Model Hubs & ServingCardMagic-Classifier
General classifier module for Bayesian and other types of classifications.
- Status
- Generally available
- Last checked
- Checked · Oct 6, 2026
- License
- Open source
- Pricing
- Free tier · from $0
What it is
A general-purpose classification tool that supports various methods including Bayesian. It is designed to be flexible and powerful, making it suitable for a wide range of classification tasks in different domains.
CardMagic-Classifier stands out by offering a flexible and customizable approach to classification tasks, particularly in Bayesian methods, making it ideal for developers who require fine-grained control over their models.
When it fits — and when it doesn’t
A good fit for
Developers working on text classification tasks who need flexibility and customization options.
Teams building machine learning pipelines that require Bayesian or other probabilistic classifiers.
Look elsewhere if
Projects requiring real-time classification with strict latency requirements, as the tool is self-hosted and may not offer low-latency guarantees.
Users looking for a managed service solution without the need to host their own infrastructure.
Known weaknesses
Each one links to the public issue, changelog or docs page it came from, where we have one.
- 01
Limited documentation for advanced use cases
Examples and tutorials are sparse beyond basic usage scenarios
- 02
Performance issues with large datasets
Processing times increase exponentially as dataset size grows, impacting real-time applications
What it does well
Supports multiple classification methods including Bayesian
Flexible and customizable for various use cases
Open-source with a growing community
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 CardMagic-Classifier
Setup steps, common gotchas and what to check after 30 days.