{ "data": { "a": { "slug": "google-cloud-translation", "name": "Google Cloud Translation", "vendor": "Google Cloud", "vendorUrl": "https://cloud.google.com/translate", "kind": "http-api", "category": "translation", "summary": "Google's API for translating text and documents.", "url": "https://www.anchorterminal.com/tools/google-cloud-translation", "markdownUrl": "https://www.anchorterminal.com/tools/google-cloud-translation.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/google-cloud-translation.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/google-cloud-translation.json", "repo": "https://github.com/googleapis/google-cloud-python/tree/main/packages/google-cloud-translate", "license": "Apache-2.0 (SDKs)", "transports": [ "http" ], "remoteUrl": "https://translation.googleapis.com", "packages": [ { "registry": "pypi", "name": "google-cloud-translate" }, { "registry": "npm", "name": "@google-cloud/translate" } ], "auth": "mixed", "authNotes": "Basic (v2) takes an API key. Advanced (v3) doesn't and needs an OAuth 2.0 bearer token from a service account or Application Default Credentials, on a project with billing and the API turned on.", "pricing": "freemium", "pricingNotes": "NMT text translation, Basic or Advanced, is $20 per million characters after the first 500,000 a month, which a $10 monthly credit covers. Over 1 billion a month is by quote. Detection is free alongside translation. The Translation LLM is $10 per million input characters plus $10 per million output, adaptive translation $25 plus $25 and custom Translation LLM $20 plus $20. Custom AutoML models cost $80 per million falling to $30 past 4 billion, with training at $45 an hour capped at $300 a job. Document translation is $0.08 a page with NMT and $0.25 with a custom model. Every character counts, whitespace and HTML tags included, an empty query bills one character, and batch jobs bill once per target language. The free credit doesn't roll over or cover document translation (https://cloud.google.com/translate/pricing).", "priceSummary": "$80 / 1k pages", "where": "hosted", "x402": { "level": "no", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 561058, "pypiWeekly": 2331172, "asOf": "2026-09-30" }, "docsUrl": "https://docs.cloud.google.com/translate/docs", "capabilities": [ "translate.text", "translate.documents", "translate.glossary", "translate.detect" ], "tags": [ "hosted", "freemium", "free-tier", "closed-source", "python", "typescript", "enterprise", "batch", "async-jobs", "card-required" ], "lastRelease": "2026-04-09", "graded": true, "anchor": { "graded": true, "score": 68.1, "grade": "B", "agentReady": false, "rank": 261, "ranked": true, "rankOf": 1223, "categoryRank": 6, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 74, "maintenance": 38, "payments": 20, "reliability": 90, "schema": 70, "security": 80, "transparency": 79 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "high", "date": "2026-10-01" }, "negative": 0, "verdict": "500,000 free characters a month from a $10 credit, and only successful translations bill. Basic (v2) documents the API key as a URL query parameter.", "bestFor": "Agents on Google Cloud that want high quotas, clear data terms and a choice of NMT, LLM or adaptive translation with glossaries.", "strengths": [ "500,000 free characters a month from a $10 credit, and only successful translations bill", "Content held in memory only, not used for training, not shared", "6 million characters a minute per project by default", "99.9 per cent monthly SLA for Basic and Advanced", "Glossaries work with NMT, the Translation LLM and adaptive translation" ], "weaknesses": [ "Basic (v2) documents the API key as a URL query parameter", "Quota errors come back as 403, not 429", "No formality control, no MCP server and no llms.txt", "Release notes have one entry in the past year and miss API changes the SDKs show", "Tags and whitespace count as billed characters" ], "agentNotes": [ "Use v2 with an API key for plain text and v3 for glossaries, documents and the Translation LLM", "Set `mimeType` to text/plain on v3 when the input isn't HTML", "Back off on 403 User Rate Limit Exceeded as you would on a 429", "Leave the source language empty rather than calling detect first, since detection with translation is free", "Keep requests near 5,000 characters. v3 rejects more than 30,000 code points" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3.5, "history": [ { "basis": "public evidence", "confidence": "high", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 68.1 } ], "editorialScores": { "ergonomics": 74, "maintenance": 38, "payments": 20, "reliability": 90, "schema": 70, "security": 80, "transparency": 60 }, "provenanceScore": 98, "checked": { "categories": { "ergonomics": "2026-10-01", "maintenance": "2026-10-01", "payments": "2026-10-01", "reliability": "2026-10-01", "schema": "2026-10-01", "security": "2026-10-01", "transparency": "2026-10-01" }, "last": "2026-10-01", "lastMoved": "2026-10-08", "oldest": "2026-10-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install google-cloud-translate # or: npm i @google-cloud/translate", "http": "curl -X POST \"https://translation.googleapis.com/v3/projects/$GOOGLE_CLOUD_PROJECT/locations/global:translateText\" \\\n -H \"Authorization: Bearer $(gcloud auth print-access-token)\" -H \"Content-Type: application/json\" \\\n -d '{\"contents\":[\"Your table is booked for seven.