8 Best Protect AI Alternatives in 2026 for Model and Agent Security

Eight Protect AI alternatives for model scanning, red teaming, and agent runtime security, plus our hands-on test of ModelScan, ModelAudit, and picklescan.

Eight Protect AI alternatives for model scanning, red teaming, and agent runtime security, plus our hands-on test of ModelScan, ModelAudit, and picklescan.

Lakera, HiddenLayer, and Mindgard compared on runtime guardrails, red teaming, model scanning, deployment, AWS list prices, and an original developer access test.

Seven Lakera alternatives after Check Point bought Lakera, compared on ownership, tool call coverage, self-hosting, published prices, and an original open classifier test.