Important Disclosures

Educational Purposes Only

This platform is provided solely for informational and educational purposes. The content, analysis, models, and backtest results presented are not intended as investment advice, financial planning advice, or recommendations to buy, sell, or hold any security.

No Investment Advice or Solicitation

Nothing on this website constitutes professional investment advice, nor does it represent an offer, solicitation, or recommendation to engage in any investment strategy or transaction. You should consult a licensed financial advisor before making any investment decisions.

Hypothetical & Backtested Performance

Past performance, including hypothetical, simulated, or backtested results, does not guarantee future performance. Backtests are based on historical data and assumptions that may not reflect real-world trading conditions, including liquidity constraints, transaction costs, taxes, or slippage.

Market Risk

All investing involves risk, including the potential loss of principal. No strategy can guarantee profits or protect against losses in all market conditions.

Data Accuracy & Limitations

While we strive to use reliable data sources, information provided may be delayed, incomplete, inaccurate, or subject to revision. All data and analytics are provided "as is" without any warranties of accuracy or completeness.

Position Disclosure

The operators of this platform may hold, buy, or sell positions in securities discussed or analyzed on this site. Such positions may change at any time without notice.

No Warranty & Limitation of Liability

This platform and its content are provided without warranty of any kind, express or implied. We disclaim all liability for any direct or indirect losses or damages arising from reliance on or use of this information.

No Client Relationship

Use of this platform does not create an advisor-client relationship between you and the operators of this site.

No Personalization or Suitability Assessment

The information provided does not take into account your individual financial situation, objectives, risk tolerance, or investment horizon. Any portfolios or strategies shown are generic and for illustrative purposes only.

No Duty to Update

Information on this platform is based on data available at the time of publication and may become outdated. We are under no obligation to update or revise any content.

Forward-Looking Statements

Certain statements on this site may constitute forward-looking statements and are subject to risks and uncertainties. Actual results may differ materially from those expressed or implied.

Model Risk & Assumptions

Strategies, rankings, and portfolios are based on models, assumptions, and inputs that may be incomplete or incorrect. Model performance may change significantly as assumptions, data sources, or market conditions change.

Third-Party Data Sources

Some data is obtained from third-party sources believed to be reliable; however, we do not guarantee its accuracy, completeness, or timeliness and are not responsible for errors or omissions.

Tax Considerations

This platform does not provide tax advice. Tax consequences vary by individual and jurisdiction. You should consult a qualified tax professional regarding your specific situation.

No Trading Signals or Execution

Any rankings, signals, or alerts are informational only and do not constitute instructions to execute trades.

Jurisdictional Limitations

This platform is intended for informational purposes only and may not be suitable for users in all jurisdictions. Content is not intended for distribution where prohibited by law.