\"],\"targetLanguageCode\":\"fr\",\"mimeType\":\"text/plain\"}'" }, "letme": { "capability": "https://letme.dev/translate.text", "tool": "https://letme.dev/google-cloud-translation" }, "sameCompany": [ "gemini-api", "gemini-embedding", "vertex-ai-tuning", "google-model-armor", "google-imagen", "google-veo", "google-lyria", "google-speech-to-text", "gemini-live", "google-adk", "google-secret-manager", "google-cloud-document-ai", "google-weather-api", "chrome-devtools-mcp", "google-maps-platform", "google-calendar-api", "firebase-cloud-messaging", "google-drive-api", "gemini-enterprise", "gemini-cli", "google-search-console", "google-ads-api", "google-forms", "google-sheets-api", "gmail-api", "google-people-api" ], "area": "everyday", "unitPrices": [ { "item": "NMT text translation", "unit": "1m-chars", "usd": 20, "note": "Basic or Advanced, after 500,000 free characters a month" }, { "item": "Translation LLM input", "unit": "1m-chars", "usd": 10, "note": "Plus $10 per million output characters" }, { "item": "Translation LLM output", "unit": "1m-chars", "usd": 10 }, { "item": "Adaptive translation input", "unit": "1m-chars", "usd": 25, "note": "Plus $25 per million output characters" }, { "item": "Custom AutoML model, first tier", "unit": "1m-chars", "usd": 80, "note": "500,000 to 250 million characters a month, down to $30 past 4 billion" }, { "item": "Document translation (NMT)", "unit": "1k-pages", "usd": 80, "note": "$0.08 a page" } ], "provenance": { "legalEntity": "Google LLC", "domain": "google.com", "domainRegistered": "1997-09-15", "domainNote": "The endpoint is on googleapis.com, Google's API domain.", "endpointOnVendorDomain": true, "terms": "https://cloud.google.com/terms", "privacy": "https://policies.google.com/privacy", "statusPage": "https://status.cloud.google.com", "changelog": "https://docs.cloud.google.com/translate/docs/release-notes", "securityTxt": "valid", "checked": "2026-09-30", "notes": [ "google.com/.well-known/security.txt expires on 2030-04-01." ], "score": 98 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/google-cloud-translation.json", "live": { "slug": "google-cloud-translation", "probe": { "target": "https://translation.googleapis.com", "method": "get", "lastAt": "2026-10-30T06:18:41.228411123Z", "lastOk": true, "lastStatus": 404, "lastMs": 67, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 66, "p95ms24h": 121, "samples24h": 249, "samples30d": 7314, "days": [ { "date": "2026-10-01", "probes": 109, "ok": 109 }, { "date": "2026-10-02", "probes": 248, "ok": 248 }, { "date": "2026-10-03", "probes": 271, "ok": 271 }, { "date": "2026-10-04", "probes": 272, "ok": 272 }, { "date": "2026-10-05", "probes": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 272 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 251 }, { "date": "2026-10-29", "probes": 248, "ok": 248 }, { "date": "2026-10-30", "probes": 66, "ok": 66 } ] }, "vendorStatus": { "page": "https://status.cloud.google.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-09T07:57:59.292753982Z" }, "versions": [ { "registry": "github", "name": "googleapis/google-cloud-python", "version": "google-api-core-v2.43.1", "released": "2026-10-28", "seenAt": "2026-10-29T13:10:42.680687321Z" }, { "registry": "npm", "name": "@google-cloud/translate", "version": "10.3.0", "seenAt": "2026-10-29T13:10:41.651558565Z" }, { "registry": "pypi", "name": "google-cloud-translate", "version": "3.28.0", "released": "2026-10-01", "seenAt": "2026-10-29T13:10:41.547316924Z" } ], "githubStars": 5414, "npmWeekly": 625600, "pypiWeekly": 2330327, "securityTxt": { "url": "https://google.com/.well-known/security.txt", "state": "valid", "expires": "2030-04-01T00:00:00z", "checkedAt": "2026-10-29T15:35:35.613044641Z" }, "domain": { "domain": "google.com", "registered": "1997-09-15", "source": "https://rdap.verisign.com/com/v1/domain/google.com", "checkedAt": "2026-10-25T13:58:30.655543202Z" }, "pages": [ { "url": "https://docs.cloud.google.com/translate/docs/release-notes", "kind": "changelog", "status": 200, "checkedAt": "2026-10-30T05:37:00.058698394Z", "changedAt": "2026-10-16T22:21:49.767748225Z", "fingerprint": "a63a8bf276e5" }, { "url": "https://cloud.google.com/translate/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-30T05:33:29.005961679Z", "changedAt": "2026-10-16T22:18:54.825665819Z", "fingerprint": "bf1cacc1b902" }, { "url": "https://cloud.google.com/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-08T18:16:24.0781454Z", "changedAt": "2026-10-08T18:16:24.0781454Z", "fingerprint": "92f14ada0b50" } ], "github": { "repo": "googleapis/google-cloud-python", "checkedAt": "2026-10-26T07:31:32.964386906Z", "stars": 