Side by side
HouYi vs KonaRed
Both stand on ai red teaming tools. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Paid Self-hosted
HouYi provides a self-hosted way to run prompt injection tests, with a demo and an example harness. Custom targets require integration work and an OpenAI API key.
Visit HouYi Paid APISelf-hosted
KonaRed combines automated adversarial assessments with category-based reporting and tracking for production AI systems. Its enterprise focus, deployment choices and custom scenarios support repeatable testing, while pricing and suitability depend on organizational requirements.
Visit KonaRedThe facts
| HouYi | KonaRed | |
|---|---|---|
| Free plan | Not published | Not published |
| Open source | Not published | Not published |
| Runs on | Self-hosted | API, Self-hosted |
| Lowest paid plan | Not published | Free or on request |
| Plans published | None | 1 |
| Maker | Not published | Not published |
| Website | github.com | konasense.com |
| On ai red teaming tools | #22 of 27 | #18 of 27 |
HouYi: what it does well
- Automates prompt injection attacks.
- Includes a demo script and a BotSonic harness example.
- Apache-2.0 license.
- The associated paper discusses mitigation tactics.
What to know first
- Requires Python 3.8 or later and dependency installation.
- Requires an OpenAI API key.
- Users must build a harness for custom targets.
KonaRed: what it does well
- Tests models, agents and workflow endpoints
- More than 31 listed attack scenarios
- Provides remediation and retest workflows
- Tracks vulnerabilities, trends and estimated costs
- Supports cloud, customer AWS and on-prem deployment
What to know first
- Pricing is available only on request
- Not aimed at hobby demonstrations
- Requires an AI workflow target
- Enterprise scope depends on deployment and capabilities
Alternatives to HouYi Alternatives to KonaRed The whole list