Candlestick Pattern Scanner
Detect more than twenty candlestick patterns on any stock, forex pair, crypto, ETF or index in seconds. Search a ticker, pick a timeframe across daily, 4-hour, 1-hour and weekly, scan 20 to 200 candles, toggle SMA, EMA and Bollinger overlays for confluence, and the scanner marks every detected pattern directly on a real candlestick chart with reliability stars and trend context. Filter results by bullish, bearish or neutral. Pro adds bulk CSV scans and multi-instrument batch. Ultra unlocks the CleaRank Financial AI Pattern Verdict with confluence reads, A-F setup grades and next-action recommendations. Free, no signup required, works on every asset class.
Twenty-five patterns: reversal, continuation, indecision categorised
Most pattern scanners on the open web hand you a list of pattern names with no context: no chart, no reliability score, no overlays, no way to see why the scanner flagged this candle. This one is built differently. It pulls real-time OHLC data, draws an interactive candlestick chart, marks every detected pattern directly on the bar that fired it, layers SMA, EMA and Bollinger overlays for instant confluence reads, and ranks every result on a five-star reliability scale tuned to decades of empirical research. The six panels below follow the order the scanner renders them, from the live symbol search at the top to the Ultra-locked CleaRank Financial AI Pattern Verdict at the bottom.
1. Search any ticker. Stocks, forex, crypto, ETFs, indices.
The scanner opens on a searchable combobox that fires a debounced request against the live instrument search the moment you start typing. Type AAPL for stocks, EUR/USD for forex, BTC/USD for crypto, SPY for ETFs, or any symbol the data provider covers, and the dropdown returns ranked matches with exact match first, then starts-with, then contains. Each row prints the symbol, the full instrument name, and a colour-coded type pill so a Stock, Forex, Crypto, ETF or Index is never confused with another asset class. Click a row and the scanner pre-fills the symbol, locks in the exchange, and arms the Start Pattern Scan button. The same search runs across every asset class the data provider supports, so the scanner is genuinely multi-asset, not just a stocks-only tool with a forex sticker on the box.
5 ASSET CLASSES
AAPL|
Apple Inc.
Stock
Euro vs US Dollar
Forex
Bitcoin vs US Dollar
Crypto
4 TIMEFRAMES
4H
1H
Weekly
20 to 200 candles
2. Pick the timeframe, the candle count, and an analyze window
Three controls that together shape the scan. Timeframe picks the bar interval the scanner fetches: Daily for swing setups and weekly rotation, 4-hour for active intraday swing, 1-hour for serious day trading, and Weekly for macro-trend pattern hunting. Candles sets how much history the request pulls, from 20 bars (the minimum the pattern algorithms need to compute reliable reads) up to 200 bars (deep history for spotting recurring patterns in the same instrument). Analyze window is the killer feature most pattern scanners miss: you can fetch 200 bars of context for the chart but tell the pattern engine to only flag patterns inside the last 30, 60, 90 or 120 candles. That keeps the chart visually rich and the result list focused on the timeframe you actually care about, instead of cluttering both with patterns from six months ago that have no bearing on today.
3. Toggle the overlays for instant confluence
Four overlay checkboxes sit directly above the Start Pattern Scan button and layer onto the chart the moment you toggle them. SMA(20) is on by default and is the standard short-term moving average most discretionary traders use as a dynamic trend line. SMA(50) is the medium-term institutional reference: above the 50 means buyers are in control, below means sellers. EMA(20) is the responsive cousin of the SMA, weighted toward recent bars so it turns faster on momentum shifts. Bollinger Bands wraps the price in a 20-period, 2-standard-deviation envelope and is the single best context check on candlestick patterns: a Hammer that fires below the lower band carries far more weight than the same Hammer in the middle of the range. The discipline is to never read a pattern in isolation. The overlays exist so every flagged candle is read with trend, mean and volatility context in the same glance.
