{ "data": { "a": { "slug": "amazon-translate", "name": "Amazon Translate", "vendor": "Amazon Web Services", "vendorUrl": "https://aws.amazon.com/translate/", "kind": "http-api", "category": "translation", "summary": "AWS's neural translation API across 75 languages.", "url": "https://www.anchorterminal.com/tools/amazon-translate", "markdownUrl": "https://www.anchorterminal.com/tools/amazon-translate.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/amazon-translate.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/amazon-translate.json", "transports": [ "http" ], "remoteUrl": "https://translate.us-east-1.amazonaws.com", "packages": [ { "registry": "npm", "name": "@aws-sdk/client-translate" }, { "registry": "pypi", "name": "boto3" } ], "auth": "api-key", "authNotes": "AWS Signature Version 4 with IAM access keys or a role. Regional endpoints `translate.\u003cregion\u003e.amazonaws.com`.", "pricing": "usage", "pricingNotes": "$15 per million characters for real-time text, batch and real-time text or HTML documents. Real-time Word (.docx) documents are $30 per million and Active Custom Translation $60. Parallel data storage is free to 200 GB, then $0.023 per GB a month. The pricing page lists 2 million characters a month free for up to 12 months from the first translation request, and 500,000 a month for 2 months of Active Custom Translation. Unused free characters don't roll over. Over 1 billion characters a month is by quote (https://aws.amazon.com/translate/pricing/).", "priceSummary": "Pay per use", "where": "hosted", "x402": { "level": "no", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 600597, "pypiWeekly": null, "asOf": "2026-09-30" }, "docsUrl": "https://docs.aws.amazon.com/translate/", "llmsTxt": "https://docs.aws.amazon.com/translate/latest/dg/llms.txt", "capabilities": [ "translate.text", "translate.documents", "translate.glossary", "translate.detect", "translate.formality" ], "tags": [ "hosted", "closed-source", "python", "typescript", "enterprise", "batch", "async-jobs", "card-required" ], "lastRelease": "2023-10-31", "graded": true, "anchor": { "graded": true, "score": 69.6, "grade": "B", "agentReady": false, "rank": 199, "ranked": true, "rankOf": 1223, "categoryRank": 5, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 80, "maintenance": 25, "payments": 20, "reliability": 90, "schema": 90, "security": 75, "transparency": 70 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "high", "date": "2026-10-01" }, "negative": 0, "verdict": "IAM policies scope access per action and resource, with a `TranslateReadOnly` managed policy, and CloudTrail logs each call. AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy.", "bestFor": "Operators already on AWS who want translation inside IAM and CloudTrail, with S3 batch jobs and terminology files.", "strengths": [ "IAM policies scope access per action and resource, with a `TranslateReadOnly` managed policy, and CloudTrail logs each call", "Formality, profanity masking and brevity on `TranslateText`, reported back in `AppliedSettings`", "S3 batch jobs up to 5 GB and 1 million documents, with a `ClientToken` for idempotency", "Covered by the Amazon Machine Learning Language SLA", "Public service model and llms.txt for the developer guide" ], "weaknesses": [ "AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy", "No new capability in the document history since 2023-10-31", "10,000 bytes a `TranslateText` call and one string per call", "No published request rate for `TranslateText`", "A new AWS account needs a card before the free characters apply" ], "agentNotes": [ "Chunk real-time text under 10,000 bytes, not characters, so multibyte scripts fit less per call", "Pass `SourceLanguageCode` auto to detect the source language, and handle `DetectedLanguageLowConfidenceException`", "Read `AppliedSettings` in the response, since unsupported formality or profanity settings are dropped without an error", "Retry `TooManyRequestsException` with backoff, which the AWS SDKs do by default", "Set the AI services opt-out policy before sending private text" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 4, "history": [ { "basis": "public evidence", "confidence": "high", "grade": "B", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 69.6 } ], "editorialScores": { "ergonomics": 