{ "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": 69.5, "grade": "B", "agentReady": false, "rank": 154, "ranked": true, "rankOf": 722, "categoryRank": 5, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 80, "maintenance": 25, "payments": 20, "reliability": 90, "schema": 90, "security": 75, "transparency": 69 }, "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": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 69.5 } ], "editorialScores": { "ergonomics": 80, "maintenance": 25, "payments": 20, "reliability": 90, "schema": 90, "security": 75, "transparency": 50 }, "provenanceScore": 88 }, "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-guardrails", "amazon-transcribe", "amazon-polly", "aws-secrets-manager", "aws-mcp-servers", "amazon-ses", "amazon-location", "amazon-ads-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": 88 }, "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": "2026-10-08T21:12:03.772319344Z", "lastOk": true, "lastStatus": 404, "lastMs": 250, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 257, "p95ms24h": 315, "samples24h": 271, "samples30d": 1955, "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": 239, "ok": 239 } ] }, "versions": [ { "registry": "npm", "name": "@aws-sdk/client-translate", "version": "3.1147.0", "seenAt": "2026-10-08T15:58:15.758277828Z" }, { "registry": "pypi", "name": "boto3", "version": "1.43.109", "released": "2026-10-07", "seenAt": "2026-10-08T15:58:19.122903114Z" } ], "npmWeekly": 744769, "pypiWeekly": 573748207, "securityTxt": { "url": "https://amazon.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-10-08T15:38:45.56973403Z" }, "llmsTxt": { "url": "https://docs.aws.amazon.com/translate/latest/dg/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-08T14:00:08.067744094Z" }, "domain": { "domain": "amazon.com", "registered": "1994-11-01", "source": "https://rdap.verisign.com/com/v1/domain/amazon.com", "checkedAt": "2026-10-04T13:06:18.739682554Z" }, "pages": [ { "url": "https://docs.aws.amazon.com/translate/latest/dg/doc-history.html", "kind": "changelog", "status": 304, "checkedAt": "2026-10-08T18:18:26.650770831Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "4ed712c7a38a" }, { "url": "https://aws.amazon.com/translate/pricing/", "kind": "pricing", "status": 304, "checkedAt": "2026-10-08T18:15:47.784867052Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "5e80ed498008" } ], "updatedAt": "2026-10-08T21:12:03.772319344Z" } }, "answer": "Amazon Translate scores 69.5 (B) on agent readiness against Phrase's 64.2 (B), and leads in 4 of 7 scored categories. Phrase leads on payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust.", "b": { "slug": "phrase", "name": "Phrase", "vendor": "Phrase a.s.", "vendorUrl": "https://phrase.com", "kind": "http-api", "category": "translation", "summary": "Localisation platform from Phrase a.s. in Prague. Its Language AI API translates text and files through automatically selected machine translation engines, and its Strings and TMS APIs, CLI and hosted MCP server manage translation projects, term bases and translation memories.", "url": "https://www.anchorterminal.com/tools/phrase", "markdownUrl": "https://www.anchorterminal.com/tools/phrase.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/phrase.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/phrase.json", "repo": "https://github.com/phrase/phrase-cli", "license": "Proprietary service under the Phrase Terms of Service. The CLI, the Strings API clients and the deprecated local MCP server on GitHub are MIT", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://mcp.eu.phrase.com", "packages": [ { "registry": "npm", "name": "phrase-js" }, { "registry": "pypi", "name": "phrase-api" }, { "registry": "npm", "name": "@phrase/phrase-mcp-server" } ], "auth": "mixed", "authNotes": "Self-serve. A user creates a Phrase Platform API token in profile settings and exchanges it at `/idm/oauth/token` for a Bearer JWT that lasts about four hours. Service accounts, added on 7 August 2026, use the OAuth client credentials grant and can be limited by product and scope. The hosted MCP server signs in with OAuth (PKCE, dynamic client registration or a client ID metadata document) and the user grants view, create, or modify and delete access. The Strings API also accepts its own access tokens with four scopes, Basic