{ "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", "dns": "amazon-translate.grade.anchorterminal.com", "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 12 months for standard text and batch translation (none for real-time documents), and 500,000 a month for 2 months of Active Custom Translation. New AWS customers also get up to $200 in Free Tier credits, per the Free Tier FAQ. 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", "no-card" ], "lastRelease": "2026-10-08", "graded": true, "anchor": { "graded": true, "score": 75, "grade": "BB", "agentReady": true, "rank": 75, "ranked": true, "rankOf": 1486, "categoryRank": 1, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 80, "maintenance": 65, "payments": 30, "reliability": 90, "schema": 90, "security": 78, "transparency": 72 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "high", "date": "2026-11-01" }, "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, and the document history has no new capability since October 2023.", "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, with Smithy RPC v2 CBOR added on 8 October 2026, 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`", "AWS may ask for a payment method and hold USD $1 at sign-up, and the 12-month character allowance predates the credit-based Free Tier" ], "agentNotes": [ "Chunk real-time text under 10,000 bytes, not characters, so multibyte scripts fit less per call", "Pass `SourceLanguageCode` auto to detect the source language, and handle `DetectedLanguageLowConfidenceException`", "Read `AppliedSettings` in the response, since unsupported formality or profanity settings are dropped without an error", "Retry `TooManyRequestsException` with backoff, which the AWS SDKs do by default", "Set the AI services opt-out policy before sending private text" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 4, "history": [ { "basis": "public evidence", "confidence": "high", "grade": "BB", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 75 } ], "editorialScores": { "ergonomics": 80, "maintenance": 65, "payments": 30, "reliability": 90, "schema": 90, "security": 78, "transparency": 50 }, "provenanceScore": 94, "checked": { "categories": { "ergonomics": "2026-11-01", "maintenance": "2026-11-01", "payments": "2026-11-01", "reliability": "2026-11-01", "schema": "2026-11-01", "security": "2026-11-01", "transparency": "2026-11-01" }, "last": "2026-11-01", "lastMoved": "2026-11-01", "oldest": "2026-11-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "pip install boto3 # or: npm i @aws-sdk/client-translate", "http": "curl -X POST \"https://translate.us-east-1.amazonaws.com/\" \\\n --aws-sigv4 \"aws:amz:us-east-1:translate\" --user \"$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-bedrock", "amazon-nova-embeddings", "amazon-bedrock-guardrails", "amazon-transcribe", "amazon-polly", "amazon-nova-sonic", "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, expired from 24 September 2026, was renewed and carries Expires 2027-10-16T16:25:03.000Z, valid on 1 November 2026. The AWS Service Terms were last updated on 30 October 2026.", "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": "valid", "checked": "2026-11-01", "score": 94 }, "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": "2026-11-07T18:20:10.242180444Z", "lastOk": true, "lastStatus": 404, "lastMs": 329, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 273, "p95ms24h": 352, "samples24h": 239, "samples30d": 7910, "days": [ { "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": 248, "ok": 248 }, { "date": "2026-10-31", "probes": 251, "ok": 251 }, { "date": "2026-11-01", "probes": 249, "ok": 249 }, { "date": "2026-11-02", "probes": 250, "ok": 250 }, { "date": "2026-11-03", "probes": 248, "ok": 248 }, { "date": "2026-11-04", "probes": 246, "ok": 246 }, { "date": "2026-11-05", "probes": 185, "ok": 185 }, { "date": "2026-11-06", "probes": 241, "ok": 241 }, { "date": "2026-11-07", "probes": 187, "ok": 187 } ] }, "versions": [ { "registry": "npm", "name": "@aws-sdk/client-translate", "version": "3.1164.0", "seenAt": "2026-11-06T23:06:03.300317078Z" }, { "registry": "pypi", "name": "boto3", "version": "1.43.126", "released": "2026-11-06", "seenAt": "2026-11-06T23:06:03.550141477Z" } ], "npmWeekly": 741081, "pypiWeekly": 637851852, "securityTxt": { "url": "https://amazon.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-11-07T16:00:18.354437696Z" }, "llmsTxt": { "url": "https://docs.aws.amazon.com/translate/latest/dg/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:31:37.847263247Z" }, "domain": { "domain": "amazon.com", "registered": "1994-11-01", "source": "https://rdap.verisign.com/com/v1/domain/amazon.com", "checkedAt": "2026-11-01T14:09:08.477101866Z" }, "pages": [ { "url": "https://docs.aws.amazon.com/translate/latest/dg/doc-history.html", "kind": "changelog", "status": 304, "checkedAt": "2026-11-07T14:05:36.281938944Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "4ed712c7a38a" }, { "url": "https://aws.amazon.com/translate/pricing/", "kind": "pricing", "status": 304, "checkedAt": "2026-11-07T14:00:22.609882632Z", "changedAt": "2026-11-06T13:23:10.969199363Z", "fingerprint": "d07ef0edc4fc" } ], "updatedAt": "2026-11-07T18:20:10.242180444Z" } }, "answer": "Amazon Translate scores 75 (BB) on agent readiness against Localazy's 54.4 (C), and leads in 5 of 7 scored categories. Localazy leads on payments \u0026 pricing and maintenance \u0026 community.", "b": { "slug": "localazy", "name": "Localazy", "vendor": "Localazy s.r.o.", "vendorUrl": "https://localazy.com", "kind": "http-api", "category": "translation", "summary": "Localazy is a Czech localisation platform for software teams, with a translation management system, AI and human translation, a CLI, a REST API for projects, keys, files and glossaries, and a translation CDN.", "url": "https://www.anchorterminal.com/tools/localazy", "markdownUrl": "https://www.anchorterminal.com/tools/localazy.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/localazy.