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Quantitative Product Report

Morgan Stanley Contingent Income Auto-Callable Securities (Worst-of) — Analysis

Product: Contingent Income Auto-Callable Securities due Nov 2, 2028 (CUSIP 61781LYC8)
Dow Jones Industrial Average (INDU) Nasdaq-100 Technology Sector (NDXT) Russell 2000 (RTY)

Headline Simulation Results

7.80%
Expected annualized return
8.53%
Probability of a negative return
−31.40%
99% confidence VaR (1-year, 1st percentile)
Metric Value
Expected annualized return 7.80%
Probability of a negative return 8.53%
99% confidence VaR (1-year, 1st percentile) −31.40%
Probability of outperforming the risk-free rate (3.70%) 88.65%
Expected holding period ≈ 1.0 year (11.98 months)
Probability of early redemption (before maturity) 76.95%

Over 10,000 path simulations, the note most often behaves like a short-dated, high-coupon bond: roughly half of all paths are called at the very first observation (≈ month 6), delivering a quick ~5.7-point coupon. The average realized total return across all paths is +4.84% over an average holding period of about 12 months.

Note the two figures use different averaging: the 7.80% is the mean of each path's own annualized return (which re-weights the many short, high-annualized early redemptions), while +4.84% is the plain average holding-period total return; they are consistent in direction but not simple conversions of each other. About 23% of paths run to maturity, and it is within this group that nearly all losses occur.

How the Note Works (plain language)

Key Statistics (simulated)

Metric Structured Product Benchmark — same-horizon, incl. dividends Benchmark — fixed 24-month, incl. dividends Risk-free
Expected annualized return 7.80% 17.91% 8.66% 3.70%
Expected annualized volatility 9.55% 18.91% 13.69% 0.00%
Probability of loss 8.53% 15.14% 25.67% 0.00%
99% VaR (1-year, 1st percentile) −31.40% −22.57% −23.85% 0.00%

The benchmark is an equal-weight basket of the three indices (dividend yield ≈ 0.94%). Two benchmark views are shown because the note's life is path-dependent: it is terminated early precisely when the market is strong. Measuring the benchmark only over each path's (often very short) life therefore flatters it — the "same-horizon" figure (17.91%) is upward-biased by this conditioning, whereas the fixed 24-month figure (8.66% annualized, 13.69% volatility) is the fairer unconditional reference.

Simulation Charts

Outcome scatter — each dot is one simulation (color = years held)

Points below the dashed 1:1 line mean the note underperformed the underlying; the flat cluster near y ≈ +4% to +6% (right side of the chart) captures the many early-called paths that return principal + coupon while the index kept rising.

Outcome scatter
Distribution of the underlying basket's annualized returns

Stacked by holding period. The very long right tail comes from short, strongly up paths being annualized.

Underlying histogram
Distribution of the structured product's annualized returns

The distribution is tightly clustered with a hard ceiling (upside cap) and a long left tail (maturity principal loss).

Product histogram
Scenario probabilities for the product
Scenario probabilities
Risk / return comparison
Risk-return scatter
Annualized-return box plots — product vs underlying basket
Box comparison
Holding-period distribution

Probability of redemption at each check.

Holding pie
Number of coupons paid

Distribution.

Coupon pie

Investment Commentary

Favorable points
Points to weigh
This analysis is a quantitative scenario study for informational purposes only and is not investment advice or a suitability assessment.