Head to head · Translate text · October 2026 research run
Crowdin vs SYSTRAN Translate API
Crowdin scores 69.6 (B) on agent readiness against SYSTRAN Translate API's 40 (E), and leads in 6 of 7 scored categories. SYSTRAN Translate API leads on payments & pricing. Both do translate text.
Which one, for what
Crowdin B
Good for Teams that keep product strings and files in Crowdin and want an agent to upload sources, check progress, apply pre-translation, manage glossaries and pull builds.
Ahead on
- Reliability, 78 against 25
- Schema & documentation, 80 against 42
- Agent ergonomics, 69 against 54
- Security & auth, 68 against 55
- Maintenance & community, 82 against 4
- Transparency & trust, 79 against 51
Watch for
The terms forbid accessing the service to monitor availability, performance or functionality, or for benchmarking, without Crowdin's prior written consent
Good for Teams that want European Union hosting, user dictionaries and translation memories applied through profiles, or the same API on an on-premises SYSTRAN server.
Ahead on
- Payments & pricing, 40 against 30
Also in its favour
- Free to start without a card
Watch for
The terms forbid benchmark tests and automated access that exceeds normal human volumes, which matters for any agent workload
Score by category
| Category | Weight this run | Crowdin | SYSTRAN Translate API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 78 | 25 | Crowdin +53 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 80 | 42 | Crowdin +38 |
| Agent ergonomics | 13%16.2 | 69 | 54 | Crowdin +15 |
| Security & auth | 14%17.5 | 68 | 55 | Crowdin +13 |
| Payments & pricing | 10%12.5 | 30 | 40 | SYSTRAN Translate API +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 82 | 4 | Crowdin +78 |
| Transparency & trust | 7%8.8 | 79 | 51 | Crowdin +28 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 69.6 · B | 40 · E |
Facts side by side
| Fact | Crowdin | SYSTRAN Translate API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Crowdin OÜ | SYSTRAN (ChapsVision) |
| Hosted endpoint | https://api.crowdin.com/api/v2 | https://api-translate.systran.net |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | Proprietary service under Crowdin's terms. The CLI and the official API clients are MIT | Proprietary service under the SYSTRAN Translate PRO terms and conditions |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-09-30 | 2023-06-16 |
| Terms last updated | 2026-09-24 | no date given |
| Privacy policy last updated | 2026-09-24 | no document linked |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | yes |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | yes | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 320 stars, 264k npm/wk, 14k PyPI/wk | none |
Verdicts
Crowdin
The REST API has a public OpenAPI document with 374 operations, and tokens can be limited by scope, access level and project. Translation runs inside Crowdin projects and connected engines, so it is not a stateless per-character translation API. No Retry-After guidance, idempotency keys or SLA were found in the reviewed documentation.
SYSTRAN Translate API
Five documented REST APIs cover text, files, dictionaries, translation memories and profiles, with a Google-compatible mode and a public price of €14.99 per million characters. The reference pages date from June 2023, and no changelog, status page, rate limit, SDK or downloadable OpenAPI file was found. The terms bar benchmark tests and automated use beyond human volumes.
Before you call either
Crowdin
- Send
Authorization: Bearer <token>tohttps://api.crowdin.com/api/v2. Crowdin Enterprise useshttps://<organization_domain>.api.crowdin.com/api/v2 - Use the MCP V2 endpoint
https://mcp.crowdin.com/v2/mcpand setcrowdin-tool-sets, because the server loads all 33 tool sets by default - Set
crowdin-read-only: trueon the MCP connection for exploration. It exposes only list and get tools - Keep to 20 concurrent requests an account across all tokens, and add your own backoff on 429
- Upload a file to
/storagesfirst, then pass thestorageIdto the add-file call. Builds, exports and reports are asynchronous and need a status poll /mts/{mtId}/translationstakes at most 100 strings a call and needs themtscope and a configured engine
SYSTRAN Translate API
- Send the key as
Authorization: Key <api_key>and avoid the documented?key=query option, which puts the secret in URLs and logs - Expect HTTP 400, not 401, when credentials are missing. The body reads
No key / credentials provided - Call
/translation/file/translatewithasync=truefor large files, then poll/translation/file/statusand fetch/translation/file/resultwith the returnedrequestId - Apply dictionaries and translation memories through a profile and pass its UUID as
profile.withDictionaryandwithCorpusare deprecated - Read the terms before automating. They bar benchmark tests and request volumes beyond normal human use, and SYSTRAN may throttle or suspend access
Questions
Which is better for AI agents, Crowdin or SYSTRAN Translate API?
Crowdin scores 69.6 (B) on agent readiness against SYSTRAN Translate API's 40 (E), and leads in 6 of 7 scored categories. SYSTRAN Translate API leads on payments & pricing.
Do Crowdin and SYSTRAN Translate API need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call Crowdin and SYSTRAN Translate API without installing anything?
Yes. Crowdin has a hosted endpoint at https://api.crowdin.com/api/v2 and SYSTRAN Translate API at https://api-translate.systran.net.
Other comparisons with Crowdin or SYSTRAN Translate API
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- Azure Translator vs SYSTRAN Translate API
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- Crowdin vs Google Cloud Translation
- Crowdin vs Lara Translate API
- Crowdin vs LibreTranslate
- Crowdin vs Lingo.dev
- Crowdin vs Lingvanex Translation API
- Crowdin vs Lokalise
- Crowdin vs Phrase
- DeepL API vs SYSTRAN Translate API
- Google Cloud Translation vs SYSTRAN Translate API
- Lara Translate API vs SYSTRAN Translate API
- LibreTranslate vs SYSTRAN Translate API
- Lingo.dev vs SYSTRAN Translate API
- Lingvanex Translation API vs SYSTRAN Translate API
- Lokalise vs SYSTRAN Translate API
- Phrase vs SYSTRAN Translate API
Machine-readable
- This page as Markdown
/compare/crowdin-vs-systran.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/crowdin.json·/api/v1/tools/systran.json - From a terminal
anchor compare crowdin systran(the CLI) - Over MCP
compare_tools {"a": "crowdin", "b": "systran"}at/mcp, no key