Comparison
TriggerLab vs Giskard
Giskard scans your LLM for vulnerabilities. TriggerLab certifies your agent is production-ready. One finds problems — the other proves you've solved them.
TriggerLab
End-to-end certification platform. Tests your agent with 105+ adversarial scenarios, evaluates with a 3-layer system (deterministic + behavioral + AI judge), and issues a cryptographically signed certificate with compliance mapping. Includes anti-gaming detection.
Giskard
Open-source LLM testing and vulnerability scanning platform. Automated adversarial probes with human-in-the-loop review dashboards. Strong focus on RAG evaluation and EU AI Act compliance. Backed by 3M EUR in strategic funding.
Feature Comparison
| Feature | TriggerLab | Giskard |
|---|---|---|
| Type | Certification platform | Vulnerability scanner + evaluation |
| Setup | Paste URL, click test | Python SDK or UI deployment |
| Adversarial tests | 105+ built-in scenarios | 50+ automated probes |
| Certificates | RSA-2048 cryptographic | None |
| Compliance mapping | SOC 2 / GDPR / HIPAA / ISO 27001 | EU AI Act focus |
| RAG evaluation | Agent endpoint testing | Dedicated RAG evaluation (RAGET) |
| Human-in-the-loop | Automated with AI judge | Visual review dashboards |
| Agent directory | Yes (The Lab) | None |
| PvP Arena | Yes | None |
| PDF reports | Yes | Reports via UI |
| Embeddable badges | Yes | None |
| Open source | No | Yes (core library) |
| Anti-gaming detection | Yes (honeypots, fingerprinting) | None |
| Pricing | Free / $49 / $149 | Free tier + enterprise |
When to choose TriggerLab
- You need a verifiable certificate to share with customers
- You want one-click testing without writing Python code
- You need multi-framework compliance (SOC 2 + GDPR + HIPAA + ISO 27001)
- You want to list your agent in a public directory with trust scores
- You care about anti-gaming — ensuring test results are authentic
- You want embeddable trust badges for your landing page
When to choose Giskard
- You need dedicated RAG pipeline evaluation (RAGET)
- You want human-in-the-loop review with collaborative dashboards
- You prefer open-source tools you can self-host and customize
- Your primary compliance concern is the EU AI Act specifically
- You want to run custom vulnerability scans via Python SDK
- You need to compare different model versions during development
The bottom line
Giskard excels at development-time vulnerability scanning with its open-source Python library and RAG-specific evaluation tools. TriggerLab excels at production-time certification with its signed certificates, compliance mapping, and public trust infrastructure.
Use Giskard during development to find and fix vulnerabilities. Use TriggerLab when you're ready to certify your agent for production and need proof your customers can verify.
Ready to certify your agent?
105+ adversarial tests. Signed certificate. Compliance report. Free to start.
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