80, "maintenance": 25, "payments": 20, "reliability": 90, "schema": 90, "security": 75, "transparency": 50 }, "provenanceScore": 90, "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": "2026-10-27", "oldest": "2026-10-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install boto3 # or: npm i @aws-sdk/client-translate", "http": "curl -X POST \"https://translate.us-east-1.amazonaws.com/\" \\\n --aws-sigv4 \"aws:amz:us-east-1:translate\" --user \"$AWS_ACCESS_KEY_ID:$AWS_SECRET_ACCESS_KEY\" \\\n -H \"Content-Type: application/x-amz-json-1.1\" -H \"X-Amz-Target: AWSShineFrontendService_20170701.TranslateText\" \\\n -d '{\"Text\":\"Your table is booked for seven.\",\"SourceLanguageCode\":\"en\",\"TargetLanguageCode\":\"fr\",\"Settings\":{\"Formality\":\"FORMAL\"}}'" }, "letme": { "capability": "https://letme.dev/translate.text", "tool": "https://letme.dev/amazon-translate" }, "sameCompany": [ "amazon-nova-embeddings", "amazon-bedrock-guardrails", "amazon-transcribe", "amazon-polly", "agentcore-memory", "agentcore-identity", "aws-secrets-manager", "agentcore-web-search", "aws-mcp-servers", "amazon-ses", "amazon-location", "amazon-ads-api", "amazon-creators-api" ], "area": "everyday", "unitPrices": [ { "item": "Standard text and batch", "unit": "1m-chars", "usd": 15, "note": "Also real-time text and HTML documents" }, { "item": "Real-time Word documents", "unit": "1m-chars", "usd": 30 }, { "item": "Active Custom Translation", "unit": "1m-chars", "usd": 60 }, { "item": "Parallel data storage", "unit": "gb-month", "usd": 0.023, "note": "Above 200 GB free" } ], "provenance": { "legalEntity": "Amazon Web Services, Inc.", "domain": "amazon.com", "domainRegistered": "1994-11-01", "domainNote": "The endpoints are on amazonaws.com, an AWS domain. The security.txt on aws.amazon.com passed its Expires date on 2026-09-24.", "endpointOnVendorDomain": true, "terms": "https://aws.amazon.com/service-terms/", "privacy": "https://aws.amazon.com/privacy/", "statusPage": "https://health.aws.amazon.com/health/status", "changelog": "https://docs.aws.amazon.com/translate/latest/dg/doc-history.html", "securityTxt": "expired", "checked": "2026-09-30", "score": 90 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/amazon-translate.json", "live": { "slug": "amazon-translate", "probe": { "target": "https://translate.us-east-1.amazonaws.com", "method": "get", "lastAt": "2026-10-30T02:13:21.325552066Z", "lastOk": true, "lastStatus": 404, "lastMs": 300, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 272, "p95ms24h": 348, "samples24h": 249, "samples30d": 7272, "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": 249, "ok": 249 }, { "date": "2026-10-30", "probes": 23, "ok": 23 } ] }, "versions": [ { "registry": "npm", "name": "@aws-sdk/client-translate", "version": "3.1159.0", "seenAt": "2026-10-29T12:51:18.170651608Z" }, { "registry": "pypi", "name": "boto3", "version": "1.43.121", "released": "2026-10-28", "seenAt": "2026-10-29T12:51:19.018880326Z" } ], "npmWeekly": 577615, "pypiWeekly": 585988846, "securityTxt": { "url": "https://amazon.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-10-29T15:36:29.783641504Z" }, "llmsTxt": { "url": "https://docs.aws.amazon.com/translate/latest/dg/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-29T15:03:21.901124796Z" }, "domain": { "domain": "amazon.com", "registered": "1994-11-01", "source": "https://rdap.verisign.com/com/v1/domain/amazon.com", "checkedAt": "2026-10-25T13:56:37.051259568Z" }, "pages": [ { "url": "https://docs.aws.amazon.com/translate/latest/dg/doc-history.html", "kind": "changelog", "status": 304, "checkedAt": "2026-10-29T05:03:53.844950482Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "4ed712c7a38a" }, { "url": "https://aws.amazon.com/translate/pricing/", "kind": "pricing", "status": 304, "checkedAt": "2026-10-29T04:59:33.727661598Z", "changedAt": "2026-10-16T22:18:06.890598019Z", "fingerprint": "550b542bd27e" } ], "updatedAt": "2026-10-30T02:13:21.325552066Z" } }, "answer": "Amazon Translate scores 69.6 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 4 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": "2026-10-30T02:13:50.234623298Z", "lastOk": true, "lastStatus": 401, "lastMs": 80, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 81, "p95ms24h": 126, "samples24h": 19, "samples30d": 