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Qualifire vs ProUXAudit

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 ProUXAudit
DetailQualifire logo QualifireProUXAudit logo ProUXAudit
What it doesReal-time guardrails and evaluation for LLM applications Find UX friction before your users do
StageNot given Startup
FoundedNot given Not given
Based inNot given EE
Pricing modelFreemium Freemium
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 Free plan with 3 audits per month; Starter €9/month for 15 audits; Pro €29/month for 100 audits; Team €199/month for higher volume; Pro UX Audit €249 one-time.
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
  • Structural page capture and analysis
  • Friction scoring with severity ratings
  • Strategy scoring with diagnostic sub-scores
  • KPI-mapped todo plan with acceptance criteria
  • Shareable public report links
  • Results in about one minute
  • No sign-up required for free audit
  • AI narrative explanation of results
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
  • Deterministic rule engine identifies friction ceiling explicitly
  • KPI mapping connects findings to business metrics
  • AI-readable formats for agent automation
  • Done-for-you expert teardown option
Community votes00
DR (Domain Rating by Ahrefs)28 no change since last check2 no change since last check
Trust Flow (Majestic)110
Citation Flow (Majestic)2619
Referring domains (Majestic)712

5 details filled in for both companies.

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