Cypherz vs Tonic Textual
Tonic.ai built one of the best synthetic-data platforms; Textual is its unstructured-PII spin-off, with strong transformer-based detection across text, JSON, HTML, and PDFs and a LangChain integration shipped in March 2026. Cypherz overlaps on tokenization but has a different shape: per-request pricing, drop-in AI SDK, and a free tier — designed for developers integrating one or two AI features, not data engineering teams.
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Transformer-based PII detection — high accuracy on natural text
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Synthesis (replacement with realistic fake values, not just redaction)
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Per-request pricing developers can predict at quote time
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True drop-in: replace your OpenAI import line, done
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Wider built-in file support (XLSX, DOCX, images, scanned PDFs via OCR)
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Free tier with 50k req/mo; Tonic's lowest tier is Tonic Fabricate at $29/mo for a different product
• Transformer-based PII detection — high accuracy on natural text
• Synthesis (replacement with realistic fake values, not just redaction)
• Mature LangChain integration
• Strong fit for healthcare and clinical-notes pipelines
• Per-request pricing developers can predict at quote time
• True drop-in: replace your OpenAI import line, done
• Wider built-in file support (XLSX, DOCX, images, scanned PDFs via OCR)
• Free tier with 50k req/mo; Tonic's lowest tier is Tonic Fabricate at $29/mo for a different product
Tonic Textual is pay-as-you-go per 1,000 words processed, with sublinear bulk discounts; enterprise is custom. Cypherz is flat per-month tiers with a real free tier and predictable overage.
| Dimension | Tonic Textual | Cypherz |
|---|---|---|
| Time to first request | Hours (API) | Minutes |
| Pricing model | Per 1,000 words | Self-serve, transparent |
| Developer experience | API-first | Drop-in SDK |
| Self-hostable | Enterprise only | Yes (docker-compose) |
| File pipeline | Text, JSON, PDFs | PDF, DOCX, XLSX, CSV, images, OCR |
| Custom name/company lists | Custom detection models (enterprise) | Free on every tier |
Common questions
For developer-shaped AI integrations — yes, and you'll likely ship faster. For enterprise-shaped data privacy vault deployments with central PII storage as the goal, Tonic Textual remains the more mature pick.
Yes. Tokenization mappings are project-scoped on both products; you can rotate keys and re-tokenize within a maintenance window. We've helped customers migrate in under a day.
Yes, at Business and Enterprise tiers we sign BAAs (HIPAA) and DPAs (GDPR). Free and Pro tiers do not include signed agreements but use the same encryption and audit primitives.
EU (Hetzner — Helsinki and Falkenstein) by default for the managed product. Self-host anywhere with one docker-compose command.
Get started
Sign up free, create a project, mint an API key. Drop our SDK in. The first tokenized request hits before you finish your coffee.
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