Published Sep 30, 2026
| Aspect | Qualys TotalAI | Protect AI | HiddenLayer AISec Platform |
|---|---|---|---|
| Starting Price | Not publicly listed; quote-based; documentation implies licenses map to models + monthly scan caps | AWS Marketplace shows contract dimensions but pricing is effectively "contact sales"; listing includes placeholder values | AWS Marketplace lists a 12-month contract price dimension at a listed enterprise contract price (may be a placeholder or a specific enterprise SKU; requires private offer validation) |
| Recommended for | Existing Qualys customers seeking AI/LLM risk discovery, scanning, and remediation prioritized through TruRisk, integrated with Qualys agents/scanners and dashboards | Organizations seeking a specialist AI security / AI-SPM platform across prompts, models, identity, data, and infrastructure | Large enterprises seeking lifecycle AI security (discovery, supply chain security, attack simulation, runtime security) with vendor specialization |
| Key Strength | Integration with existing Qualys discovery/vulnerability workflows and risk scoring | AI-native specialization and MLSecOps capabilities | AI security specialization and full lifecycle framing |
| Key Weakness | Public evidence is largely vendor-provided; limited independent reviews for TotalAI; licensing constraints (per-model onboarding + scan caps) may limit scale; community feedback indicates potential support complexity | Pricing transparency limited; buyers must validate operational depth and integration with existing stacks | Marketplace price may not reflect actual negotiated pricing; may be resource-intensive and require strong internal AI program maturity |
Sources for competitor pricing/positioning
Narrative analysis