authentication with email and password, and an `access_token` query parameter.", "pricing": "paid", "pricingNotes": "Plans from $27 a month (Freelancer), $525 (Software UI/UX) and $1,245 (Team), billed annually, with Business and Enterprise quoted by sales. Each plan includes yearly capacities such as Machine Translation Units and TMS words, and top-up prices aren't public. A 14-day trial starts with an email address and a password, with no automatic charge afterwards, so an agent's owner can begin without a contract (checked 2026-10-08).", "priceSummary": "$27 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the developer docs, the OpenAPI specs or the pricing page (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 49, "npmWeekly": 40342, "pypiWeekly": 14166, "asOf": "2026-10-08" }, "docsUrl": "https://developers.phrase.com", "llmsTxt": "https://developers.phrase.com/llms.txt", "openapi": "https://developers.phrase.com/openapi/phrase-language-ai.json", "registryName": "io.github.phrase/mcp", "capabilities": [ "translate.text", "translate.documents", "translate.glossary", "translate.detect" ], "tags": [ "hosted", "paid", "trial", "no-card", "mcp", "oauth", "openapi", "llms-txt", "cli", "typescript", "python", "go", "eu", "status-page", "closed-source" ], "lastRelease": "2026-10-06", "graded": true, "anchor": { "graded": true, "score": 64.2, "grade": "B", "agentReady": false, "rank": 285, "ranked": true, "rankOf": 722, "categoryRank": 7, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 70, "maintenance": 83, "payments": 30, "reliability": 55, "schema": 87, "security": 58, "transparency": 74 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": 0, "verdict": "Nine APIs with public OpenAPI specs, Markdown docs and a hosted MCP server that signs in with OAuth and separates view, create and delete consents. The status page lists 14 incidents in 90 days, 12 marked major or critical. Capacity top-up prices aren't public, and the terms permit training some models on customer content and prohibit benchmarking.", "bestFor": "Teams that keep translation projects, term bases and translation memories in Phrase and want an agent to run them, or to translate through engines chosen per language pair.", "strengths": [ "Public OpenAPI specs for all nine APIs, an llms.txt index and a Markdown copy of every docs page, with a dated changelog of 51 entries since 24 April 2026", "Hosted MCP server in the EU and the US with OAuth, PKCE, dynamic client registration and three scopes, `phrase-mcp:read`, `phrase-mcp:write` and `phrase-mcp:destructive`", "Service accounts since 7 August 2026 use the OAuth client credentials grant, limited by product and scope, and don't count as seats", "Language AI picks the engine for each language pair, detects the source language and translates files with a quality estimate", "A 14-day trial starts with an email address and a password, and plan prices from $27 a month are public" ], "weaknesses": [ "status.phrase.com lists 14 incidents between 10 July and 8 October 2026, two marked critical and ten major, most confined to one component", "The terms of 4 October 2026 let Phrase train non-text models on customer content without approval, and prohibit use for benchmarking", "The Strings API still documents email and password Basic authentication and an `access_token` query parameter", "No idempotency keys, no `Retry-After` header in the docs and no published rate limit for the Language AI API", "The hosted MCP server's tool list isn't published, and the local npm server was deprecated on 7 August 2026, under six months after its first release" ], "agentNotes": [ "Exchange a Phrase Platform API token at `https://eu.phrase.com/idm/oauth/token` (or `us.phrase.com`) for a Bearer JWT, which lasts about four hours, and refresh it before it expires", "Send a `User-Agent` header naming your application on every Strings and TMS call. The Strings API answers 400 without one", "Keep Strings calls under 1,000 in five minutes and four in parallel, and read `X-Rate-Limit-Reset` and `X-Rate-Limit-Reason` on a 429", "Send at most six texts of 2,000 characters to `/v2/textTranslations`, with `consumerId` and `targetLang`. Term bases and translation memories work only with an AI translation agent profile", "Use the MCP URL for the account's region, `https://mcp.eu.phrase.com` or `https://mcp.us.phrase.com`, and ask the user for the view consent alone unless the task writes" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 64.2 } ], "editorialScores": { "ergonomics": 70, "maintenance": 83, "payments": 30, "reliability": 55, "schema": 87, "security": 58, "transparency": 65 }, "provenanceScore": 82 }, "connect": { "install": "brew install phrase-cli", "http": "curl -X POST https://eu.phrase.com/idm/oauth/token -H 'Content-Type: application/x-www-form-urlencoded' -d 'grant_type=urn:ietf:params:oauth:grant-type:token-exchange' -d 'subject_token=API-TOKEN'", "claudeCode": "claude mcp add --transport streamable-http phrase-mcp-prod-eu https://mcp.eu.phrase.com" }, "letme": { "capability": "https://letme.dev/translate.text", "tool": "https://letme.dev/phrase" }, "area": "everyday", "unitPrices": [ { "item": "Freelancer plan", "unit": "month", "usd": 27, "note": "Billed annually. 1 TMS seat, no Strings seats" }, { "item": "Software UI/UX plan", "unit": "month", "usd": 525, "note": "Billed annually. 15 Strings seats, 1,000,000 MTUs a year" }, { "item": "Team plan", "unit": "month", "usd": 1245, "note": "Billed annually. 20 Strings seats, 12,000,000 MTUs a year" } ], "provenance": { "legalEntity": "Phrase a.s.", "domain": "phrase.com", "domainRegistered": "1999-01-08", "endpointOnVendorDomain": true, "terms": "https://phrase.com/legal/", "privacy": "https://phrase.com/privacy/", "statusPage": "https://status.phrase.com", "changelog": "https://developers.phrase.com/en/changelog", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "The terms name Phrase a.s. (formerly Memsource a.s.), Václavské náměstí 2132/47, 110 00 Prague 1, Czech Republic, identification number 247 07 139. A second tab holds the terms of Phrase GmbH in Hamburg.", "phrase.com/legal/ carries the full Phrase a.s. Terms of Service with its Data Processing Addendum, effective 4 October 2026, plus the Fair Use Policy and the Platform Pricing Terms on further tabs. phrase.com/terms/ redirects to it.", "The privacy notice for users and clients was last updated on 6 October 2026 and names Phrase a.s. and Phrase GmbH as controllers.", "phrase.com/.well-known/security.txt and developers.phrase.com/.well-known/security.txt both return 404. The security page takes reports at security@phrase.com.", "The Strings, Language AI, Platform and MCP hosts are on phrase.com. The TMS OpenAPI spec names cloud.memsource.com, the product's earlier domain.", "RDAP for phrase.com gives a registration date of 1999-01-08." ], "score": 82 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/phrase.json", "live": { "slug": "phrase", "probe": { "target": "https://mcp.eu.phrase.com", "method": "get", "lastAt": "2026-10-08T21:12:18.37223698Z", "lastOk": true, "lastStatus": 401, "lastMs": 71, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 63, "p95ms24h": 134, "samples24h": 21, "samples30d": 21, "days": [ { "date": "2026-10-08", "probes": 21, "ok": 21 } ] }, "vendorStatus": { "page": "https://status.phrase.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-08T21:06:21.711443908Z" }, "updatedAt": "2026-10-08T21:12:18.37223698Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Amazon Web Services", "b": "Phrase a.s.", "name": "Vendor" }, { "a": "https://translate.us-east-1.amazonaws.com", "b": "https://mcp.eu.phrase.com", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "API key", "b": "OAuth or key", "name": "Auth" }, { "a": "Pay per use", "b": "Paid", "name": "Pricing" }, { "a": "$15 per 1M characters", "b": "not published", "name": "Price for translate text" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "b": "Proprietary service under the Phrase Terms of Service. The CLI, the Strings API clients and the deprecated local MCP server on GitHub are MIT", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "not listed", "b": "io.github.phrase/mcp", "name": "MCP registry" }, { "a": "2023-10-31", "b": "2026-10-06", "name": "Last release" }, { "a": "2026-10-01", "b": "no date given", "name": "Terms last updated" }, { "a": "2026-05-18", "b": "2026-10-06", "name": "Privacy policy last updated" }, { "a": "yes, with an opt-out", "b": "yes", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "yes", "b": "yes", "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": "49 stars, 40k npm/wk, 14k