Qualifire vs Magpie Audit

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 Magpie Audit
Detail	Qualifire	Magpie Audit
What it does	Real-time guardrails and evaluation for LLM applications	AI landing page audits and conversion rewrites
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Paid
Pricing	Free 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	Starter $12/month (20 page audits), Growth $29/month (60 page audits), Agency $79/month (200 page audits). All include unlimited pages and schedules, every Magpie release, and monthly credit renewal.
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	47 checks on desktop and mobile Specialist report with 9 chapters and 25 sections Automated page monitoring and alerts Competitor comparison Team collaboration with role-based permissions Free report with no sign-up required Checks all page types: SaaS, marketplaces, newsletters, shops, apps, tools, agencies, courses
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	Score in about a minute without setup or sign-up required Rewrites use only what your page says, AI never sets the score Keeps watching after you ship and alerts only when something gets worse Integrates with your AI for in-context questions about what to fix
Community votes	0	0
DR (Domain Rating by Ahrefs)	28 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	11	0
Citation Flow (Majestic)	26	0
Referring domains (Majestic)	71	0

5 details filled in for both companies.

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