Comparison
Pavlov vs Hoxhunt
In short: Hoxhunt is an adaptive, gamified end-user training product for an organization's own employees. Pavlov is the white-label engine and API underneath — built so trainers, MSPs, and platforms can deliver or embed simulations under their own brand. Choose Hoxhunt to adopt a polished training experience; choose Pavlov to build one that's yours.
What is Hoxhunt?
Hoxhunt uses AI and behavioral science to deliver personalized, gamified micro-training. Instead of periodic blast campaigns, employees receive simulations on a continuous cadence calibrated to their individual progress, with instant feedback and human-risk analytics. It's a strong engagement-first choice for larger organizations training their own staff on Hoxhunt's platform.
What is Pavlov?
Launching Fall 2026 — this describes Pavlov's product approach.
Pavlov is white-label security simulation as a service, delivered by API and MCP. It isn't a destination training app; it's the infrastructure beneath one — built so trainers, training providers, and software platforms can run realistic simulations under their own brand and feed results back into their own programs and products.
Side by side
| Hoxhunt | Pavlov | |
|---|---|---|
| Model | End-user training SaaS | White-label API / MCP |
| Best for | Your own employees | Trainers, MSPs, platforms |
| Branding | Vendor brand | Your brand (white-label) |
| Shape | Packaged experience | Engine you build on |
| Approach | Adaptive, gamified training | Simulation infrastructure |
| Integration | Platform + integrations | API and MCP first |
| Status | Available | Launching Fall 2026 |
Who should choose which
Choose Hoxhunt if you want to adopt a refined, adaptive training experience for your own employees out of the box. Choose Pavlov if you want to deliver simulations under your own brand — as a trainer or MSP serving clients, or a platform embedding them as a native feature.
Want the engine, not someone else's app?
Pavlov is white-label simulation by API. Join the waitlist for the Fall 2026 launch.
Join the waitlist