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No chart can predict the future with certainty. Technical analysis studies past price and volume to identify patterns and probabilities, not guarantees. Markets are influenced by countless unpredictable factors, so charts help you assess the likelihood of a move rather than foretell it. Skilled traders treat signals as odds to be managed with risk controls, accepting that any single trade can fail.

Technical analysis can support trading decisions by identifying patterns, levels and probabilities, but it is not consistently reliable in every market or timeframe. Signals can fail, so traders should combine analysis with defined position sizing and risk controls. No indicator guarantees a profitable result.

A mechanical or systematic trading system is a set of predefined rules that dictate exactly when to enter, exit and size positions, removing emotion and guesswork. Signals are generated by objective conditions such as indicator crossovers or price levels. The aim is consistency and discipline. However, no rule set works in every market, and systems need ongoing monitoring and risk limits.

Backtesting applies a strategy to historical data to assess its past behaviour, including returns, drawdown and trade frequency. Include realistic spreads, commissions, financing, slippage and execution assumptions where relevant. Backtest results do not guarantee live CFD performance, and overfitting can make results unreliable.

Trading systems can fail when market conditions change, rules are over-optimised, costs are underestimated or execution differs from the test. CFD spreads, financing, slippage, gaps and leverage can materially affect live results. No system wins every trade, so ongoing monitoring and defined risk limits are necessary.

Neither is universally better. Fundamental analysis focuses on business and economic factors, while technical analysis focuses on price behaviour and timing. For CFD trading, either can inform a setup, but neither removes leverage, spread, financing, execution or market risk.