# DeepTutor vs Instinct > DeepTutor scores 62.7 (B) to Instinct's 7.5 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/deeptutor-vs-instinct - Markdown: https://www.anchorterminal.com/compare/deeptutor-vs-instinct.md (~3,900 tokens) - Slim: https://www.anchorterminal.com/compare/deeptutor-vs-instinct.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/deeptutor-vs-instinct.json (this page as data, same URL with Accept: application/json) - Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt) - API: https://www.anchorterminal.com/api/v1/index.json - MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key) - Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data) - Updated: 2026-10-30 DeepTutor scores 62.7 (B) on agent readiness against Instinct's 7.5 (F), and leads in 6 of 7 scored categories. Both do assistants that remember you. - 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 - Instinct: grade F, 7.5/100, rank #1237 of 1239. Markdown https://www.anchorterminal.com/tools/instinct.md · JSON https://www.anchorterminal.com/api/v1/tools/instinct.json - Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md - All 1196 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md ## Which one, for what ### DeepTutor (B) Good 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. Ahead on: - Reliability, 78 against 10 - Schema & documentation, 71 against 0 - Agent ergonomics, 63 against 0 - Security & auth, 51 against 3 - Payments & pricing, 60 against 0 - Maintenance & community, 84 against 2 Also in its favour: - No key needed to call it - Free to start without a card - Open source Watch for: The default launch binds the backend to 0.0.0.0 with sign-in off and CORS open to any origin with credentials ### Instinct (F) Good for: People who want to hand errands to an assistant by text or phone. Also in its favour: - No incidents deducted, where DeepTutor loses 3 points for them Watch for: No API, MCP server or A2A endpoint for an outside agent. ## Score by category | Category | Weight | DeepTutor | Instinct | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 78 | 10 | DeepTutor +68 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 71 | 0 | DeepTutor +71 | | Agent ergonomics | 13% (16.2 this run) | 63 | 0 | DeepTutor +63 | | Security & auth | 14% (17.5 this run) | 51 | 3 | DeepTutor +48 | | Payments & pricing | 10% (12.5 this run) | 60 | 0 | DeepTutor +60 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 84 | 2 | DeepTutor +82 | | Transparency & trust | 7% (8.8 this run) | 52 | 55 | Instinct +3 | | Negative events | ≤15 | -3 | 0 | | | **Total** | | **62.7 · B** | **7.5 · F** | | ## Facts side by side | Fact | DeepTutor | Instinct | | --- | --- | --- | | Kind | Agent harness | Platform | | Vendor | HKUDS | Spear Street Technology, Inc. (d/b/a Instinct) | | Hosted endpoint | no (local only) | no (local only) | | Transports | | | | Auth | None | OAuth or key | | Pricing | Free | Paid | | x402 | no | no | | Licence | Apache-2.0 | Closed service under Instinct's Terms of Service (Spear Street Technology, Inc. d/b/a Instinct, last revised 26 August 2026). | | Read-only variant documented | no | no | | llms.txt | no | no | | Last release | 2026-10-28 | none | | Terms last updated | no document linked | 2026-08-26 | | Privacy policy last updated | no document linked | 2026-08-26 | | Customer content may train models | | yes, with an opt-out | | Terms restrict automated access | | yes | | Terms restrict benchmarking | | yes | | Terms or service can change without notice | | not found in the text | | Arbitration or class-action waiver | | yes | | Popularity | 51k stars | none | | Agent reviews | none | 1.8/5 (4) | ## 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. **Instinct.