19, "days": [ { "date": "2026-10-30", "probes": 19, "ok": 19 } ] }, "vendorStatus": { "page": "https://status.smartcat.ai", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-30T02:14:58.338435937Z" }, "updatedAt": "2026-10-30T02:14:58.338435937Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Amazon Web Services", "b": "Smartcat Platform Inc.", "name": "Vendor" }, { "a": "https://translate.us-east-1.amazonaws.com", "b": "https://smartcat.ai/api/integration", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP", "name": "Transports" }, { "a": "API key", "b": "API key", "name": "Auth" }, { "a": "Pay per use", "b": "Paid", "name": "Pricing" }, { "a": "$15 per 1M characters", "b": "not published", "name": "Price for translation" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "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": "yes", "b": "no", "name": "llms.txt" }, { "a": "2023-10-31", "b": "2026-10-16", "name": "Last release" }, { "a": "2026-10-01", "b": "", "name": "Terms last updated" }, { "a": "2026-05-18", "b": "", "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": "yes", "b": "", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "601k npm/wk", "b": "6 stars", "name": "Popularity" }, { "a": "4/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Amazon Translate scores 69.6 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 4 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community.", "question": "Which is better for AI agents, Amazon Translate or Smartcat?" }, { "answer": "Both need an API key.", "question": "Do Amazon Translate and Smartcat need an API key?" }, { "answer": "Yes. Amazon Translate has a hosted endpoint at https://translate.us-east-1.amazonaws.com and Smartcat at https://smartcat.ai/api/integration.", "question": "Can an agent call Amazon Translate and Smartcat without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 90 against 56", "Schema \u0026 documentation, 90 against 67", "Agent ergonomics, 80 against 57", "Security \u0026 auth, 75 against 42" ], "also": null, "goodFor": "Operators already on AWS who want translation inside IAM and CloudTrail, with S3 batch jobs and terminology files.", "slug": "amazon-translate", "watchFor": "AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy" }, { "aheadOn": [ "Payments \u0026 pricing, 25 against 20", "Maintenance \u0026 community, 69 against 25" ], "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-azure-translator.json", "title": "Amazon Translate vs Azure Translator", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-azure-translator" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-crowdin.json", "title": "Amazon Translate vs Crowdin", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-crowdin" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-deepl-api.json", "title": "Amazon Translate vs DeepL API", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-deepl-api" }, { "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-lara-translate.json", "title": "Amazon Translate vs Lara Translate API", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-lara-translate" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-libretranslate.json", "title": "Amazon Translate vs LibreTranslate", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-libretranslate" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-lingo-dev.json", "title": "Amazon Translate vs Lingo.dev", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-lingo-dev" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-lingvanex.json", "title": "Amazon Translate vs Lingvanex Translation API", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-lingvanex" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-lokalise.json", "title": "Amazon Translate vs Lokalise", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-lokalise" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-phrase.json", "title": "Amazon Translate vs Phrase", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-systran.json", "title": "Amazon Translate vs SYSTRAN Translate API", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-systran" }, { "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-smartcat.json", "title": "Crowdin vs