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/localazy.json", "dns": "localazy.grade.anchorterminal.com", "repo": "https://github.com/localazy/api-client", "transports": [ "http" ], "packages": [ { "registry": "npm", "name": "@localazy/api-client" }, { "registry": "npm", "name": "@localazy/cli" } ], "auth": "pat", "authNotes": "Bearer tokens minted by a project owner at localazy.com/developer/tokens after a browser signup. Project tokens have read and write access to every endpoint of one project. Translation tokens reach only the AI Translation endpoint. Organisation tokens are a beta on request.", "pricing": "freemium", "pricingNotes": "Free plan for small projects. Professional $34, Autopilot $78 and Business $175 a month billed annually, each including monthly translation credits ($1 each). Localazy AI averages $0.005 a word. 14-day Business trial with no credit card.", "priceSummary": "$34 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the API docs or pricing (checked 2026-11-06). Plans and credits are paid by card through Stripe, or SEPA on request.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 61319, "pypiWeekly": null, "asOf": "2026-11-06" }, "docsUrl": "https://localazy.com/docs/api/introduction", "llmsTxt": "https://localazy.com/llms.txt", "capabilities": [ "translate.text", "translate.glossary", "translate.documents", "cms.localisation" ], "tags": [ "hosted", "freemium", "free-tier", "no-card", "free-trial", "cli", "typescript", "android", "ios", "status-page", "eu", "localisation", "beta", "closed-source" ], "lastRelease": "2026-10-26", "graded": true, "anchor": { "graded": true, "score": 54.4, "grade": "C", "agentReady": false, "rank": 909, "ranked": true, "rankOf": 1486, "categoryRank": 10, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 62, "maintenance": 75, "payments": 35, "reliability": 68, "schema": 51, "security": 37, "transparency": 57 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-06" }, "negative": 0, "verdict": "Localazy is a localisation platform whose REST API, CLI and AI Translation endpoint use project-scoped bearer tokens, with published limits, a free plan and a no-card trial. There's no OpenAPI spec, no 429 guidance, no security.txt or disclosure policy, and project tokens carry full read and write access.", "bestFor": "App and game teams that keep source strings in a TMS and want agents to push keys, pull translations or run AI translation with a glossary.", "strengths": [ "A translation-only token limits an agent to the AI Translation endpoint", "Rate and request limits published per plan, with daily import and fetch caps", "Free plan for small projects and a 14-day Business trial without a credit card", "Endpoint pages show token type, permission and role needed, with sample requests and errors", "TypeScript API client released 26 October 2026, plus a CLI and mobile libraries" ], "weaknesses": [ "No OpenAPI spec, and llms.txt only lists top-level pages", "Project tokens get read and write access to every endpoint of the project", "No security.txt, disclosure policy or certification found", "No 429 or retry guidance, and no SLA", "The AI Translation endpoint is in beta" ], "agentNotes": [ "Ask for a translation token when the task is only machine translation, rather than a project token", "Keep under 10 requests a second and the plan's daily import and fetch caps per project", "Use the Localazy CDN, not the API, to fetch translations in a live app", "Import at most 1,000 keys and 50 files a request, and don't run parallel imports into the same new file", "Check the account's credit balance before bulk AI translation, since each word uses credits" ], "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": 54.4 } ], "editorialScores": { "ergonomics": 62, "maintenance": 75, "payments": 35, "reliability": 68, "schema": 51, "security": 37, "transparency": 40 }, "provenanceScore": 73, "checked": { "categories": { "ergonomics": "2026-11-06", "maintenance": "2026-11-06", "payments": "2026-11-06", "reliability": "2026-11-06", "schema": "2026-11-06", "security": "2026-11-06", "transparency": "2026-11-06" }, "last": "2026-11-06", "oldest": "2026-11-06", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install -g @localazy/cli", "http": "curl -H \"Authorization: Bearer $LOCALAZY_TOKEN\" https://api.localazy.com/projects" }, "letme": { "capability": "https://letme.dev/translate.text", "tool": "https://letme.dev/localazy" }, "area": "everyday", "unitPrices": [ { "item": "Professional plan, billed annually", "unit": "month", "usd": 34, "note": "1,000 source keys, 12,000 words of Localazy AI translation" }, { "item": "Business plan, billed annually", "unit": "month", "usd": 175, "note": "Monthly credits included" } ], "provenance": { "legalEntity": "Localazy s.r.o.", "domain": "localazy.com", "domainRegistered": "2018-04-24", "endpointOnVendorDomain": true, "terms": "https://localazy.com/terms-and-conditions", "privacy": "https://localazy.com/privacy-policy", "statusPage": "https://status.localazy.com", "changelog": "", "securityTxt": "none", "checked": "2026-11-06", "notes": [ "The terms name Localazy s.r.o., Mlýnská 326/13, 602 00 Brno, Czech Republic, company ID 09050451, registered at the Regional Court in Brno, under Czech law.", "robots.txt on localazy.com disallows ClaudeBot, GPTBot, Google-Extended, CCBot and Bytespider and allows Claude-User, Claude-SearchBot, ChatGPT-User and others by name; research continued on that basis, as the founder decided on 30 October 2026 (arcmira's precedent).", "localazy.com/.well-known/security.txt and /security return 404.", "No API changelog was found; localazy.com/changelog returns 404. Release updates appear as blog posts.", "RDAP gives localazy.com a registration date of 24 April 2018." ], "score": 73 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/localazy.json", "live": { "slug": "localazy", "vendorStatus": { "page": "https://status.localazy.