Qualifire vs Volans Aquilae

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 Volans Aquilae
Detail	Qualifire	Volans Aquilae
What it does	Real-time guardrails and evaluation for LLM applications	Engineering firm that tests AI agents before customers use them
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	TH
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	Production readiness review: USD 10,000 (ten working days, up to 10 tools and MCP servers, one re-run within 30 days). Founding-client price for first three: USD 6,000 for published summary. Forward deployed engineers: USD 12,000 per engineer per month (minimum one month, invoiced monthly in advance
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	Automated tests built from real production failures Security review of tools and MCP servers Signed go/no-go verdict from founder One re-run within 30 days Up to 10 tools and MCP servers per review Forward deployed engineers for go-lives Round-the-clock engineer support Monthly regression testing after model changes Up to 100 production traces per agent per month
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	Founder personally leads and signs every verdict Same price for go and no-go verdicts All code built stays in customer's repository 24/7 engineer shifts to match customer time zones Founding-client price of USD 6,000 for first three reviews
Community votes	0	0
DR (Domain Rating by Ahrefs)	28 no change since last check	4 no change since last check
Trust Flow (Majestic)	11	0
Citation Flow (Majestic)	26	16
Referring domains (Majestic)	71	5

5 details filled in for both companies.

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