PyPI/wk", "name": "Popularity" }, { "a": "4/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Amazon Translate scores 69.5 (B) on agent readiness against Phrase's 64.2 (B), and leads in 4 of 7 scored categories. Phrase leads on payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust.", "question": "Which is better for AI agents, Amazon Translate or Phrase?" }, { "answer": "Amazon Translate needs an API key. Phrase takes an API key or an OAuth sign-in.", "question": "Do Amazon Translate and Phrase need an API key?" }, { "answer": "Yes. Amazon Translate has a hosted endpoint at https://translate.us-east-1.amazonaws.com and Phrase at https://mcp.eu.phrase.com.", "question": "Can an agent call Amazon Translate and Phrase without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 90 against 55", "Agent ergonomics, 80 against 70", "Security \u0026 auth, 75 against 58" ], "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, 30 against 20", "Maintenance \u0026 community, 83 against 25", "Transparency \u0026 trust, 74 against 69" ], "also": [ "Free to start without a card" ], "goodFor": "Teams that keep translation projects, term bases and translation memories in Phrase and want an agent to run them, or to translate through engines chosen per language pair.", "slug": "phrase", "watchFor": "status.phrase.com lists 14 incidents between 10 July and 8 October 2026, two marked critical and ten major, most confined to one component" } ], "job": { "capability": "translate.text", "name": "Translate text" }, "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-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-phrase.json", "title": "Azure Translator vs Phrase", "url": "https://www.anchorterminal.com/compare/azure-translator-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/crowdin-vs-phrase.json", "title": "Crowdin vs Phrase", "url": "https://www.anchorterminal.com/compare/crowdin-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/deepl-api-vs-phrase.json", "title": "DeepL API vs Phrase", "url": "https://www.anchorterminal.com/compare/deepl-api-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-phrase.json", "title": "Google Cloud Translation vs Phrase", "url": "https://www.anchorterminal.com/compare/google-cloud-translation-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/lara-translate-vs-phrase.json", "title": "Lara Translate API vs Phrase", "url": "https://www.anchorterminal.com/compare/lara-translate-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/libretranslate-vs-phrase.json", "title": "LibreTranslate vs Phrase", "url": "https://www.anchorterminal.com/compare/libretranslate-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/lingo-dev-vs-phrase.json", "title": "Lingo.dev vs Phrase", "url": "https://www.anchorterminal.com/compare/lingo-dev-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/lingvanex-vs-phrase.json", "title": "Lingvanex Translation API vs Phrase", "url": "https://www.anchorterminal.com/compare/lingvanex-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/lokalise-vs-phrase.json", "title": "Lokalise vs Phrase", "url": "https://www.anchorterminal.com/compare/lokalise-vs-phrase" }, { "json": "https://www.anchorterminal.com/compare/phrase-vs-systran.json", "title": "Phrase vs SYSTRAN Translate API", "url": "https://www.anchorterminal.com/compare/phrase-vs-systran" } ], "scores": [ { "amazon-translate": 90, "by": 35, "edge": "amazon-translate", "key": "reliability", "name": "Reliability", "phrase": 55, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "amazon-translate": 90, "by": 3, "edge": "amazon-translate", "key": "schema", "name": "Schema \u0026 documentation", "phrase": 87, "weight": 13 }, { "amazon-translate": 80, "by": 10, "edge": "amazon-translate", "key": "ergonomics", "name": "Agent ergonomics", "phrase": 70, "weight": 13 }, { "amazon-translate": 75, "by": 17, "edge": "amazon-translate", "key": "security", "name": "Security \u0026 auth", "phrase": 58, "weight": 14 }, { "amazon-translate": 20, "by": 10, "edge": "phrase", "key": "payments", "name": "Payments \u0026 pricing", "phrase": 30, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "amazon-translate": 25, "by": 58, "edge": "phrase", "key": "maintenance", "name": "Maintenance \u0026 community", "phrase": 83, "weight": 7 }, { "amazon-translate": 69, "by": 5, "edge": "phrase", "key": "transparency", "name": "Transparency \u0026 