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-11-07T04:48:00.405159441Z" }, "versions": [ { "registry": "github", "name": "localazy/api-client", "version": "2.3.2", "released": "2026-10-26", "seenAt": "2026-11-06T23:41:15.049514814Z" }, { "registry": "npm", "name": "@localazy/api-client", "version": "2.3.2", "seenAt": "2026-11-06T23:41:12.850780355Z" }, { "registry": "npm", "name": "@localazy/cli", "version": "2.0.12", "seenAt": "2026-11-06T23:41:13.725514176Z" } ], "githubStars": 3, "npmWeekly": 1211, "securityTxt": { "url": "https://localazy.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-07T15:59:35.625950014Z" }, "llmsTxt": { "url": "https://localazy.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:32:54.35604842Z" }, "pages": [ { "url": "https://localazy.com/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-11-07T14:13:22.759899743Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "3ab88891f9db" }, { "url": "https://localazy.com/terms-and-conditions", "kind": "terms", "status": 200, "checkedAt": "2026-11-07T14:13:24.897447568Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "9d1fa669c0c4" } ], "updatedAt": "2026-11-07T15:59:35.625950014Z" } }, "edges": [ { "by": 41, "category": "security", "leads": "amazon-translate", "name": "Security \u0026 auth", "reasons": { "a": "Model reading of the checklist, with training and retention in place of the least-privilege and injection lines. SigV4 with IAM users, roles and temporary credentials, scoped per action and resource, and a `TranslateReadOnly` managed policy (30). Section 50.3 of the AWS Service Terms (last updated 30 October 2026, re-read on 1 November) still names Amazon Translate among the services whose content AWS may store and use to improve the service and other Amazon AI technologies by default. Any customer can opt out with an AI services opt-out policy in `AWS Organizations` (10 of 20). The FAQ, re-read on 1 November, says content is stored at rest in the region in use and that some may be stored in another region for service improvement. No zero-retention mode without the opt-out (5 of 15). CloudTrail logs API calls per caller (15). Vulnerability reporting policy at vdp.aws.security, SOC and ISO reports in AWS Artifact and public security bulletins, none of the 39 in the feed on 1 November naming Translate. The security.txt on aws.amazon.com, expired from 24 September 2026, was renewed and, re-read on 1 November, expires on 16 October 2027. We found no paid public bug bounty, so 2 points stay held back, as on the Polly, Transcribe, S3 and Secrets Manager listings (18 of 20). 30 + 10 + 5 + 15 + 18 = 78.", "b": "Bearer tokens in the Authorization header. A project token reaches every endpoint of one project with read and write access; a translation token reaches only the AI Translation endpoint; organisation tokens are in beta on request (20). The translation token is the only least-privilege option, and project tokens can delete keys and glossary items without a confirmation step (10). The API returns strings written by translators and contributors, with no guidance on untrusted content (5). No per-call log or audit trail for tokens found (2). localazy.com/.well-known/security.txt and /security return 404, and we found no disclosure policy or certification (0). 20+10+5+2+0 = 37." }, "scores": { "a": 78, "b": 37 } }, { "by": 39, "category": "schema", "leads": "amazon-translate", "name": "Schema \u0026 documentation", "reasons": { "a": "The service model (API version 2017-07-01) is public in every AWS SDK and in the aws/api-models-aws repository, a machine-readable contract in the role OpenAPI plays. Since 8 October 2026 it declares Smithy RPC v2 CBOR beside AWS JSON 1.1 (25). llms.txt for the developer guide (139 lines on 1 November), a Markdown contents page with a link to the whole guide as one Markdown file (10). The guide separates real-time text, real-time documents and S3 batch jobs and says when each fits (15). Inputs typed with enums for formality, profanity and brevity, byte limits and required fields marked (15). Each action lists its errors with HTTP codes, but the API reference has syntax templates and no worked examples (10 of 15). Versioned API and a dated document history (15).", "b": "No OpenAPI or other machine-readable contract was found (0). localazy.com/llms.txt is a six-link index of top-level pages, with no Markdown docs for agents (5). Each endpoint page states which token types can call it, whether write permission is needed and the minimum role, and the limits page says to use the CDN, not the API, for production fetches (14). Request bodies list required and optional fields with limits, such as 512 characters for a key and 1,000 for a comment (12). Sample requests, responses and error responses per endpoint (13). Docs pages carry 'last updated' dates and the blog posts dated release updates, but there's no API version or changelog (7). 0+5+14+12+13+7 = 51." }, "scores": { "a": 90, "b": 51 } }, { "by": 22, "category": "reliability", "leads": "amazon-translate", "name": "Reliability", "reasons": { "a": "AWS Health Dashboard with a per-service, per-region RSS feed (20). The Translate feeds for us-east-1, us-west-2 and eu-west-1 held no events on 1 November 2026 (built 07:32 PST), and Translate has no feed for the Middle East (UAE) or (Bahrain) Regions, whose open multi-service events this run counts on other AWS listings. The public dashboard lists only broad events and account-level ones go to the personal health dashboard, so a clean feed says less than a small vendor's detailed page (30). Quotas, re-read on 1 November, published with numbers for batch, terminology and parallel data calls (5 or 10 a second) and for request sizes (10,000 bytes for `TranslateText`, 100,000 bytes for a real-time document), but no rate for `TranslateText` itself, where the guide says the service scales and to contact support (10 of 15). Throttling comes back as `TooManyRequestsException` and `StartTextTranslationJob` takes a `ClientToken` for idempotency, but the Translate guide gives no backoff advice and leaves retries to the SDK defaults (10 of 15). Named in the Amazon Machine Learning Language SLA, re-read on 1 November (10). GA (10).", "b": "Hosted lines, for the REST API at api.localazy.com. Better Stack status page with Web, API, Public API, Payments and Connect API components and 30, 60 and 90-day uptime (20). The incidents page reports none for September, October or November 2026, but the Public API shows 99.805% uptime in one 30-day bucket, roughly an hour and a half of downtime with no incident posted, so the line is held below clean (25). Limits per plan of 100 requests a minute and 10 a second, plus daily import and fetch caps per project (15). No 429 or retry guidance found in the API docs (0). No SLA found on the pricing page or in the terms (0). The core API is GA; the AI Translation endpoint is marked beta (8). 