Draft · sections marked "content pending" are being expanded. Existing statements remain accurate.

Public Disclosures

Model, execution and context change outcomes

Any public discussion of systematic research, sleeves, or portfolio overlays should be read together with the constraints of model risk, implementation friction, and changing market structure.

Applies to
Performance references, backtests, charts, benchmarks and product descriptions
Evidence standard
Classified by source and methodology (see § 02 Evidence classification)
Last updated
Version
2026.05-01

Read this first

Before any performance number

  1. Backtests are not live track records unless explicitly identified as such.
  2. Historical or modelled outcomes do not guarantee future performance.
  3. Real implementation may differ because of spread, commission, slippage, latency, broker infrastructure, symbol specifications, liquidity, account currency, leverage and market conditions.
  4. Buying the software does not guarantee reproduction of published historical results.

At a glance

Six topics this page covers

Performance evidence

Any performance references shown publicly are illustrative research summaries and do not guarantee future returns, live tradability, or implementation equivalence.

Backtests & simulations

Content pending · summary.backtests

Model risk

Data quality, structural change, regime instability, or overfitting can reduce the effectiveness of a systematic process over time.

Execution reality

Slippage, latency, liquidity, financing, capacity, and oversight rules can materially change realized results relative to research conditions.

Benchmark context

Content pending · summary.benchmark

User responsibility

Content pending · summary.user

Evidence classification

How to read every performance reference

Modelled backtest

Simulated outcome from historical data

Content pending · evidence.modelled

Demo account

Broker-side demonstration environment

Content pending · evidence.demo

Live result

Not currently published

Content pending · evidence.live

Illustrative scenario

Hypothetical example for explanation

Content pending · evidence.illust

Benchmark reference

Context, not equivalence

Content pending · evidence.benchmark

01

Overview

The website is designed to explain the logic and organization of the MSIIA system suite, not to compress every implementation variable into a public page. Public copy necessarily abstracts away certain operational details, sizing rules, and deployment assumptions.

For that reason, architecture descriptions, system summaries, and performance framing should be understood as directional and structural rather than exhaustive. They are useful for screening, not as a substitute for full diligence.

Current evidence state. Any published metrics on the MSIIA website are modelled backtest outputs. Nothing on the site is currently a live-account track record.

Content pending · 01.system-param-note

02

Evidence classification

Content pending · 02.intro

Evidence type comparison
Evidence typeSourceCapital at riskWhat it supportsKey limitation
Modelled backtestStrategy tester / researchNoneScreening, hypothesisContent pending · 02.modelled.limit
Demo accountBroker demo environmentNoneContent pending · 02.demo.supportsContent pending · 02.demo.limit
Live resultReal broker accountYesActual implementation recordNot currently published
Illustrative scenarioHypothetical exampleNoneExplanation of a conceptContent pending · 02.illust.limit
Benchmark referencePublic indexN/AContext onlyNot risk-comparable to an active system

03

Backtests & simulations

Content pending · 03.intro

PlatformMetaTrader 5 (Strategy Tester)
Review window2020.04.01 – 2026.01.01 (69 months)
UniverseContent pending · 03.universe
Starting capitalEUR 10,000
Position sizingContent pending · 03.sizing

Limitations

Limits

Content pending · 03.limits

Overfitting

Content pending · 03.overfitting

Regime dependency

Content pending · 03.regime

04

Metrics glossary

Content pending · 04.intro

Metric definitions
MetricMeaningLimitations
Net ReturnContent pending · 04.netReturn.meaningContent pending · 04.netReturn.limit
CAGRContent pending · 04.cagr.meaningContent pending · 04.cagr.limit
Win RateContent pending · 04.winRate.meaningContent pending · 04.winRate.limit
Profit FactorContent pending · 04.profitFactor.meaningContent pending · 04.profitFactor.limit
Sharpe RatioContent pending · 04.sharpe.meaningContent pending · 04.sharpe.limit
Recovery FactorContent pending · 04.recovery.meaningContent pending · 04.recovery.limit
Balance DrawdownContent pending · 04.drawdown.meaningContent pending · 04.drawdown.limit
Total TradesContent pending · 04.totalTrades.meaningContent pending · 04.totalTrades.limit

05

Benchmarks

Content pending · 05.intro

IndexS&P 500 Total Return
Return typeContent pending · 05.returnType
WindowSame as backtest (see § 03)
CurrencyContent pending · 05.currency
CostsContent pending · 05.costs
Comparability warning. An index and an active system are not risk-comparable by construction. Benchmarks are context, not equivalence.

06

Model risk

Data quality, structural change, regime instability, or overfitting can reduce the effectiveness of a systematic process over time.

Structural market change

Content pending · 06.structural

Data-quality drift

Content pending · 06.dataDrift

Overfitting

Content pending · 06.overfitting

Software / broker interaction

Content pending · 06.brokerInteraction

Content pending · 06.closing

07

Execution reality

Slippage, latency, liquidity, financing, capacity, and oversight rules can materially change realized results relative to research conditions.

Spread & commission

Content pending · 07.spread

Slippage

Content pending · 07.slippage

Latency

Content pending · 07.latency

Liquidity, partial fills, rejections

Content pending · 07.liquidity

Symbol specification

Content pending · 07.symbolSpec

Session timing

Content pending · 07.session

Account currency & leverage

Content pending · 07.currency

08

MT5 environment

Content pending · 08.intro

Platform

Content pending · 08.platform

Broker choice

Content pending · 08.broker

Symbols

Content pending · 08.symbols

Hedging / netting

Content pending · 08.hedging

VPS

Content pending · 08.vps

09

Software vs published performance

Content pending · 09.intro

You receiveContent pending · 09.receive
You do not receiveContent pending · 09.notReceive

11

Public marketing communications

Content pending · 11.intro

  • Content pending · 11.website
  • Content pending · 11.product-pages
  • Content pending · 11.video
  • Content pending · 11.advertising
  • Content pending · 11.contradiction

12

Audits & documents

Content pending · 12.intro

Lite Backtesting Demo Package

Content pending · 12.lite.description

Question a claim

See something inconsistent?

Content pending · cta.body