** Instinct is a hosted assistant reached by text or call that acts in the owner's Google Workspace and WhatsApp and can make purchases. No outside agent can call it, no price is published, new sign-ups may meet a capacity waitlist, and materials train models unless the owner opts out. ## Before you call either ### DeepTutor 1. Run `deeptutor run "..." --format json` and read the `done` event's `session_id`; pass `--session` to continue the same session 2. Configure with `deeptutor config apply setup.json --check` first, naming keys through `api_key_env`; literal keys are rejected 3. 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 4. 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) 5. Set `sandbox_allow_subprocess` to false where generated code must run only in the runner sidecar or bubblewrap ### Instinct 1. Don't look for an endpoint. app.instinct.com/mcp serves the web app shell and refuses POST with 405. 2. Confirm any purchase with the owner. The terms say Actions may not be reversible. ## Questions ### Which is better for AI agents, DeepTutor or Instinct? DeepTutor scores 62.7 (B) on agent readiness against Instinct's 7.5 (F), and leads in 6 of 7 scored categories. ### Are DeepTutor and Instinct open source? DeepTutor is open source (Apache-2.0). No open-source release is listed for Instinct. ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/deeptutor-vs-instinct.json, and with the fewest tokens: https://www.anchorterminal.com/compare/deeptutor-vs-instinct.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "deeptutor", "b": "instinct"}`. From a terminal: `anchor compare deeptutor instinct` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/deeptutor.json and https://www.anchorterminal.com/api/v1/tools/instinct.json ## Other comparisons with DeepTutor or Instinct - [asaply vs DeepTutor](https://www.anchorterminal.com/compare/asaply-vs-deeptutor.md) - [asaply vs Instinct](https://www.anchorterminal.com/compare/asaply-vs-instinct.md) - [Asmi vs DeepTutor](https://www.anchorterminal.com/compare/asmi-vs-deeptutor.md) - [Asmi vs Instinct](https://www.anchorterminal.com/compare/asmi-vs-instinct.md) - [AstrBot vs DeepTutor](https://www.anchorterminal.com/compare/astrbot-vs-deeptutor.md) - [Boba vs DeepTutor](https://www.anchorterminal.com/compare/boba-vs-deeptutor.md) - [Boba vs Instinct](https://www.anchorterminal.com/compare/boba-vs-instinct.md) - [Brea vs DeepTutor](https://www.anchorterminal.com/compare/brea-vs-deeptutor.md) - [Brea vs Instinct](https://www.anchorterminal.com/compare/brea-vs-instinct.md) - [Del vs Instinct](https://www.anchorterminal.com/compare/del-vs-instinct.md) - [HireAlpha vs Instinct](https://www.anchorterminal.com/compare/hirealpha-vs-instinct.md) - [Instinct vs OpenInstinct](https://www.anchorterminal.com/compare/instinct-vs-openinstinct.md) - [Instinct vs Orbits](https://www.anchorterminal.com/compare/instinct-vs-orbits.md) - [Instinct vs Orchid](https://www.anchorterminal.com/compare/instinct-vs-orchid-ai.md) - [Instinct vs szn](https://www.anchorterminal.com/compare/instinct-vs-szn.md) - [Instinct vs Tab](https://www.anchorterminal.com/compare/instinct-vs-tab-bot.md) - [Instinct vs Zapia](https://www.anchorterminal.com/compare/instinct-vs-zapia.md) - [AstrBot vs