Autumn Gold Retail Report
Report Start Date: Jan-2020 - Report End Date: Sep-2025
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Katonah Eve LLC - Katonah Laplace ML Program
Trading Strategy: Global Systematic Futures Hedge Fund

Performance Since January 2020 | Please See Accounting Notes
JanFebMarAprMayJunJulAugSepOctNovDecROR Max DD
20251.57%1.50%-3.00%-0.66%-1.61%-1.20%-1.40%-1.41%-1.23%-7.27%-10.06%
2024-1.24%-0.55%-0.12%-1.14%1.37%-0.68%3.11%3.06%-0.57%-0.41%0.85%-1.54%2.03%-3.02%
2023-2.93%-0.21%-1.51%-0.77%-3.74%0.56%0.37%-2.23%-1.70%-3.37%3.17%0.62%-11.34%-14.60%
20224.37%0.74%5.05%1.42%2.02%3.33%-3.48%1.48%-0.88%1.20%2.80%0.90%20.36%-3.48%
20210.48%-2.74%-1.14%-0.01%-1.11%-1.56%-0.59%-2.74%0.43%0.92%-1.12%-0.81%-9.66%-10.09%
20200.32%1.85%-5.01%-5.16%-2.25%-1.92%0.19%4.28%-2.09%1.25%-1.11%1.88%-7.91%-13.63%

Program Description: Laplace is a Global Systematic futures Hedge Fund incorporating a unique approach of machine learning. The system has models for the four asset classes (Equities, Forex, Bonds and Commodities) and the machine learning process evolves with changing markets/economic conditions (we call this the "state of the world"). Our unique approach to risk and portfolio construction prioritizes capital preservation and limits drawdowns. Principals have a long history of profitable practice of using machine learning techniques in systematic trading and have verified past track records from leading firms in the business.

Program Statistics
Peak-to-Valley Drawdown (2) -19.97%
   From Jan 2019 to Dec 2021
Worst Month (Apr 2020) -5.16%
Current Losing Streak -19.21%
Average Monthly Return -0.03%
Annualized Performance
Compound ROR (1) -0.55%
Standard Deviation6.76%
Sharpe Ratio-0.11
Sterling Ratio-0.21
Calmar Ratio (3)-0.26


PAST PERFORMANCE IS NOT NECESSARILY INDICATIVE OF FUTURE RESULTS. TRADING FUTURES AND OPTIONS INVOLVES SUBSTANTIAL RISK OF LOSS AND IS NOT SUITABLE FOR ALL INVESTORS. AN INVESTOR COULD POTENTIALLY LOSE MORE THAN THE INITIAL INVESTMENT. AN INVESTOR MUST READ AND UNDERSTAND THE COMMODITY TRADING ADVISOR'S CURRENT DISCLOSURE DOCUMENT BEFORE INVESTING. SELLING OPTIONS INVOLVES UNLIMITED RISK OF LOSS. THERE IS NO GUARANTEE OF PROFIT NO MATTER WHO IS MANAGING YOUR MONEY. THIS MATTER IS INTENDED AS A SOLICITATION TO INVEST IN MANAGED FUTURES.


Autumn Gold Retail Report
Report Start Date: Jan-2020 - Report End Date: Sep-2025
Print to PDF


Investment Information


Program Start Date Jul-2016
Currency Denomination US Dollar
Minimum Investment $5,000,000
Management Fee 1.00%
Incentive Fee 20.00%
Margin 4.4-8.2%
Round Turns per Million 900
NFA No: #0541356
Trading Methodology

100% Systematic
Trading Style
100% Machine Learning
Market Segment

20% Stock Indices
20% Currencies
20% Financials
20% Energies
20% Forex
Statistical Comparisons Katonah Eve LLC
Katonah Laplace ML Program
AutumnGold
AG CTA Index
Remove
S&P 500
SP 500 TR
Remove
Annualized Compound ROR (1)-2.99%4.83%15.26%
Cumulative Return-16.02%31.14%126.27%
Cumulative VAMI(7)8401,3112,263
Best Monthly Return5.05%2.99%12.82%
Worst Monthly Return-5.16%-1.27%-12.35%
Annual Standard Deviation7.37%3.29%17.51%
Profit Loss Ratio0.763.271.88
Correlation-0.03-0.02
Last Month-1.23%1.88%3.65%
Last 12 Months-8.30%1.10%17.60%
Last 24 Months-5.10%7.70%60.36%
Last 36 Months-11.95%8.36%95.02%



