US Equity Strategy

Systematic Trading for Tokenized US Equities

A machine learning strategy that manages broad US market exposure through SPYx, with rule-based drawdown control.

  • Fully automated trading
  • Broad S&P 500 exposure
  • Trades tokenized equities (SPYx)
  • Runs in your own Kraken and Cryptohopper accounts
Backtested CAGR Max drawdown /moFlat subscription
Start Trading

xStocks are not available in every country and may require an appropriateness assessment.

Recovery Takes Longer Than Decline

The US market compounds well over decades. It also delivers drawdowns that take years to recover. Investors who sell during those periods rarely return in time to capture the recovery.

The US Equity Strategy sizes exposure by rule. It stays invested while conditions support it and steps back when they do not.

Stay invested through ordinary volatility.

Reduce exposure during sustained market declines.

Re-enter on evidence, not on sentiment.

Avoid the sell-low, buy-high behaviour loop.

Apply identical rules in every regime.

Backtested Results

US Equity Strategy against passive SPYx buy-and-hold.

US Equity Strategy backtested results against Buy & Hold SPYx
Metric US Equity Strategy Buy & Hold SPYx
CAGR
Total return
Added return
Maximum drawdown
Volatility

Scroll horizontally to see all columns.

Backtest period: .

Methodology

Results are backtested, net of assumed trading costs, and calculated on historical data. Hypothetical performance does not represent actual trading and carries the benefit of hindsight. Full assumptions are documented in each report.

Rules, Not Opinions

The model reads market data continuously and sets exposure to SPYx accordingly. Favourable conditions mean long exposure. Deteriorating conditions mean reduced or zero exposure.

No discretionary trading.
No emotional decisions.
No guessing.

The S&P 500, Tokenized

SPYx is a tokenized tracker of the S&P 500, issued through Kraken's xStocks programme.

Broad Market Exposure

Five hundred large US companies in one position.

Extended Trading Hours

Access outside traditional exchange sessions.

Fractional Ownership

Invest exact amounts, not whole shares.

Blockchain Settlement

Ownership settles on-chain, verifiably.

Single-Position Simplicity

One instrument, one signal, one position to manage.

Regulated Venue

Issued and traded through a regulated exchange.

Eligibility

xStocks products carry their own rules. Availability varies by country and EU residents may need to pass Kraken's appropriateness assessment before trading. Review Kraken's documentation before subscribing.

Built For Long-Term Investors

  • You want US market exposure with a defined risk process.
  • You prefer rules to discretionary timing.
  • You want an alternative to passive index holding.
  • You value published methodology and historical data.
  • You are investing over years, not weeks.

Your Assets Stay Yours

NeuroTraderLab never holds client funds.

Assets Stay in Your Account

Your capital remains in your own verified Kraken account.

Trade-Only Permissions

The connection places trades. It cannot withdraw funds.

Stop at Any Time

Disconnect or cancel and the signals simply stop.

One Simple Subscription

No management fee. No performance fee. No lock-up.

Exchange trading fees and Cryptohopper platform fees are charged separately by those providers.

Every Step, Documented

The knowledge base walks through the full setup, from account to automation.

What the guide covers

  • Create a Kraken Account
  • Complete the Appropriateness Assessment
  • Buy SPYx
  • Create a Cryptohopper Account
  • Subscribe to the Strategy
  • Enable Automation

Common Questions

What is SPYx?

A tokenized instrument tracking the S&P 500, issued through Kraken's xStocks programme.

Is SPYx available where I live?

Availability varies. Check Kraken's country availability page before subscribing.

Do I need to pass an assessment?

EU residents may need to complete Kraken's appropriateness test for xStocks.

Does NeuroTraderLab have access to my money?

No. Assets stay in your Kraken account.

Is this financial advice?

No. The strategy is investment software.

What happens if I cancel?

Signals stop. Your positions and assets remain yours.

Does the strategy pay dividends?

Dividend treatment depends on the token issuer, not on the strategy. Check Kraken's documentation.

Is historical performance guaranteed?

No. Backtests are hypothetical and carry hindsight bias.

Own The Index, Manage The Risk

Broad US equity exposure with a defined, rule-based process behind it.

Start Trading

Download the Gold Strategy Backtest

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