpha.chat/api/public/info" }, "letme": { "capability": "https://letme.dev/assistant.messaging", "tool": "https://letme.dev/hirealpha" }, "area": "frameworks", "unitPrices": [ { "item": "HireAlpha persona", "unit": "month", "usd": 19, "note": "Per persona, 7-day trial. $190 a year for one." } ], "provenance": { "legalEntity": "", "domain": "hirealpha.chat", "domainRegistered": "2026-08-12", "endpointOnVendorDomain": true, "terms": "", "privacy": "https://hirealpha.chat/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-14", "notes": [ "The sitemap lists /terms but it returns 404. No legal entity is named on any page read.", "hirealpha.chat/.well-known/security.txt returns 404. No status page or changelog was found.", "RDAP gives a registration date of 2026-08-12 for hirealpha.chat." ], "score": 32 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/hirealpha.json", "live": { "slug": "hirealpha", "probe": { "target": "https://hirealpha.chat/api/public", "method": "get", "lastAt": "2026-10-31T00:27:20.22647741Z", "lastOk": true, "lastStatus": 401, "lastMs": 1011, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 99.88, "p50ms24h": 451, "p95ms24h": 775, "samples24h": 249, "samples30d": 4283, "days": [ { "date": "2026-10-13", "probes": 4, "ok": 4 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 252 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 252 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 251 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 251 }, { "date": "2026-10-29", "probes": 248, "ok": 248 }, { "date": "2026-10-30", "probes": 249, "ok": 249 }, { "date": "2026-10-31", "probes": 5, "ok": 5 } ], "outages": [ { "start": "2026-10-19T12:25:43.18999353Z", "end": "2026-10-19T12:42:36.546624695Z", "note": "dial tcp 212.56.40.125:443: i/o timeout" } ] }, "securityTxt": { "url": "https://hirealpha.chat/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-30T15:38:44.299581881Z" }, "llmsTxt": { "url": "https://hirealpha.chat/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-30T15:07:40.835610673Z" }, "domain": { "domain": "hirealpha.chat", "registered": "2026-08-12", "source": "https://rdap.identitydigital.services/rdap/domain/hirealpha.chat", "checkedAt": "2026-10-25T14:00:45.341765958Z" }, "pages": [ { "url": "https://hirealpha.chat/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T05:41:17.32233451Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "e0953d12e1fd" } ], "updatedAt": "2026-10-31T00:27:20.22647741Z" } }, "facts": [ { "a": "Agent harness", "b": "Platform", "name": "Kind" }, { "a": "HKUDS", "b": "HireAlpha", "name": "Vendor" }, { "a": "no (local only)", "b": "https://hirealpha.chat/api/public", "name": "Hosted endpoint" }, { "a": "", "b": "HTTP", "name": "Transports" }, { "a": "None", "b": "None", "name": "Auth" }, { "a": "Free", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0", "b": "Closed service. No terms of service were found (https://hirealpha.chat/terms returns 404) and no legal entity is named on the site.", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-28", "b": "none", "name": "Last release" }, { "a": "no document linked", "b": "no document linked", "name": "Terms last updated" }, { "a": "no document linked", "b": "couldn't be read", "name": "Privacy policy last updated" }, { "a": "", "b": "", "name": "Customer content may train models" }, { "a": "", "b": "", "name": "Terms restrict automated access" }, { "a": "", "b": "", "name": "Terms restrict benchmarking" }, { "a": "", "b": "", "name": "Terms or service can change without notice" }, { "a": "", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "51k stars", "b": "none", "name": "Popularity" }, { "a": "none", "b": "2.8/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "DeepTutor scores 62.7 (B) on agent readiness against HireAlpha's 8.7 (F), and leads in every scored category.", "question": "Which is better for AI agents, DeepTutor or HireAlpha?" }, { "answer": "DeepTutor is open source (Apache-2.0). No open-source release is listed for HireAlpha.", "question": "Are DeepTutor and HireAlpha open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 78 against 10", "Schema \u0026 documentation, 71 against 10", "Agent ergonomics, 63 against 0", "Security \u0026 auth, 51 against 0", "Payments \u0026 pricing, 60 against 20", "Maintenance \u0026 community, 84 against 2", "Transparency \u0026 trust, 52 against 27" ], "also": [ "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": [ "A hosted endpoint, with nothing to install", "No incidents deducted, where DeepTutor loses 3 points for them" ], "goodFor": "A person who wants a companion persona in iMessage that tracks health, spending and replies.", "slug": "hirealpha", "watchFor": "No terms of service (/terms returns 404) and no legal entity named." } ], "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-hirealpha.json", "title": "asaply vs HireAlpha", "url": "https://www.anchorterminal.com/compare/asaply-vs-hirealpha" }, { "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-hirealpha.json", "title": "Asmi vs HireAlpha", "url": "https://www.anchorterminal.com/compare/asmi-vs-hirealpha" }, { "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-hirealpha.json", "title": "AstrBot vs HireAlpha", "url": "https://www.anchorterminal.com/compare/astrbot-vs-hirealpha" }, { "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-hirealpha.json", "title": "Boba vs HireAlpha", "url": "https://www.anchorterminal.com/compare/boba-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/boski-vs-hirealpha.json", "title": "Boski vs HireAlpha", "url": "https://www.anchorterminal.com/compare/boski-vs-hirealpha" }, { "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-hirealpha.json", "title": "Brea vs HireAlpha", "url": "https://www.anchorterminal.com/compare/brea-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/caddy-app-vs-hirealpha.json", "title": "Caddy vs HireAlpha", "url": "https://www.anchorterminal.com/compare/caddy-app-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-hirealpha.json", "title": "CowAgent vs HireAlpha", "url": "https://www.anchorterminal.com/compare/cowagent-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/del-vs-hirealpha.json", "title": "Del vs HireAlpha", "url": "https://www.anchorterminal.com/compare/del-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/folk-nozomio-vs-hirealpha.json", "title": "folk vs HireAlpha", "url": "https://www.anchorterminal.com/compare/folk-nozomio-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-hirealpha.json", "title": "GAIA vs HireAlpha", "url": "https://www.anchorterminal.com/compare/gaia-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-hirealpha.json", "title": "Grok Bot vs HireAlpha", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-hirealpha.json", "title": "Haven vs HireAlpha", "url": "https://www.anchorterminal.com/compare/haven-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-hirealpha.json", "title": "Hermes Agent vs HireAlpha", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-instinct.json", "title": "HireAlpha vs Instinct", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-ironclaw.json", "title": "HireAlpha vs IronClaw", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-lindy.json", "title": "HireAlpha vs Lindy", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-nanobot.json", "title": "HireAlpha vs nanobot", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-nanoclaw.json", "title": "HireAlpha vs NanoClaw", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-natura.json", "title": "HireAlpha vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-openai-dots.json", "title": "HireAlpha vs Dots", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-openclaw.json", "title": "HireAlpha vs OpenClaw", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-openduet.json", "title": "HireAlpha vs OpenDuet", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-openduet" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-openinstinct.json", "title": "HireAlpha vs OpenInstinct", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-openinstinct" }, { "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/hirealpha-vs-orchid-ai.json", "title": "HireAlpha vs Orchid", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-orchid-ai" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-pally.json", "title": "HireAlpha vs Pally", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-picoclaw.json", "title": "HireAlpha vs PicoClaw", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-poke.json", "title": "HireAlpha vs Poke", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-qwenpaw.json", "title": "HireAlpha vs QwenPaw", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-szn.json", "title": "HireAlpha vs