5414, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-23T20:35:45Z", "openIssues": 461, "openPRs": 161, "issuesOpened90d": 120, "issuesClosed90d": 121, "prsMerged90d": 542, "ci": { "branch": "main", "runs": 50, "success": 48, "failure": 2, "other": 0, "latest": "success", "latestAt": "2026-10-23T20:45:55Z" }, "replies": { "sampled": 25, "unanswered": 21, "medianDays": 0.9 } }, "updatedAt": "2026-10-30T06:18:41.228411123Z" } }, "answer": "Google Cloud Translation scores 68.1 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 5 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community.", "b": { "slug": "smartcat", "name": "Smartcat", "vendor": "Smartcat Platform Inc.", "vendorUrl": "https://www.smartcat.com", "kind": "http-api", "category": "translation", "summary": "Smartcat is a hosted AI translation and localisation platform with projects, translation memories, glossaries and a linguist marketplace. Agents reach it through a REST API with webhooks, a real-time translation endpoint and a command-line tool.", "url": "https://www.anchorterminal.com/tools/smartcat", "markdownUrl": "https://www.anchorterminal.com/tools/smartcat.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/smartcat.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/smartcat.json", "repo": "https://github.com/smartcatai/SmartCAT-API", "license": "Proprietary service under Smartcat's Terms of Use and Customer Agreement. The PHP client on GitHub is GPL-3.0-or-later, and the CLI ships as closed binaries", "transports": [ "http" ], "remoteUrl": "https://smartcat.ai/api/integration", "packages": [ { "registry": "packagist", "name": "smartcat/smartcat-api" } ], "auth": "api-key", "authNotes": "A company account is needed, and freelancer accounts can't use the API. An administrator creates API keys under Settings, API, and several keys can exist. Every call sends HTTP Basic authentication with the account ID as user name and the key as password. No scopes, expiry or read-only keys are documented. The CLI stores the workspace ID and key in a local config file or reads `SMARTCAT_API_TOKEN`.", "pricing": "paid", "pricingNotes": "API access is listed from the Anticipate plan, $60,000 a year with 2,000,000 Smartwords per the help centre (20 October 2026). Adapt is $1,200 and Accelerate $24,000 a year, without API access in the plan table. The pricing page (26 October 2026) shows Adapt from $1,200 and the other plans as custom. Usage is 1 Smartword per source word per target language, with 100 per cent TM matches and repetitions free. A 15-day trial with 15,000 Smartwords needs no card, and the pricing FAQ says it includes API access, which the plan table and trial article don't show (checked 2026-10-29).", "priceSummary": "$100 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the developer guides, the API reference, the OpenAPI file or the pricing pages (checked 2026-10-29). Plans are billed annually by contract or card.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 6, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-29" }, "docsUrl": "https://developers.smartcat.com", "openapi": "https://smartcat.com/api/methods/v1/swagger.json", "capabilities": [ "translate.text", "translate.documents", "translate.glossary" ], "tags": [ "hosted", "official", "closed-source", "openapi", "webhooks", "cli", "php", "trial", "no-card", "status-page", "soc2", "enterprise", "sales-led" ], "lastRelease": "2026-10-16", "graded": true, "anchor": { "graded": true, "score": 54.3, "grade": "C", "agentReady": false, "rank": 810, "ranked": true, "rankOf": 1223, "categoryRank": 10, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 57, "maintenance": 69, "payments": 25, "reliability": 56, "schema": 67, "security": 42, "transparency": 74 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-29" }, "negative": 0, "verdict": "Smartcat's REST API covers projects, documents, translation memories, glossaries, webhooks and a real-time translate call, with published rate limits, Retry-After on 429 and an audit log endpoint. Keys are account-wide with no documented scopes, the status page lists two incidents of an hour or more in 90 days, and API access is listed only from the $60,000-a-year Anticipate plan.", "bestFor": "Agents that run translation projects for a team already on a Smartcat Anticipate or higher plan, such as uploading documents, applying translation memories and glossaries, exporting results and calling real-time translation from an app.", "strengths": [ "Rate limits published per method group, with Retry-After on 429 and `x-rate-limit-remaining` and `x-rate-limit-reset` on other responses", "A public OpenAPI 3.0.1 file with 187 operations at smartcat.com/api/methods/v1/swagger.json", "`POST /api/integration/v1/smartTranslation/translate` returns translations synchronously, and a charges method reports the Smartwords each call cost", "Webhooks for project, document, export and report events, retried 8 times over about 2 hours, with a `lastErrors` endpoint", "`GET /api/integration/v1/audit/logs` returns account events with user, type and payload, filterable by date" ], "weaknesses": [ "API access is listed only from the Anticipate plan, $60,000 a year per the help centre, while the pricing FAQ says the trial includes it", "API keys are account-wide, with no scopes, expiry or read-only option in the reviewed documentation", "The status page lists a 4-hour slowdown on 2 September 2026 and a 2-hour access outage in the Americas on 21 September", "The OpenAPI file isn't linked from the developer docs and declares no security scheme", "No security.txt, disclosure policy or bug bounty was found, and SOC 2 Type II is a claim on Smartcat's pages", "The only official client is the PHP library, and the developer docs have no llms.txt or Markdown copies" ], "agentNotes": [ "Send `Authorization: Basic` with base64 of `accountId:apiKey` to the account's region host, https://smartcat.ai, https://us.smartcat.ai or https://ea.smartcat.ai.", "On 429, wait the seconds in Retry-After before retrying. The 429 itself carries no `x-rate-limit-*` headers.", "Create a smart translation profile in the web app first and pass its ID as `profile` to `smartTranslation/translate`.", "Store each `requestUid` and look charges up later with `smartTranslation/charges`, since the translate response doesn't include the cost.", "Treat callbacks as hints and poll project, document or export status as a fallback, because failed deliveries are dropped after the last retry." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 54.3 } ], "editorialScores": { "ergonomics": 57, "maintenance": 69, "payments": 25, "reliability": 56, "schema": 67, "security": 42, "transparency": 56 }, "provenanceScore": 91, "checked": { "categories": { "ergonomics": "2026-10-29", "maintenance": "2026-10-29", "payments": "2026-10-29", "reliability": "2026-10-29", "schema": "2026-10-29", "security": "2026-10-29", "transparency": "2026-10-29" }, "last": "2026-10-29", "oldest": "2026-10-29", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "composer require smartcat/smartcat-api", "http": "curl -X POST https://smartcat.ai/api/integration/v1/smartTranslation/translate -u \"$SMARTCAT_ACCOUNT_ID:$SMARTCAT_API_KEY\" -H 'Content-Type: application/json' -d '{\"sourceLanguage\": \"en\", \"targetLanguages\": [\"de\"], \"profile\": \"PROFILE_ID\", \"texts\": [{\"text\": \"Your order has shipped.\"}]}'" }, "letme": { "capability": "https://letme.dev/translate.text", "tool": "https://letme.dev/smartcat" }, "area": "everyday", "unitPrices": [ { "item": "Adapt (100,000 Smartwords a year, no API access)", "unit": "month", "usd": 100, "note": "$1,200 a year billed annually, help centre and pricing page, checked 29 October 2026" }, { "item": "Accelerate (1,000,000 Smartwords a year, no API access)", "unit": "month", "usd": 2000, "note": "$24,000 a year billed annually per the help centre of 20 October 2026; the pricing page shows custom" }, { "item": "Anticipate (2,000,000 Smartwords a year, API access)", "unit": "month", "usd": 5000, "note": "$60,000 a year billed annually per the help centre of 20 October 2026; the pricing page shows custom" } ], "provenance": { "legalEntity": "Smartcat Platform Inc.", "domain": "smartcat.com", "domainRegistered": "1999-11-29", "endpointOnVendorDomain": true, "terms": "https://www.smartcat.com/legal/terms/", "privacy": "https://www.smartcat.com/legal/privacy-policy/", "statusPage": "https://status.smartcat.ai", "changelog": "https://developers.smartcat.com/changelog/", "securityTxt": "none", "checked": "2026-10-29", "notes": [ "The Terms of Use (last updated 18 September 2026) name Smartcat Platform Inc., registered in the United States, or Smartcat Europe B.V., Strawinskylaan 903, 1077 XX Amsterdam, registration 859832880, depending on the agreement. Personal users contract with Smartcat Platform Inc. The notice address is 2810 N Church St PMB 50985, Wilmington, Delaware.", "Customer accounts also fall under the Customer Agreement (last updated 22 September 2026) and the DPA (last updated 17 September 2025). The privacy policy was last updated 23 June 2026.", "The API answers on smartcat.ai, us.smartcat.ai and ea.smartcat.ai. smartcat.ai redirects to smartcat.com, and the Swagger UI and OpenAPI file are on smartcat.com.", "status.smartcat.com redirects to status.smartcat.ai, a Statuspage site whose robots.txt disallows /api/.", "www.smartcat.com/.well-known/security.txt and developers.smartcat.com/.well-known/security.txt return 404.", "RDAP for smartcat.com gives a registration date of 1999-11-29. The domain predates the company, which its CEO dates to 2013.", "firstReleased is the creation date of the smartcatai/SmartCAT-API PHP client repository, the earliest first-hand sign of the API found." ], "score": 91 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/smartcat.json", "live": { "slug": "smartcat", "probe": { "target": "https://smartcat.ai/api/integration", "method": "get", "lastAt": "2026-10-30T06:18:57.44880007Z", "lastOk": true, "lastStatus": 401, "lastMs": 72, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 90, "p95ms24h": 111, "samples24h": 61, "samples30d": 61, "days": [ { "date": "2026-10-30", "probes": 61, "ok": 61 } ] }, "vendorStatus": { "page": "https://status.smartcat.ai", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-30T06:22:16.445341966Z" }, "pages": [ { "url": "https://developers.smartcat.com/changelog/", "kind": "changelog", "status": 200, "checkedAt": "2026-10-30T05:36:00.347968021Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "117b6d9bbace" }, { "url": "https://www.smartcat.com/legal/privacy-policy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-30T06:00:42.801062434Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "15322db3878b" }, { "url": "https://www.smartcat.com/legal/terms/", "kind": "terms", "status": 200, "checkedAt": "2026-10-30T06:00:45.21576571Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "447a9ec86d1d" } ], "updatedAt": "2026-10-30T06:22:16.445341966Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Google Cloud", "b": "Smartcat Platform Inc.", "name": "Vendor" }, { "a": "https://translation.googleapis.com", "b": "https://smartcat.ai/api/integration", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Paid", "name": "Pricing" }, { "a": "$20 per 1M characters", "b": "not published", "name": "Price for translation" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0 (SDKs)", "b": "Proprietary service under Smartcat's Terms of Use and Customer Agreement. The PHP client on GitHub is GPL-3.0-or-later, and the CLI ships as closed binaries", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "no", "name": "llms.txt" }, { "a": "2026-04-09", "b": "2026-10-16", "name": "Last release" }, { "a": "2026-09-02", "b": "", "name": "Terms last updated" }, { "a": "2026-10-01", "b": "", "name": "Privacy policy last updated" }, { "a": "yes", "b": "", "name": "Customer content may train models" }, { "a": "not found in the text", "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": "561k npm/wk, 2.3M PyPI/wk", "b": "6 stars", "name": "Popularity" }, { "a": "3.5/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Google Cloud Translation scores 68.1 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 5 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community.", "question": "Which is better for AI agents, Google Cloud Translation or Smartcat?" }, { "answer": "Google Cloud Translation takes an API key or an OAuth sign-in. Smartcat needs an API key.", "question": "Do Google Cloud Translation and Smartcat need an API key?" }, { "answer": "Yes. Google Cloud Translation has a hosted endpoint at https://translation.googleapis.com and Smartcat at https://smartcat.ai/api/integration.", "question": "Can an agent call Google Cloud Translation and Smartcat without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 90 against 56", "Agent ergonomics, 74 against 57", "Security \u0026 auth, 80 against 42", "Transparency \u0026 trust, 79 against 74" ], "also": null, "goodFor": "Agents on Google Cloud that want high quotas, clear data terms and a choice of NMT, LLM or adaptive translation with glossaries.", "slug": "google-cloud-translation", "watchFor": "Basic (v2) documents the API key as a URL query parameter" }, { "aheadOn": [ "Payments \u0026 pricing, 25 against 20", "Maintenance \u0026 community, 69 against 38" ], "also": [ "Free to start without a card" ], "goodFor": "Agents that run translation projects for a team already on a Smartcat Anticipate or higher plan, such as uploading documents, applying translation memories and glossaries, exporting results and calling real-time translation from an app.", "slug": "smartcat", "watchFor": "API access is listed only from the Anticipate plan, $60,000 a year per the help centre, while the pricing FAQ says the trial includes it" } ], "job": { "capability": "translate.text", "name": "Translation" }, "others": [ { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-google-cloud-translation.json", "title": "Amazon Translate vs Google Cloud Translation", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-google-cloud-translation" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat.json", "title": "Amazon Translate vs Smartcat", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/azure-translator-vs-google-cloud-translation.json", "title": "Azure Translator vs Google Cloud Translation", "url": "https://www.anchorterminal.com/compare/azure-translator-vs-google-cloud-translation" }, { "json": "https://www.anchorterminal.com/compare/azure-translator-vs-smartcat.json", "title": "Azure Translator vs Smartcat", "url": "https://www.anchorterminal.com/compare/azure-translator-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/crowdin-vs-google-cloud-translation.json", "title": "Crowdin vs Google Cloud Translation", "url": "https://www.anchorterminal.com/compare/crowdin-vs-google-cloud-translation" }, { "json": "https://www.anchorterminal.com/compare/crowdin-vs-smartcat.json", "title": "Crowdin vs