trust", "phrase": 74, "weight": 7 } ], "summary": "Amazon Translate scores 69.5 (B) on agent readiness against Phrase's 64.2 (B), and leads in 4 of 7 scored categories. Phrase leads on payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust. Both do translate text.", "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.", "phrase": "Nine APIs with public OpenAPI specs, Markdown docs and a hosted MCP server that signs in with OAuth and separates view, create and delete consents. The status page lists 14 incidents in 90 days, 12 marked major or critical. Capacity top-up prices aren't public, and the terms permit training some models on customer content and prohibit benchmarking." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/amazon-translate-vs-phrase", "json": "https://www.anchorterminal.com/compare/amazon-translate-vs-phrase.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/amazon-translate-vs-phrase.md", "slim": "https://www.anchorterminal.com/compare/amazon-translate-vs-phrase.min.md" }, "markdown": "Amazon Translate scores 69.5 (B) on agent readiness against Phrase's 64.2 (B), and leads in 4 of 7 scored categories. Phrase leads on payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust. Both do translate text.\n\n- Amazon Translate: grade B, 69.5/100, rank #154 of 722. Markdown https://www.anchorterminal.com/tools/amazon-translate.md · JSON https://www.anchorterminal.com/api/v1/tools/amazon-translate.json\n- Phrase: grade B, 64.2/100, rank #285 of 722. Markdown https://www.anchorterminal.com/tools/phrase.md · JSON https://www.anchorterminal.com/api/v1/tools/phrase.json\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 55\n- Agent ergonomics, 80 against 70\n- Security \u0026 auth, 75 against 58\n\nWatch for: AWS may store and use text to improve Amazon AI services unless the organisation sets an opt-out policy\n\n### Phrase (B)\n\nGood for: Teams that keep translation projects, term bases and translation memories in Phrase and want an agent to run them, or to translate through engines chosen per language pair.\n\nAhead on:\n- Payments \u0026 pricing, 30 against 20\n- Maintenance \u0026 community, 83 against 25\n- Transparency \u0026 trust, 74 against 69\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: status.phrase.com lists 14 incidents between 10 July and 8 October 2026, two marked critical and ten major, most confined to one component\n\n\n## Score by category\n\n| Category | Weight | Amazon Translate | Phrase | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 90 | 55 | Amazon Translate +35 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 90 | 87 | Amazon Translate +3 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 70 | Amazon Translate +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 75 | 58 | Amazon Translate +17 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 30 | Phrase +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 25 | 83 | Phrase +58 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 69 | 74 | Phrase +5 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **69.5 · B** | **64.2 · B** | |\n\n## Facts side by side\n\n| Fact | Amazon Translate | Phrase |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Amazon Web Services | Phrase a.s. |\n| Hosted endpoint | `https://translate.us-east-1.amazonaws.com` | `https://mcp.eu.phrase.com` |\n| Transports | HTTP | HTTP, Streamable HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Pay per use | Paid |\n| Price for translate text | $15 per 1M characters | not published |\n| x402 | no | no |\n| Licence | none | Proprietary service under the Phrase Terms of Service. The CLI, the Strings API clients and the deprecated local MCP server on GitHub are MIT |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `io.github.phrase/mcp` |\n| Last release | 2023-10-31 | 2026-10-06 |\n| Terms last updated | 2026-10-01 | no date given |\n| Privacy policy last updated | 2026-05-18 | 2026-10-06 |\n| Customer content may train models | yes, with an opt-out | yes |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | yes |\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 | 49 stars, 40k npm/wk, 14k PyPI/wk |\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**Phrase.