CONFLUENCE
On
Off
Off
On
7 patterns
7 patterns · 100 candles
4. Start Pattern Scan. Twenty plus patterns, marked on the chart.
Hit Start Pattern Scan and the engine sweeps the candle history for more than twenty distinct candlestick patterns: Doji, Dragonfly Doji, Gravestone Doji, Hammer, Hanging Man, Inverted Hammer, Shooting Star, Bullish Engulfing, Bearish Engulfing, Bullish Harami, Bearish Harami, Morning Star, Evening Star, Three White Soldiers, Three Black Crows, Piercing Line, Dark Cloud Cover, Tweezer Top, Tweezer Bottom, Bullish Marubozu, Bearish Marubozu, Spinning Top, Gap Up, Gap Down, Three Inside Up and Three Inside Down. Every detection lands directly on the bar that fired it with a coloured arrow marker (green up for bullish, red down for bearish, blue for neutral) and a label so you can scan a year of price action at a glance and instantly see where the reversal candles sit. No flipping between a list and a chart. The chart is the list.
5. Filter, sort by reliability stars, and click to investigate
Below the chart sits the pattern grid: one card per detected pattern, ranked by reliability and tagged with direction. The filter bar above the grid has four buttons: All, Bullish, Bearish, Neutral. Tap Bullish and the grid hides every bearish and neutral card so you are looking only at reversal candles that point up. Each card prints the pattern name, the candle date, the direction badge, a five-star reliability rating that comes from a curated empirical database (Bullish Engulfing scores 72, Morning Star 75, Three White Soldiers 78, Doji 50, Spinning Top 45), and a short context line that tells you what trend the pattern needs to read as a real signal. Click any card and the chart scrolls to highlight the candle, so the journey from a long results list to the exact bar on the chart that fired the signal is a single click.
FILTER BULLISH
Bullish
Bearish
Neutral
★★★★★
★★★★☆
★★★☆☆
6. Unlock the AI Pattern Verdict and bulk CSV scans
The free scanner runs unlimited live scans on every asset class. Subscribers unlock two extra layers. Pro opens the Upload File tab and the Paste CSV tab, which together replace the live-search input with a bulk-data pipeline: upload a CSV with OHLCV columns and the scanner runs the same pattern engine across your own historical data, weekly export, or multi-instrument batch. Useful for backtesting a pattern strategy across a year of stock data, or sweeping a watchlist of fifty tickers in one session. Ultra unlocks the CleaRank Financial AI Pattern Verdict: every scan returns a confluence read against the active overlays (does the Hammer line up with the lower Bollinger band? does the Engulfing follow a divergence?), a trend-context paragraph (six-week downtrend or two-day pullback inside an uptrend?), a letter-graded setup score from A to F, and a concrete next-action recommendation (enter on confirmation candle, stop below the wick, first target at SMA-50). The AI reads the same chart you do, in the same language.
Reliability scoring: which patterns survive on which timeframe
Candlestick patterns work the same way on every asset class, but the right candle to scan for, the right timeframe to scan on, and the right confluence overlays to enable change a lot from one trading style to the next. Pick the profile that matches your week.
Swing traders confirming reversals at S/R
Set the timeframe to Daily, pull 100 candles, leave SMA(20) and Bollinger on. Filter to Bullish at the lower band of a known support level, Bearish at the upper band of resistance. A Hammer at lower Bollinger with SMA(50) holding above is the textbook swing-long entry the scanner makes obvious in under a second.
- Timeframe: Daily, 100 candles
- Overlays: SMA(20), SMA(50), Bollinger
- Highest-value patterns: Hammer, Engulfing, Morning Star
Forex day traders timing pullbacks
EUR/USD, GBP/JPY, AUD/USD on the 1-hour or 4-hour. Pull 120 candles, leave EMA(20) on, set the analyze window to Last 30 so the scanner ignores anything older than a couple of sessions. Tweezer Bottoms and Piercing Lines at the EMA in an uptrend are the highest-probability long-side day trades on majors.