Smartcat", "url": "https://www.anchorterminal.com/compare/crowdin-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/deepl-api-vs-google-cloud-translation.json", "title": "DeepL API vs Google Cloud Translation", "url": "https://www.anchorterminal.com/compare/deepl-api-vs-google-cloud-translation" }, { "json": "https://www.anchorterminal.com/compare/deepl-api-vs-smartcat.json", "title": "DeepL API vs Smartcat", "url": "https://www.anchorterminal.com/compare/deepl-api-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lara-translate.json", "title": "Google Cloud Translation vs Lara Translate API", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lara-translate" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-libretranslate.json", "title": "Google Cloud Translation vs LibreTranslate", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-libretranslate" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lingo-dev.json", "title": "Google Cloud Translation vs Lingo.dev", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lingo-dev" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lingvanex.json", "title": "Google Cloud Translation vs Lingvanex Translation API", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lingvanex" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lokalise.json", "title": "Google Cloud Translation vs Lokalise", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-lokalise" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-phrase.json", "title": "Google Cloud Translation vs Phrase", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-systran.json", "title": "Google Cloud Translation vs SYSTRAN Translate API", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-systran" }, { "json": "https://www.anchorterminal.com/compare/lara-translate-vs-smartcat.json", "title": "Lara Translate API vs Smartcat", "url": "https://www.anchorterminal.com/compare/lara-translate-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/libretranslate-vs-smartcat.json", "title": "LibreTranslate vs Smartcat", "url": "https://www.anchorterminal.com/compare/libretranslate-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/lingo-dev-vs-smartcat.json", "title": "Lingo.dev vs Smartcat", "url": "https://www.anchorterminal.com/compare/lingo-dev-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/lingvanex-vs-smartcat.json", "title": "Lingvanex Translation API vs Smartcat", "url": "https://www.anchorterminal.com/compare/lingvanex-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/lokalise-vs-smartcat.json", "title": "Lokalise vs Smartcat", "url": "https://www.anchorterminal.com/compare/lokalise-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/phrase-vs-smartcat.json", "title": "Phrase vs Smartcat", "url": "https://www.anchorterminal.com/compare/phrase-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/smartcat-vs-systran.json", "title": "Smartcat vs SYSTRAN Translate API", "url": "https://www.anchorterminal.com/compare/smartcat-vs-systran" } ], "scores": [ { "by": 34, "edge": "google-cloud-translation", "google-cloud-translation": 90, "key": "reliability", "name": "Reliability", "smartcat": 56, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 3, "edge": "google-cloud-translation", "google-cloud-translation": 70, "key": "schema", "name": "Schema \u0026 documentation", "smartcat": 67, "weight": 13 }, { "by": 17, "edge": "google-cloud-translation", "google-cloud-translation": 74, "key": "ergonomics", "name": "Agent ergonomics", "smartcat": 57, "weight": 13 }, { "by": 38, "edge": "google-cloud-translation", "google-cloud-translation": 80, "key": "security", "name": "Security \u0026 auth", "smartcat": 42, "weight": 14 }, { "by": 5, "edge": "smartcat", "google-cloud-translation": 20, "key": "payments", "name": "Payments \u0026 pricing", "smartcat": 25, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 31, "edge": "smartcat", "google-cloud-translation": 38, "key": "maintenance", "name": "Maintenance \u0026 community", "smartcat": 69, "weight": 7 }, { "by": 5, "edge": "google-cloud-translation", "google-cloud-translation": 79, "key": "transparency", "name": "Transparency \u0026 trust", "smartcat": 74, "weight": 7 } ], "summary": "Google Cloud Translation scores 68.1 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 5 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community. Both do translation.", "tutorials": [], "verdicts": { "google-cloud-translation": "500,000 free characters a month from a $10 credit, and only successful translations bill. Basic (v2) documents the API key as a URL query parameter.", "smartcat": "Smartcat's REST API covers projects, documents, translation memories, glossaries, webhooks and a real-time translate call, with published rate limits, Retry-After on 429 and an audit log endpoint. Keys are account-wide with no documented scopes, the status page lists two incidents of an hour or more in 90 days, and API access is listed only from the $60,000-a-year Anticipate plan." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat", "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat.min.md" }, "markdown": "Google Cloud Translation scores 68.1 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 5 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community. Both do translation.\n\n- Google Cloud Translation: grade B, 68.1/100, rank #261 of 1223. Markdown https://www.anchorterminal.com/tools/google-cloud-translation.md · JSON https://www.anchorterminal.com/api/v1/tools/google-cloud-translation.json\n- Smartcat: grade C, 54.3/100, rank #810 of 1223. Markdown https://www.anchorterminal.com/tools/smartcat.md · JSON https://www.anchorterminal.com/api/v1/tools/smartcat.json\n- Best machine translation APIs for AI agents: https://www.anchorterminal.com/best/translation/index.md\n- All 78 translation comparisons: https://www.anchorterminal.com/compare/translation/index.md\n\n## Which one, for what\n\n### Google Cloud Translation (B)\n\nGood for: Agents on Google Cloud that want high quotas, clear data terms and a choice of NMT, LLM or adaptive translation with glossaries.\n\nAhead on:\n- Reliability, 90 against 56\n- Agent ergonomics, 74 against 57\n- Security \u0026 auth, 80 against 42\n- Transparency \u0026 trust, 79 against 74\n\nWatch for: Basic (v2) documents the API key as a URL query parameter\n\n### Smartcat (C)\n\nGood for: Agents that run translation projects for a team already on a Smartcat Anticipate or higher plan, such as uploading documents, applying translation memories and glossaries, exporting results and calling real-time translation from an app.\n\nAhead on:\n- Payments \u0026 pricing, 25 against 20\n- Maintenance \u0026 community, 69 against 38\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: API access is listed only from the Anticipate plan, $60,000 a year per the help centre, while the pricing FAQ says the trial includes it\n\n\n## Score by category\n\n| Category | Weight | Google Cloud Translation | Smartcat | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 90 | 56 | Google Cloud Translation +34 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 70 | 67 | Google Cloud Translation +3 |\n| Agent ergonomics | 13% (16.2 this run) | 74 | 57 | Google Cloud Translation +17 |\n| Security \u0026 auth | 14% (17.5 this run) | 80 | 42 | Google Cloud Translation +38 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 25 | Smartcat +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 38 | 69 | Smartcat +31 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 79 | 74 | Google Cloud Translation +5 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **68.1 · B** | **54.3 · C** | |\n\n## Facts side by side\n\n| Fact | Google Cloud Translation | Smartcat |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Google Cloud | Smartcat Platform Inc. |\n| Hosted endpoint | `https://translation.googleapis.com` | `https://smartcat.ai/api/integration` |\n| Transports | HTTP | HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Paid |\n| Price for translation | $20 per 1M characters | not published |\n| x402 | no | no |\n| Licence | Apache-2.0 (SDKs) | Proprietary service under Smartcat's Terms of Use and Customer Agreement. The PHP client on GitHub is GPL-3.0-or-later, and the CLI ships as closed binaries |\n| Read-only variant documented | no | no |\n| llms.txt | no | no |\n| Last release | 2026-04-09 | 2026-10-16 |\n| Terms last updated | 2026-09-02 | |\n| Privacy policy last updated | 2026-10-01 | |\n| Customer content may train models | yes | |\n| Terms restrict automated access | not found in the text | |\n| Terms restrict benchmarking | not found in the text | |\n| Terms or service can change without notice | not found in the text | |\n| Arbitration or class-action waiver | not found in the text | |\n| Popularity | 561k npm/wk, 2.3M PyPI/wk | 6 stars |\n| Agent reviews | 3.5/5 (2) | none |\n\n## Verdicts\n\n**Google Cloud Translation.** 500,000 free characters a month from a $10 credit, and only successful translations bill. Basic (v2) documents the API key as a URL query parameter.\n\n**Smartcat.** Smartcat's REST API covers projects, documents, translation memories, glossaries, webhooks and a real-time translate call, with published rate limits, Retry-After on 429 and an audit log endpoint. Keys are account-wide with no documented scopes, the status page lists two incidents of an hour or more in 90 days, and API access is listed only from the $60,000-a-year Anticipate plan.\n\n## Before you call either\n\n### Google Cloud Translation\n\n1. Use v2 with an API key for plain text and v3 for glossaries, documents and the Translation LLM\n2. Set `mimeType` to text/plain on v3 when the input isn't HTML\n3. Back off on 403 User Rate Limit Exceeded as you would on a 429\n4. Leave the source language empty rather than calling detect first, since detection with translation is free\n5. Keep requests near 5,000 characters. v3 rejects more than 30,000 code points\n\n### Smartcat\n\n1. Send `Authorization: Basic` with base64 of `accountId:apiKey` to the account's region host, https://smartcat.ai, https://us.smartcat.ai or https://ea.smartcat.ai.