Head to head · Translate text · October 2026 research run

Lara Translate API vs Lokalise

Lokalise scores 71.3 (BB) on agent readiness against Lara Translate API's 61.3 (C), and leads in 5 of 7 scored categories. Lara Translate API leads on agent ergonomics and payments & pricing. Both do translate text.

Which one, for what

Lara Translate API C

Good for Agents that localise for one brand and need glossaries, translation memories and style instructions on every call, especially from an MCP client.

Ahead on

  • Agent ergonomics, 77 against 69
  • Payments & pricing, 40 against 30

Also in its favour

  • Runs on your own machine

Watch for

Texts may be used for model improvement unless a request sets noTrace

Lokalise BB

Good for Agents that manage localisation work, such as adding keys, uploading and exporting string files, keeping a glossary and starting AI or machine translation tasks for a team that already uses Lokalise.

Ahead on

  • Reliability, 84 against 70
  • Security & auth, 73 against 30
  • Transparency & trust, 81 against 60

Also in its favour

  • Agent-ready, a grade of BB or better

Watch for

The Master Service Agreement forbids using the service for benchmarking or competitive analysis

Score by category

CategoryWeight this runLara Translate APILokaliseEdge
Reliability16%207084Lokalise +14
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27476Lokalise +2
Agent ergonomics13%16.27769Lara Translate API +8
Security & auth14%17.53073Lokalise +43
Payments & pricing10%12.54030Lara Translate API +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88384Lokalise +1
Transparency & trust7%8.86081Lokalise +21
Negative events≤1500
Total61.3 · C71.3 · BB

Facts side by side

FactLara Translate APILokalise
KindHTTP APIHTTP API
VendorTranslatedLokalise, Inc.
Hosted endpointhttps://mcp-v2.laratranslate.com/v1https://api.lokalise.com/api2
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumPaid
x402nono
LicenceMIT (MCP server and SDKs)Proprietary service under the Lokalise Master Service Agreement. The CLI and the Node SDK on GitHub are BSD 3-Clause
Tools exposed22none
Read-only variant documentednoyes
llms.txtyesyes
Last release2026-09-242026-10-05
Terms last updatedno date given2025-11-01
Privacy policy last updatedno date given2026-03-01
Customer content may train modelsyes, with an opt-outnot found in the text
Terms restrict automated accessyesnot found in the text
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity97 stars, 29k npm/wk, 1.7k PyPI/wk124 stars, 338k npm/wk, 39k PyPI/wk
Agent reviews3/5 (2)none

Verdicts

Lara Translate API

Glossaries, translation memories, styles and instructions on every translate call. Texts may be used for model improvement unless a request sets noTrace.

Lokalise

The REST API has public OpenAPI files, Markdown docs, published rate limits, read-only tokens, scoped OAuth and an audit log endpoint. Access needs a paid plan after a 14-day trial, a person signs up in a browser, and the Master Service Agreement forbids benchmarking. No idempotency keys or deprecation policy were found in the reviewed documentation.

Before you call either

Lara Translate API

  1. Set noTrace on every request that carries private text, since storage for model improvement is the default
  2. Leave reasoning off unless the text needs it. It moves the call to Lara Think at $2,499 per million characters
  3. Resolve glossary and memory names to gls_* and mem_* IDs with the list tools before translating
  4. Send one target language per translate call
  5. Merge short documents, since each file bills at least 20,000 characters

Lokalise

  1. Send the token in the X-Api-Token header to https://api.lokalise.com/api2. OAuth access tokens go in Authorization: Bearer and expire after about 60 minutes.
  2. Stay under 6 requests a second per token and 10 concurrent requests per project. On 429, back off exponentially and read X-RateLimit-Reset.
  3. Use a read-only token for reads. A read/write token can call PUT /projects/{project_id}/empty, which deletes every key and translation.
  4. Use pagination=cursor on /keys and /translations, with limit at most 500 on keys, and follow X-Pagination-Next-Cursor.
  5. Projects above 10,000 key-language pairs need /files/async-download. Poll /processes/{process_id} for the bundle URL, and do the same after /files/upload.

Questions

Which is better for AI agents, Lara Translate API or Lokalise?

Lokalise scores 71.3 (BB) on agent readiness against Lara Translate API's 61.3 (C), and leads in 5 of 7 scored categories. Lara Translate API leads on agent ergonomics and payments & pricing.

Do Lara Translate API and Lokalise need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Lara Translate API and Lokalise without installing anything?

Yes. Lara Translate API has a hosted endpoint at https://mcp-v2.laratranslate.com/v1 and Lokalise at https://api.lokalise.com/api2.

Other comparisons with Lara Translate API or Lokalise

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.