Intento

Intento Overview

Intento is a translation intelligence platform that routes content to the best-performing MT engine per language pair, with unified billing and quality analytics across 20+ engines.

How Intento Works

Intento benchmarks machine translation engines against your domain using its MT harmonized hub, then routes each request to the strongest engine for that language pair — or falls back to custom models. One API and one invoice cover Google, DeepL, Microsoft, Amazon, and specialized engines, with quality scores and spend analytics per engine.

Key Capabilities

• Smart routing: automatic best-engine selection per language pair
• Access 20+ engines (including regional specialists) through one API
• Custom quality benchmarks built from your own evaluation data
• Unified billing and spend analytics across providers
• Generative AI model access alongside traditional MT

Best Use Cases

• Enterprises translating many language pairs (no single engine wins everywhere)
• Teams wanting engine-agnostic benchmarking without manual evaluation
• Procurement simplification: one vendor, one bill, engine flexibility
• High-stakes routing where per-pair quality differences matter

Intento Pricing

Intento's hub access starts around $500/month including a usage allowance, plus per-character consumption passed through from underlying engines. Enterprise agreements add custom benchmark studies and SLAs. A self-serve trial tier exists for evaluation.

Frequently Asked Questions

What does Intento actually do?

It benchmarks MT engines on your content, then routes each translation request to the best engine for that language pair through one API — with unified billing and analytics across providers.

Which MT engines does Intento support?

20+: Google, DeepL, Microsoft, Amazon, Systran, ModernMT, and regional specialists, plus LLM providers. Engine availability updates as the market changes.

Is Intento worth it for small teams?

Usually not — if you translate 1-2 language pairs, one good engine directly is simpler and cheaper. Intento pays off at multi-pair enterprise volume where routing quality gains exceed its platform fee.

Verdict

Intento solves a real enterprise problem — no single MT engine wins all language pairs — with measurement and routing rather than another translation engine. If you translate 10+ pairs at volume, its benchmark-driven routing typically nets quality gains that exceed its fee. Small teams with one or two pairs should use engines directly instead.