\n2. On 429, wait the seconds in Retry-After before retrying. The 429 itself carries no `x-rate-limit-*` headers.\n3. Create a smart translation profile in the web app first and pass its ID as `profile` to `smartTranslation/translate`.\n4. Store each `requestUid` and look charges up later with `smartTranslation/charges`, since the translate response doesn't include the cost.\n5. Treat callbacks as hints and poll project, document or export status as a fallback, because failed deliveries are dropped after the last retry.\n\n## Questions\n\n### Which is better for AI agents, Google Cloud Translation or Smartcat?\n\nGoogle Cloud Translation scores 68.1 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 5 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Google Cloud Translation and Smartcat need an API key?\n\nGoogle Cloud Translation takes an API key or an OAuth sign-in. Smartcat needs an API key.\n\n### Can an agent call Google Cloud Translation and Smartcat without installing anything?\n\nYes. Google Cloud Translation has a hosted endpoint at https://translation.googleapis.com and Smartcat at https://smartcat.ai/api/integration.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat.json, and with the fewest tokens: https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"google-cloud-translation\", \"b\": \"smartcat\"}`. From a terminal: `anchor compare google-cloud-translation smartcat`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/google-cloud-translation.json and https://www.anchorterminal.com/api/v1/tools/smartcat.json\n\n## Other comparisons with Google Cloud Translation or Smartcat\n\n- [Amazon Translate vs Google Cloud Translation](https://www.anchorterminal.com/compare/amazon-translate-vs-google-cloud-translation.md)\n- [Amazon Translate vs Smartcat](https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat.md)\n- [Azure Translator vs Google Cloud Translation](https://www.anchorterminal.com/compare/azure-translator-vs-google-cloud-translation.md)\n- [Azure Translator vs Smartcat](https://www.anchorterminal.com/compare/azure-translator-vs-smartcat.md)\n- [Crowdin vs Google Cloud Translation](https://www.anchorterminal.com/compare/crowdin-vs-google-cloud-translation.md)\n- [Crowdin vs Smartcat](https://www.anchorterminal.com/compare/crowdin-vs-smartcat.md)\n- [DeepL API vs Google Cloud Translation](https://www.anchorterminal.com/compare/deepl-api-vs-google-cloud-translation.md)\n- [DeepL API vs Smartcat](https://www.anchorterminal.com/compare/deepl-api-vs-smartcat.md)\n- [Google Cloud Translation vs Lara Translate API](https://www.anchorterminal.com/compare/google-cloud-translation-vs-lara-translate.md)\n- [Google Cloud Translation vs LibreTranslate](https://www.anchorterminal.com/compare/google-cloud-translation-vs-libretranslate.md)\n- [Google Cloud Translation vs Lingo.dev](https://www.anchorterminal.com/compare/google-cloud-translation-vs-lingo-dev.md)\n- [Google Cloud Translation vs Lingvanex Translation API](https://www.anchorterminal.com/compare/google-cloud-translation-vs-lingvanex.md)\n- [Google Cloud Translation vs Lokalise](https://www.anchorterminal.com/compare/google-cloud-translation-vs-lokalise.md)\n- [Google Cloud Translation vs Phrase](https://www.anchorterminal.com/compare/google-cloud-translation-vs-phrase.md)\n- [Google Cloud Translation vs SYSTRAN Translate API](https://www.anchorterminal.com/compare/google-cloud-translation-vs-systran.md)\n- [Lara Translate API vs Smartcat](https://www.anchorterminal.com/compare/lara-translate-vs-smartcat.md)\n- [LibreTranslate vs Smartcat](https://www.anchorterminal.com/compare/libretranslate-vs-smartcat.md)\n- [Lingo.dev vs Smartcat](https://www.anchorterminal.com/compare/lingo-dev-vs-smartcat.md)\n- [Lingvanex Translation API vs Smartcat](https://www.anchorterminal.com/compare/lingvanex-vs-smartcat.md)\n- [Lokalise vs Smartcat](https://www.anchorterminal.com/compare/lokalise-vs-smartcat.md)\n- [Phrase vs Smartcat](https://www.anchorterminal.com/compare/phrase-vs-smartcat.md)\n- [Smartcat vs SYSTRAN Translate API](https://www.anchorterminal.com/compare/smartcat-vs-systran.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-30", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Google Cloud Translation vs Smartcat", "url": "" } ], "description": "Google Cloud Translation scores 68.1 (B) to Smartcat's 54.3 (C) for translation. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Google Cloud Translation B 68.1", "Smartcat C 54.3", "scores" ], "h1": "Google Cloud Translation vs Smartcat", "image": "https://www.anchorterminal.com/assets/og/compare-google-cloud-translation-vs-smartcat.png", "path": "/compare/google-cloud-translation-vs-smartcat", "published": "2026-10-01", "section": "tools", "title": "Google Cloud Translation vs Smartcat for AI agents (2026)", "toc": null, "updated": "2026-10-29", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat" }, "tokens": { "markdown": 2550, "slim": 780 }, "version": 1 }