Agentshield vs Lakera - Agent Control Plane vs Guardrails
Both Agentshield and Lakera protect AI applications, but they sit at different scopes. Lakera focuses on LLM input and output guardrails, especially prompt-injection detection. Agentshield is a runtime control plane for agents that take actions, unifying a firewall with tool and data permissions, monitoring, human approval, and an immutable audit trail. Here is an honest side by side.
| Capability | Agentshield | Lakera |
|---|---|---|
| Prompt-injection firewall | Core strength | |
| Tool and data permissions | × Not the focus | |
| Real-time action monitoring | Partial Around guardrails | |
| Human-approval gates | × | |
| Immutable audit trail | Partial Decision logs | |
| Stack-neutral control plane | Partial SDK/API guardrails | |
| Transparent self-serve pricing | Partial Mixed |
The verdict
Choose Lakera if you primarily need strong LLM input and output guardrails. Choose Agentshield if your agents call tools and take actions and you want firewall, least-privilege permissions, monitoring, human approval, and an audit trail in one self-serve control plane.
This comparison is meant to be fair and reflects publicly available information. Both products evolve; verify the latest before deciding.