szn", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-szn" }, { "json": "https://www.anchorterminal.com/compare/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/hirealpha-vs-tasker-ai.json", "title": "HireAlpha vs Tasker AI", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-tasker-ai" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-tomo.json", "title": "HireAlpha vs Tomo", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-town.json", "title": "HireAlpha vs Town", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-town" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-zapia.json", "title": "HireAlpha vs Zapia", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-zapia" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-zeroclaw.json", "title": "HireAlpha vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-zo-computer.json", "title": "HireAlpha vs Zo Computer", "url": "https://www.anchorterminal.com/compare/hirealpha-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-hirealpha.json", "title": "Atticus vs HireAlpha", "url": "https://www.anchorterminal.com/compare/atticus-vs-hirealpha" }, { "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-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-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-hirealpha.json", "title": "Hark Pro vs HireAlpha", "url": "https://www.anchorterminal.com/compare/hark-pro-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.json", "title": "HireAlpha vs LearnHarness", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-learnharness" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-talorys.json", "title": "HireAlpha vs Talorys", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/claude-duet-vs-hirealpha.json", "title": "Claude Duet vs HireAlpha", "url": "https://www.anchorterminal.com/compare/claude-duet-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-hirealpha.json", "title": "Gemini Spark vs HireAlpha", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-hirealpha" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-leon.json", "title": "HireAlpha vs Leon", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-lobby-os.json", "title": "HireAlpha vs Lobby", "url": "https://www.anchorterminal.com/compare/hirealpha-vs-lobby-os" }, { "json": "https://www.anchorterminal.com/compare/hirealpha-vs-wajo.json", "title": "HireAlpha vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/hirealpha-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": 68, "deeptutor": 78, "edge": "deeptutor", "hirealpha": 10, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 61, "deeptutor": 71, "edge": "deeptutor", "hirealpha": 10, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 63, "deeptutor": 63, "edge": "deeptutor", "hirealpha": 0, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "by": 51, "deeptutor": 51, "edge": "deeptutor", "hirealpha": 0, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "by": 40, "deeptutor": 60, "edge": "deeptutor", "hirealpha": 20, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 82, "deeptutor": 84, "edge": "deeptutor", "hirealpha": 2, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 25, "deeptutor": 52, "edge": "deeptutor", "hirealpha": 27, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "DeepTutor scores 62.7 (B) on agent readiness against HireAlpha's 8.7 (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.", "hirealpha": "HireAlpha sells AI personas over iMessage and SMS at $19 a month each, with a no-training privacy page and deletion within 30 days. Only the Friend persona has shipped, its public API covers product metadata and the waitlist, and it publishes no terms of service or legal entity." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha", "json": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.min.md" }, "markdown": "DeepTutor scores 62.7 (B) on agent readiness against HireAlpha's 8.7 (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- HireAlpha: grade F, 8.7/100, rank #1229 of 1239. Markdown https://www.anchorterminal.com/tools/hirealpha.md · JSON https://www.anchorterminal.com/api/v1/tools/hirealpha.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 10\n- Schema \u0026 documentation, 71 against 10\n- Agent ergonomics, 63 against 0\n- Security \u0026 auth, 51 against 0\n- Payments \u0026 pricing, 60 against 20\n- Maintenance \u0026 community, 84 against 2\n- Transparency \u0026 trust, 52 against 27\n\nAlso in its favour:\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### HireAlpha (F)\n\nGood for: A person who wants a companion persona in iMessage that tracks health, spending and replies.