- Timeframe: 1H or 4H, analyze last 30
- Overlays: EMA(20), Bollinger
- Highest-value patterns: Tweezer, Piercing, Engulfing
Crypto holders spotting capitulation candles
Bitcoin, Ethereum and the large-cap alts go through fast 20 to 30 percent drawdowns followed by violent V-bottoms. Daily timeframe on BTC/USD, pull 200 candles, filter to Bullish, watch for Hammer or Dragonfly Doji on a single 8 to 12 percent down day. The candle that closes with a long lower wick and a tiny body is the capitulation reversal candle most retail holders miss in real time.
- Timeframe: Daily, 200 candles
- Overlays: SMA(50), Bollinger
- Highest-value patterns: Hammer, Dragonfly Doji
Funded-account candidates validating setups before the click
major funded-account programs and the rest of the prop-firm world reward consistency above flair. Run the scanner on every setup before you click and only take trades where the entry candle scored 65 reliability or higher (three-star plus), the pattern aligns with the higher-timeframe trend, and at least one overlay confirms. That single discipline eliminates the impulse-trade losses that fail most prop accounts.
- Timeframe: Match the trading plan
- Overlays: All four, full context
- Minimum reliability: 65 (three star plus)
Confluence with EMA, Bollinger, and trend context — when patterns pay
Most candlestick pattern recognition tools on the open web run on free EOD data with a one-day lag, return a list with no chart, ignore reliability entirely, and force you to switch between five browser tabs to read the trend context the pattern needs to mean anything. This one is built differently. Real OHLC data on every asset class: the scanner pulls live market data through TwelveData with the same coverage the trading workbench at trade.clearank.com uses. Stocks, forex, crypto, ETFs and indices all return current bars within the polling window, not yesterday-EOD. More than twenty patterns, every one with a reliability score: the pattern database is curated from decades of empirical research, with each pattern carrying a 0-to-100 reliability rating, a direction tag, a strength level, and a context note describing the trend the pattern needs to behave as advertised. Arrow markers directly on the chart, not in a separate list: every detected pattern is annotated on the candle that fired it, so the chart visually tells you where the reversal candles sit instead of forcing you to cross-reference a list of pattern names against bar dates. Integrated overlays for instant confluence: SMA(20), SMA(50), EMA(20) and Bollinger Bands toggle on with a single checkbox so a Hammer at the lower band carries different weight than a Hammer in the middle of nowhere, and the difference is visible without flipping screens.
The scanner also ties into the rest of the CleaRank dashboard. A pattern detected here feeds the Risk and Reward Calculator when you want to plan the trade off the pattern entry. The stop sits at the wick low, the take-profit is sized off the prior swing. The same setup goes into the Position Size Calculator to find the right share or lot count. Pro and Ultra subscribers save every scan to the Trade Journal and replay them inside the trading workbench alongside the trading simulator, the stop-loss calculator and the slippage auditor.
Top three patterns by win rate, and the one pattern most traders misread
The candlestick chart was invented in 18th-century Japan by rice merchants in the town of Sakata, most famously by a trader named Munehisa Homma who built a vast fortune by reading the order flow of the Osaka rice exchange in the shape of daily price ranges. The format crossed over to Western markets in the 1990s through Steve Nison’s Japanese Candlestick Charting Techniques, and is now the default chart style on every brokerage and trading platform in the world. The reason it stuck: a single candlestick packs four numbers (open, high, low, close) into one visual shape, and the relative size of the body to the wicks tells you the entire story of who controlled the bar, who lost it, and where price closed under pressure.
The shape of a single candle is informative but the real edge comes from patterns of two or three candles together. A Bullish Engulfing is a big green candle that fully swallows the prior red one, which says buyers showed up with enough conviction to erase the previous bar in a single move. A Morning Star is a three-candle sequence: a strong red candle, a small indecision candle, then a strong green candle that closes back into the red candle’s body, which says the downtrend ran out of fuel and reversed in three sessions. Reversal patterns mark turning points. Continuation patterns confirm the existing trend will likely keep running. Indecision patterns (Doji, Spinning Top) say the bar was a draw and the next one will resolve the fight.