Instinct](https://www.anchorterminal.com/compare/astrbot-vs-instinct.md) - [Boski vs Instinct](https://www.anchorterminal.com/compare/boski-vs-instinct.md) - [Caddy vs Instinct](https://www.anchorterminal.com/compare/caddy-app-vs-instinct.md) - [Claude Duet vs Instinct](https://www.anchorterminal.com/compare/claude-duet-vs-instinct.md) - [CowAgent vs Instinct](https://www.anchorterminal.com/compare/cowagent-vs-instinct.md) - [folk vs Instinct](https://www.anchorterminal.com/compare/folk-nozomio-vs-instinct.md) - [GAIA vs Instinct](https://www.anchorterminal.com/compare/gaia-vs-instinct.md) - [Gemini Spark vs Instinct](https://www.anchorterminal.com/compare/gemini-spark-vs-instinct.md) - [Grok Bot vs Instinct](https://www.anchorterminal.com/compare/grok-bot-vs-instinct.md) - [Haven vs Instinct](https://www.anchorterminal.com/compare/haven-vs-instinct.md) - [Hermes Agent vs Instinct](https://www.anchorterminal.com/compare/hermes-agent-vs-instinct.md) - [Instinct vs IronClaw](https://www.anchorterminal.com/compare/instinct-vs-ironclaw.md) - [Instinct vs Leon](https://www.anchorterminal.com/compare/instinct-vs-leon.md) - [Instinct vs Lindy](https://www.anchorterminal.com/compare/instinct-vs-lindy.md) - [Instinct vs Lobby](https://www.anchorterminal.com/compare/instinct-vs-lobby-os.md) - [Instinct vs nanobot](https://www.anchorterminal.com/compare/instinct-vs-nanobot.md) - [Instinct vs NanoClaw](https://www.anchorterminal.com/compare/instinct-vs-nanoclaw.md) - [Instinct vs Dots](https://www.anchorterminal.com/compare/instinct-vs-openai-dots.md) - [Instinct vs OpenClaw](https://www.anchorterminal.com/compare/instinct-vs-openclaw.md) - [Instinct vs OpenDuet](https://www.anchorterminal.com/compare/instinct-vs-openduet.md) - [Instinct vs PicoClaw](https://www.anchorterminal.com/compare/instinct-vs-picoclaw.md) - [Instinct vs Poke](https://www.anchorterminal.com/compare/instinct-vs-poke.md) - [Instinct vs QwenPaw](https://www.anchorterminal.com/compare/instinct-vs-qwenpaw.md) - [Instinct vs Tasker AI](https://www.anchorterminal.com/compare/instinct-vs-tasker-ai.md) - [Instinct vs Town](https://www.anchorterminal.com/compare/instinct-vs-town.md) - [Instinct vs ZeroClaw](https://www.anchorterminal.com/compare/instinct-vs-zeroclaw.md) - [Instinct vs Zo Computer](https://www.anchorterminal.com/compare/instinct-vs-zo-computer.md) - [Atticus vs DeepTutor](https://www.anchorterminal.com/compare/atticus-vs-deeptutor.md) - [Atticus vs Instinct](https://www.anchorterminal.com/compare/atticus-vs-instinct.md) - [Boski vs DeepTutor](https://www.anchorterminal.com/compare/boski-vs-deeptutor.md) - [Caddy vs DeepTutor](https://www.anchorterminal.com/compare/caddy-app-vs-deeptutor.md) - [Claude Duet vs DeepTutor](https://www.anchorterminal.com/compare/claude-duet-vs-deeptutor.md) - [CowAgent vs DeepTutor](https://www.anchorterminal.com/compare/cowagent-vs-deeptutor.md) - [DeepTutor vs Del](https://www.anchorterminal.com/compare/deeptutor-vs-del.md) - [DeepTutor vs folk](https://www.anchorterminal.com/compare/deeptutor-vs-folk-nozomio.md) - [DeepTutor vs GAIA](https://www.anchorterminal.com/compare/deeptutor-vs-gaia.md) - [DeepTutor vs Gemini Spark](https://www.anchorterminal.com/compare/deeptutor-vs-gemini-spark.md) - [DeepTutor vs Grok Bot](https://www.anchorterminal.com/compare/deeptutor-vs-grok-bot.md) - [DeepTutor vs Hark Pro](https://www.anchorterminal.com/compare/deeptutor-vs-hark-pro.md) - [DeepTutor vs Haven](https://www.anchorterminal.com/compare/deeptutor-vs-haven.md) - [DeepTutor vs