candlestick patterns alone, sufficient or context-only
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doji, hammer, engulfing, morning star, evening star - the classic candlestick pattern lexicon. most trading books spend chapters on these. but i've never met a profitable trader who trades pure candlestick pattern signals without other context.
is this a 'candlestick patterns work but only with context' situation, or are they just chart aesthetic that has never had real edge?
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tested classic candlestick patterns systematically across multiple instruments and timeframes. results: in isolation, win rate roughly 50-52% (basically coin flip). with context (at major support/resistance, in trending direction, at confluence points) win rate climbs to 60-65%. the patterns themselves have minimal edge. the context they signal within does. patterns + context = useful. patterns alone = noise.
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learn the BIG patterns (engulfing, hammer/shooting star, doji at extremes) because they're efficient shorthand for what price is doing. dont memorize 50 obscure patterns - thats waste. the big 5-6 cover 90% of useful signaling. focus there, learn context separately, combine them.
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the original patterns work because they describe how price behaves when sentiment shifts, which is timeless. modern algorithms react to the same human-readable patterns because humans still set the levels. dismissing pre-electronic concepts entirely is overcorrection.
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simple, visible, repeatable. pattern + level + bias = high probability entry. ive made years of income off this single combination