Growth of $1,000 VAMI Comparison

PAST PERFORMANCE IS NOT NECESSARILY INDICATIVE OF FUTURE RESULTS. TRADING FUTURES AND OPTIONS INVOLVES SUBSTANTIAL RISK OF LOSS AND IS NOT SUITABLE FOR ALL INVESTORS. AN INVESTOR COULD POTENTIALLY LOSE MORE THAN THE INITIAL INVESTMENT. AN INVESTOR MUST READ AND UNDERSTAND THE COMMODITY TRADING ADVISOR'S CURRENT DISCLOSURE DOCUMENT BEFORE INVESTING. SELLING OPTIONS INVOLVES UNLIMITED RISK OF LOSS. THERE IS NO GUARANTEE OF PROFIT NO MATTER WHO IS MANAGING YOUR MONEY. THIS MATTER IS INTENDED AS A SOLICITATION TO INVEST IN MANAGED FUTURES.


Autumn Gold Retail Report
Report Start Date: Jan-2020 - Report End Date: Sep-2025
Print to PDF


Accounting Notes
Prior to Feb 2021, the results are for Katonah Capital Partners LLC a single fund account as calculated by OPUS Fund Services. The performance results from Feb 2021 forward are a composite of all accounts managed by KCPM traded pursuant to the referenced program "Laplace" whose rates of return do not differ materially except as such returns may differ as a result of differences in incentive fees and resulting from any unrecouped loss or losses carried forward from prior periods. The returns presented represent the performance as calculated by third party service providers from Feb 2021 moving forward.

An Important Note on the Start Date and End Date of this Report
If the Start Date of this Report Predates the Inception of the Program, the Maximum Drawdown from Inception may be larger than indicated in this report. Performance Results reported or amended subsequent to Friday December 5, 2025 are not reflected in this Report. Monthly ROR and drawdowns are based on end-of-month values and do not reflect intramonth volatility.

Historical Drawdowns and Recoveries
The drawdown begins in the month listed as "start." Length is in months. Recovery begins the following month and ends when full recovery is reached.

Statistical Footnotes
1) The Annualized Compounded Rate of Return (ACROR) represents the compounded rate of return for each year or portion thereof presented. It is computed by applying successively respective monthly rate of return for each month beginning with the first month of that period. It smooths out the returns by assuming a constant growth.
2) Peak to Valley Drawdown = worst % loss between Jan-2020 and Sep-2025
3) Calmar Ratio uses the last 36 months of data.

Benchmark Descriptions

AG CTA Index: The Autumn Gold CTA Index is a Non-Investable Index comprised of the client performance of all CTA programs included in the AG database and does not represent the complete universe of CTAs. CTA programs with proprietary performance are not included. Monthly numbers are updated until 45 days after the end of the month. Investors should note that it is not possible to invest in this index.

SP 500 TR: The S&P 500 indices are designed to reflect all sectors of the U.S. equity markets. The S&P 500 includes 500 blue chip, large cap stocks, which together represent about 75% of the total U.S. equities market. Companies eligible for addition to the S&P 500 have market capitalization of at least US$3.5 billion. The TR Index accounts for the reinvestment of dividends.

This report was prepared from trader-provided information and is believed to be reliable. It should be read alongside each Trader’s Disclosure Document or Fund Offering Document.

PAST PERFORMANCE IS NOT NECESSARILY INDICATIVE OF FUTURE RESULTS. TRADING FUTURES AND OPTIONS INVOLVES SUBSTANTIAL RISK OF LOSS AND IS NOT SUITABLE FOR ALL INVESTORS. AN INVESTOR COULD POTENTIALLY LOSE MORE THAN THE INITIAL INVESTMENT. AN INVESTOR MUST READ AND UNDERSTAND THE COMMODITY TRADING ADVISOR'S CURRENT DISCLOSURE DOCUMENT BEFORE INVESTING. SELLING OPTIONS INVOLVES UNLIMITED RISK OF LOSS. THERE IS NO GUARANTEE OF PROFIT NO MATTER WHO IS MANAGING YOUR MONEY. THIS MATTER IS INTENDED AS A SOLICITATION TO INVEST IN MANAGED FUTURES.