EVLV

We rate Evolv Technologies Holdings, Inc. (EVLV) as a Reduce with a composite score of 45.4/100 at a current price of $5.04. The quantitative profile shows weakness across multiple dimensions, suggesting limited upside potential and elevated risk of underperformance relative to peers over the next 12 months.

The rating is primarily driven by strength in stability (55th percentile) and value (52th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (34th percentile) and quality (45th percentile) tempers our overall conviction. We assign a No Moat rating (35/100), Medium uncertainty, and Poor capital allocation.

Key items to watch: sustainability of the current growth rate; the path to profitability. Any material change in these dynamics could warrant a reassessment of our rating. The moat trend is stable, which suggests the competitive landscape is stable for now.

Evolv Technologies Holdings, Inc. holds a top-quartile position (#0 of 50) within the Manufacturing sector, based on our composite quantitative scoring across quality, value, momentum, and stability factors. The composite score of 45.4/100 places it at rank #2738 in our full 7,333-stock universe. At $1.3B in market capitalization, Evolv Technologies Holdings, Inc. is a small-cap player in the Manufacturing space, which limits certain scale advantages but may allow for more agile strategic execution.

Revenue is growing at 70%, though momentum at the 46th percentile suggests the market has not yet fully recognized this trajectory. This potential disconnect between fundamental improvement and market recognition could represent an opportunity for patient investors if the growth trend persists.

The margin cascade tells an important story: gross margins of 54% (+11.8pp vs sector) narrow to operating margins of -47% (-48.5pp vs sector) and net margins of -61.3%, yielding a gross-to-net conversion rate of -113%. The significant margin erosion from gross to net suggests elevated operating expenses, high interest costs, or other structural drags that warrant monitoring.

At a current price of $5.04, Evolv Technologies Holdings, Inc. is trading near fair value based on current fundamentals. Our value factor score of 52/100 reflects a composite assessment across multiple valuation metrics including price-to-earnings, price-to-book, EV/EBITDA, and price-to-sales ratios relative to both sector peers and the broader market. Valuation metrics are mixed, with no strong signal of mispricing in either direction.

The stock currently trades at EV/EBITDA of 66.2x (at a premium), P/B of 8.6x, P/S of 6.5x. We evaluate these multiples in the context of both absolute levels and sector-relative positioning to form our valuation view.

We assign a Medium uncertainty rating to Evolv Technologies Holdings, Inc.. The stock presents a balanced risk profile: current negative profitability (net margin -61.3%). While not risk-free, the core business fundamentals are adequate to withstand moderate economic stress, and the range of potential outcomes around our fair value estimate is manageable.

Specific risk factors that inform our assessment include: current negative profitability (net margin -61.3%). Each of these factors independently widens the distribution of potential outcomes, and in combination they create a risk profile that demands careful position sizing. The stability factor at the 55th percentile and quality factor at the 45th percentile provide a quantitative summary of the overall risk landscape.

Key risk mitigants include: healthy gross margins of 54% provide a buffer against cost pressures; conservative leverage (28% D/E) limits balance sheet risk. These factors partially offset the identified risks and provide downside protection in adverse scenarios. On balance, the risk-reward profile is favorable for long-term investors.

We rate Evolv Technologies Holdings, Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-72.8%), negative profitability, weak asset returns (ROA -24.5%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — Evolv Technologies Holdings, Inc. significantly underperforms these benchmarks, raising questions about management's ability to create shareholder value.

Investors should scrutinize management's reinvestment decisions and balance sheet trajectory before committing capital. Poor capital allocation often compounds over time: overlevered balance sheets limit strategic flexibility, while low returns on capital destroy shareholder value. We would need to see sustained improvement in profitability metrics and balance sheet discipline before considering an upgrade.

In summary, Evolv Technologies Holdings, Inc. receives a Reduce rating with a composite score of 45.4/100 (rank #2738 of 7,333). Our quantitative framework assigns a No Moat (35/100, trend: stable), Medium uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 46/100.

Our analysis does not support a constructive view on Evolv Technologies Holdings, Inc. at this time. The combination of limited competitive advantages, medium uncertainty, and poor capital allocation suggests unfavorable risk-reward at current levels. We recommend investors avoid new positions and existing holders consider reducing exposure.