if you're looking for futures trading strategies that hold up, the first thing to check is how many sessions the setup played out on, out of how many it could have. plenty of futures trading strategies get shared with a chart of one day they worked and no sample size behind them.

edgeful's reports track how often common intraday futures trading strategies played out, split by ticker, session, and time window.

data-driven futures trading means you check that number before you take the setup: how often it played out on the ticker and session you trade, and how many sessions it rests on.

table of contents

• what makes futures trading strategies data-backed
• strategy 1: opening range breakout (ORB)
• strategy 2: initial balance breakout
• strategy 3: gap fill trading
• strategy 4: session breakout
• strategy 5: day-of-week edge trading
• strategy 6: engulfing bar continuation
• strategy 7: overnight continuation
• how to choose the right futures trading strategies for your style
• combining multiple futures trading strategies
• key takeaways

what makes futures trading strategies data-backed

data-backed futures trading strategies meet 3 criteria:

1. a measured outcome with the sample attached. "X of Y sessions" tells you how often something happened and how much history sits behind it. a percentage with no sample could be 3 out of 4
2. numbers split by the conditions you trade. the same setup plays out differently by ticker, session, and weekday, so the number you trade off should match your ticker and your session
3. costs on top. edgeful's reports measure what price did. commission and slippage come out of your results on top of that, so a setup that only just holds up on the numbers needs a closer look before you trade it live

strategy 1: opening range breakout (ORB)

the opening range breakout is one of the 3 futures trading strategies edgeful's automated algos are built on, along with the IB breakout and the engulfing bar. you wait for the first 5, 15, or 30 minutes of the session to finish, mark the high and low of that range, and trade the break of one side.

• what the report measures: edgeful's ORB report counts how often price breaks the opening range high only, the low only, both sides, or neither side during the session. a break on one side only means the first break was the only break, so a stop beyond the far side of the range never got hit.
• what the data shows: according to edgeful data, NQ broke only one side of its 15-minute opening range on 59 of 131 NY sessions (45.0%) between April 10 and October 9, 2026. on the rest of those sessions, price broke both the high and the low before the close.

that number matters most for your stop. a double break doesn't always mean a stopped trade, because price can reach your target before it trades back through the other side. the ORB by retracement subreport shows how far price pulled back into the range after the first break, and traders use it to place the stop somewhere other than the far side of the range.

how to trade it:

1. wait for the opening range to complete (5, 15, or 30 minutes)
2. mark the high and low of that range
3. enter on a break above the high (long) or below the low (short)
4. place your stop with the by retracement subreport, or on the opposite side of the range
5. target a range extension from the by levels subreport, or a fixed reward-to-risk

for the full breakdown, check out our ORB trading strategy guide.

strategy 2: initial balance breakout

the initial balance (IB) is the range set by the high and low of the first hour of trading, 9:30AM to 10:30AM ET in the NY session. it works like the ORB with a longer window: 60 minutes instead of 5, 15, or 30.

what the report measures: edgeful's IB report counts how often price breaks the IB high only, the IB low only, both sides, or neither side during the rest of the session. a single break means price broke one side and never broke the other.

what the data shows: according to edgeful data, NQ broke only one side of its IB on 100 of 131 NY sessions (76.3%) between April 10 and October 9, 2026.

traders use that number to decide how much weight to give the first IB break, then use the by retracement subreport to decide how far inside the range the stop goes. the IB range always includes the first 15 minutes, so it's at least as wide as the 15-minute opening range.

how to trade it:

1. mark the IB high and low at 10:30AM ET
2. wait for a break above or below, with a candle close beyond the level if you want confirmation
3. enter on the break or on a pullback toward the IB level (the by retracement subreport shows how deep those pullbacks went)
4. place your stop inside the IB range
5. target an IB extension from the by levels subreport, like 0.5x or 1x the IB range

the IB also has a "by rejection" subreport. it tracks which side of the IB formed first and which side broke first after it, so you can build a directional bias before the break. for more on this, see our initial balance breakout strategy guide.

strategy 3: gap fill trading

a gap happens when the session opens above or below the previous session's close. gap fill trading takes the trade back toward that prior close: short gap ups, long gap downs.