20+25+15+0+0+8 = 68." }, "scores": { "a": 90, "b": 68 } }, { "by": 18, "category": "ergonomics", "leads": "amazon-translate", "name": "Agent ergonomics", "reasons": { "a": "API reading of the checklist. Responses carry the translation plus `AppliedSettings` and `AppliedTerminologies` and nothing else, and brevity can shorten output, but there's no field selection (20 of 25). List calls page with `NextToken` and `MaxResults`, and request limits are published, but `TranslateText` takes one string, so batching small strings means S3 jobs or many calls (15 of 20). Typed errors an agent can act on, such as `UnsupportedLanguagePairException`, `DetectedLanguageLowConfidenceException` and `TextSizeLimitExceededException` (20). `TranslateText` is stateless and batch jobs take a `ClientToken`. No read-only hints apply to a plain API (15 of 20). Three required fields, `auto` for detection, but SigV4 signing is hard without an SDK. SDKs in every major language (10 of 15).", "b": "API reading. List endpoints return whole projects, files and keys with few output controls (13). Filtering by file, language and tags, and batch imports of up to 1,000 keys and 50 files a request (14). Error responses are documented per endpoint, with HTTP codes and messages (12). No idempotency keys, and the docs warn against parallel imports into the same new file (8). Official TypeScript API client, a CLI and Android and iOS libraries, with few required fields (15). 13+14+12+8+15 = 62." }, "scores": { "a": 80, "b": 62 } }, { "by": 15, "category": "transparency", "leads": "amazon-translate", "name": "Transparency \u0026 trust", "reasons": { "a": "Closed service under the AWS Service Terms (15). The FAQ, service terms and opt-out guide agree that AWS may use content by default and that an organisation policy stops it, and a DPA and sub-processor list exist. The same FAQ, re-read on 1 November, says AWS will only use content with your consent, which sits awkwardly beside a default you have to switch off (20 of 30). No deprecation policy or dated deprecation notices found for Translate (0). Sub-processors listed and the region chosen per request, but the FAQ allows some content to be stored in another region (15 of 20).", "b": "Editorial half only. Closed service under terms that name Localazy s.r.o. of Brno and Czech law; the CLI is BSD-3-Clause and the API client MIT (15). The privacy policy keeps data while the service is used and 24 months after, and includes a DPA, but says nothing on whether content sent to Localazy AI is used for training (15). No deprecation policy or dated notices found (0). The DPA links a list of suppliers and subprocessors on an external knowledge base we didn't read (10). 15+15+0+10 = 40." }, "scores": { "a": 72, "b": 57 } }, { "by": 10, "category": "maintenance", "leads": "localazy", "name": "Maintenance \u0026 community", "reasons": { "a": "Read as a closed service from its own service model, as this run reads every AWS listing. The translate model in aws/api-models-aws changed on 8 October 2026 (commit 11f19c6), adding Smithy RPC v2 CBOR as a second protocol beside AWS JSON 1.1, 24 days before 1 November (30). In the 90 days from 3 August that is one model change. `@aws-sdk/client-translate` shipped 60 versions in the same window, to 3.1161.0 on 30 October, and every one but 3.1148.0 (8 October, the same CBOR change) is a version bump that doesn't change the service, so they count at half, as amazon-sns's client versions were read (10 of 20). The document history's newest entry is still brevity on 2023-10-31. AWS re:Post and paid support plans exist, SDK issue trackers not checked (5 of 15). Official SDKs current, `@aws-sdk/client-translate` 3.1161.0 and boto3 (15). SDKs regenerate from the model on AWS's release train, CI not checked (5 of 10). 30 + 10 + 5 + 15 + 5 = 65.", "b": "@localazy/api-client 2.3.2 on 26 October 2026 (30). Releases 2.3.0 (12 August), 2.3.1 (29 September) and 2.3.2 (26 October) in the last 90 days (20). Support by email, blog release updates, and public GitHub repositories, but we didn't read issue reply times (7). The TypeScript client and the CLI (2.0.12 on 31 July 2026) are current (13). The client repository shows coverage badges; we didn't confirm CI runs (5). 30+20+7+13+5 = 75." }, "scores": { "a": 65, "b": 75 } } ], "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Amazon Web Services", "b": "Localazy s.r.o.", "name": "Vendor" }, { "a": "https://translate.us-east-1.amazonaws.com", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP", "name": "Transports" }, { "a": "API key", "b": "Token", "name": "Auth" }, { "a": "Pay per use", "b": "Freemium", "name": "Pricing" }, { "a": "$15 per 1M characters", "b": "not published", "name": "Price for translation" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-08", "b": "2026-10-26", "name": "Last release" }, { "a": "2026-10-01", "b": "no date given", "name": "Terms last updated" }, { "a": "2026-05-18", "b": "no date given", "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": "yes", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "yes", "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" }, { "a": "601k npm/wk", "b": "61k npm/wk", "name": "Popularity" }, { "a": "4/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Amazon