tokenengine.ai
Structured Product Evaluator
info@tokenengine.ai
Report date: 2025
Monte-Carlo Simulation Report

Structured Product Analysis — 26.20% p.a. Multi Barrier Reverse Convertible (Leonteq)

ISIN CH1593789493 · Quanto CHF · Worst-of on Broadcom, CoreWeave & SanDisk

Headline Simulation Results

Using 10,000 Monte-Carlo simulations over the product's life (to 23 Dec 2027):

+20.46%
Expected Annualized Return
12.36%
Probability of a Negative Return
-25.44%
99% Confidence VaR (1 year)
12.6 months
Expected Holding Period
+21.0%
Expected Total (Cumulative) Return

The product pays a large, fixed 26.20% p.a. coupon and only suffers a loss if one of the three shares trades at or below 49% of its starting level at any time during the life of the note. In ~87% of simulations no loss materialises and the investor collects coupons plus par.

Basic Product Information
How It Works (Layman's Explanation)

The investor is, in effect, lending CHF 5,000 to the issuer for a very high rate of interest, while quietly selling downside insurance on the worst of three technology stocks. As long as none of the three shares ever falls to half its starting price, the investor simply receives the coupons and gets the CHF 5,000 back. If any share does fall to 49% or below (the barrier), protection is lost and — if the worst-performing share finishes below its starting level — the investor receives that worst share (or its cash value) instead of par, and participates in its losses. The heavy coupon is the compensation for taking that risk. Upside on the shares is fully capped: the best the investor can do is the coupon plus par. The issuer additionally has the right to redeem early, which caps how long the very high coupon can run.

Key Statistics — Structured Product vs. Underlying Basket

Comparison is against an equal-weight basket of the three underlyings (total return, i.e. including dividends), measured over each simulation's actual holding period.

Metric Structured Product Underlying Basket (total return)
Expected annualized return 20.46% 11.77%
Expected annualized volatility 13.93% 29.35%
Probability of loss 12.36% 40.12%
99% VaR (1 year) -25.44% -35.40%

The strategy converts the basket's high, symmetric equity volatility (29%) into a lower-volatility (14%) skewed profile: a very high chance of earning roughly 26% p.a., exchanged for a modest (≈12%) chance of a meaningful capital loss if the barrier is breached.

Simulation Outcomes
Product return vs. underlying return (each dot = one simulation)
Scatter of product return vs underlying return

Dots near the top of the chart (return ≈ +26% p.a.) are simulations that were redeemed early or matured with no barrier breach. The lower cluster captures the barrier-breach cases, whose returns track the decline of the worst-performing share (offset by the coupons already received).

Distribution of annualized returns

Underlying basket (total return), coloured by holding period:

Underlying annualized return histogram

Structured product, coloured by holding period:

Product annualized return histogram

The basket is wide and roughly symmetric with a heavy left tail, while the product is tightly clustered at a positive outcome with a distinct loss tail created by the barrier.

Risk / return
Risk-return scatter
Annualized return box plot
Early Redemption and Coupon Outcomes

Because the issuer may call the note, the holding period is not fixed. In the simulation the note is called early in roughly 32% of paths (at month 6: 19.7%; month 9: 7.7%; month 12: 4.5%) and runs to maturity in the remaining ~68%.

Holding period Probability
6 months19.70%
9 months7.65%
12 months4.51%
15 months (maturity)68.14%
Holding period pie chart
Number of coupons pie chart

Investors receive the full five coupons in about 68% of paths, three or more coupons in about 80% of paths, and the average number of coupons paid is 4.2.

Scenario Probabilities
Scenario probability bar chart
Scenario Probability
Worst case — negative return12.36%
Best case — ≥ 10% p.a.87.16%
Outperform the risk-free rate87.64%
Investment Commentary
Potential Merits
Risks to Keep in Mind

* This analysis is for information purposes only and does not constitute investment advice.