Smartcat", "url": "https://www.anchorterminal.com/compare/crowdin-vs-smartcat" }, { "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-smartcat.json", "title": "Google Cloud Translation vs Smartcat", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat" }, { "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": [ { "amazon-translate": 90, "by": 34, "edge": "amazon-translate", "key": "reliability", "name": "Reliability", "smartcat": 56, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "amazon-translate": 90, "by": 23, "edge": "amazon-translate", "key": "schema", "name": "Schema \u0026 documentation", "smartcat": 67, "weight": 13 }, { "amazon-translate": 80, "by": 23, "edge": "amazon-translate", "key": "ergonomics", "name": "Agent ergonomics", "smartcat": 57, "weight": 13 }, { "amazon-translate": 75, "by": 33, "edge": "amazon-translate", "key": "security", "name": "Security \u0026 auth", "smartcat": 42, "weight": 14 }, { "amazon-translate": 20, "by": 5, "edge": "smartcat", "key": "payments", "name": "Payments \u0026 pricing", "smartcat": 25, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "amazon-translate": 25, "by": 44, "edge": "smartcat", "key": "maintenance", "name": "Maintenance \u0026 community", "smartcat": 69, "weight": 7 }, { "amazon-translate": 70, "by": 4, "edge": "smartcat", "key": "transparency", "name": "Transparency \u0026 trust", "smartcat": 74, "weight": 7 } ], "summary": "Amazon Translate scores 69.6 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 4 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community. Both do translation.", "tutorials": [], "verdicts": { "amazon-translate": "IAM policies scope access per action and resource, with a `TranslateReadOnly` managed policy, and CloudTrail logs each call. AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy.", "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/amazon-translate-vs-smartcat", "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat.min.md" }, "markdown": "Amazon Translate scores 69.6 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 4 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community. Both do translation.\n\n- Amazon Translate: grade B, 69.6/100, rank #199 of 1223. Markdown https://www.anchorterminal.com/tools/amazon-translate.md · JSON https://www.anchorterminal.com/api/v1/tools/amazon-translate.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### Amazon Translate (B)\n\nGood for: Operators already on AWS who want translation inside IAM and CloudTrail, with S3 batch jobs and terminology files.\n\nAhead on:\n- Reliability, 90 against 56\n- Schema \u0026 documentation, 90 against 67\n- Agent ergonomics, 80 against 57\n- Security \u0026 auth, 75 against 42\n\nWatch for: AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy\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 25\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 | Amazon Translate | Smartcat | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 90 | 56 | Amazon Translate +34 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 90 | 67 | Amazon Translate +23 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 57 | Amazon Translate +23 |\n| Security \u0026 auth | 14% (17.5 this run) | 75 | 42 | Amazon Translate +33 |\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) | 25 | 69 | Smartcat +44 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 70 | 74 | Smartcat +4 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **69.6 · B** | **54.3 · C** | |\n\n## Facts side by side\n\n| Fact | Amazon Translate | Smartcat |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Amazon Web Services | Smartcat Platform Inc. |\n| Hosted endpoint | `https://translate.us-east-1.amazonaws.com` | `https://smartcat.ai/api/integration` |\n| Transports | HTTP | HTTP |\n| Auth | API key | API key |\n| Pricing | Pay per use | Paid |\n| Price for translation | $15 per 1M characters | not published |\n| x402 | no | no |\n| Licence | none | 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 | yes | no |\n| Last release | 2023-10-31 | 2026-10-16 |\n| Terms last updated | 2026-10-01 | |\n| Privacy policy last updated | 2026-05-18 | |\n| Customer content may train models | yes, with an opt-out | |\n| Terms restrict automated access | yes | |\n| Terms restrict benchmarking | yes | |\n| Terms or service can change without notice | yes | |\n| Arbitration or class-action waiver | not found in the text | |\n| Popularity | 601k npm/wk | 6 stars |\n| Agent reviews | 4/5 (2) | none |\n\n## Verdicts\n\n**Amazon Translate.