BIOA

We rate BioAge Labs, Inc. (BIOA) as a Hold with a composite score of 53.9/100 at a current price of $21.99. The stock presents a mixed quantitative picture — neither compelling enough to warrant new accumulation nor weak enough to justify selling for existing holders. Our factors are split, and the overall profile suggests patience is warranted.

The rating is primarily driven by strength in momentum (96th percentile) and stability (60th percentile), which together account for the majority of the composite score. Offsetting weakness in investment (25th percentile) and value (25th percentile) tempers our overall conviction. We assign a No Moat rating (33/100), Medium uncertainty, and Poor capital allocation.

Key items to watch: the path to profitability; valuation compression risk if growth disappoints. 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.

BioAge Labs, 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 53.9/100 places it at rank #1407 in our full 7,333-stock universe. At $211M in market capitalization, BioAge Labs, Inc. is a small-cap player in the Manufacturing space, which limits certain scale advantages but may allow for more agile strategic execution.

Momentum indicators (96th percentile) are constructive regarding the near-term price trend. Revenue growth data is unavailable, limiting our ability to confirm whether momentum is fundamentally supported.

The margin cascade tells an important story: gross margins of 100% (+57.5pp vs sector) narrow to operating margins of -1096% (-1097.0pp vs sector) and net margins of -922.3%, yielding a gross-to-net conversion rate of -922%. 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 $21.99, BioAge Labs, Inc. is trading at a premium to fundamental value. Our value factor score of 25/100 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. The premium valuation implies the market is pricing in significant future growth or quality improvements that are not yet fully reflected in current fundamentals.

The stock currently trades at P/B of 3.1x, P/S of 144.7x. 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 BioAge Labs, Inc.. The stock presents a balanced risk profile: current negative profitability (net margin -922.3%) and weak quality scores (33th percentile). 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 -922.3%); weak quality scores (33th percentile); low beta of 0.60 — while defensive, this may indicate limited upside participation in bull markets. 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 60th percentile and quality factor at the 33th percentile provide a quantitative summary of the overall risk landscape.

Key risk mitigants include: healthy gross margins of 100% provide a buffer against cost pressures; conservative leverage (10% D/E) limits balance sheet risk; above-average stability (60th percentile) suggests predictable business dynamics. 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 BioAge Labs, Inc.'s capital allocation as Poor. Key concerns include low returns on equity (-28.1%), negative profitability, weak asset returns (ROA -25.6%). Exemplary capital allocators generate ROE above 20% and maintain conservative leverage — BioAge Labs, 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, BioAge Labs, Inc. receives a Hold rating with a composite score of 53.9/100 (rank #1407 of 7,333). Our quantitative framework assigns a No Moat (33/100, trend: stable), Medium uncertainty, and Poor capital allocation. The average factor score across quality, value, momentum, stability, and investment is 48/100.

Our analysis supports a neutral stance on BioAge Labs, Inc.. While the quantitative profile is not weak enough to warrant selling, it lacks the multi-factor strength required for a buy recommendation. Existing holders should maintain positions and monitor for catalysts — either fundamental improvement or valuation compression — that would shift the risk-reward balance.