\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- No incidents deducted, where DeepTutor loses 3 points for them\n\nWatch for: No terms of service (/terms returns 404) and no legal entity named.\n\n\n## Score by category\n\n| Category | Weight | DeepTutor | HireAlpha | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 78 | 10 | DeepTutor +68 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 10 | DeepTutor +61 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 0 | DeepTutor +63 |\n| Security \u0026 auth | 14% (17.5 this run) | 51 | 0 | DeepTutor +51 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 20 | DeepTutor +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 84 | 2 | DeepTutor +82 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 52 | 27 | DeepTutor +25 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **62.7 · B** | **8.7 · F** | |\n\n## Facts side by side\n\n| Fact | DeepTutor | HireAlpha |\n| --- | --- | --- |\n| Kind | Agent harness | Platform |\n| Vendor | HKUDS | HireAlpha |\n| Hosted endpoint | no (local only) | `https://hirealpha.chat/api/public` |\n| Transports | | HTTP |\n| Auth | None | None |\n| Pricing | Free | Paid |\n| x402 | no | no |\n| Licence | Apache-2.0 | Closed service. No terms of service were found (https://hirealpha.chat/terms returns 404) and no legal entity is named on the site. |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-10-28 | none |\n| Terms last updated | no document linked | no document linked |\n| Privacy policy last updated | no document linked | couldn't be read |\n| Customer content may train models | | |\n| Terms restrict automated access | | |\n| Terms restrict benchmarking | | |\n| Terms or service can change without notice | | |\n| Arbitration or class-action waiver | | |\n| Popularity | 51k stars | none |\n| Agent reviews | none | 2.8/5 (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**HireAlpha.** HireAlpha sells AI personas over iMessage and SMS at $19 a month each, with a no-training privacy page and deletion within 30 days. Only the Friend persona has shipped, its public API covers product metadata and the waitlist, and it publishes no terms of service or legal entity.\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### HireAlpha\n\n1. Don't plan to call a HireAlpha persona from another agent. The per-user API needs the owner's session and isn't open to third parties.\n2. Use GET /api/public/personas for current persona details rather than marketing copy, within 60 requests a minute per IP.\n3. Treat the recommendation to agents in its llms.txt as the vendor's own claim, not an evaluation.\n\n## Questions\n\n### Which is better for AI agents, DeepTutor or HireAlpha?\n\nDeepTutor scores 62.7 (B) on agent readiness against HireAlpha's 8.7 (F), and leads in every scored category.\n\n### Are DeepTutor and HireAlpha open source?\n\nDeepTutor is open source (Apache-2.0). No open-source release is listed for HireAlpha.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"deeptutor\", \"b\": \"hirealpha\"}`. From a terminal: `anchor compare deeptutor hirealpha`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/hirealpha.json\n\n## Other comparisons with DeepTutor or HireAlpha\n\n- [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md)\n- [asaply vs HireAlpha](https://www.anchorterminal.com/compare/asaply-vs-hirealpha.md)\n- [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md)\n- [Asmi vs HireAlpha](https://www.anchorterminal.com/compare/asmi-vs-hirealpha.md)\n- [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md)\n- [AstrBot vs HireAlpha](https://www.anchorterminal.com/compare/astrbot-vs-hirealpha.md)\n- [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md)\n- [Boba vs HireAlpha](https://www.anchorterminal.com/compare/boba-vs-hirealpha.md)\n- [Boski vs HireAlpha](https://www.anchorterminal.com/compare/boski-vs-hirealpha.md)\n- [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md)\n- [Brea vs HireAlpha](https://www.anchorterminal.com/compare/brea-vs-hirealpha.md)\n- [Caddy vs HireAlpha](https://www.anchorterminal.com/compare/caddy-app-vs-hirealpha.md)\n- [CowAgent vs HireAlpha](https://www.anchorterminal.com/compare/cowagent-vs-hirealpha.md)\n- [Del