** IAM policies scope access per action and resource, with a `TranslateReadOnly` managed policy, and CloudTrail logs each call. AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy.\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### Amazon Translate\n\n1. Chunk real-time text under 10,000 bytes, not characters, so multibyte scripts fit less per call\n2. Pass `SourceLanguageCode` auto to detect the source language, and handle `DetectedLanguageLowConfidenceException`\n3. Read `AppliedSettings` in the response, since unsupported formality or profanity settings are dropped without an error\n4. Retry `TooManyRequestsException` with backoff, which the AWS SDKs do by default\n5. Set the AI services opt-out policy before sending private text\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, Amazon Translate or Smartcat?\n\nAmazon Translate scores 69.6 (B) on agent readiness against Smartcat's 54.3 (C), and leads in 4 of 7 scored categories. Smartcat leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Amazon Translate and Smartcat need an API key?\n\nBoth need an API key.\n\n### Can an agent call Amazon Translate and Smartcat without installing anything?\n\nYes. Amazon Translate has a hosted endpoint at https://translate.us-east-1.amazonaws.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/amazon-translate-vs-smartcat.json, and with the fewest tokens: https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"amazon-translate\", \"b\": \"smartcat\"}`. From a terminal: `anchor compare amazon-translate smartcat`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/amazon-translate.json and https://www.anchorterminal.com/api/v1/tools/smartcat.json\n\n## Other comparisons with Amazon Translate or Smartcat\n\n- [Amazon Translate vs Azure Translator](https://www.anchorterminal.com/compare/amazon-translate-vs-azure-translator.md)\n- [Amazon Translate vs Crowdin](https://www.anchorterminal.com/compare/amazon-translate-vs-crowdin.md)\n- [Amazon Translate vs DeepL API](https://www.anchorterminal.com/compare/amazon-translate-vs-deepl-api.md)\n- [Amazon Translate vs Google Cloud Translation](https://www.anchorterminal.com/compare/amazon-translate-vs-google-cloud-translation.md)\n- [Amazon Translate vs Lara Translate API](https://www.anchorterminal.com/compare/amazon-translate-vs-lara-translate.md)\n- [Amazon Translate vs LibreTranslate](https://www.anchorterminal.com/compare/amazon-translate-vs-libretranslate.md)\n- [Amazon Translate vs Lingo.dev](https://www.anchorterminal.com/compare/amazon-translate-vs-lingo-dev.md)\n- [Amazon Translate vs Lingvanex Translation API](https://www.anchorterminal.com/compare/amazon-translate-vs-lingvanex.md)\n- [Amazon Translate vs Lokalise](https://www.anchorterminal.com/compare/amazon-translate-vs-lokalise.md)\n- [Amazon Translate vs Phrase](https://www.anchorterminal.com/compare/amazon-translate-vs-phrase.md)\n- [Amazon Translate vs SYSTRAN Translate API](https://www.anchorterminal.com/compare/amazon-translate-vs-systran.md)\n- [Azure Translator vs Smartcat](https://www.anchorterminal.com/compare/azure-translator-vs-smartcat.md)\n- [Crowdin vs Smartcat](https://www.anchorterminal.com/compare/crowdin-vs-smartcat.md)\n- [DeepL API vs Smartcat](https://www.anchorterminal.com/compare/deepl-api-vs-smartcat.md)\n- [Google Cloud Translation vs Smartcat](https://www.anchorterminal.com/compare/google-cloud-translation-vs-smartcat.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": "Amazon Translate vs Smartcat", "url": "" } ], "description": "Amazon Translate scores 69.6 (B) to Smartcat's 54.3 (C) for translation. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Amazon Translate B 69.6", "Smartcat C 54.3", "scores" ], "h1": "Amazon Translate vs Smartcat", "image": "https://www.anchorterminal.com/assets/og/compare-amazon-translate-vs-smartcat.png", "path": "/compare/amazon-translate-vs-smartcat", "published": "2026-10-01", "section": "tools", "title": "Amazon Translate vs Smartcat for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-29", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat" }, "tokens": { "markdown": 2500, "slim": 730 }, "version": 1 }