Momentum Stock Screener: Returns, Relative Strength and Confirmation
A momentum stock screener compares price returns over a defined lookback, then checks liquidity and trend before adding stocks to a review list. A large daily gain alone cannot distinguish a sustained advance from a news gap. Use the same completed daily bars for every candidate, compare returns with a benchmark, and retain the rejected names when reviewing the rules.
Verified product fields
Build the comparison in Pineify Market Screener
The current field picker includes 20-Bar Return, 60-Bar Return, Volume SMA 20, Close, SMA 50, SMA 200 and Gap Size. These fields support the daily comparison below. Apply the thresholds during review; the table offers column sorting and ticker search, not an arbitrary compound-rule builder.
- Daily bars first
- Choose 1D for the collection and check for symbol-specific timeframe overrides. A 20-bar return on 1D and on 1H measures different periods.
- A defined collection
- Compare up to 100 supported symbols per collection, with up to 20 visible indicator columns. Add a benchmark as one of those symbols.
- Refresh is not data age
- The active collection refreshes every 60 seconds and shows an Updated time. That records a fetch; verify the chart session and latest completed bar separately.
- Custom conditions need separate work
- Benchmark-relative returns and a rule excluding the latest gap require calculation or a custom script. Do not assume a displayed momentum score implements those conditions.
This is a focused technical comparison workspace. Collection coverage, data availability and account access constrain what you can compare.
How Pineify helps
Use Pineify Market Screener to compare the supported return, volume and trend fields across a defined collection. For conditions beyond those columns, Pine Script AI Coding Agent can help draft a custom script from explicit requirements. Review the logic, confirm the chart inputs and test the result before relying on it.
Define the return before choosing a threshold
For positive stock prices, the n-bar close-to-close return is 100 × (C / C[n] - 1). C is the last completed daily close and C[n] is the close n trading bars earlier. A 20-bar window is not a calendar month. Keep the same exchange session, adjustment setting and completed date for the stock and benchmark; split-related price jumps or mismatched dates can distort the comparison.
- 20-bar return describes the recent move; 60-bar return checks whether a longer window also advanced.
- Relative strength here means stock return minus benchmark return, in percentage points. It is not RSI and is not a percentile rank.
- TradingView Screener Performance uses an earlier opening price for its reference. Do not substitute Perf.1M for this close-to-close 20-bar rule.
- If the reference close is missing or zero, leave the result unavailable. A short listing history is not a zero return.
A daily momentum screen with explicit rules
The following thresholds are a worked research example, not optimized settings. Start with a recorded list of US-listed common stocks quoted in USD. Evaluate after the regular session has closed, use the same daily data convention, and keep only names meeting every condition. In Market Screener, sort and compare the available columns; calculate the benchmark difference separately.
- Return: 20-bar return at least 10% and 60-bar return at least 15%.
- Relative strength: 20-bar return at least 5 percentage points above a chosen broad-market benchmark over the identical dates.
- Liquidity: close at least $10 and Volume SMA 20 at least 1,000,000 shares per daily bar, including the completed signal bar. Check the live spread separately before any order.
- Trend: close above SMA 50 and SMA 50 above SMA 200. Missing history for either average excludes the candidate.
- Review flag: an opening Gap Size of 5% or more requires a separate news and gap review. It is not an automatic buy or rejection.
Worked example: a sustained advance and a one-day gap
All prices and volumes in these examples are hypothetical. Stock A closes at $60, versus $50 twenty bars ago and $48 sixty bars ago. Its returns are 20% and 25%. The benchmark rises from $100 to $108 over twenty bars, so A leads by 12 percentage points. With Volume SMA 20 of 1.4 million shares, SMA 50 of $55 and SMA 200 of $49, A passes the stated rules.
- A closed yesterday at $59.50 and opened today at $59.80: opening gap = 100 × (59.80 / 59.50 - 1) = 0.50%. Its twenty-bar-window gain before today was 100 × (59.50 / 50 - 1) = 19%.
- Stock B also closes at $60, with the same $50 and $48 lookback closes. It therefore has the same 20% and 25% returns, but yesterday closed at $50 and today opened at $60: a 20% gap.
- B has 2 million average shares, SMA 50 of $52 and SMA 200 of $49, so it also passes the numeric screen. Its gain before today, measured from the same twenty-bars-ago close, was 0%. The gap flag separates it from A for chart and news review.
- The before-today comparison spans 19 bar intervals within the original window. It is not yesterday's rolling 20-bar return. Inspect the intervening bars as well: endpoint returns cannot prove a smooth trend.
