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Qualifire vs Procteye Integrity SDK

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Qualifire compared with Procteye Integrity SDK
DetailQualifire logo QualifireProcteye Integrity SDK logo Procteye Integrity SDK
What it doesReal-time guardrails and evaluation for LLM applications Anti-cheat for online assessments
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Not given
PricingFree plan includes 3 million tokens per month, unlimited users, and community support. Basic plan is $0/month with 300k monthly tokens and up to 3 protection rules. Pro plan is $550/month including 1 billion monthly tokens, unlimited protection rules, and email and Slack support. Additional tokens a Not given
Key features
  • Real-time guardrails with sub-20ms latency
  • Hallucination detection and prevention
  • Small language model judges tailored to business domain
  • Content moderation and safety checks
  • PII detection and masking
  • Prompt management and studio
  • Complete observability and tracing
  • Rogue red team platform for agent evaluation
  • Multiple deployment options
  • Policy enforcement and custom rules
  • Tab-focus, copy/paste, fullscreen-exit and single-face checks via webcam
  • Phone observer for second angle detection
  • Desktop lockdown with kiosk mode and keyboard hook
  • On-device processing with MediaPipe classifiers
  • Evidence control options: none, thumbnails, or short clips
  • Server-authoritative verdict system
  • Webhook notifications for threshold crossings
  • GDPR, FERPA and BIPA compliance by design
What makes it different
  • 99.6% faster evaluation than alternatives
  • 97% cost reduction compared to traditional solutions
  • Small judges providing low latency and cost efficiency
  • Contextual guardrails that consider application context
  • Purpose-built for agentic systems, RAG, and chatbots
  • Runs entirely on-device; video never leaves the device unless explicitly captured
  • No ML training or camera pipeline required to get started
  • Three flexible assurance tiers for different exam stakes
  • Privacy-first design with explicit consent and evidence minimization
  • Integration in under five minutes with one API call
Community votes00
DR (Domain Rating by Ahrefs)28 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)110
Citation Flow (Majestic)260
Referring domains (Majestic)710

3 details filled in for both companies.

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