{ "data": { "a": { "slug": "gemini-spark", "name": "Gemini Spark", "vendor": "Google LLC", "vendorUrl": "https://gemini.google/us/overview/agent/spark/", "kind": "platform", "category": "personal-assistants", "summary": "Gemini Spark is Google's hosted personal AI agent inside the Gemini app. It runs tasks and schedules in Google's cloud across Gmail, Calendar, Drive and other connected apps for Google AI Pro and Ultra subscribers.", "url": "https://www.anchorterminal.com/tools/gemini-spark", "markdownUrl": "https://www.anchorterminal.com/tools/gemini-spark.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/gemini-spark.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/gemini-spark.json", "license": "Proprietary hosted service under the Google Terms of Service", "transports": [], "packages": [], "auth": "oauth", "authNotes": "No credential for an outside agent exists, because no public API was found. A person signs in to the Gemini app with a personal Google Account and needs a Google AI Pro or Ultra subscription (https://support.google.com/gemini/answer/17094507). Connected apps are off by default and are switched on in settings (https://gemini.google/us/overview/agent/spark/). Third-party and custom apps are linked to the Google Account and can be unlinked in Connected Apps settings or on the account's Linked apps page. A custom MCP server that lacks Dynamic Client Registration takes credentials the user enters (https://support.google.com/gemini/answer/17209137). Google tells users not to type sign-in or payment details into a task thread and to enter them on the web page in take control mode (https://support.google.com/gemini/answer/17094507).", "pricing": "paid", "pricingNotes": "Spark needs a Google AI Pro or Ultra subscription. US prices are $19.99 a month for Pro and $99.99 or $199.99 a month for Ultra, with Spark use counted against compute-based limits that refresh every five hours up to a weekly limit (https://gemini.google/us/subscriptions/; https://support.google.com/gemini/answer/16275805). The subscriptions page lists Spark under Ultra as first access in select countries, while the help page names Pro and Ultra. No free tier includes Spark. The page links a two-month trial offer whose terms were not read (checked 2026-10-12).", "priceSummary": "$19.99 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on the pages read, and no public API to carry one (checked 2026-10-12).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-12" }, "docsUrl": "https://support.google.com/gemini/answer/17094507", "capabilities": [ "assistant.proactive", "assistant.accounts", "assistant.memory", "agent.mcp-client" ], "tags": [ "hosted", "consumer", "closed-source", "no-api", "beta", "ios", "android", "macos", "web", "browser-agent", "approvals", "mcp-client", "subscription", "trains-on-data-by-default" ], "lastRelease": "2026-05-19", "graded": true, "anchor": { "graded": true, "score": 24.5, "grade": "F", "agentReady": false, "rank": 978, "ranked": true, "rankOf": 993, "categoryRank": 21, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 9, "maintenance": 17, "payments": 10, "reliability": 14, "schema": 17, "security": 60, "transparency": 49 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-12" }, "negative": 0, "verdict": "Google's help pages state what Spark confirms before doing, how to delete its remote browser and code data, and the risks of prompt injection. Spark has no public API, Google calls it experimental, and it runs only with Keep Activity on, the setting under which chats are used for model training and human review.", "bestFor": "A person who already keeps mail, calendar and files in a personal Google Account and accepts Keep Activity being on.", "strengths": [ "Google says Spark asks for confirmation before sending communications, modifying data, making purchases, submitting web forms and using Sign in with Google", "Connected apps are off by default, and write actions through a custom MCP server need manual confirmation, per Google's help pages", "The help page names prompt injection, gives four examples of what an injected instruction could do, and says the safeguards do not guarantee protection", "Each task thread has a work panel listing completed and planned steps, files read or updated, schedules, and the skills and apps used", "Published limits of 15 running tasks and 50 active schedules, and plan prices of $19.99 to $199.99 a month in the US" ], "weaknesses": [ "No public API, SDK or MCP server for an outside agent was found. Spark is reached in the Gemini mobile app, the Mac app and gemini.google.com", "Google's help page calls Spark an experimental feature in early development, and the Privacy Hub calls it beta", "Spark runs only with Keep Activity on. With that setting on, Google uses activity to train generative AI models and human reviewers read some chats", "Chats already reviewed by human reviewers are kept for up to three years and are not deleted when the user deletes activity", "Google states that Gemini can perform bulk actions on private Google Tasks without confirmation", "The remote browser saves cookies holding website sign-in details for later sessions until the user deletes them or turns Spark off", "No status page or SLA for Spark was linked from the pages read, and the bug bounty site linked from Google's terms is drawn by script and was unread" ], "agentNotes": [ "Do not plan an integration against Spark. No public API or MCP server was found, and a person must hold a Google AI Pro or Ultra subscription", "Expect a confirmation request before sends, edits, purchases and web form submissions, and note that bulk changes to private Google Tasks run without one", "Delete remote browser data and remote code execution data in Gemini Spark Settings after a sensitive session. Deleting a task thread or Gemini Apps activity does not remove them", "Keep within 15 running tasks and 50 active schedules. A schedule does not run when 15 tasks are running or the usage limit is reached", "Treat every safety statement here as Google's own description. None was tested, and no message was sent to the service" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 24.5 } ], "editorialScores": { "ergonomics": 9, "maintenance": 17, "payments": 10, "reliability": 14, "schema": 17, "security": 60, "transparency": 44 }, "provenanceScore": 54 }, "letme": { "capability": "https://letme.dev/assistant.proactive", "tool": "https://letme.dev/gemini-spark" }, "area": "frameworks", "unitPrices": [ { "item": "Google AI Pro", "unit": "month", "usd": 19.99, "note": "US price, includes Spark with 4 times the standard usage limit" }, { "item": "Google AI Ultra (5x)", "unit": "month", "usd": 99.99, "note": "US price, 5 times the Pro usage limit" }, { "item": "Google AI Ultra (20x)", "unit": "month", "usd": 199.99, "note": "US price, 20 times the Pro usage limit" } ], "provenance": { "legalEntity": "Google LLC", "domain": "gemini.google", "domainRegistered": "", "endpointOnVendorDomain": null, "terms": "https://policies.google.com/terms", "privacy": "https://support.google.com/gemini/answer/13594961", "statusPage": "", "changelog": "https://gemini.google/us/release-notes/", "securityTxt": "none", "checked": "2026-10-12", "notes": [ "The Gemini Apps Privacy Notice says Gemini Apps are supplied by Google Ireland Limited in the European Economic Area and Switzerland and by Google LLC everywhere else. Spark is not available in the European Economic Area or Switzerland.", "Google's service-specific terms page lists Gemini Apps under the Google Terms of Service (effective 30 July 2026), the Generative AI Prohibited Use Policy and the Gemini Apps Agentic Calling Additional Terms of Service. The Generative AI Additional Terms of Service that the subscriptions page links say they stopped applying on 22 May 2024.", "The privacy link is the Gemini Apps Privacy Hub, which holds the Gemini Apps Privacy Notice (last updated 29 June 2026) and the Spark data questions (hub last updated 24 September 2026). The notice supplements the Google Privacy Policy at policies.google.com/privacy (effective 12 October 2026).", "No status page for Gemini Apps or Spark was linked from any page read.", "The release notes are the Gemini app's. Their only entry about Spark is dated 19 May 2026.", "gemini.google/.well-known/security.txt answered 404. Google's terms link bughunters.google.com as its safety and bug testing programmes. That site's home page is drawn by script and was unread.", "gemini.google is a name under Google's own .google top-level domain. Its registration date was not looked up.", "policies.google.com/robots.txt answered 404, read as no rules. The robots.txt files of gemini.google, support.google.com and bughunters.google.com allow the pages read." ], "score": 54 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/gemini-spark.json", "live": { "slug": "gemini-spark", "pages": [ { "url": "https://gemini.google/us/release-notes/", "kind": "changelog", "status": 200, "checkedAt": "2026-10-12T19:52:32.39571263Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "194817d9756b" }, { "url": "https://support.google.com/gemini/answer/13594961", "kind": "privacy", "status": 200, "checkedAt": "2026-10-12T19:59:21.503664609Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "4591eabe1384" }, { "url": "https://policies.google.com/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-12T19:56:37.679230135Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "8706dc360016" } ], "updatedAt": "2026-10-12T19:59:21.503664609Z" } }, "answer": "Talorys scores 28.9 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 4 of 7 scored categories. Gemini Spark leads on schema \u0026 documentation, agent ergonomics and security \u0026 auth.", "b": { "slug": "talorys", "name": "Talorys", "vendor": "Roc Yu (rociiu) and contributors", "vendorUrl": "https://github.com/rociiu/talorys", "kind": "platform", "category": "personal-assistants", "summary": "Talorys is an open-source, single-user personal AI assistant that its owner deploys into their own Cloudflare account with one command. It chats, keeps editable memories, and manages tasks, notes, projects, reminders and scheduled routines.", "url": "https://www.anchorterminal.com/tools/talorys", "markdownUrl": "https://www.anchorterminal.com/tools/talorys.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/talorys.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/talorys.json", "repo": "https://github.com/rociiu/talorys", "license": "MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.", "transports": [], "packages": [ { "registry": "npm", "name": "create-talorys" } ], "auth": "mixed", "authNotes": "The installer signs in to Cloudflare through Wrangler's OAuth flow, or uses an API token with Workers Scripts, Pages, Workers AI and Account Settings permissions. The owner password is hashed locally with PBKDF2-SHA256 and stored as a Worker secret. The web app uses an HttpOnly session cookie, and every non-GET request needs an x-talorys-request header and a same-origin Origin (https://github.com/rociiu/talorys/blob/main/docs/security.md). There is no API key, MCP server or signup.", "pricing": "free", "pricingNotes": "Free and MIT-licensed, designed to fit the Cloudflare Workers Free plan, including a daily Workers AI allocation. On a paid Cloudflare plan, use beyond the included amounts is billed by Cloudflare (https://github.com/rociiu/talorys#7-what-is-free-and-what-may-cost-money).", "priceSummary": "Free · OSS", "where": "local", "x402": { "level": "no", "evidence": "No payment protocol. Talorys has no billing of its own, checked 12 October 2026.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 978, "pypiWeekly": null, "asOf": "2026-10-12" }, "docsUrl": "https://github.com/rociiu/talorys/tree/main/docs", "capabilities": [ "assistant.memory", "assistant.self-hosted", "memory.user", "memory.search", "tasks.create", "tasks.update", "notify.in-app" ], "tags": [ "open-source", "self-hosted", "free", "typescript", "cloudflare" ], "lastRelease": "2026-10-12", "graded": true, "disclosure": "Talorys 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": 28.9, "grade": "F", "agentReady": false, "rank": 976, "ranked": true, "rankOf": 993, "categoryRank": 19, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 0, "maintenance": 83, "payments": 60, "reliability": 41, "schema": 0, "security": 8, "transparency": 52 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-12" }, "negative": 0, "verdict": "Talorys is an MIT-licensed assistant its owner deploys to their own Cloudflare account, with no telemetry, a documented threat model and code-enforced confirmation for destructive tools. It is two days old at version 0.1.5, has no mail, calendar or payment connections, and no interface for an outside agent.", "bestFor": "A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account.", "disclosure": "Talorys 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": [ "MIT licence, and no telemetry, analytics or tracking, stated in the README and confirmed in the code.", "Destructive tools need confirmation in the owner's latest message, enforced in code, and scheduled runs get read-only tools.", "SECURITY.md with private reporting, a 3-business-day acknowledgement target and a threat model.", "Designed to fit Cloudflare's Workers Free plan, with nothing to buy from Talorys." ], "weaknesses": [ "No API key, MCP server or A2A endpoint, and the /api routes need the owner's browser session.", "First released on 10 October 2026 and still pre-1.0 at 0.1.5.", "No changelog or breaking-change notes.", "No mail, calendar, booking, payment or messaging connections in the code." ], "agentNotes": [ "Run `npx create-talorys@latest` with Node.js 22 or later and a Cloudflare login or an API token with Workers, Pages and Workers AI permissions.", "Don't script the /api routes. They need the owner's session cookie and CSRF header and aren't documented for other callers.", "Update with `npx create-talorys@latest update`. Only the latest version gets security fixes." ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 28.9 } ], "editorialScores": { "ergonomics": 0, "maintenance": 83, "payments": 60, "reliability": 41, "schema": 0, "security": 8, "transparency": 77 }, "provenanceScore": 27 }, "connect": { "install": "npx create-talorys@latest # Node.js 22+, signs in to Cloudflare and deploys into your account" }, "letme": { "capability": "https://letme.dev/assistant.memory", "tool": "https://letme.dev/talorys" }, "sameCompany": [ "github-mcp-server", "github-copilot-cli" ], "area": "frameworks", "provenance": { "legalEntity": "", "domain": "github.com", "domainRegistered": "", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/rociiu/talorys/commits/main", "securityTxt": "none", "checked": "2026-10-12", "notes": [ "No company, terms of service or privacy policy. The MIT licence names The Talorys contributors, and Cloudflare's terms and privacy policy cover the hosting.", "Security reports go through GitHub private vulnerability reporting per SECURITY.md. There is no security.txt.", "There is no hosted endpoint. Each install answers on the owner's own pages.dev address.", "GitHub star count was not checked because the GitHub API was not available to us." ], "score": 27 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/talorys.json", "live": { "slug": "talorys", "versions": [ { "registry": "npm", "name": "create-talorys", "version": "0.1.5", "seenAt": "2026-10-12T22:32:28.340613655Z" } ], "githubStars": 892, "npmWeekly": 978, "updatedAt": "2026-10-12T22:32:29.267294141Z" } }, "facts": [ { "a": "Platform", "b": "Platform", "name": "Kind" }, { "a": "Google LLC", "b": "Roc Yu (rociiu) and contributors", "name": "Vendor" }, { "a": "no (local only)", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "", "b": "", "name": "Transports" }, { "a": "OAuth", "b": "OAuth or key", "name": "Auth" }, { "a": "Paid", "b": "Free", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary hosted service under the Google Terms of Service", "b": "MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.", "name": "Licence" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "no", "b": "no", "name": "llms.txt" }, { "a": "2026-05-19", "b": "2026-10-12", "name": "Last release" }, { "a": "2026-07-30", "b": "no document linked", "name": "Terms last updated" }, { "a": "2026-09-24", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "yes, with an opt-out", "b": "", "name": "Customer content may train models" }, { "a": "yes", "b": "", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "978 npm/wk", "name": "Popularity" } ], "faq": [ { "answer": "Talorys scores 28.9 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 4 of 7 scored categories. Gemini Spark leads on schema \u0026 documentation, agent ergonomics and security \u0026 auth.", "question": "Which is better for AI agents, Gemini Spark or Talorys?" }, { "answer": "No open-source release is listed for Gemini Spark. Talorys is open source (MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.).", "question": "Are Gemini Spark and Talorys open source?" } ], "goodFor": [ { "aheadOn": [ "Schema \u0026 documentation, 17 against 0", "Agent ergonomics, 9 against 0", "Security \u0026 auth, 60 against 8" ], "also": null, "goodFor": "A person who already keeps mail, calendar and files in a personal Google Account and accepts Keep Activity being on.", "slug": "gemini-spark", "watchFor": "No public API, SDK or MCP server for an outside agent was found. Spark is reached in the Gemini mobile app, the Mac app and gemini.google.com" }, { "aheadOn": [ "Reliability, 41 against 14", "Payments \u0026 pricing, 60 against 10", "Maintenance \u0026 community, 83 against 17" ], "also": [ "Open source" ], "goodFor": "A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account.", "slug": "talorys", "watchFor": "No API key, MCP server or A2A endpoint, and the /api routes need the owner's browser session." } ], "job": { "capability": "assistant.memory", "name": "Assistants that remember you" }, "others": [ { "json": "https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark.json", "title": "AstrBot vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-gemini-spark.json", "title": "CowAgent vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/cowagent-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-gemini-spark.json", "title": "GAIA vs Gemini Spark", "url": "https://www.anchorterminal.com/compare/gaia-vs-gemini-spark" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot.json", "title": "Gemini Spark vs Grok Bot", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-haven.json", "title": "Gemini Spark vs Haven", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-haven" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-hermes-agent.json", "title": "Gemini Spark vs Hermes Agent", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-hermes-agent" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-instinct.json", "title": "Gemini Spark vs Instinct", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-instinct" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-ironclaw.json", "title": "Gemini Spark vs IronClaw", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-ironclaw" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-leon.json", "title": "Gemini Spark vs Leon", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-leon" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-lindy.json", "title": "Gemini Spark vs Lindy", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-lindy" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-nanobot.json", "title": "Gemini Spark vs nanobot", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-nanobot" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-nanoclaw.json", "title": "Gemini Spark vs NanoClaw", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-nanoclaw" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-openai-dots.json", "title": "Gemini Spark vs Dots", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-openai-dots" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-openclaw.json", "title": "Gemini Spark vs OpenClaw", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-openclaw" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-picoclaw.json", "title": "Gemini Spark vs PicoClaw", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-picoclaw" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-poke.json", "title": "Gemini Spark vs Poke", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-poke" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-qwenpaw.json", "title": "Gemini Spark vs QwenPaw", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-qwenpaw" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-zeroclaw.json", "title": "Gemini Spark vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer.json", "title": "Gemini Spark vs Zo Computer", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-natura.json", "title": "Gemini Spark vs Natura tinyNature", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-natura" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-pally.json", "title": "Gemini Spark vs Pally", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-pally" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-tomo.json", "title": "Gemini Spark vs Tomo", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-wajo.json", "title": "Gemini Spark vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/cowagent-vs-talorys.json", "title": "CowAgent vs Talorys", "url": "https://www.anchorterminal.com/compare/cowagent-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/gaia-vs-talorys.json", "title": "GAIA vs Talorys", "url": "https://www.anchorterminal.com/compare/gaia-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/grok-bot-vs-talorys.json", "title": "Grok Bot vs Talorys", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-talorys.json", "title": "Haven vs Talorys", "url": "https://www.anchorterminal.com/compare/haven-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-talorys.json", "title": "Hermes Agent vs Talorys", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-talorys.json", "title": "Instinct vs Talorys", "url": "https://www.anchorterminal.com/compare/instinct-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-talorys.json", "title": "IronClaw vs Talorys", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-talorys.json", "title": "Leon vs Talorys", "url": "https://www.anchorterminal.com/compare/leon-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-talorys.json", "title": "Lindy vs Talorys", "url": "https://www.anchorterminal.com/compare/lindy-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-talorys.json", "title": "nanobot vs Talorys", "url": "https://www.anchorterminal.com/compare/nanobot-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-talorys.json", "title": "NanoClaw vs Talorys", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/natura-vs-talorys.json", "title": "Natura tinyNature vs Talorys", "url": "https://www.anchorterminal.com/compare/natura-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-talorys.json", "title": "Dots vs Talorys", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-talorys.json", "title": "OpenClaw vs Talorys", "url": "https://www.anchorterminal.com/compare/openclaw-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/pally-vs-talorys.json", "title": "Pally vs Talorys", "url": "https://www.anchorterminal.com/compare/pally-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-talorys.json", "title": "PicoClaw vs Talorys", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-talorys.json", "title": "Poke vs Talorys", "url": "https://www.anchorterminal.com/compare/poke-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-talorys.json", "title": "QwenPaw vs Talorys", "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-talorys" }, { "json": "https://www.anchorterminal.com/compare/talorys-vs-tomo.json", "title": "Talorys vs Tomo", "url": "https://www.anchorterminal.com/compare/talorys-vs-tomo" }, { "json": "https://www.anchorterminal.com/compare/talorys-vs-wajo.json", "title": "Talorys vs Wajo (Fo)", "url": "https://www.anchorterminal.com/compare/talorys-vs-wajo" }, { "json": "https://www.anchorterminal.com/compare/talorys-vs-zeroclaw.json", "title": "Talorys vs ZeroClaw", "url": "https://www.anchorterminal.com/compare/talorys-vs-zeroclaw" }, { "json": "https://www.anchorterminal.com/compare/talorys-vs-zo-computer.json", "title": "Talorys vs Zo Computer", "url": "https://www.anchorterminal.com/compare/talorys-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/astrbot-vs-talorys.json", "title": "AstrBot vs Talorys", "url": "https://www.anchorterminal.com/compare/astrbot-vs-talorys" } ], "scores": [ { "by": 27, "edge": "talorys", "gemini-spark": 14, "key": "reliability", "name": "Reliability", "talorys": 41, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 17, "edge": "gemini-spark", "gemini-spark": 17, "key": "schema", "name": "Schema \u0026 documentation", "talorys": 0, "weight": 13 }, { "by": 9, "edge": "gemini-spark", "gemini-spark": 9, "key": "ergonomics", "name": "Agent ergonomics", "talorys": 0, "weight": 13 }, { "by": 52, "edge": "gemini-spark", "gemini-spark": 60, "key": "security", "name": "Security \u0026 auth", "talorys": 8, "weight": 14 }, { "by": 50, "edge": "talorys", "gemini-spark": 10, "key": "payments", "name": "Payments \u0026 pricing", "talorys": 60, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 66, "edge": "talorys", "gemini-spark": 17, "key": "maintenance", "name": "Maintenance \u0026 community", "talorys": 83, "weight": 7 }, { "by": 3, "edge": "talorys", "gemini-spark": 49, "key": "transparency", "name": "Transparency \u0026 trust", "talorys": 52, "weight": 7 } ], "summary": "Talorys scores 28.9 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 4 of 7 scored categories. Gemini Spark leads on schema \u0026 documentation, agent ergonomics and security \u0026 auth. Both do assistants that remember you.", "verdicts": { "gemini-spark": "Google's help pages state what Spark confirms before doing, how to delete its remote browser and code data, and the risks of prompt injection. Spark has no public API, Google calls it experimental, and it runs only with Keep Activity on, the setting under which chats are used for model training and human review.", "talorys": "Talorys is an MIT-licensed assistant its owner deploys to their own Cloudflare account, with no telemetry, a documented threat model and code-enforced confirmation for destructive tools. It is two days old at version 0.1.5, has no mail, calendar or payment connections, and no interface for an outside agent." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/gemini-spark-vs-talorys", "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-talorys.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/gemini-spark-vs-talorys.md", "slim": "https://www.anchorterminal.com/compare/gemini-spark-vs-talorys.min.md" }, "markdown": "Talorys scores 28.9 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 4 of 7 scored categories. Gemini Spark leads on schema \u0026 documentation, agent ergonomics and security \u0026 auth. Both do assistants that remember you.\n\n- Gemini Spark: grade F, 24.5/100, rank #978 of 993. Markdown https://www.anchorterminal.com/tools/gemini-spark.md · JSON https://www.anchorterminal.com/api/v1/tools/gemini-spark.json\n- Talorys: grade F, 28.9/100, rank #976 of 993. Markdown https://www.anchorterminal.com/tools/talorys.md · JSON https://www.anchorterminal.com/api/v1/tools/talorys.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 314 assistants comparisons: https://www.anchorterminal.com/compare/personal-assistants/index.md\n\n## Which one, for what\n\n### Gemini Spark (F)\n\nGood for: A person who already keeps mail, calendar and files in a personal Google Account and accepts Keep Activity being on.\n\nAhead on:\n- Schema \u0026 documentation, 17 against 0\n- Agent ergonomics, 9 against 0\n- Security \u0026 auth, 60 against 8\n\nWatch for: No public API, SDK or MCP server for an outside agent was found. Spark is reached in the Gemini mobile app, the Mac app and gemini.google.com\n\n### Talorys (F)\n\nGood for: A single person who wants a private assistant for memory, tasks, notes and reminders on their own Cloudflare account.\n\nAhead on:\n- Reliability, 41 against 14\n- Payments \u0026 pricing, 60 against 10\n- Maintenance \u0026 community, 83 against 17\n\nAlso in its favour:\n- Open source\n\nWatch for: No API key, MCP server or A2A endpoint, and the /api routes need the owner's browser session.\n\n\n## Score by category\n\n| Category | Weight | Gemini Spark | Talorys | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 14 | 41 | Talorys +27 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 17 | 0 | Gemini Spark +17 |\n| Agent ergonomics | 13% (16.2 this run) | 9 | 0 | Gemini Spark +9 |\n| Security \u0026 auth | 14% (17.5 this run) | 60 | 8 | Gemini Spark +52 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 60 | Talorys +50 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 17 | 83 | Talorys +66 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 49 | 52 | Talorys +3 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **24.5 · F** | **28.9 · F** | |\n\n## Facts side by side\n\n| Fact | Gemini Spark | Talorys |\n| --- | --- | --- |\n| Kind | Platform | Platform |\n| Vendor | Google LLC | Roc Yu (rociiu) and contributors |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports | | |\n| Auth | OAuth | OAuth or key |\n| Pricing | Paid | Free |\n| x402 | no | no |\n| Licence | Proprietary hosted service under the Google Terms of Service | MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms. |\n| Read-only variant documented | no | yes |\n| llms.txt | no | no |\n| Last release | 2026-05-19 | 2026-10-12 |\n| Terms last updated | 2026-07-30 | no document linked |\n| Privacy policy last updated | 2026-09-24 | no document linked |\n| Customer content may train models | yes, with an opt-out | |\n| Terms restrict automated access | yes | |\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 | none | 978 npm/wk |\n\n## Verdicts\n\n**Gemini Spark.** Google's help pages state what Spark confirms before doing, how to delete its remote browser and code data, and the risks of prompt injection. Spark has no public API, Google calls it experimental, and it runs only with Keep Activity on, the setting under which chats are used for model training and human review.\n\n**Talorys.** Talorys is an MIT-licensed assistant its owner deploys to their own Cloudflare account, with no telemetry, a documented threat model and code-enforced confirmation for destructive tools. It is two days old at version 0.1.5, has no mail, calendar or payment connections, and no interface for an outside agent.\n\n## Before you call either\n\n### Gemini Spark\n\n1. Do not plan an integration against Spark. No public API or MCP server was found, and a person must hold a Google AI Pro or Ultra subscription\n2. Expect a confirmation request before sends, edits, purchases and web form submissions, and note that bulk changes to private Google Tasks run without one\n3. Delete remote browser data and remote code execution data in Gemini Spark Settings after a sensitive session. Deleting a task thread or Gemini Apps activity does not remove them\n4. Keep within 15 running tasks and 50 active schedules. A schedule does not run when 15 tasks are running or the usage limit is reached\n5. Treat every safety statement here as Google's own description. None was tested, and no message was sent to the service\n\n### Talorys\n\n1. Run `npx create-talorys@latest` with Node.js 22 or later and a Cloudflare login or an API token with Workers, Pages and Workers AI permissions.\n2. Don't script the /api routes. They need the owner's session cookie and CSRF header and aren't documented for other callers.\n3. Update with `npx create-talorys@latest update`. Only the latest version gets security fixes.\n\n## Questions\n\n### Which is better for AI agents, Gemini Spark or Talorys?\n\nTalorys scores 28.9 (F) on agent readiness against Gemini Spark's 24.5 (F), and leads in 4 of 7 scored categories. Gemini Spark leads on schema \u0026 documentation, agent ergonomics and security \u0026 auth.\n\n### Are Gemini Spark and Talorys open source?\n\nNo open-source release is listed for Gemini Spark. Talorys is open source (MIT (Copyright 2026 The Talorys contributors). It runs on the owner's Cloudflare account under Cloudflare's own terms.).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gemini-spark-vs-talorys.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gemini-spark-vs-talorys.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gemini-spark\", \"b\": \"talorys\"}`. From a terminal: `anchor compare gemini-spark talorys`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gemini-spark.json and https://www.anchorterminal.com/api/v1/tools/talorys.json\n\n## Other comparisons with Gemini Spark or Talorys\n\n- [AstrBot vs Gemini Spark](https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark.md)\n- [CowAgent vs Gemini Spark](https://www.anchorterminal.com/compare/cowagent-vs-gemini-spark.md)\n- [GAIA vs Gemini Spark](https://www.anchorterminal.com/compare/gaia-vs-gemini-spark.md)\n- [Gemini Spark vs Grok Bot](https://www.anchorterminal.com/compare/gemini-spark-vs-grok-bot.md)\n- [Gemini Spark vs Haven](https://www.anchorterminal.com/compare/gemini-spark-vs-haven.md)\n- [Gemini Spark vs Hermes Agent](https://www.anchorterminal.com/compare/gemini-spark-vs-hermes-agent.md)\n- [Gemini Spark vs Instinct](https://www.anchorterminal.com/compare/gemini-spark-vs-instinct.md)\n- [Gemini Spark vs IronClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-ironclaw.md)\n- [Gemini Spark vs Leon](https://www.anchorterminal.com/compare/gemini-spark-vs-leon.md)\n- [Gemini Spark vs Lindy](https://www.anchorterminal.com/compare/gemini-spark-vs-lindy.md)\n- [Gemini Spark vs nanobot](https://www.anchorterminal.com/compare/gemini-spark-vs-nanobot.md)\n- [Gemini Spark vs NanoClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-nanoclaw.md)\n- [Gemini Spark vs Dots](https://www.anchorterminal.com/compare/gemini-spark-vs-openai-dots.md)\n- [Gemini Spark vs OpenClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-openclaw.md)\n- [Gemini Spark vs PicoClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-picoclaw.md)\n- [Gemini Spark vs Poke](https://www.anchorterminal.com/compare/gemini-spark-vs-poke.md)\n- [Gemini Spark vs QwenPaw](https://www.anchorterminal.com/compare/gemini-spark-vs-qwenpaw.md)\n- [Gemini Spark vs ZeroClaw](https://www.anchorterminal.com/compare/gemini-spark-vs-zeroclaw.md)\n- [Gemini Spark vs Zo Computer](https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer.md)\n- [Gemini Spark vs Natura tinyNature](https://www.anchorterminal.com/compare/gemini-spark-vs-natura.md)\n- [Gemini Spark vs Pally](https://www.anchorterminal.com/compare/gemini-spark-vs-pally.md)\n- [Gemini Spark vs Tomo](https://www.anchorterminal.com/compare/gemini-spark-vs-tomo.md)\n- [Gemini Spark vs Wajo (Fo)](https://www.anchorterminal.com/compare/gemini-spark-vs-wajo.md)\n- [CowAgent vs Talorys](https://www.anchorterminal.com/compare/cowagent-vs-talorys.md)\n- [GAIA vs Talorys](https://www.anchorterminal.com/compare/gaia-vs-talorys.md)\n- [Grok Bot vs Talorys](https://www.anchorterminal.com/compare/grok-bot-vs-talorys.md)\n- [Haven vs Talorys](https://www.anchorterminal.com/compare/haven-vs-talorys.md)\n- [Hermes Agent vs Talorys](https://www.anchorterminal.com/compare/hermes-agent-vs-talorys.md)\n- [Instinct vs Talorys](https://www.anchorterminal.com/compare/instinct-vs-talorys.md)\n- [IronClaw vs Talorys](https://www.anchorterminal.com/compare/ironclaw-vs-talorys.md)\n- [Leon vs Talorys](https://www.anchorterminal.com/compare/leon-vs-talorys.md)\n- [Lindy vs Talorys](https://www.anchorterminal.com/compare/lindy-vs-talorys.md)\n- [nanobot vs Talorys](https://www.anchorterminal.com/compare/nanobot-vs-talorys.md)\n- [NanoClaw vs Talorys](https://www.anchorterminal.com/compare/nanoclaw-vs-talorys.md)\n- [Natura tinyNature vs Talorys](https://www.anchorterminal.com/compare/natura-vs-talorys.md)\n- [Dots vs Talorys](https://www.anchorterminal.com/compare/openai-dots-vs-talorys.md)\n- [OpenClaw vs Talorys](https://www.anchorterminal.com/compare/openclaw-vs-talorys.md)\n- [Pally vs Talorys](https://www.anchorterminal.com/compare/pally-vs-talorys.md)\n- [PicoClaw vs Talorys](https://www.anchorterminal.com/compare/picoclaw-vs-talorys.md)\n- [Poke vs Talorys](https://www.anchorterminal.com/compare/poke-vs-talorys.md)\n- [QwenPaw vs Talorys](https://www.anchorterminal.com/compare/qwenpaw-vs-talorys.md)\n- [Talorys vs Tomo](https://www.anchorterminal.com/compare/talorys-vs-tomo.md)\n- [Talorys vs Wajo (Fo)](https://www.anchorterminal.com/compare/talorys-vs-wajo.md)\n- [Talorys vs ZeroClaw](https://www.anchorterminal.com/compare/talorys-vs-zeroclaw.md)\n- [Talorys vs Zo Computer](https://www.anchorterminal.com/compare/talorys-vs-zo-computer.md)\n- [AstrBot vs Talorys](https://www.anchorterminal.com/compare/astrbot-vs-talorys.md)\n\n## Disclosure\n\n- Talorys 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)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-12", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Gemini Spark vs Talorys", "url": "" } ], "description": "Talorys scores 28.9 (F) to Gemini Spark's 24.5 (F) for assistants that remember you. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Gemini Spark F 24.5", "Talorys F 28.9", "scores" ], "h1": "Gemini Spark vs Talorys", "image": "https://www.anchorterminal.com/assets/og/compare-gemini-spark-vs-talorys.png", "path": "/compare/gemini-spark-vs-talorys", "published": "2026-10-01", "section": "tools", "title": "Gemini Spark vs Talorys for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-12", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-talorys" }, "tokens": { "markdown": 2950, "slim": 680 }, "version": 1 }