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Morgan Stanley Market-Linked Notes (due Aug 29, 2030) — Simulation Report

Simulation-based quantitative analysis  |  10,000 Monte Carlo paths

Headline Results

5.79%
Expected Annualized Return
0.00%
Probability of Negative Returns
0.00%
99% Confidence VaR (1 Year)
Metric Value
Expected annualized return5.79%
Expected total return over 4-year term26.09%
Probability of negative returns0.00%
99% confidence VaR (1 year)0.00%
Expected holding period48 months (4 years, fixed)
Expected annualized volatility3.55%

The note is principal protected at maturity: in no simulated scenario did the product return less than its initial value, so the probability of loss is zero and the 1-year 99% VaR is 0.00%. The cost of this protection is a capped upside — the maximum payment is assumed at 140% of par (40% total return), reached in approximately 46.2% of simulations.

Basic Product Information

IssuerMorgan Stanley Finance LLC (fully guaranteed by Morgan Stanley)
TypeMarket-Linked Notes (principal-protected growth note, zero coupon)
UnderlyingsDow Jones Industrial Average (DJIA) and S&P 500 Index — payoff depends on the worst performing of the two
TermAug 31, 2026 → Aug 29, 2030 (48 months, single observation at maturity)
Upside participation100% of the worst performing underlier's gain, capped at the maximum payment at maturity ($1,375–$1,425 per note; midpoint $1,400 = 140% of par assumed)
Coupons / early redemptionnone
How It Works (layman's explanation)
  1. You invest $1,000 per note and hold for 4 years. The note pays no interest along the way.
  2. At maturity (Aug 2030), the performance of both the Dow Jones and the S&P 500 is measured against their start levels.
  3. Upside case: if both indices finish above their start levels, you receive your $1,000 back plus 100% of the gain of the weaker index — but the total gain is capped (assumed +40% maximum).
  4. Flat/down case: if either index finishes at or below its start level, you simply receive your $1,000 back — a 0% return on the note.
  5. In all cases you receive at least the stated principal amount at maturity.

Key Statistics (simulated, annualized)

Metric Structured Product Underlying Benchmark*
Expected annualized return5.79%9.94%
Expected annualized volatility3.55%8.15%
Probability of loss0.00%11.38%
99% confidence VaR (1 year)0.00%−11.00%

*Equal-weight basket of the Dow Jones and S&P 500 (both underlyings), including an estimated average dividend yield of 1.19% p.a.

Scenario Probabilities (structured product)
  • Zero return (worst case, par payoff): 17.4%
  • Maximum return (cap of +40% reached): 46.2%
  • Positive return (upside payoff): 82.6%
  • Outperform the risk-free rate (3.71% p.a.): 69.4%

Distribution shape: the product's annualized return distribution is bounded between 0% and 8.78% (the cap). Median annualized return is 8.01%, with 25th–75th percentile range of 2.33%–8.78%.

Charts

Simulation Outcomes — Structured Product vs Underlying Benchmark

Scatter of simulated annualized returns for the note versus the underlying benchmark.

Simulation outcomes scatter — structured product vs underlying benchmark
Annualized Return Distribution — Underlying Benchmark (with dividends)

Distribution of simulated annualized returns for the equal-weight equity basket.

Annualized return distribution histogram — underlying benchmark
Annualized Return Distribution — Structured Product

Distribution of simulated annualized returns for the principal-protected note.

Annualized return distribution histogram — structured product
Scenario Probabilities

Bar chart of scenario probabilities: zero return, maximum return, positive return, and outperformance of the risk-free rate.

Scenario probabilities bar chart
Risk / Return Profile

Risk-return scatter positioning of the structured product relative to the underlying benchmark and risk-free rate.

Risk / return profile scatter chart
Annualized Return Box Plot Comparison

Box plot comparing the distribution of annualized returns between the structured product and the underlying benchmark.

Box plot comparison of annualized returns

Investment Commentary

What the simulation shows
  • The note converts the equity risk of the two largest US indices into a principal-protected, capped-return profile. Expected annualized return of 5.79% is comfortably above the risk-free rate (3.71%), and the note never loses money at maturity.
  • Relative to a direct investment in an equal-weight basket of the two indices (9.94% expected annualized with dividends), the note gives up roughly 4.15% of expected return in exchange for eliminating downside risk and cutting volatility from ~8.15% to ~3.55%.
  • Because the payoff is worst-of, a flat or negative finish in either index results in a 0% return even if the other index rises strongly — this occurred in ~17.4% of simulations.
  • The upside cap binds frequently in the simulated distribution (46.2% of paths reach +40% total), so in strong bull markets the note behaves like a fixed ~8.78% p.a. asset.
Pros
  • Full principal protection at maturity — no simulated loss scenario; 1-year 99% VaR of 0.00%.
  • Attractive convexity in flat-to-moderately-rising markets: 100% participation in the weaker index's gain up to the cap.
  • Lower volatility (3.55% p.a.) than direct equity exposure (~8.15% p.a.).
  • Positive expected return above the risk-free rate in the base simulation.
Cons
  • Upside is capped (~40% total return), forfeiting gains beyond the cap in strong bull markets (46.2% of simulations hit the cap).
  • Zero coupon / no current income — the note pays no interest, and a 0% maturity return still loses to cash-like instruments over 4 years.
  • Worst-of structure means one lagging index can eliminate the entire upside (17.4% of simulations finish at par).
  • Issuer credit risk — payments depend on Morgan Stanley's ability to pay, though the notes are guaranteed by Morgan Stanley.
  • Fixed 4-year lock-up with no early redemption or liquidity features.
This report is a quantitative analysis of the product's modeled payoff behavior and does not constitute financial advice or a suitability assessment.
Simulation based on 10,000 correlated GARCH-style Monte Carlo paths over 48 months for the two underlyings. Maximum payment at maturity assumed at the midpoint of the stated $1,375–$1,425 range ($1,400 = 140% of par), to be finalized on the pricing date.