** Nine APIs with public OpenAPI specs, Markdown docs and a hosted MCP server that signs in with OAuth and separates view, create and delete consents. The status page lists 14 incidents in 90 days, 12 marked major or critical. Capacity top-up prices aren't public, and the terms permit training some models on customer content and prohibit benchmarking.\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### Phrase\n\n1. Exchange a Phrase Platform API token at `https://eu.phrase.com/idm/oauth/token` (or `us.phrase.com`) for a Bearer JWT, which lasts about four hours, and refresh it before it expires\n2. Send a `User-Agent` header naming your application on every Strings and TMS call. The Strings API answers 400 without one\n3. Keep Strings calls under 1,000 in five minutes and four in parallel, and read `X-Rate-Limit-Reset` and `X-Rate-Limit-Reason` on a 429\n4. Send at most six texts of 2,000 characters to `/v2/textTranslations`, with `consumerId` and `targetLang`. Term bases and translation memories work only with an AI translation agent profile\n5. Use the MCP URL for the account's region, `https://mcp.eu.phrase.com` or `https://mcp.us.phrase.com`, and ask the user for the view consent alone unless the task writes\n\n## Questions\n\n### Which is better for AI agents, Amazon Translate or Phrase?\n\nAmazon Translate scores 69.5 (B) on agent readiness against Phrase's 64.2 (B), and leads in 4 of 7 scored categories. Phrase leads on payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust.\n\n### Do Amazon Translate and Phrase need an API key?\n\nAmazon Translate needs an API key. Phrase takes an API key or an OAuth sign-in.\n\n### Can an agent call Amazon Translate and Phrase without installing anything?\n\nYes. Amazon Translate has a hosted endpoint at https://translate.us-east-1.amazonaws.com and Phrase at https://mcp.eu.phrase.com.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/amazon-translate-vs-phrase.json, and with the fewest tokens: https://www.anchorterminal.com/compare/amazon-translate-vs-phrase.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"amazon-translate\", \"b\": \"phrase\"}`. From a terminal: `anchor compare amazon-translate phrase`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/amazon-translate.json and https://www.anchorterminal.com/api/v1/tools/phrase.json\n\n## Other comparisons with Amazon Translate or Phrase\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 SYSTRAN Translate API](https://www.anchorterminal.com/compare/amazon-translate-vs-systran.md)\n- [Azure Translator vs Phrase](https://www.anchorterminal.com/compare/azure-translator-vs-phrase.md)\n- [Crowdin vs Phrase](https://www.anchorterminal.com/compare/crowdin-vs-phrase.md)\n- [DeepL API vs Phrase](https://www.anchorterminal.com/compare/deepl-api-vs-phrase.md)\n- [Google Cloud Translation vs Phrase](https://www.anchorterminal.com/compare/google-cloud-translation-vs-phrase.md)\n- [Lara Translate API vs Phrase](https://www.anchorterminal.com/compare/lara-translate-vs-phrase.md)\n- [LibreTranslate vs Phrase](https://www.anchorterminal.com/compare/libretranslate-vs-phrase.md)\n- [Lingo.dev vs Phrase](https://www.anchorterminal.com/compare/lingo-dev-vs-phrase.md)\n- [Lingvanex Translation API vs Phrase](https://www.anchorterminal.com/compare/lingvanex-vs-phrase.md)\n- [Lokalise vs Phrase](https://www.anchorterminal.com/compare/lokalise-vs-phrase.md)\n- [Phrase vs SYSTRAN Translate API](https://www.anchorterminal.com/compare/phrase-vs-systran.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-08", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Amazon Translate vs Phrase", "url": "" } ], "description": "Amazon Translate scores 69.5 (B) on agent readiness against Phrase's 64.2 (B), and leads in 4 of 7 scored categories. Phrase leads on payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust. Both do translate text. Category scores, facts, verdicts and agent notes…", "facts": [ "Amazon Translate B 69.5", "Phrase B 64.2", "scores" ], "h1": "Amazon Translate vs Phrase", "image": "https://www.anchorterminal.com/assets/og/compare-amazon-translate-vs-phrase.png", "path": "/compare/amazon-translate-vs-phrase", "published": "2026-10-01", "section": "tools", "title": "Amazon Translate vs Phrase for AI agents, B 69.5 vs B 64.2", "toc": null, "updated": "2026-10-08", "url": "https://www.anchorterminal.com/compare/amazon-translate-vs-phrase" }, "tokens": { "markdown": 2450, "slim": 730 }, "version": 1 }