Translate scores 75 (BB) on agent readiness against Localazy's 54.4 (C), and leads in 5 of 7 scored categories. Localazy leads on payments \u0026 pricing and maintenance \u0026 community.", "question": "Which is better for AI agents, Amazon Translate or Localazy?" }, { "answer": "Amazon Translate needs an API key. Localazy needs an access token.", "question": "Do Amazon Translate and Localazy need an API key?" }, { "answer": "Amazon Translate has a hosted endpoint at https://translate.us-east-1.amazonaws.com. No hosted endpoint is listed for Localazy.", "question": "Can an agent call Amazon Translate and Localazy without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 90 against 68", "Schema \u0026 documentation, 90 against 51", "Agent ergonomics, 80 against 62", "Security \u0026 auth, 78 against 37", "Transparency \u0026 trust, 72 against 57" ], "also": [ "Agent-ready, a grade of BB or better", "A hosted endpoint, with nothing to install" ], "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, 35 against 30", "Maintenance \u0026 community, 75 against 65" ], "also": null, "goodFor": "App and game teams that keep source strings in a TMS and want agents to push keys, pull translations or run AI translation with a glossary.", "slug": "localazy", "watchFor": "No OpenAPI spec, and llms.txt only lists top-level pages" } ], "history": { "amazon-translate": [ { "causes": [ "security", "product", "correction" ], "date": "2026-11-01", "delta": 5.4, "from": 69.6, "fromGrade": "B", "to": 75, "toGrade": "BB" }, { "causes": [ "method" ], "date": "2026-10-27", "delta": 0.1, "from": 69.5, "fromGrade": "B", "to": 69.6, "toGrade": "B" }, { "causes": [ "method" ], "date": "2026-10-08", "delta": -0.3, "from": 69.8, "fromGrade": "B", "to": 69.5, "toGrade": "B" } ], "localazy": null }, "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-smartcat.json", "title": "Amazon Translate vs Smartcat", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat" }, { "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/amazon-translate-vs-translateplus.json", "title": "Amazon Translate vs TranslatePlus", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-translateplus" }, { "json": "https://www.anchorterminal.com/compare/azure-translator-vs-localazy.json", "title": "Azure Translator vs Localazy", "url": "https://www.anchorterminal.com/compare/azure-translator-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/crowdin-vs-localazy.json", "title": "Crowdin vs Localazy", "url": "https://www.anchorterminal.com/compare/crowdin-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/deepl-api-vs-localazy.json", "title": "DeepL API vs Localazy", "url": "https://www.anchorterminal.com/compare/deepl-api-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-localazy.json", "title": "Google Cloud Translation vs Localazy", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/lara-translate-vs-localazy.json", "title": "Lara Translate API vs Localazy", "url": "https://www.anchorterminal.com/compare/lara-translate-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/libretranslate-vs-localazy.json", "title": "LibreTranslate vs Localazy", "url": "https://www.anchorterminal.com/compare/libretranslate-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/lingo-dev-vs-localazy.json", "title": "Lingo.dev vs Localazy", "url": "https://www.anchorterminal.com/compare/lingo-dev-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/lingvanex-vs-localazy.json", "title": "Lingvanex Translation API vs Localazy", "url": "https://www.anchorterminal.com/compare/lingvanex-vs-localazy" }, { "json": "https://www.anchorterminal.com/compare/localazy-vs-lokalise.json", "title": "Localazy vs Lokalise", "url": "https://www.anchorterminal.com/compare/localazy-vs-lokalise" }, { "json": "https://www.anchorterminal.com/compare/localazy-vs-phrase.json", "title": "Localazy vs Phrase", "url": "https://www.anchorterminal.com/compare/localazy-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/localazy-vs-smartcat.json", "title": "Localazy vs Smartcat", "url": "https://www.anchorterminal.com/compare/localazy-vs-smartcat" }, { "json": "https://www.anchorterminal.com/compare/localazy-vs-systran.json", "title": "Localazy vs SYSTRAN Translate API", "url": "https://www.anchorterminal.com/compare/localazy-vs-systran" }, { "json": "https://www.anchorterminal.com/compare/localazy-vs-translateplus.json", "title": "Localazy vs TranslatePlus", "url": "https://www.anchorterminal.com/compare/localazy-vs-translateplus" } ], "panel": null, "scores": [ { "amazon-translate": 90, "by": 22, "edge": "amazon-translate", "key": "reliability", "localazy": 68, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "amazon-translate": 90, "by": 39, "edge": "amazon-translate", "key": "schema", "localazy": 51, "name": "Schema \u0026 documentation", "weight": 13 }, { "amazon-translate": 80, "by": 18, "edge": "amazon-translate", "key": "ergonomics", "localazy": 62, "name": "Agent ergonomics", "weight": 13 }, { "amazon-translate": 78, "by": 41, "edge": "amazon-translate", "key": "security", "localazy": 37, "name": "Security \u0026 auth", "weight": 14 }, { "amazon-translate": 30, "by": 5, "edge": "localazy", "key": "payments", "localazy": 35, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "amazon-translate": 65, "by": 10, "edge": "localazy", "key": "maintenance", "localazy": 75, "name": "Maintenance \u0026 community", "weight": 7 }, { "amazon-translate": 72, "by": 15, "edge": "amazon-translate", "key": "transparency", "localazy": 57, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Amazon Translate scores 75 (BB) on agent readiness against Localazy's 54.4 (C), and leads in 5 of 7 scored categories. Localazy leads on payments \u0026 pricing and maintenance \u0026 community. Both do translation.", "tasks": null, "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, and the document history has no new capability since October 2023.", "localazy": "Localazy is a localisation platform whose REST API, CLI and AI Translation endpoint use project-scoped bearer tokens, with published limits, a free plan and a no-card trial. There's no OpenAPI spec, no 429 guidance, no security.txt or disclosure policy, and project tokens carry full read and write access." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/amazon-translate-vs-localazy", "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-localazy.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/amazon-translate-vs-localazy.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/amazon-translate-vs-localazy.min.md" }, "markdown": "Amazon Translate scores 75 (BB) on agent readiness against Localazy's 54.4 (C), and leads in 5 of 7 scored categories. Localazy leads on payments \u0026 pricing and maintenance \u0026 community. Both do translation.\n\n- Amazon Translate: grade BB, 75/100, rank #75 of 1486. Markdown https://www.anchorterminal.com/tools/amazon-translate.md · JSON https://www.anchorterminal.com/api/v1/tools/amazon-translate.json\n- Localazy: grade C, 54.4/100, rank #909 of 1486. Markdown https://www.anchorterminal.com/tools/localazy.md · JSON https://www.anchorterminal.com/api/v1/tools/localazy.json\n- Best machine translation APIs for AI agents: https://www.anchorterminal.com/best/translation/index.md\n- All 105 translation comparisons: https://www.anchorterminal.com/compare/translation/index.md\n\n## Which one, for what\n\n### Amazon Translate (BB)\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 68\n- Schema \u0026 documentation, 90 against 51\n- Agent ergonomics, 80 against 62\n- Security \u0026 auth, 78 against 37\n- Transparency \u0026 trust, 72 against 57\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- A hosted endpoint, with nothing to install\n\nWatch for: AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy\n\n### Localazy (C)\n\nGood for: App and game teams that keep source strings in a TMS and want agents to push keys, pull translations or run AI translation with a glossary.\n\nAhead on:\n- Payments \u0026 pricing, 35 against 30\n- Maintenance \u0026 community, 75 against 65\n\nWatch for: No OpenAPI spec, and llms.txt only lists top-level pages\n\n\n## Why the edge\n\n### Security \u0026 auth: Amazon Translate +41\n\n- Amazon Translate (78): Model reading of the checklist, with training and retention in place of the least-privilege and injection lines. SigV4 with IAM users, roles and temporary credentials, scoped per action and resource, and a `TranslateReadOnly` managed policy (30). Section 50.3 of the AWS Service Terms (last updated 30 October 2026, re-read on 1 November) still names Amazon Translate among the services whose content AWS may store and use to improve the service and other Amazon AI technologies by default. Any customer can opt out with an AI services opt-out policy in `AWS Organizations` (10 of 20). The FAQ, re-read on 1 November, says content is stored at rest in the region in use and that some may be stored in another region for service improvement. No zero-retention mode without the opt-out (5 of 15). CloudTrail logs API calls per caller (15). Vulnerability reporting policy at vdp.aws.security, SOC and ISO reports in AWS Artifact and public security bulletins, none of the 39 in the feed on 1 November naming Translate. The security.txt on aws.amazon.com, expired from 24 September 2026, was renewed and, re-read on 1 November, expires on 16 October 2027. We found no paid public bug bounty, so 2 points stay held back, as on the Polly, Transcribe, S3 and Secrets Manager listings (18 of 20). 30 + 10 + 5 + 15 + 18 = 78.\n- Localazy (37): Bearer tokens in the Authorization header. A project token reaches every endpoint of one project with read and write access; a translation token reaches only the AI Translation endpoint; organisation tokens are in beta on request (20). The translation token is the only least-privilege option, and project tokens can delete keys and glossary items without a confirmation step (10). The API returns strings written by translators and contributors, with no guidance on untrusted content (5). No per-call log or audit trail for tokens found (2). localazy.com/.well-known/security.txt and /security return 404, and we found no disclosure policy or certification (0). 20+10+5+2+0 = 37.\n\n### Schema \u0026 documentation: Amazon Translate +39\n\n- Amazon Translate (90): The service model (API version 2017-07-01) is public in every AWS SDK and in the aws/api-models-aws repository, a machine-readable contract in the role OpenAPI plays. Since 8 October 2026 it declares Smithy RPC v2 CBOR beside AWS JSON 1.1 (25). llms.txt for the developer guide (139 lines on 1 November), a Markdown contents page with a link to the whole guide as one Markdown file (10). The guide separates real-time text, real-time documents and S3 batch jobs and says when each fits (15). Inputs typed with enums for formality, profanity and brevity, byte limits and required fields marked (15). Each action lists its errors with HTTP codes, but the API reference has syntax templates and no worked examples (10 of 15). Versioned API and a dated document history (15).\n- Localazy (51): No OpenAPI or other machine-readable contract was found (0). localazy.com/llms.txt is a six-link index of top-level pages, with no Markdown docs for agents (5). Each endpoint page states which token types can call it, whether write permission is needed and the minimum role, and the limits page says to use the CDN, not the API, for production fetches (14). Request bodies list required and optional fields with limits, such as 512 characters for a key and 1,000 for a comment (12). Sample requests, responses and error responses per endpoint (13). Docs pages carry 'last updated' dates and the blog posts dated release updates, but there's no API version or changelog (7). 0+5+14+12+13+7 = 51.