Keep rejected candidates and failures in the review log
A pass/fail log reveals what a rule removes and what it misses. Preserve the original universe, screening date, field values, reason for rejection and a fixed follow-up date. Do not rebuild an old screen from today's surviving stocks or keep only the later winners.
- Liquidity rejection C: close $30, twenty-bars-ago close $25, sixty-bars-ago close $24, SMA 50 $28, SMA 200 $24 and average volume 80,000 shares. Returns are 20% and 25%, but the volume floor rejects it.
- Trend rejection D: close $24, prior reference closes $20 and $18, average volume 2 million shares, SMA 50 $26 and SMA 200 $28. Returns are 20% and 33.33%, but price remains below both averages. This can be a rebound inside a longer decline.
- Failed candidate A: suppose the next session closes at $54 after adverse news. From the $60 screening close, the change is -10%. A valid screen did not prevent a loss, and a gap can bypass a planned exit price.
- At a preselected horizon, compare accepted and rejected groups under the same price convention. A screening return excludes fills, fees and slippage; a trading test needs those assumptions plus explicit entry and exit rules.
Liquidity, participation and trend answer different questions
Average share volume measures activity, not guaranteed executable depth. The example combines a price floor and a share-volume floor; neither proves a narrow spread or sufficient liquidity for your order size. Relative Volume measures activity against its own reference window, so a thin stock can have high relative volume while still trading very few shares.
- Record the relative-volume provider and lookback. TradingView's documented screener ratio uses the prior ten bars excluding the current bar; do not assume every product uses that denominator.
- Do not compare an unfinished daily volume bar with a full-day threshold. After-hours transactions and stale last prices also need separate treatment.
- Raising the return floor favors larger past moves and can admit more extended stocks. Tightening the trend rule can omit early recoveries. Log the rejected group before changing either threshold.
- A benchmark can itself be falling. Require a positive absolute return as well as relative outperformance when the intended setup is an advancing stock.
Move from the comparison table to chart confirmation
Save the universe and 1D setting, add the named return, volume and moving-average columns, and sort by 20-Bar Return. Review the remaining conditions before adding a name to the shortlist. Open each candidate in TradingView and match the exchange symbol, adjustment settings, session and completed date. Inspect the price path, opening gap, news and spread instead of treating the table rank as an entry instruction.
- Record both the Market Screener Updated time and the timestamp of the last completed chart bar. A new fetch can still contain an old or incomplete observation.
- For a custom benchmark comparison or gap-exclusion rule, give Pine Script AI Coding Agent the exact formulas, timeframe, missing-data policy and a finite symbol list. Review its generated code and validate it in TradingView.
- A custom Pine script must respect TradingView request and execution limits. It does not turn a finite collection into a whole-market scanner.
How to check a screener result
Check 1
Confirm the symbol universe, timeframe, field settings, and data timestamp.
Check 2
Open each candidate chart and compare the screen result with price, volume, and nearby structure.
Check 3
Write down the condition that would invalidate the setup before making a trading decision.
Related resources
This page is for information and research only, not investment advice. Examples are hypothetical and exclude execution costs. Screening data can be delayed, incomplete or invalidated by new information. A screen does not guarantee future performance. Pineify is an information tool, not an investment adviser. No screener, indicator, or AI system can predict stock prices with certainty or guarantee a return.
Frequently asked questions
Which filters belong in a momentum stock screener?
Use a defined return lookback, an absolute liquidity check and a trend condition. The example uses 20/60-bar returns, price and average share-volume floors, and close above SMA 50 above SMA 200. The thresholds are assumptions for evaluation, not a proven trading edge.
Is relative strength the same as RSI?
No. Here, relative strength is the difference between stock and benchmark returns over the same dates. A stock up 20% against a benchmark up 8% leads by 12 percentage points. RSI measures the balance of recent gains and losses within the stock's own price series.
How can I distinguish a gap from sustained momentum?
Compare the opening gap and the price path with the full-window return. Two stocks can both show a 20% twenty-bar gain while one earned almost all of it in a single news gap. The endpoints alone cannot distinguish those paths.
Can I use a one-month performance field instead of 20-Bar Return?
Only if you deliberately change the rule. TradingView Screener Performance uses a past opening price and a time-based reference; the example here uses a close twenty trading bars earlier. The window and reference price must match before comparing numbers.
Does Market Screener automatically apply all these rules?
No. The current table provides selectable technical columns, sorting and ticker search. Compare the stated thresholds during review. Benchmark-relative calculations and other custom combinations require separate calculation or a reviewed script.
Does a qualifying momentum stock have to keep rising?
No. The screen describes past prices and volume. A qualifying stock can reverse on the next bar, and a gap can cause an exit to execute beyond the intended level. Retain failed candidates when assessing the rules.