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Morgan Stanley Callable Jump Notes — Simulation & Risk Analysis

Product: Callable Jump Notes due August 29, 2031 (CUSIP 61781DHW1)
Underlyings: Russell 2000® Index and S&P 500® Index (worst-of)
Issue date: August 31, 2026  ·  Maturity: August 29, 2031

Headline Simulation Results

7.95%
Expected Annualized Return
0.00%
Probability of a Negative Return
0.00%
99% Confidence VaR (1-Year)
16.62%
Expected Total Return (over realized holding period)
33.0 mo
Expected Holding Period (2.75 years)
The notes are principal-protected (no capital loss at maturity absent an issuer default), so the simulated worst case is a 0% total return — which occurs when the notes are never called and at least one index finishes at or below its initial level at maturity (≈15.34% of scenarios).

Basic Product Information

How it works (layman explanation)

This is a callable "jump" note linked to the worst performing of the Russell 2000 and S&P 500 indices. It pays no coupons. Instead, investors earn a return in one of two ways:

  1. Early redemption (issuer call): Starting 12 months after issue and every month thereafter, Morgan Stanley may redeem the notes if its internal risk-neutral valuation model determines that redeeming is cheaper for the issuer than continuing to hold the notes. If called, investors receive a redemption payment that increases over time — from $1,110 per $1,000 (month 12) to $1,540.83 (month 59) — approximately an 11% per annum accrual. Once called, no further payments are made.
  2. Payment at maturity (if never called):
    • If both indices finish above their initial levels: principal + 100% participation in the worst performer's gain (uncapped).
    • If either index finishes at or below its initial level: principal only ($1,000).

Because the issuer only calls when it is economic for it to do so, the notes tend to be redeemed early in rising markets (capping investor upside near the scheduled redemption payments) and held to maturity in flat or weak markets (where the payoff is principal, or a modest gain if both indices are up).

Simulation summary
Outcome Probability
Called early (average at ~20.4 months) 68.20%
Held to maturity 31.80%
— of which both indices up at maturity (gain = worst performer return) 16.46%
— of which at least one index ≤ initial (principal only, 0% return) 15.34%

Key Statistics — Structured Product vs Underlying Basket

Statistics below are computed on annualized returns over each simulation's realized holding period (12–60 months). The underlying benchmark is an equal-weight basket of the two indices (50% Russell 2000 / 50% S&P 500), including reinvested dividends.

Metric Structured Product Underlying Basket
Expected annualized return 7.95% 16.26%1
Expected annualized volatility 4.26% 12.17%
Probability of loss 0.00% 9.74%
99% VaR (1-year) 0.00% −9.71%
1 The underlying basket figure reflects early-exit selection bias: paths that are redeemed early are, by construction, strong-performing paths whose short-horizon returns are annualized (amplified). The 5-year buy-and-hold annualized return of the basket in the same simulation is ≈9.02% — a more neutral reference for the full-term opportunity cost.

Reading the numbers together: the structured product offers a lower expected return than a direct basket investment but with zero downside and much lower volatility. Its return distribution is highly concentrated: roughly half of scenarios earn ≈11% per annum (early call at the scheduled redemption payments), while maturity scenarios earn 0% to modest upside.

Charts

Simulation Outcomes Scatter

Each dot is one simulated path: structured product return vs. the underlying basket's price return over the same horizon, colored by years held.

Scatter Plot
Annualized Return Distributions

Stacked histograms (1% bins) of annualized returns, colored by holding period.

Underlying Basket Histogram Structured Product Histogram
Scenario Probabilities
Scenario Probability Bar Chart
Risk / Return Profile
Risk / Return Scatter
Annualized Return Comparison
Box Plot
Holding Period & Coupon Distribution

Left: probability of the notes being held for each number of years (or to maturity). Right: coupon payments — this product pays no coupons, so 100% of scenarios receive 0 coupon payments.

Holding Period Pie Coupon Count Pie (no coupons — 0 paid in 100% of scenarios)

Investment Commentary

Attractive features
Principal protection: no capital loss at maturity (absent issuer default); 0% is the worst simulated outcome.
High probability of outperforming cash: ≈77% of scenarios beat the ~3.63% risk-free rate, and ≈58% exceed a 10% annualized return.
Meaningful early-call income: when the issuer calls (≈68% of scenarios), investors earn roughly 11% per annum on a simple basis, well above current risk-free yields.
Low volatility of outcomes: annualized return volatility ≈4.3%, versus ≈12.2% for the underlying basket.
Trade-offs to be aware of
Capped practical upside: the issuer calls precisely when the note is most valuable, so investor upside is effectively bounded by the scheduled redemption payments (up to ~$1,540.83) — participation in large index rallies is limited.
Opportunity cost in flat/weak markets: in ≈15% of scenarios the notes return 0% over up to 5 years while a cash alternative would have earned ~3.6% per year.
Worst-of structure: returns depend on the worse of the two indices, so divergence between large-caps (S&P 500) and small-caps (Russell 2000) can leave the note at principal even when one index performs well.
Issuer call risk: the call decision is Morgan Stanley's (model-driven), not based on an automatic index trigger — holders cannot rely on being redeemed at a particular level.
This analysis is for informational purposes only and does not constitute investment advice or a suitability assessment.