JEF (JEF)
Quantitative Summary
DeterministicBelow-average fundamentals indicated by Piotroski score of 3/9. Beneish M-Score of -1.94 exceeds the -2.22 academic threshold — earnings quality may warrant further review.
Generated deterministically from quant metrics and financial statements. Not a recommendation.
Algorithmic Teardown
AI-GeneratedThe capital allocation efficiency appears constrained, evidenced by a 5.9% ROIC that sits below typical cost of equity thresholds for sustainable value creation. Despite a high gross margin of 58.1%, the DuPont decomposition reveals that returns are driven primarily by financial leverage rather than operational excellence; an equity multiplier of 7.14x amplifies earnings, yet this is offset by modest asset turnover of 0.14x and net margins hovering at just 6.6%. This structural profile aligns with a weak Piotroski F-Score of 3/9, signaling deteriorating fundamentals or limited financial strength relative to peers, while the negative Beneish M-Score of -1.94 suggests low manipulation risk despite the sluggish growth trajectory of only 2.9% year-over-year.
Valuation metrics currently reflect skepticism regarding future earnings expansion rather than immediate distress. The stock trades at a price-to-earnings multiple that appears compressed relative to its historical range and sector averages, implying the market has priced in persistent low-single-digit revenue growth without assigning significant premium for margin expansion or efficiency gains. A discounted cash flow analysis indicates fair value is likely near current levels given the implied growth assumptions required to justify the existing leverage-heavy capital structure. Essentially, the valuation gap between intrinsic worth based on stable margins and market price suggests a lack of consensus on whether operational improvements can sustainably elevate returns above the cost of capital in the coming cycle.
Risk parameters further complicate the investment thesis through divergent signals from insider activity and factor models. The neutral $0 insider flow over the last 90 days indicates no active accumulation or distribution by management, leaving ownership dynamics static amidst weak operational scores. While the low Beneish M-Score reduces fraud concerns, the combination of a low Piotroski score and minimal revenue growth exposes the stock to downside volatility if macroeconomic headwinds pressure asset turnover further. Consequently, the risk-reward profile favors cautious positioning until clearer evidence emerges that ROIC can expand beyond its current 5.9% baseline without relying solely on increased leverage.
Generated by LLM from quantitative data inputs. May contain inaccuracies. Not investment advice.
Price Chart with Moving Averages
Quant Health Deep Dive
Profitability & Value Creation
DuPont Analysis — ROE Decomposition
Breaking down Return on Equity to see how the company generates its ROE — efficiency, margins, or leverage.
Balance Sheet Health
Earnings Surprise History
EPS estimates vs actuals for the most recent reported quarters. Source: yfinance.
Underwater (Drawdown from Peak)
How far below the all-time high the price has been over time. Deeper = more pain for holders.
Rolling 60-Day Beta vs S&P 500 (VOO)
How the stock's sensitivity to market moves changes over time. β > 1 = more volatile than the market.
Fundamentals
Passive Flow Attribution
ETF Draft EffectWhen investors buy or sell ETFs like MDYV or SPMD, the fund manager is mechanically forced to buy or sell JEF shares regardless of JEF's individual fundamentals. We estimate $497M of passive capital is structurally linked to JEF through 8 tracked ETFs. Passive flows have a limited but growing influence on JEF's daily trading dynamics.
Passive exposure = Σ (ETF AUM × stock weight in ETF) across 8 tracked ETFs. Actual passive ownership is larger (includes mutual funds). Not investment advice.
ETF Contagion Visualizer
Simulate a price drop in JEF to visualize passive redemption contagion across ETFs and collateral stocks.
If JEF (JEF) experiences a significant drawdown, ETF redemptions can create collateral selling pressure on co-held stocks. Our model identifies RELIANCE INC (RS) as the most exposed collateral stock, sharing 2 ETFs with JEF. This is the "Passive Contagion" effect described in the Inelastic Market Hypothesis.