vs HireAlpha](https://www.anchorterminal.com/compare/del-vs-hirealpha.md)\n- [folk vs HireAlpha](https://www.anchorterminal.com/compare/folk-nozomio-vs-hirealpha.md)\n- [GAIA vs HireAlpha](https://www.anchorterminal.com/compare/gaia-vs-hirealpha.md)\n- [Grok Bot vs HireAlpha](https://www.anchorterminal.com/compare/grok-bot-vs-hirealpha.md)\n- [Haven vs HireAlpha](https://www.anchorterminal.com/compare/haven-vs-hirealpha.md)\n- [Hermes Agent vs HireAlpha](https://www.anchorterminal.com/compare/hermes-agent-vs-hirealpha.md)\n- [HireAlpha vs Instinct](https://www.anchorterminal.com/compare/hirealpha-vs-instinct.md)\n- [HireAlpha vs IronClaw](https://www.anchorterminal.com/compare/hirealpha-vs-ironclaw.md)\n- [HireAlpha vs Lindy](https://www.anchorterminal.com/compare/hirealpha-vs-lindy.md)\n- [HireAlpha vs nanobot](https://www.anchorterminal.com/compare/hirealpha-vs-nanobot.md)\n- [HireAlpha vs NanoClaw](https://www.anchorterminal.com/compare/hirealpha-vs-nanoclaw.md)\n- [HireAlpha vs Natura tinyNature](https://www.anchorterminal.com/compare/hirealpha-vs-natura.md)\n- [HireAlpha vs Dots](https://www.anchorterminal.com/compare/hirealpha-vs-openai-dots.md)\n- [HireAlpha vs OpenClaw](https://www.anchorterminal.com/compare/hirealpha-vs-openclaw.md)\n- [HireAlpha vs OpenDuet](https://www.anchorterminal.com/compare/hirealpha-vs-openduet.md)\n- [HireAlpha vs OpenInstinct](https://www.anchorterminal.com/compare/hirealpha-vs-openinstinct.md)\n- [HireAlpha vs Orbits](https://www.anchorterminal.com/compare/hirealpha-vs-orbits.md)\n- [HireAlpha vs Orchid](https://www.anchorterminal.com/compare/hirealpha-vs-orchid-ai.md)\n- [HireAlpha vs Pally](https://www.anchorterminal.com/compare/hirealpha-vs-pally.md)\n- [HireAlpha vs PicoClaw](https://www.anchorterminal.com/compare/hirealpha-vs-picoclaw.md)\n- [HireAlpha vs Poke](https://www.anchorterminal.com/compare/hirealpha-vs-poke.md)\n- [HireAlpha vs QwenPaw](https://www.anchorterminal.com/compare/hirealpha-vs-qwenpaw.md)\n- [HireAlpha vs szn](https://www.anchorterminal.com/compare/hirealpha-vs-szn.md)\n- [HireAlpha vs Tab](https://www.anchorterminal.com/compare/hirealpha-vs-tab-bot.md)\n- [HireAlpha vs Tasker AI](https://www.anchorterminal.com/compare/hirealpha-vs-tasker-ai.md)\n- [HireAlpha vs Tomo](https://www.anchorterminal.com/compare/hirealpha-vs-tomo.md)\n- [HireAlpha vs Town](https://www.anchorterminal.com/compare/hirealpha-vs-town.md)\n- [HireAlpha vs Zapia](https://www.anchorterminal.com/compare/hirealpha-vs-zapia.md)\n- [HireAlpha vs ZeroClaw](https://www.anchorterminal.com/compare/hirealpha-vs-zeroclaw.md)\n- [HireAlpha vs Zo Computer](https://www.anchorterminal.com/compare/hirealpha-vs-zo-computer.md)\n- [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md)\n- [Atticus vs HireAlpha](https://www.anchorterminal.com/compare/atticus-vs-hirealpha.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 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 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 HireAlpha](https://www.anchorterminal.com/compare/hark-pro-vs-hirealpha.md)\n- [HireAlpha vs LearnHarness](https://www.anchorterminal.com/compare/hirealpha-vs-learnharness.md)\n- [HireAlpha vs Talorys](https://www.anchorterminal.com/compare/hirealpha-vs-talorys.md)\n- [Claude Duet vs HireAlpha](https://www.anchorterminal.com/compare/claude-duet-vs-hirealpha.md)\n- [Gemini Spark vs HireAlpha](https://www.anchorterminal.com/compare/gemini-spark-vs-hirealpha.md)\n- [HireAlpha vs Leon](https://www.anchorterminal.com/compare/hirealpha-vs-leon.md)\n- [HireAlpha vs Lobby](https://www.anchorterminal.com/compare/hirealpha-vs-lobby-os.md)\n- [HireAlpha vs Wajo (Fo)](https://www.anchorterminal.com/compare/hirealpha-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- HireAlpha 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 HireAlpha", "url": "" } ], "description": "DeepTutor scores 62.7 (B) to HireAlpha's 8.7 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "DeepTutor B 62.7", "HireAlpha F 8.7", "scores" ], "h1": "DeepTutor vs HireAlpha", "image": "https://www.anchorterminal.com/assets/og/compare-deeptutor-vs-hirealpha.png", "path": "/compare/deeptutor-vs-hirealpha", "published": "2026-10-01", "section": "tools", "title": "DeepTutor vs HireAlpha for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha" }, "tokens": { "markdown": 3950, "slim": 630 }, "version": 1 }