Operator details
Independent educational market-analysis project. Paid checkout is currently disabled. Contact support@trading.red for service, legal, or publisher enquiries and privacy@trading.red for privacy and data-rights requests.
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Model Methodology and Limitations
Last updated: July 17, 2026
Inputs
The model combines provider market-price history with trend, momentum, volatility, support/resistance, broad-market context, event context, and bounded news sentiment when those inputs are available.
Scenario Construction
Deterministic indicators and feature rules produce educational scenario ranges for short, medium, and longer horizons. The displayed timestamp identifies the provider snapshot used; a missing or stale provider input can change or suppress the output.
Heuristic Score
The model score ranks the strength and agreement of available features. It is not a win probability, forecast confidence interval, recommendation, suitability assessment, or promise that any displayed level will be reached.
Historical Checks
Lightweight backtests and historical analogs are descriptive checks, not independently audited performance records. Samples can be small and are sensitive to symbol universe, date range, data cleaning, corporate actions, and assumptions.
Known Biases and Omissions
Selection, look-ahead, survivorship, overfitting, and multiple-testing bias may overstate results. Historical checks may omit fees, spreads, slippage, taxes, liquidity, market impact, execution delay, delistings, and regime changes.
Asset-Specific Coverage
Stocks may have company, exchange-session, news, and extended-hours context. Crypto uses continuously traded market pairs. Forex uses currency-pair and session context. Provider availability differs, so the same features are not promised for every asset class.
Conflicts
A configurable material-conflict notice is displayed with analysis when the operator identifies a ticker-specific conflict. The general possibility that the operator or personnel may hold displayed instruments remains disclosed in the Risk Disclaimer.
Policy version: 2026-08-20. Mandatory consumer and data-protection rights remain unaffected.