Context is the single most important variable. A Hammer in the middle of a sideways range is meaningless. The same Hammer at a known support level, after a multi-week downtrend, with volume expanding on the wick recovery, is the canonical bottom signal that has been documented in equities, futures and forex for two centuries. The job of the scanner above is to flag every pattern instantly and the job of the trader is to read the context: trend direction (above or below the SMA?), location (lower Bollinger band or middle of nowhere?), volume (expanding on the reversal candle?), and follow-through (does the next candle confirm?). The pattern is a signal. The context decides whether to trade it.
“A pattern in isolation is a coin flip. A pattern at the lower Bollinger band, after a three-week downtrend, at a known horizontal support, with volume expanding on the wick recovery, is the trade. The scanner finds the pattern. The trader supplies the context. Together that is the entire job.”
Fifteen patterns, ranked by empirical reliability
The reference on the right is the same reliability database the scanner uses internally to score every detection. The reliability number is a 0-to-100 empirical score derived from decades of pattern-effectiveness research. Anything above 70 is high conviction, 55 to 70 is solid, below 55 needs the most context.
The strongest single-candle reversal pattern is the Bullish or Bearish Engulfing at 71 to 72 reliability. The strongest three-candle reversal pattern is Three White Soldiers / Three Black Crows at 77 to 78. The weakest signals are Doji and Spinning Top below 50, which are properly read as indecision markers rather than directional trades.
| Pattern | Type | Candles | Stars | Best context |
|---|---|---|---|---|
| Three White Soldiers | Bullish reversal | 3 | ★★★★★ | After downtrend |
| Three Black Crows | Bearish reversal | 3 | ★★★★★ | After uptrend |
| Morning Star | Bullish reversal | 3 | ★★★★★ | Gap-down middle bar |
| Evening Star | Bearish reversal | 3 | ★★★★★ | Gap-up middle bar |
| Bullish Engulfing | Bullish reversal | 2 | ★★★★☆ | Support level after decline |
| Bearish Engulfing | Bearish reversal | 2 | ★★★★☆ | Resistance after rally |
| Bullish Marubozu | Continuation | 1 | ★★★☆☆ | Breakout from range |
| Hammer | Bullish reversal | 1 | ★★★☆☆ | Lower band, downtrend |
| Shooting Star | Bearish reversal | 1 | ★★★☆☆ | Upper band, uptrend |
| Piercing Line | Bullish reversal | 2 | ★★★☆☆ | Closes above 50% of prior |
| Dark Cloud Cover | Bearish reversal | 2 | ★★★☆☆ | Closes below 50% of prior |
| Dragonfly Doji | Bullish reversal | 1 | ★★☆☆☆ | Downtrend exhaustion |
| Gravestone Doji | Bearish reversal | 1 | ★★☆☆☆ | Uptrend exhaustion |
| Doji | Neutral / indecision | 1 | ★★☆☆☆ | Confirm with next candle |
| Spinning Top | Neutral / indecision | 1 | ★☆☆☆☆ | Trend pause, watch next bar |
Stars are a 0-100 reliability score rounded to a 5-star scale. The scanner detects more than twenty patterns total. This table shows the fifteen most widely traded.
Worked example: four detections, four instruments
The same scanner, four very different instruments and timeframes. Each card shows the pattern the scanner flagged, the reliability score the database returned, and the follow-through that actually arrived in the next bars. Patterns at known structural levels with volume confirmation behaved the way the empirical research said they would.
Four instruments, four very different timeframes and patterns. Three of the four were high-reliability reversal patterns at known structural levels with volume confirmation, and all three behaved the way the empirical research said they would. The fourth (the SPY weekly Doji) was a neutral indecision candle, scored 3 stars, and behaved exactly the way the database said it would: two weeks of compression before the trend resolved. The pattern is the signal. The reliability score is the conviction level. The structural context is the trade decision.