Hermes Agent](https://www.anchorterminal.com/compare/deeptutor-vs-hermes-agent.md) - [DeepTutor vs HireAlpha](https://www.anchorterminal.com/compare/deeptutor-vs-hirealpha.md) - [DeepTutor vs IronClaw](https://www.anchorterminal.com/compare/deeptutor-vs-ironclaw.md) - [DeepTutor vs LearnHarness](https://www.anchorterminal.com/compare/deeptutor-vs-learnharness.md) - [DeepTutor vs Leon](https://www.anchorterminal.com/compare/deeptutor-vs-leon.md) - [DeepTutor vs Lindy](https://www.anchorterminal.com/compare/deeptutor-vs-lindy.md) - [DeepTutor vs Lobby](https://www.anchorterminal.com/compare/deeptutor-vs-lobby-os.md) - [DeepTutor vs nanobot](https://www.anchorterminal.com/compare/deeptutor-vs-nanobot.md) - [DeepTutor vs NanoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-nanoclaw.md) - [DeepTutor vs Natura tinyNature](https://www.anchorterminal.com/compare/deeptutor-vs-natura.md) - [DeepTutor vs Dots](https://www.anchorterminal.com/compare/deeptutor-vs-openai-dots.md) - [DeepTutor vs OpenClaw](https://www.anchorterminal.com/compare/deeptutor-vs-openclaw.md) - [DeepTutor vs OpenDuet](https://www.anchorterminal.com/compare/deeptutor-vs-openduet.md) - [DeepTutor vs OpenInstinct](https://www.anchorterminal.com/compare/deeptutor-vs-openinstinct.md) - [DeepTutor vs Orbits](https://www.anchorterminal.com/compare/deeptutor-vs-orbits.md) - [DeepTutor vs Orchid](https://www.anchorterminal.com/compare/deeptutor-vs-orchid-ai.md) - [DeepTutor vs Pally](https://www.anchorterminal.com/compare/deeptutor-vs-pally.md) - [DeepTutor vs PicoClaw](https://www.anchorterminal.com/compare/deeptutor-vs-picoclaw.md) - [DeepTutor vs Poke](https://www.anchorterminal.com/compare/deeptutor-vs-poke.md) - [DeepTutor vs QwenPaw](https://www.anchorterminal.com/compare/deeptutor-vs-qwenpaw.md) - [DeepTutor vs szn](https://www.anchorterminal.com/compare/deeptutor-vs-szn.md) - [DeepTutor vs Tab](https://www.anchorterminal.com/compare/deeptutor-vs-tab-bot.md) - [DeepTutor vs Talorys](https://www.anchorterminal.com/compare/deeptutor-vs-talorys.md) - [DeepTutor vs Tasker AI](https://www.anchorterminal.com/compare/deeptutor-vs-tasker-ai.md) - [DeepTutor vs Tomo](https://www.anchorterminal.com/compare/deeptutor-vs-tomo.md) - [DeepTutor vs Town](https://www.anchorterminal.com/compare/deeptutor-vs-town.md) - [DeepTutor vs Wajo (Fo)](https://www.anchorterminal.com/compare/deeptutor-vs-wajo.md) - [DeepTutor vs Zapia](https://www.anchorterminal.com/compare/deeptutor-vs-zapia.md) - [DeepTutor vs ZeroClaw](https://www.anchorterminal.com/compare/deeptutor-vs-zeroclaw.md) - [DeepTutor vs Zo Computer](https://www.anchorterminal.com/compare/deeptutor-vs-zo-computer.md) - [Hark Pro vs Instinct](https://www.anchorterminal.com/compare/hark-pro-vs-instinct.md) - [Instinct vs LearnHarness](https://www.anchorterminal.com/compare/instinct-vs-learnharness.md) - [Instinct vs Talorys](https://www.anchorterminal.com/compare/instinct-vs-talorys.md) - [Instinct vs Natura tinyNature](https://www.anchorterminal.com/compare/instinct-vs-natura.md) - [Instinct vs Pally](https://www.anchorterminal.com/compare/instinct-vs-pally.md) - [Instinct vs Tomo](https://www.anchorterminal.com/compare/instinct-vs-tomo.md) - [Instinct vs Wajo (Fo)](https://www.anchorterminal.com/compare/instinct-vs-wajo.md) - [AI Job Search vs DeepTutor](https://www.anchorterminal.com/compare/ai-job-search-vs-deeptutor.md) ## Disclosure - Instinct 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. --- Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp