{ "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": 974, "ranked": true, "rankOf": 986, "categoryRank": 18, "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" }, "answer": "Zo Computer scores 43.1 (E) on agent readiness against Gemini Spark's 24.5 (F), and leads in 6 of 7 scored categories. Gemini Spark leads on security \u0026 auth.", "b": { "slug": "zo-computer", "name": "Zo Computer", "vendor": "Zo Computer Company", "vendorUrl": "https://www.zo.computer", "kind": "http-api", "category": "personal-assistants", "summary": "Hosted personal assistant from Zo Computer Company that runs on a cloud Linux computer assigned to each user. It answers by web chat, SMS, email, Slack, Discord and Telegram, runs scheduled automations, and has an HTTP API and MCP endpoint.", "url": "https://www.anchorterminal.com/tools/zo-computer", "markdownUrl": "https://www.anchorterminal.com/tools/zo-computer.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/zo-computer.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/zo-computer.json", "license": "Proprietary service under Zo Computer Company's terms of service", "transports": [ "http" ], "remoteUrl": "https://api.zo.computer/mcp", "packages": [], "auth": "api-key", "authNotes": "A bearer access token with the prefix `zo_sk_`, created by the owner under Settings \u003e Advanced and shown once. The same token is used for the HTTP API and the MCP endpoint, and both guides say it grants full access to the workspace. No scoped, read-only or expiring token and no OAuth flow for outside clients were found in the docs. Whether a token can be revoked individually is not stated on the pages read. `GET /models/catalog` needs no authentication. Sign-up is in a browser behind Cloudflare Turnstile.", "pricing": "freemium", "pricingNotes": "Free Trial is $0 for 14 days with no card, then ordinary computer access ends. Basic is $18 a month with $10 of AI credit, Pro $64 with $40 and Ultra $200 with $100. API and MCP access are included on all plans. Chat is billed at per-token rates on the models pages, which we did not read, and media at fixed per-request prices from $0.035. A user's own model API key can replace Zo-billed usage (checked 2026-10-12).", "priceSummary": "$18 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the API guide, the OpenAPI file, the billing guide or the pricing page, checked 12 October 2026. Billing is a Stripe subscription with prepaid credits.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-12" }, "docsUrl": "https://www.zo.computer/guide", "llmsTxt": "https://www.zo.computer/llms.txt", "openapi": "https://www.zo.computer/docs-assets/openapi.json", "capabilities": [ "assistant.proactive", "assistant.messaging", "assistant.accounts", "assistant.memory", "agent.mcp-client" ], "tags": [ "official", "hosted", "closed-source", "assistant", "mcp", "openapi", "llms-txt", "free-trial" ], "lastRelease": "2026-09-14", "graded": true, "anchor": { "graded": true, "score": 43.1, "grade": "E", "agentReady": false, "rank": 911, "ranked": true, "rankOf": 986, "categoryRank": 13, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 34, "maintenance": 68, "payments": 40, "reliability": 15, "schema": 73, "security": 37, "transparency": 60 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-12" }, "negative": 0, "verdict": "Zo publishes an OpenAPI file, Markdown docs, plan prices and a named list of the providers that receive user content. One access token grants full access to the workspace, no approval step before sending or buying was found in the reviewed docs, and no status page, rate limit or SLA is published.", "bestFor": "One person who wants a hosted assistant with its own Linux machine, reachable by text message and chat apps, and who accepts that the assistant acts on connected accounts without a documented approval step.", "strengths": [ "OpenAPI 3.1 file, llms.txt and a Markdown copy of every guide and reference page are public", "Persona permissions remove tools from a conversation, with 19 named scopes and a Read only preset", "The security page names each infrastructure, inference and tool provider and states which can see user content", "Plan prices, included AI credit and per-request media prices are public, with a 14-day trial that needs no card", "Dated weekly changelog, with nine weekly entries between 20 July and 14 September 2026" ], "weaknesses": [ "The access token for the API and MCP endpoint grants full access to the workspace, with no scoped or read-only token documented", "No approval step before sending mail, posting or buying was found. The browser guide says Zo can buy and send on signed-in sites", "No status page, incident history, rate limit figures or SLA were found on the pages read", "The privacy policy lists only email address, trackers, usage data and SMS data, and does not describe workspace files, memory or connected accounts", "Memory storage and deletion are not documented beyond a design aim and whole-account deletion or factory reset" ], "agentNotes": [ "Send `POST https://api.zo.computer/zo/ask` with `Authorization: Bearer zo_sk_...` and an `input` string. The owner creates the token under Settings \u003e Advanced", "Pass `persona_id` for a persona with a narrow tool set. The token itself carries every permission the owner has", "Set `memory_mode` to `off` to keep workspace memory out of a request. The field is in the OpenAPI file and absent from the API guide", "Do not retry `/zo/ask` blindly after a timeout. No idempotency key is documented and the request may already have sent a message", "Append `.md` to any guide or reference URL for Markdown" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "E", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 43.1 } ], "editorialScores": { "ergonomics": 34, "maintenance": 68, "payments": 40, "reliability": 15, "schema": 73, "security": 37, "transparency": 46 }, "provenanceScore": 73 }, "connect": { "http": "curl -X POST https://api.zo.computer/zo/ask \\\n -H \"Authorization: Bearer zo_sk_your_key_here\" \\\n -H \"Content-Type: application/json\" \\\n -d '{\"input\": \"Hello, Zo!\"}'", "claudeCode": "claude mcp add --transport http zo https://api.zo.computer/mcp --header \"Authorization: Bearer zo_sk_your_key_here\"", "config": { "mcpServers": { "zo": { "headers": { "Authorization": "Bearer zo_sk_your_key_here" }, "type": "http", "url": "https://api.zo.computer/mcp" } } } }, "letme": { "capability": "https://letme.dev/assistant.proactive", "tool": "https://letme.dev/zo-computer" }, "area": "frameworks", "unitPrices": [ { "item": "Basic plan", "unit": "month", "usd": 18, "note": "Includes $10 of AI credit a month." }, { "item": "Pro plan", "unit": "month", "usd": 64, "note": "Includes $40 of AI credit a month." }, { "item": "Ultra plan", "unit": "month", "usd": 200, "note": "Includes $100 of AI credit a month." } ], "provenance": { "legalEntity": "Zo Computer Company", "domain": "zo.computer", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://www.zo.computer/reference/information/terms", "privacy": "https://www.zo.computer/reference/information/privacy-policy", "statusPage": "", "changelog": "https://www.zo.computer/updates", "securityTxt": "valid", "checked": "2026-10-12", "notes": [ "The terms of service name Zo Computer Company at 13 Grattan St Unit 102, Brooklyn, NY 11206, under New York law. They were last updated on 8 August 2025.", "The terms refer to an Acceptable Use Policy that we did not find linked from the pages read.", "security.txt at www.zo.computer/.well-known/security.txt gives a contact, a policy link and an expiry of 8 April 2027.", "No status page is linked from the home page, the docs index, the security page or the help centre home page.", "The API and MCP endpoint are on api.zo.computer. The domain's registration date was not looked up.", "The X handle is the one the home page footer links." ], "score": 73 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/zo-computer.json", "live": { "slug": "zo-computer", "probe": { "target": "https://api.zo.computer/mcp", "method": "get", "lastAt": "2026-10-12T19:01:35.563750129Z", "lastOk": true, "lastStatus": 405, "lastMs": 472, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 320, "p95ms24h": 1228, "samples24h": 18, "samples30d": 18, "days": [ { "date": "2026-10-12", "probes": 18, "ok": 18 } ] }, "updatedAt": "2026-10-12T19:01:35.563750129Z" } }, "facts": [ { "a": "Platform", "b": "HTTP API", "name": "Kind" }, { "a": "Google LLC", "b": "Zo Computer Company", "name": "Vendor" }, { "a": "no (local only)", "b": "https://api.zo.computer/mcp", "name": "Hosted endpoint" }, { "a": "", "b": "HTTP", "name": "Transports" }, { "a": "OAuth", "b": "API key", "name": "Auth" }, { "a": "Paid", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary hosted service under the Google Terms of Service", "b": "Proprietary service under Zo Computer Company's terms of service", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-05-19", "b": "2026-09-14", "name": "Last release" }, { "a": "2026-07-30", "b": "2025-08-08", "name": "Terms last updated" }, { "a": "2026-09-24", "b": "2026-05-20", "name": "Privacy policy last updated" }, { "a": "yes, with an opt-out", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" } ], "faq": [ { "answer": "Zo Computer scores 43.1 (E) on agent readiness against Gemini Spark's 24.5 (F), and leads in 6 of 7 scored categories. Gemini Spark leads on security \u0026 auth.", "question": "Which is better for AI agents, Gemini Spark or Zo Computer?" }, { "answer": "No hosted endpoint is listed for Gemini Spark. Zo Computer has a hosted endpoint at https://api.zo.computer/mcp.", "question": "Can an agent call Gemini Spark and Zo Computer without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Security \u0026 auth, 60 against 37" ], "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": [ "Schema \u0026 documentation, 73 against 17", "Agent ergonomics, 34 against 9", "Payments \u0026 pricing, 40 against 10", "Maintenance \u0026 community, 68 against 17", "Transparency \u0026 trust, 60 against 49" ], "also": [ "A hosted endpoint, with nothing to install" ], "goodFor": "One person who wants a hosted assistant with its own Linux machine, reachable by text message and chat apps, and who accepts that the assistant acts on connected accounts without a documented approval step.", "slug": "zo-computer", "watchFor": "The access token for the API and MCP endpoint grants full access to the workspace, with no scoped or read-only token documented" } ], "job": { "capability": "assistant.proactive", "name": "Assistant proactive" }, "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/astrbot-vs-zo-computer.json", "title": "AstrBot vs Zo Computer", "url": "https://www.anchorterminal.com/compare/astrbot-vs-zo-computer" }, { "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/cowagent-vs-zo-computer.json", "title": "CowAgent vs Zo Computer", "url": "https://www.anchorterminal.com/compare/cowagent-vs-zo-computer" }, { "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/gaia-vs-zo-computer.json", "title": "GAIA vs Zo Computer", "url": "https://www.anchorterminal.com/compare/gaia-vs-zo-computer" }, { "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/grok-bot-vs-zo-computer.json", "title": "Grok Bot vs Zo Computer", "url": "https://www.anchorterminal.com/compare/grok-bot-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/haven-vs-zo-computer.json", "title": "Haven vs Zo Computer", "url": "https://www.anchorterminal.com/compare/haven-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/hermes-agent-vs-zo-computer.json", "title": "Hermes Agent vs Zo Computer", "url": "https://www.anchorterminal.com/compare/hermes-agent-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/instinct-vs-zo-computer.json", "title": "Instinct vs Zo Computer", "url": "https://www.anchorterminal.com/compare/instinct-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/ironclaw-vs-zo-computer.json", "title": "IronClaw vs Zo Computer", "url": "https://www.anchorterminal.com/compare/ironclaw-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/leon-vs-zo-computer.json", "title": "Leon vs Zo Computer", "url": "https://www.anchorterminal.com/compare/leon-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/lindy-vs-zo-computer.json", "title": "Lindy vs Zo Computer", "url": "https://www.anchorterminal.com/compare/lindy-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/nanobot-vs-zo-computer.json", "title": "nanobot vs Zo Computer", "url": "https://www.anchorterminal.com/compare/nanobot-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/nanoclaw-vs-zo-computer.json", "title": "NanoClaw vs Zo Computer", "url": "https://www.anchorterminal.com/compare/nanoclaw-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/openai-dots-vs-zo-computer.json", "title": "Dots vs Zo Computer", "url": "https://www.anchorterminal.com/compare/openai-dots-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/openclaw-vs-zo-computer.json", "title": "OpenClaw vs Zo Computer", "url": "https://www.anchorterminal.com/compare/openclaw-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/picoclaw-vs-zo-computer.json", "title": "PicoClaw vs Zo Computer", "url": "https://www.anchorterminal.com/compare/picoclaw-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/poke-vs-zo-computer.json", "title": "Poke vs Zo Computer", "url": "https://www.anchorterminal.com/compare/poke-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/qwenpaw-vs-zo-computer.json", "title": "QwenPaw vs Zo Computer", "url": "https://www.anchorterminal.com/compare/qwenpaw-vs-zo-computer" }, { "json": "https://www.anchorterminal.com/compare/zeroclaw-vs-zo-computer.json", "title": "ZeroClaw vs Zo Computer", "url": "https://www.anchorterminal.com/compare/zeroclaw-vs-zo-computer" } ], "scores": [ { "by": 1, "edge": "zo-computer", "gemini-spark": 14, "key": "reliability", "name": "Reliability", "weight": 16, "zo-computer": 15 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 56, "edge": "zo-computer", "gemini-spark": 17, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13, "zo-computer": 73 }, { "by": 25, "edge": "zo-computer", "gemini-spark": 9, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13, "zo-computer": 34 }, { "by": 23, "edge": "gemini-spark", "gemini-spark": 60, "key": "security", "name": "Security \u0026 auth", "weight": 14, "zo-computer": 37 }, { "by": 30, "edge": "zo-computer", "gemini-spark": 10, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10, "zo-computer": 40 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 51, "edge": "zo-computer", "gemini-spark": 17, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7, "zo-computer": 68 }, { "by": 11, "edge": "zo-computer", "gemini-spark": 49, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7, "zo-computer": 60 } ], "summary": "Zo Computer scores 43.1 (E) on agent readiness against Gemini Spark's 24.5 (F), and leads in 6 of 7 scored categories. Gemini Spark leads on security \u0026 auth. Both do assistant proactive.", "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.", "zo-computer": "Zo publishes an OpenAPI file, Markdown docs, plan prices and a named list of the providers that receive user content. One access token grants full access to the workspace, no approval step before sending or buying was found in the reviewed docs, and no status page, rate limit or SLA is published." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer", "json": "https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer.md", "slim": "https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer.min.md" }, "markdown": "Zo Computer scores 43.1 (E) on agent readiness against Gemini Spark's 24.5 (F), and leads in 6 of 7 scored categories. Gemini Spark leads on security \u0026 auth. Both do assistant proactive.\n\n- Gemini Spark: grade F, 24.5/100, rank #974 of 986. Markdown https://www.anchorterminal.com/tools/gemini-spark.md · JSON https://www.anchorterminal.com/api/v1/tools/gemini-spark.json\n- Zo Computer: grade E, 43.1/100, rank #911 of 986. Markdown https://www.anchorterminal.com/tools/zo-computer.md · JSON https://www.anchorterminal.com/api/v1/tools/zo-computer.json\n- Best AI personal assistants that act for one person: https://www.anchorterminal.com/best/personal-assistants/index.md\n- All 190 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- Security \u0026 auth, 60 against 37\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### Zo Computer (E)\n\nGood for: One person who wants a hosted assistant with its own Linux machine, reachable by text message and chat apps, and who accepts that the assistant acts on connected accounts without a documented approval step.\n\nAhead on:\n- Schema \u0026 documentation, 73 against 17\n- Agent ergonomics, 34 against 9\n- Payments \u0026 pricing, 40 against 10\n- Maintenance \u0026 community, 68 against 17\n- Transparency \u0026 trust, 60 against 49\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: The access token for the API and MCP endpoint grants full access to the workspace, with no scoped or read-only token documented\n\n\n## Score by category\n\n| Category | Weight | Gemini Spark | Zo Computer | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 14 | 15 | Zo Computer +1 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 17 | 73 | Zo Computer +56 |\n| Agent ergonomics | 13% (16.2 this run) | 9 | 34 | Zo Computer +25 |\n| Security \u0026 auth | 14% (17.5 this run) | 60 | 37 | Gemini Spark +23 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 40 | Zo Computer +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 17 | 68 | Zo Computer +51 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 49 | 60 | Zo Computer +11 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **24.5 · F** | **43.1 · E** | |\n\n## Facts side by side\n\n| Fact | Gemini Spark | Zo Computer |\n| --- | --- | --- |\n| Kind | Platform | HTTP API |\n| Vendor | Google LLC | Zo Computer Company |\n| Hosted endpoint | no (local only) | `https://api.zo.computer/mcp` |\n| Transports | | HTTP |\n| Auth | OAuth | API key |\n| Pricing | Paid | Freemium |\n| x402 | no | no |\n| Licence | Proprietary hosted service under the Google Terms of Service | Proprietary service under Zo Computer Company's terms of service |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| Last release | 2026-05-19 | 2026-09-14 |\n| Terms last updated | 2026-07-30 | 2025-08-08 |\n| Privacy policy last updated | 2026-09-24 | 2026-05-20 |\n| Customer content may train models | yes, with an opt-out | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\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**Zo Computer.** Zo publishes an OpenAPI file, Markdown docs, plan prices and a named list of the providers that receive user content. One access token grants full access to the workspace, no approval step before sending or buying was found in the reviewed docs, and no status page, rate limit or SLA is published.\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### Zo Computer\n\n1. Send `POST https://api.zo.computer/zo/ask` with `Authorization: Bearer zo_sk_...` and an `input` string. The owner creates the token under Settings \u003e Advanced\n2. Pass `persona_id` for a persona with a narrow tool set. The token itself carries every permission the owner has\n3. Set `memory_mode` to `off` to keep workspace memory out of a request. The field is in the OpenAPI file and absent from the API guide\n4. Do not retry `/zo/ask` blindly after a timeout. No idempotency key is documented and the request may already have sent a message\n5. Append `.md` to any guide or reference URL for Markdown\n\n## Questions\n\n### Which is better for AI agents, Gemini Spark or Zo Computer?\n\nZo Computer scores 43.1 (E) on agent readiness against Gemini Spark's 24.5 (F), and leads in 6 of 7 scored categories. Gemini Spark leads on security \u0026 auth.\n\n### Can an agent call Gemini Spark and Zo Computer without installing anything?\n\nNo hosted endpoint is listed for Gemini Spark. Zo Computer has a hosted endpoint at https://api.zo.computer/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gemini-spark\", \"b\": \"zo-computer\"}`. From a terminal: `anchor compare gemini-spark zo-computer`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gemini-spark.json and https://www.anchorterminal.com/api/v1/tools/zo-computer.json\n\n## Other comparisons with Gemini Spark or Zo Computer\n\n- [AstrBot vs Gemini Spark](https://www.anchorterminal.com/compare/astrbot-vs-gemini-spark.md)\n- [AstrBot vs Zo Computer](https://www.anchorterminal.com/compare/astrbot-vs-zo-computer.md)\n- [CowAgent vs Gemini Spark](https://www.anchorterminal.com/compare/cowagent-vs-gemini-spark.md)\n- [CowAgent vs Zo Computer](https://www.anchorterminal.com/compare/cowagent-vs-zo-computer.md)\n- [GAIA vs Gemini Spark](https://www.anchorterminal.com/compare/gaia-vs-gemini-spark.md)\n- [GAIA vs Zo Computer](https://www.anchorterminal.com/compare/gaia-vs-zo-computer.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- [Grok Bot vs Zo Computer](https://www.anchorterminal.com/compare/grok-bot-vs-zo-computer.md)\n- [Haven vs Zo Computer](https://www.anchorterminal.com/compare/haven-vs-zo-computer.md)\n- [Hermes Agent vs Zo Computer](https://www.anchorterminal.com/compare/hermes-agent-vs-zo-computer.md)\n- [Instinct vs Zo Computer](https://www.anchorterminal.com/compare/instinct-vs-zo-computer.md)\n- [IronClaw vs Zo Computer](https://www.anchorterminal.com/compare/ironclaw-vs-zo-computer.md)\n- [Leon vs Zo Computer](https://www.anchorterminal.com/compare/leon-vs-zo-computer.md)\n- [Lindy vs Zo Computer](https://www.anchorterminal.com/compare/lindy-vs-zo-computer.md)\n- [nanobot vs Zo Computer](https://www.anchorterminal.com/compare/nanobot-vs-zo-computer.md)\n- [NanoClaw vs Zo Computer](https://www.anchorterminal.com/compare/nanoclaw-vs-zo-computer.md)\n- [Dots vs Zo Computer](https://www.anchorterminal.com/compare/openai-dots-vs-zo-computer.md)\n- [OpenClaw vs Zo Computer](https://www.anchorterminal.com/compare/openclaw-vs-zo-computer.md)\n- [PicoClaw vs Zo Computer](https://www.anchorterminal.com/compare/picoclaw-vs-zo-computer.md)\n- [Poke vs Zo Computer](https://www.anchorterminal.com/compare/poke-vs-zo-computer.md)\n- [QwenPaw vs Zo Computer](https://www.anchorterminal.com/compare/qwenpaw-vs-zo-computer.md)\n- [ZeroClaw vs Zo Computer](https://www.anchorterminal.com/compare/zeroclaw-vs-zo-computer.md)\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 Zo Computer", "url": "" } ], "description": "Zo Computer scores 43.1 (E) to Gemini Spark's 24.5 (F) for assistant proactive. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Gemini Spark F 24.5", "Zo Computer E 43.1", "scores" ], "h1": "Gemini Spark vs Zo Computer", "image": "https://www.anchorterminal.com/assets/og/compare-gemini-spark-vs-zo-computer.png", "path": "/compare/gemini-spark-vs-zo-computer", "published": "2026-10-01", "section": "tools", "title": "Gemini Spark vs Zo Computer for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-12", "url": "https://www.anchorterminal.com/compare/gemini-spark-vs-zo-computer" }, "tokens": { "markdown": 2750, "slim": 680 }, "version": 1 }