\n\n### Reliability: Amazon Translate +22\n\n- Amazon Translate (90): AWS Health Dashboard with a per-service, per-region RSS feed (20). The Translate feeds for us-east-1, us-west-2 and eu-west-1 held no events on 1 November 2026 (built 07:32 PST), and Translate has no feed for the Middle East (UAE) or (Bahrain) Regions, whose open multi-service events this run counts on other AWS listings. The public dashboard lists only broad events and account-level ones go to the personal health dashboard, so a clean feed says less than a small vendor's detailed page (30). Quotas, re-read on 1 November, published with numbers for batch, terminology and parallel data calls (5 or 10 a second) and for request sizes (10,000 bytes for `TranslateText`, 100,000 bytes for a real-time document), but no rate for `TranslateText` itself, where the guide says the service scales and to contact support (10 of 15). Throttling comes back as `TooManyRequestsException` and `StartTextTranslationJob` takes a `ClientToken` for idempotency, but the Translate guide gives no backoff advice and leaves retries to the SDK defaults (10 of 15). Named in the Amazon Machine Learning Language SLA, re-read on 1 November (10). GA (10).\n- Localazy (68): Hosted lines, for the REST API at api.localazy.com. Better Stack status page with Web, API, Public API, Payments and Connect API components and 30, 60 and 90-day uptime (20). The incidents page reports none for September, October or November 2026, but the Public API shows 99.805% uptime in one 30-day bucket, roughly an hour and a half of downtime with no incident posted, so the line is held below clean (25). Limits per plan of 100 requests a minute and 10 a second, plus daily import and fetch caps per project (15). No 429 or retry guidance found in the API docs (0). No SLA found on the pricing page or in the terms (0). The core API is GA; the AI Translation endpoint is marked beta (8). 20+25+15+0+0+8 = 68.\n\n### Agent ergonomics: Amazon Translate +18\n\n- Amazon Translate (80): API reading of the checklist. Responses carry the translation plus `AppliedSettings` and `AppliedTerminologies` and nothing else, and brevity can shorten output, but there's no field selection (20 of 25). List calls page with `NextToken` and `MaxResults`, and request limits are published, but `TranslateText` takes one string, so batching small strings means S3 jobs or many calls (15 of 20). Typed errors an agent can act on, such as `UnsupportedLanguagePairException`, `DetectedLanguageLowConfidenceException` and `TextSizeLimitExceededException` (20). `TranslateText` is stateless and batch jobs take a `ClientToken`. No read-only hints apply to a plain API (15 of 20). Three required fields, `auto` for detection, but SigV4 signing is hard without an SDK. SDKs in every major language (10 of 15).\n- Localazy (62): API reading. List endpoints return whole projects, files and keys with few output controls (13). Filtering by file, language and tags, and batch imports of up to 1,000 keys and 50 files a request (14). Error responses are documented per endpoint, with HTTP codes and messages (12). No idempotency keys, and the docs warn against parallel imports into the same new file (8). Official TypeScript API client, a CLI and Android and iOS libraries, with few required fields (15). 13+14+12+8+15 = 62.\n\n### Transparency \u0026 trust: Amazon Translate +15\n\n- Amazon Translate (72): Closed service under the AWS Service Terms (15). The FAQ, service terms and opt-out guide agree that AWS may use content by default and that an organisation policy stops it, and a DPA and sub-processor list exist. The same FAQ, re-read on 1 November, says AWS will only use content with your consent, which sits awkwardly beside a default you have to switch off (20 of 30). No deprecation policy or dated deprecation notices found for Translate (0). Sub-processors listed and the region chosen per request, but the FAQ allows some content to be stored in another region (15 of 20).\n- Localazy (57): Editorial half only. Closed service under terms that name Localazy s.r.o. of Brno and Czech law; the CLI is BSD-3-Clause and the API client MIT (15). The privacy policy keeps data while the service is used and 24 months after, and includes a DPA, but says nothing on whether content sent to Localazy AI is used for training (15). No deprecation policy or dated notices found (0). The DPA links a list of suppliers and subprocessors on an external knowledge base we didn't read (10). 15+15+0+10 = 40.\n\n### Maintenance \u0026 community: Localazy +10\n\n- Amazon Translate (65): Read as a closed service from its own service model, as this run reads every AWS listing. The translate model in aws/api-models-aws changed on 8 October 2026 (commit 11f19c6), adding Smithy RPC v2 CBOR as a second protocol beside AWS JSON 1.1, 24 days before 1 November (30). In the 90 days from 3 August that is one model change. `@aws-sdk/client-translate` shipped 60 versions in the same window, to 3.1161.0 on 30 October, and every one but 3.1148.0 (8 October, the same CBOR change) is a version bump that doesn't change the service, so they count at half, as amazon-sns's client versions were read (10 of 20). The document history's newest entry is still brevity on 2023-10-31. AWS re:Post and paid support plans exist, SDK issue trackers not checked (5 of 15). Official SDKs current, `@aws-sdk/client-translate` 3.1161.0 and boto3 (15). SDKs regenerate from the model on AWS's release train, CI not checked (5 of 10). 30 + 10 + 5 + 15 + 5 = 65.\n- Localazy (75): @localazy/api-client 2.3.2 on 26 October 2026 (30). Releases 2.3.0 (12 August), 2.3.1 (29 September) and 2.3.2 (26 October) in the last 90 days (20). Support by email, blog release updates, and public GitHub repositories, but we didn't read issue reply times (7). The TypeScript client and the CLI (2.0.12 on 31 July 2026) are current (13). The client repository shows coverage badges; we didn't confirm CI runs (5). 30+20+7+13+5 = 75.