Why REFR Stock dropped -7.89% Today — RQD Quant Desk Flash

Per the Roarable RQD rating, REFR scores 32 out of 100, grade E, labeled "Roarable Strong Sell — Forensic Risk / Avoid." The five pillars are: fundamental cash engine at 8/20 (ROIC -35%; FCF yield -10.03%); whale 13F flow at 8/20 (institutional accumulation and options positioning); insider conviction at 3/20 (SEC Form 4 and Congressional PTR cluster flow); macro regime fit at 5/20 (Beta 1.0; sector sensitivity); and forensic balance sheet at 8/20 (Altman Z 2.5; Piotroski F 2/9; Debt/Equity 0.5).

For a prospective investor, the weakest pillar is insider conviction, which the rating scores at 3 out of 20, while the fundamental cash engine is also weak given negative ROIC and negative FCF yield. The forensic balance sheet score is held back by a Piotroski F-Score of 2 out of 9. Upside drivers would have to come from a reversal in cash generation, which the rating's inputs do not show. The valuation tradeoff is that the stock trades at $0.38 with a $13.3M market cap while reported net losses persist, so price alone does not offset the negative cash metrics. The rating's conclusion is that the risk profile is elevated relative to the scored inputs.

Research Frontiers Incorporated (REFR) is a NASDAQ-listed issuer classified under the Industrials sector and Multi-Sector Companies industry, per the profile. Source data does not describe its products, customers, or revenue model beyond reported revenue figures. Per the SEC financials, revenue was $1.1M in FY 2025, $1.3M in FY 2024, and $0.9M in FY 2023. Per the market data, the gross margin is 0%.

Per the market data, operating margin and net margin are each -60%, and ROIC is -35%. Per the Roarable RQD rating, the Altman Z-Score is 2.5, the Piotroski F-Score is 2 out of 9, and Debt/Equity is 0.5. Per the SEC financials, cash declined from $2.0M in FY 2024 to $0.7M in FY 2025 while FCF remained negative in each reported year.

Per the recent news and catalysts section, the most prominent item is a Yahoo Finance headline referencing a $7 Million financing by Gauzy that the headline associates with restarting SPD-SmartGlass production, fulfilling a customer backlog, introducing new products, and expanding global market opportunities for Research Frontiers. Other items are TradingView, kalkine.ca, and Yahoo! Finance Canada pages covering REFR market action, all marked YELLOW. The one RED item is a headline reporting "REFR Q1 2026 Earnings: $0.02 Loss Per Share as Shares Edge Lower," flagged RISK WATCH, with a summary source that does not identify a publisher. The Butterfly Supply-Chain Graph shows supply_chain as NONE with no butterfly links and no proprietary signals.

• What are REFR's products and end markets, given the source data provides only sector classification and financial figures?
• Does the Gauzy financing referenced in the news wire translate into revenue or backlog figures reflected in the reported financials?
• What drove the Q1 2026 loss per share cited in the RISK WATCH headline, and how does it relate to the FY 2025 net loss of $-2.0M?
• What is the debt position, since the debt field is N/A in every reported period while Debt/Equity is 0.5?
• What is the source and nature of the Roarable RQD sub-scores for whale flow and insider conviction, given no holder or analyst records are provided?