99tests vs Qualifire

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

99tests compared with Qualifire
Detail	99tests	Qualifire
What it does	Real testers run your AI-generated test cases on real phones and browsers with a human-verified pass/fail report in 3 days	Real-time guardrails and evaluation for LLM applications
Stage	Established	Not given
Founded	2011	Not given
Based in	IN	Not given
Pricing model	Paid	Freemium
Pricing	Starter ₹9,999 + GST (5 sessions × 45 min, 2 devices/browsers, up to ~25 test cases, 3 business days); Standard ₹18,999 + GST (10 sessions × 45 min, 4 devices/browsers, up to ~50 test cases, 3 business days); Deep ₹34,999 + GST (20 sessions × 90 min, 6 devices/browsers, up to ~120 test cases, 5 busi	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
Key features	Test case execution on real Android and iOS phones Cross-browser testing on Chrome, Safari, Edge and Firefox Human-verified pass/fail results for every test case Screenshot and video recording of every failure Exact reproduction steps for every failure Device, OS and browser version details in report Verified severity grading against published rubric Duplicate finding merging and verification One-click re-run on same plan with new build Coverage table showing pass/fail/blocked status per device	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
What makes it different	Real devices only, not emulators or simulators Human verification catches failures emulators and AI agent test runs miss Fixed price with no hourly overage or hidden charges Unfilled device sessions automatically credited to next job	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
Community votes	0	0
DR (Domain Rating by Ahrefs)	28 +1 (up) since last check	28 no change since last check
Trust Flow (Majestic)	9	11
Citation Flow (Majestic)	32	26
Referring domains (Majestic)	109	71

5 details filled in for both companies.

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