Qualifire vs AlwaysQA

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 AlwaysQA
Detail	Qualifire	AlwaysQA
What it does	Real-time guardrails and evaluation for LLM applications	AI testing tool that runs browser checks, diagnoses failures, and sends fix-ready evidence for critical web app flows
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	PL
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	Starter: 30-day free trial, then $9/month (10 active Test Cases, 50 Runs per Billing Period, 2,000 bug reports classified). Basic: $29/month (50 active Test Cases, 200 Runs, 10,000 bug reports). Pro: $199/month (100 active Test Cases, 1,000 Runs, 10,000 bug reports). Enterprise: Custom pricing.
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	Web testing in real browser API testing with response validation Plain-language test case creation MCP integration for coding agents Bug classification and prioritization Automated regression on schedule Evidence collection and browser replay Team roles and shared subscription CLI for test case drafting Signed-in workflow testing
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	No test code required—describe workflows in plain language Integrates directly with coding agents via MCP Clear, evidence-based test outcomes with diagnostics Adaptive to app changes without test rewrites
Community votes	0	0
DR (Domain Rating by Ahrefs)	28 no change since last check	9 no change since last check
Trust Flow (Majestic)	11	3
Citation Flow (Majestic)	26	22
Referring domains (Majestic)	71	35

5 details filled in for both companies.

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