CVD Equipment Corporation (CVV) — RQD Stock Rating Cockpit

Per the Roarable RQD rating, CVV carries an RQD Score of 24 with a letter grade of E, labeled "Roarable Strong Sell — Forensic Risk / Avoid." The five pillars are scored as follows: Fundamental Cash Engine at 5 / 20 (ROIC -9.4%; FCF yield -13.27%), Whale 13F Flow at 3 / 20 (institutional accumulation and options positioning), Insider Conviction at 3 / 20 (SEC Form 4 and Congressional PTR cluster flow), Macro Regime Fit at 4 / 20 (Beta 1.0; sector sensitivity), and Forensic Balance Sheet at 9 / 20 (Altman Z 7.07; Piotroski F 3/9; Debt/Equity 0.5).

For a prospective investor, the weakest pillars are the cash engine and the ownership-flow signals, both scored at or near the floor. A negative ROIC and negative free-cash-flow yield indicate the business is not currently converting capital into cash returns. The balance-sheet pillar is the strongest component, reflecting a high Altman Z-Score and moderate leverage, but a Piotroski F-Score of 3 out of 9 signals weak fundamental quality. Upside drivers would need to come from a reversal in operating profitability, which the source data does not show. Valuation cannot be framed against earnings because P/E and EPS are not available in source data. Overall, the rating points toward caution and avoidance rather than accumulation.

Per the company profile, CVD Equipment Corporation is a NASDAQ-listed issuer in the Technology sector, operating within Industrial Machinery/Components. The profile does not describe its product lines, customer base, or revenue model. The source data reports revenue for FY 2023 through FY 2025 but does not break revenue down by segment or customer. Gross margin is reported at 28.3%.

Per the SEC financials, operating margin is -7.4% and net margin is -6.1%, with ROIC at -9.4%. Operating losses were reported in each of the three periods shown. Per the Roarable RQD rating, the Altman Z-Score is 7.07 and the Piotroski F-Score is 3 out of 9. Debt/Equity is 0.5 per the same rating, and cash declined from $12.6M in FY 2024 to $8.7M in FY 2025.

The news wire contains six items, all tagged to CVV and all carrying a YELLOW light and MARKET WIRE impact label. They are primarily stock-forecast, comparison, and seasonal-chart pieces: a StockInvest.us forecast question, a Yahoo Finance comparison with Hurco, a TradingView estimates page, a Yahoo! Finance Canada seasonal-returns chart, and two ad-hoc-news.de items. One ad-hoc-news.de item references a last price of USD 3.87 on October 16, down 3.49 percent, and another references a November 10 results date and a 2.79 P/E. These items do not contain verified fundamental catalysts. The Butterfly Supply-Chain Graph lists no supply-chain links and no proprietary signals.

• What are CVD Equipment's product lines, end markets, and largest customers, given that the source data gives only sector and industry labels?
• What is the company's debt level in dollar terms, since the FY 2025 and FY 2023 debt figures are reported as N/A?
• What drove the operating losses across FY 2023 through FY 2025, and is there a disclosed path to operating breakeven?
• What were reported EPS and cash-flow components, since EPS is N/A for every period and FY 2023 cash is N/A?
• Are there any institutional, insider, or analyst holdings data points, given that holders and analyst data are both absent?