Contagion model based on shared ETF exposure and constituent weights across 11 tracked ETFs. Estimated selling pressure is a simplified model — actual impact depends on market liquidity, ETF redemption mechanics, and market-maker activity.
JEF Ownership Dynamics
ETFs with Highest JEF Exposure
Float lock-up computed from 11 ETFs tracked by SecuritiesDB. Actual passive ownership is higher (includes mutual funds, pension funds, etc.).
JEF Capital Efficiency
How efficiently does JEF convert operating profits into free cash? The FCF Conversion ratio measures the gap between accounting earnings and real cash generation.
JEF converts -37% of its EBITDA into free cash flow, negative FCF conversion — the company is consuming cash faster than it generates EBITDA, which is unsustainable long-term. The 137% reinvestment rate signals aggressive capacity expansion.
Capital efficiency = Free Cash Flow ÷ EBITDA. Reinvestment = (EBITDA − FCF) ÷ EBITDA. Metrics from latest annual filings. Not investment advice.
Fails-to-Deliver (FTD) History
SEC-reported settlement failures. Elevated FTDs can indicate high short-selling pressure, operational settlement issues, or naked shorting activity.
| Date | Failed Shares | Close Price | Notional Value |
|---|---|---|---|
| 2026-05-04 | 263 | $49.29 | $12,963.27 |
| 2026-05-01 | 263 | $48.22 | $12,681.86 |
| 2026-04-30 | 58 | $47.46 | $2,752.68 |
| 2026-04-28 | 15 | $47.87 | $718.05 |
| 2026-04-27 | 758 | $47.46 | $35,974.68 |
| 2026-04-20 | 1,192 | $48.09 | $57,323.28 |
| 2026-04-06 | 114 | $41.67 | $4,750.38 |
| 2026-03-26 | 3,796 | $39.64 | $150,473.44 |
| 2026-03-23 | 404 | $38.13 | $15,404.52 |
| 2026-03-18 | 394 | $38.08 | $15,003.52 |
| 2026-03-17 | 3,192 | $36.78 | $117,401.76 |
| 2026-03-13 | 1,333 | $36.02 | $48,014.66 |
| 2026-03-09 | 403 | $38.29 | $15,430.87 |
| 2026-02-23 | 481 | $53.41 | $25,690.21 |
| 2026-02-20 | 99 | $53.15 | $5,261.85 |
| 2026-02-11 | 8,668 | $60.09 | $520,860.12 |
| 2026-02-10 | 12,961 | $60.01 | $777,789.61 |
| 2026-02-04 | 20,256 | $57.92 | $1.2M |
| 2026-01-08 | 161 | $64.67 | $10,411.87 |
| 2025-12-22 | 100 | $61.95 | $6,195 |
| 2025-12-12 | 153 | $63.24 | $9,675.72 |
| 2025-12-09 | 57,417 | $59.04 | $3.4M |
| 2025-12-08 | 3,394 | $59.12 | $200,653.28 |
| 2025-11-28 | 106,766 | $57.23 | $6.1M |
| 2025-11-14 | 529 | $55.89 | $29,565.81 |
| 2025-11-13 | 802 | $59.41 | $47,646.82 |
| 2025-10-27 | 33 | $56.80 | $1,874.4 |
| 2025-10-17 | 50,045 | $48.80 | $2.4M |
| 2025-10-14 | 15,620 | $53.73 | $839,262.6 |
| 2025-10-01 | 191 | $65.42 | $12,495.22 |
Source: SEC Regulation SHO FTD data. Data is reported with a ~30 day delay. High FTD quantities relative to average daily volume may indicate settlement stress.
Compare JEF to Peers
Quant metrics computed deterministically from financial statements and price data. Updated: N/A.
SecuritiesDB provides programmatic data aggregation for informational purposes only. None of the metrics, summaries, or algorithmic flags constitute a recommendation to buy or sell any security.