ucto
Unicode-aware tokenizer for various languages using regular expressions.
- Status
- Generally available
- Last checked
- Checked · Oct 13, 2026
- License
- Open source
- Pricing
- Free tier · from $0
What it is
UCTO is a Unicode-aware regular-expression based tokenizer and C++ library that supports multiple languages. It also supports FoLiA format, making it useful for natural language processing tasks involving text tokenization.
UCTO stands out with its Unicode-awareness and support for the FoLiA format, making it particularly suitable for multilingual NLP tasks where precise tokenization is crucial.
When it fits — and when it doesn’t
A good fit for
Developers working on multilingual text processing projects who need a robust tokenizer with Unicode support.
Researchers and data scientists preprocessing text data in multiple languages.
Look elsewhere if
Projects requiring real-time tokenization as UCTO is designed for batch processing.
Applications that require extensive customization beyond regular-expression capabilities.
Known weaknesses
Each one links to the public issue, changelog or docs page it came from, where we have one.
- 01
Limited language support beyond C++
UCTO is primarily a C++ library, limiting its accessibility and ease of integration for developers working in other languages.
- 02
Complex setup process
The documentation lacks clear instructions on setting up the environment, especially for users not familiar with C++ development environments.
- 03
Small community and limited support
Given its niche focus and specific language requirements, UCTO has a relatively small user base which can lead to slower issue resolution and less frequent updates.
What it does well
Unicode-aware tokenization
Support for FoLiA format
Regular-expression based tokenizer
Pricing
- Free tier
- YesOpen source — free to use
- Paid from
- $0
- Model
- Flat rate
- Enterprise plan
- No
Pricing not independently confirmed — check the vendor’s page.
Performance benchmarks
How Fast Is It?
Set up ucto
Setup steps, common gotchas and what to check after 30 days.
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