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VerifiedChecked 2026-10-21

Alconost MQM Annotation Tool

LocManic is owned by Alconost, which also owns Alconost MQM Annotation Tool. We apply the same evidence standards to every product.

Browser-based tool for human MQM annotation of translation outputs, with normalized project scores, adjustable error weights and structured exports for quality analysis.

Translation quality evaluation platforms
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FootprintOverviewPricingReviewsIntegrationsSources

Localization footprint

Where Alconost MQM Annotation Tool fits

LocManic is owned by Alconost, which also owns Alconost MQM Annotation Tool. We apply the same evidence standards to every product.

Localization areas

Primary and supporting use cases
Job coverage

Selected jobs

3 distinct jobs across 2 localization areas

StrongBuild pipelines with APIs, CLIs and SDKs ↗

Uses REST endpoints to create annotation projects, distribute linguist links, monitor completion and export annotations and scores into downstream evaluation pipelines.

Condition: An API token is required to create projects.Alconost.MT source ↗
StrongEvaluate MT and AI quality on your content ↗

Benchmarks translation systems on supplied source and target content through human MQM annotations, error-weighted scores and system-level comparisons.

Condition: Requires human evaluators and prepared translation outputs; evaluation is based on annotated errors.Alconost.MT source ↗
StrongScore translation quality ↗

Supports human MQM error annotation with categories and severities, normalized project-level quality scores, adjustable weights and pass/fail thresholds, plus structured reports and exports.

Condition: Annotators must supply human judgments; API project creation requires an API token.Alconost.MT source ↗

Overview

What Alconost MQM Annotation Tool does

Alconost MQM Annotation Tool organizes human error annotation of translation outputs and exports segment-level annotations and project quality scores. Expert-annotation services and MQM datasets are separate offerings.

Buying context

Fit and constraints

Best for
Researchers and localization teams collecting structured human MQM annotations and comparing translation outputs using error categories and severity scores.
Relevant constraints
  • Quality scoring requires human MQM annotations.
  • Creating projects through the API requires a token; annotators access project-specific links.
  • Enterprise private deployments and source-code licenses require separate arrangements.
  • Expert-annotation services and datasets are separate offerings.
Review status
Reviewed 2026-10-21

Pricing

Plans and billing

Pricing has not been researched yet.

The web annotation tool is advertised as free. API access requires a requested token for project creation; separate API or enterprise terms were not established.

View official pricing ↗

Reviews

Buyer reviews

☆☆☆☆☆No published rating yet0 buyer reviews have passed editorial review

No buyer review has passed editorial validation yet. Vendor testimonials are never converted into ratings.

Environment fit

Platform & integrations

How Alconost MQM Annotation Tool works with your other tools. Open a finding for its source and any plan or setup limits.

Integrations

Tools Alconost MQM Annotation Tool connects to.

We haven’t added integration details for this product yet.

Not yet recorded means we haven’t added a finding here. It doesn’t mean the feature is missing. We check these connections and settings separately from the work shown on the fit map.

Product references

LocManic's fit assessments are our editorial opinion. Check Alconost MQM Annotation Tool's website for the latest features, plans and pricing.

Represent Alconost MQM Annotation Tool? Contact us to suggest an update, or claim this profile.

  1. Pricing ↗alconost.mt/mqm-tool/Company source
  2. Documentation ↗alconost.mt/mqm-tool/api-guide/Company source

Alternatives

Peers in this market

11

LocManic is owned by Alconost, which also owns QACAT, GitLocalize, and Localize.io. We apply the same evidence standards to every product.

QACATLocalization quality assurance platform combining deterministic translation checks, AI quality analysis, human language evaluation, and screenshot-based in-context review.ContentQuoContentQuo is a localization quality evaluation platform for organizing human and AI-assisted translation quality evaluations, scoring, reviewer feedback, and quality analytics.CrowdinSoftware and app localization platform with repository synchronization, an online translation editor, translation memory, machine translation, QA and app-delivery tools.DeepL Translator & Translate APIMachine translation for text and documents through DeepL Translator and the Translate and Document APIs, with glossary controls and formatting-preserving document translation.ElevenLabs (Dubbing v2 & Scribe)Current AI dubbing and speech-to-text products for translated audio and time-coded transcripts. This profile covers Dubbing v2 and Scribe within the ElevenLabs suite.GengoA human translation service with self-service web ordering and an API for submitting translation work to human translators.GitLocalizeGitHub-connected continuous localization platform for translating repository files, tracking source changes, reviewing translations, and returning approved files through pull requests.inlang (Fink, Sherlock, Paraglide JS)An open localization ecosystem centered on translation files kept in Git. Its tools share an inlang project model and include Paraglide JS, a JavaScript internationalization library; Sherlock, a VS Code extension; Fink, a GitHub-based translation editor; and a CI-oriented CLI.Localize.ioAPI-based localization service for submitting strings or files for AI translation, with configurable model routing, customer-supplied language assets, automated checks, optional human review and job-level records.Phrase (Phrase TMS, Phrase Strings, Orchestrator, Language AI)Phrase is an active localization platform combining enterprise translation management, software string localization, workflow orchestration, and machine translation and AI capabilities.SmartlingCloud translation management platform for organizing multilingual content and localization workflows, with integrations, website localization, translation tools, and quality reporting.