\n\n## Score by category\n\n| Category | Weight | Amazon Translate | Localazy | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 90 | 68 | Amazon Translate +22 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 90 | 51 | Amazon Translate +39 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 62 | Amazon Translate +18 |\n| Security \u0026 auth | 14% (17.5 this run) | 78 | 37 | Amazon Translate +41 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 35 | Localazy +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 65 | 75 | Localazy +10 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 72 | 57 | Amazon Translate +15 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **75 · BB** | **54.4 · C** | |\n\n## Facts side by side\n\n| Fact | Amazon Translate | Localazy |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Amazon Web Services | Localazy s.r.o. |\n| Hosted endpoint | `https://translate.us-east-1.amazonaws.com` | no (local only) |\n| Transports | HTTP | HTTP |\n| Auth | API key | Token |\n| Pricing | Pay per use | Freemium |\n| Price for translation | $15 per 1M characters | not published |\n| x402 | no | no |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-08 | 2026-10-26 |\n| Terms last updated | 2026-10-01 | no date given |\n| Privacy policy last updated | 2026-05-18 | no date given |\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 | yes | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 601k npm/wk | 61k npm/wk |\n| Agent reviews | 4/5 (2) | none |\n\n## How the scores have moved\n\n### Amazon Translate\n\n- +5.4 on 1 November 2026 (B to BB): security, product, correction\n- +0.1 on 27 October 2026: checklist\n- -0.3 on 8 October 2026: checklist\n\n### Localazy\n\nNo score change since it was listed.\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, and the document history has no new capability since October 2023.\n\n**Localazy.** Localazy is a localisation platform whose REST API, CLI and AI Translation endpoint use project-scoped bearer tokens, with published limits, a free plan and a no-card trial. There's no OpenAPI spec, no 429 guidance, no security.txt or disclosure policy, and project tokens carry full read and write access.\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### Localazy\n\n1. Ask for a translation token when the task is only machine translation, rather than a project token\n2. Keep under 10 requests a second and the plan's daily import and fetch caps per project\n3. Use the Localazy CDN, not the API, to fetch translations in a live app\n4. Import at most 1,000 keys and 50 files a request, and don't run parallel imports into the same new file\n5. Check the account's credit balance before bulk AI translation, since each word uses credits\n\n## Questions\n\n### Which is better for AI agents, Amazon Translate or Localazy?\n\nAmazon Translate scores 75 (BB) on agent readiness against Localazy's 54.4 (C), and leads in 5 of 7 scored categories. Localazy leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Amazon Translate and Localazy need an API key?\n\nAmazon Translate needs an API key. Localazy needs an access token.\n\n### Can an agent call Amazon Translate and Localazy without installing anything?\n\nAmazon Translate has a hosted endpoint at https://translate.us-east-1.amazonaws.com. No hosted endpoint is listed for Localazy.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/amazon-translate-vs-localazy.json, and with the fewest tokens: https://www.anchorterminal.com/compare/amazon-translate-vs-localazy.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"amazon-translate\", \"b\": \"localazy\"}`. From a terminal: `anchor compare amazon-translate localazy`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/amazon-translate.json and https://www.anchorterminal.com/api/v1/tools/localazy.json\n\n## Other comparisons with Amazon Translate or Localazy\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 Smartcat](https://www.anchorterminal.com/compare/amazon-translate-vs-smartcat.md)\n- [Amazon Translate vs SYSTRAN Translate API](https://www.anchorterminal.com/compare/amazon-translate-vs-systran.md)\n- [Amazon Translate vs TranslatePlus](https://www.anchorterminal.com/compare/amazon-translate-vs-translateplus.md)\n- [Azure Translator vs Localazy](https://www.anchorterminal.com/compare/azure-translator-vs-localazy.md)\n- [Crowdin vs Localazy](https://www.anchorterminal.com/compare/crowdin-vs-localazy.md)\n- [DeepL API vs Localazy](https://www.anchorterminal.com/compare/deepl-api-vs-localazy.md)\n- [Google Cloud Translation vs Localazy](https://www.anchorterminal.com/compare/google-cloud-translation-vs-localazy.md)\n- [Lara Translate API vs Localazy](https://www.anchorterminal.com/compare/lara-translate-vs-localazy.md)\n- [LibreTranslate vs Localazy](https://www.anchorterminal.com/compare/libretranslate-vs-localazy.md)\n- [Lingo.dev vs Localazy](https://www.anchorterminal.com/compare/lingo-dev-vs-localazy.md)\n- [Lingvanex Translation API vs Localazy](https://www.anchorterminal.com/compare/lingvanex-vs-localazy.md)\n- [Localazy vs Lokalise](https://www.anchorterminal.com/compare/localazy-vs-lokalise.md)\n- [Localazy vs Phrase](https://www.anchorterminal.com/compare/localazy-vs-phrase.md)\n- [Localazy vs Smartcat](https://www.anchorterminal.com/compare/localazy-vs-smartcat.md)\n- [Localazy vs SYSTRAN Translate API](https://www.anchorterminal.com/compare/localazy-vs-systran.md)\n- [Localazy vs TranslatePlus](https://www.anchorterminal.com/compare/localazy-vs-translateplus.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": "2026-11-07", "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 Localazy", "url": "" } ], "description": "Amazon Translate scores 75 (BB) to Localazy's 54.4 (C) for translation. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Amazon Translate BB 75", "Localazy C 54.4", "scores" ], "h1": "Amazon Translate vs Localazy", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/amazon-translate-vs-localazy", "published": "2026-10-01", "section": "tools", "title": "Amazon Translate vs Localazy for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-11-07", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-localazy" }, "tokens": { "markdown": 4950, "slim": 3080 }, "version": 1 }