Keywords AI
Compare Lakera and Wiz side by side. Both are tools in the AI Security category.
| Category | AI Security | AI Security |
| Pricing | Freemium | — |
| Best For | Teams deploying user-facing LLM applications who need protection against prompt injection | — |
| Website | lakera.ai | wiz.io |
| Key Features |
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| Use Cases |
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Key criteria to evaluate when comparing AI Security solutions:
Lakera provides real-time AI security that protects LLM applications from prompt injection, jailbreaks, data leakage, and toxic content. Lakera Guard is a low-latency API that scans inputs and outputs to detect and block attacks before they reach the model. The platform defends against the OWASP Top 10 for LLMs and is used by enterprises to secure customer-facing AI applications.
Wiz is the dominant cloud security platform and the leader in AI Security Posture Management (AI-SPM). It automatically discovers and maps shadow AI pipelines, model deployments, and training data across AWS, Azure, and GCP. Wiz identifies misconfigurations, exposed models, and sensitive training data risks across the entire AI supply chain. As the most widely adopted cloud security platform, Wiz is the de facto standard for securing enterprise AI infrastructure.
Platforms focused on securing AI systems—prompt injection defense, content moderation, PII detection, guardrails, and compliance for LLM applications.
Browse all AI Security tools →The primary risks are prompt injection, data leakage, jailbreaking, and hallucination. Each requires different mitigation strategies.
If your LLM application handles sensitive data or is user-facing, yes. Basic input validation is not enough — LLM attacks are sophisticated and evolving. Dedicated tools stay updated against new attack vectors and provide defense-in-depth.