IconBattle vs QuantLabs

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

IconBattle compared with QuantLabs
Detail	IconBattle	QuantLabs
What it does	Blind app icon testing for developers	Stock and ETF analysis with Q-Scores, peer comparisons, screeners, AI market briefs and a US economy dashboard
Stage	Not given	MVP
Founded	Not given	Not given
Based in	Not given	CA
Pricing model	Freemium	Freemium
Pricing	Free: Create a public Battle with blind voting and identity reveal. First Look (sponsored placement): From $1 opening bid, each new bid at least $1 higher, no preset maximum.	Free: Stock and ETF pages, screener, comparisons, macro dashboard and price-rule backtests. Pro: $7.50 per month (free during public beta) includes full AI briefs, email digests, all 8 Q-Scores for screening, portfolios, risk controls and 14+ additional features.
Key features	Create public Battles to collect blind icon preferences Shareable Battle links and cards Live voting pool with real users Preference results after reaching vote threshold Optional sponsored First Look placement	Q-Scores for stocks and ETFs ranked against industry and sector peers Deep screener with valuation, margins, debt and technical filters Side-by-side asset comparisons with scores, returns and fundamentals Economy dashboard with FRED rates, inflation and jobs data Backtesting for price and technical rules over five years AI-generated briefs on companies, funds and markets Watchlists with market newsletter and price alerts
What makes it different	Blind testing removes brand and name bias from icon decisions First impression feedback before App Store submission Public voting from real users provides actionable signals	Built on SEC filings and market data for comprehensive company analysis See company fundamentals in a minute instead of an afternoon AI briefs grounded in numbers on the page with follow-up questions Free access to screener, comparisons and backtesting without account Eight Q-Scores covering growth, profitability, valuation, leverage, risk and performance
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	7 no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	13	4
Referring domains (Majestic)	1	1

5 details filled in for both companies.

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