Five candlestick mistakes that quietly drain accounts
Pattern recognition is the easiest part of technical analysis to learn and the hardest to deploy without falling into one of these five traps. Recognise the patterns of bad pattern reading, and the scanner above keeps you out of every one.
- Trading the pattern without trend or volume context. A Hammer in the middle of a sideways range is a coin flip. The same Hammer after a multi-week downtrend, at a known horizontal support, with volume expanding on the wick recovery, is the canonical bottom signal. The pattern is the signal. The context decides whether to trade it. Why it matters: the empirical research shows that any single-candle pattern in isolation behaves close to random, and the same pattern in proper context outperforms the index by a meaningful margin across decades of data.
- Ignoring the reliability score. The scanner ranks every pattern on a 0-to-100 reliability scale. A 4-star or 5-star pattern (65 to 78) carries genuine statistical edge. A 1-star or 2-star pattern (45 to 60) needs every other variable to align before it is tradeable. The mistake is treating every detection equally and trading a Spinning Top (45) with the same conviction as a Three White Soldiers (78). The fix is simple: filter the result grid to bullish or bearish, sort by reliability, and skip anything below 65 unless three other variables confirm. Why it matters: a strategy that only trades 4-star plus patterns and skips everything else trims the trade count by half and roughly triples the hit rate.
- Acting on the pattern before the candle closes. The biggest tell of an inexperienced pattern trader is taking the trade mid-candle while the body, the wicks and the close are still in motion. Every pattern definition is based on the closed bar: the open, the high, the low, and the final close. A bar that looks like a Hammer at 3pm can morph into a Doji or a green Marubozu by the 4pm close. The fix: never enter on the pattern bar itself. Wait for the close, then enter on the confirmation candle that follows. Why it matters: the empirical research that supports the reliability scores assumes closed bars. Trading the bar before it closes is trading a different signal than the one the score covers.
- Cherry-picking the timeframe that confirms the bias. A trader who wants to be long flips through 5-minute, 15-minute and 1-hour timeframes until one of them shows a bullish pattern, then trades it as if the higher timeframes confirmed. They did not. The fix: pick the timeframe that matches the holding period before opening the chart. Day trade is 1-hour or 4-hour. Swing is daily. Position is weekly. Read the pattern only on that timeframe and let the others provide context, not the entry signal. Why it matters: patterns on lower timeframes are noisier and less reliable than the same patterns on higher timeframes. The empirical reliability scores in the database are calibrated to the daily timeframe.
- Stacking every overlay until the chart is unreadable. SMA(20), SMA(50), EMA(20) and Bollinger Bands all at once turns the chart into a tangle of lines and obscures the actual candles. The fix: keep two overlays maximum. The most useful pair for almost every setup is SMA(20) and Bollinger Bands, which together give you trend, mean and volatility envelope. Add the SMA(50) only on daily or weekly. Skip EMA(20) entirely if you already have SMA(20). Why it matters: the entire point of candlestick analysis is reading the candle. If the overlays drown out the candle, the analysis is doing the opposite of its job.
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Frequently asked questions
Stop eyeballing patterns one chart at a time. CleaRank Financial AI grades the setup for you.
The free scanner detects more than twenty candlestick patterns on every asset class, marks them on the chart, and ranks them by reliability. Pro adds bulk CSV scans, custom date ranges and multi-instrument batch. Ultra adds the CleaRank Financial AI Pattern Verdict with A to F setup grades and next-action recommendations.
Pro
- Bulk CSV scans with custom date ranges and multi-instrument batch
- Trade Journal with pattern tagging, calendar view and prop-firm audit
- All 17 frontend tools with Save Scenario and PDF exports
Ultra
- Everything in Pro, plus
- CleaRank Financial AI Pattern Verdict with A to F setup grades and confluence reads
- Next-action recommendations and alerts on emerging high-reliability patterns
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