Qualifire vs Faylee

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 Faylee
Detail	Qualifire	Faylee
What it does	Real-time guardrails and evaluation for LLM applications	Bug reporting tool for web apps and coding agents
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	RS
Pricing model	Freemium	Freemium
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	Free plan: up to 3 members, 30 recordings per month, kept for 14 days. Team plan: $12 per member per month (billed yearly at $144) or $15 per member per month (monthly billing), with 14-day free trial. Enterprise: custom pricing on annual contract.
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	Console error logs with full stack traces Network request capture and replay as cURL or HAR Instant replay of the last few minutes without reproduction Page DOM replay for element inspection Automatic sensitive data redaction and masking MCP server integration for AI coding agents Integrations with Linear, Jira, GitHub, Slack, Sentry and more Recording links for non-technical users without extension
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	Complete bug context in one shareable link instead of back-and-forth messages AI coding agents can read the full report and propose fixes automatically Automatic sensitive data protection before any upload Works with any modern browser through recording links, no extension required Integrates with existing dev tools and issue trackers automatically
Community votes	0	0
DR (Domain Rating by Ahrefs)	28 no change since last check	3 no change since last check
Trust Flow (Majestic)	11	3
Citation Flow (Majestic)	26	27
Referring domains (Majestic)	71	30

5 details filled in for both companies.

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