what the report measures: edgeful's gap fill report counts every gap up and gap down at the NY open, then counts how often price traded back to the prior session's close during the session. that prior close is the target, and you can set the fill to a partial level instead, like half the gap.

what the data shows: according to edgeful data, ES gapped up at the NY open on 77 sessions between April 10 and October 9, 2026, and 43 of those 77 gaps filled back to the prior close during the NY session (55.8%).

traders use that number to decide whether gap fills are worth trading on that ticker at all. gap downs on the same ticker are a separate count in the same report. the by size and by weekday subreports split it further by gap size and day of the week.

how to trade it:

1. note the gap direction and size at the 9:30AM ET open
2. check how often gaps in that direction filled on your ticker in the NY session
3. take the trade toward the fill: short gap ups, long gap downs
4. target the prior session's close, or your partial fill level
5. place your stop with the by spike subreport, which shows how far price ran further in the gap's direction, against your trade, before it filled

for the full gap fill data and strategy rules, see our gap fill trading strategy guide.

here's how 3 of these futures trading strategies, the ORB, the IB, and the gap fill, compared on NQ and ES in the NY session between April 10 and October 9, 2026:

strategy 4: session breakout

a session breakout trade uses the range of an earlier session. if you trade the NY session, the earlier session to watch is London, which runs from 3AM to 11AM ET.

what the report measures: edgeful's market session breakout report takes the high and low of the first session and counts how often the second session breaks one side, both sides, or neither. with London as the first session and NY as the second, a break only counts after London closes at 11AM ET, since the London range isn't final until then.

what the data shows: according to edgeful data, the NY session broke only one side of NQ's London range on 94 of 131 sessions (71.8%) between April 10 and October 9, 2026.

traders use that number to treat the London high or low as a target once London closes, and they take the direction from other reports.

how to trade it:

1. mark the London session high and low
2. wait for London to close at 11AM ET
3. build a bias for the rest of the session from another report, like opening candle continuation or the IB
4. target the London high or low on the side your bias points to

for more on how session breakouts work across different instruments, check out our guide on market session breakout strategies.

strategy 5: day-of-week edge trading

day-of-week trading is a filter you put on top of any of the other futures day trading strategies here. the same futures trading strategies can play out differently from one weekday to the next.

what the report measures: most edgeful reports have a by weekday subreport that splits the same counts by day of the week. the volume and range by weekday report shows the average volume and average range for each weekday on its own.

what the data shows: according to edgeful data, NQ broke only one side of its IB on 16 of 26 Wednesdays (61.5%) in the NY session between April 10 and October 9, 2026, the lowest of any weekday.

traders use the weekday split to decide how much size to put on each of their futures trading strategies on a given day.

how to trade it:

1. pull the by weekday subreport for your main strategy and ticker
2. find the days with the strongest and weakest numbers
3. trade your normal size on the strong days
4. cut your size or sit out on the weak days

our post on the weekday trading edge covers this in detail.

strategy 6: engulfing bar continuation

the engulfing bar continuation is a candle-based setup where the candle sets your stop. an engulfing bar is a candle whose body fully covers the body of the candle before it. a bullish engulfing bar is a green candle that engulfs a red one, and a bearish engulfing bar is the opposite. the continuation trade goes in the engulfing bar's direction.

what the report measures: edgeful's engulfing candles report treats every engulfing bar as a trade: entry at the bar's close, stop at the bar's low for a bullish bar (the high for a bearish one). it then counts how often price reached 0.5R, 1R, 1.5R, 2R, 2.5R, and 3R before touching the stop.

what the data shows: according to edgeful data, of 204 bullish engulfing bars on NQ's 15-minute chart in the NY session between April 10 and October 9, 2026, 86 reached 1R before the stop (42.2%).

the report lists the same count for every target from 0.5R to 3R, so you can see how much more often a closer target got hit before you decide where yours goes.

how to trade it:

1. mark an engulfing bar on your chart timeframe (5, 15, or 30 minutes)
2. enter at the close of the engulfing bar
3. place your stop at the other end of the bar: the low for bullish, the high for bearish
4. target the R multiple you picked from the by RR data

for more on how to set targets using engulfing bar data, see our engulfing bars strategy guide.

strategy 7: overnight continuation

the overnight continuation strategy is a check you can run at the 9:30AM ET open. it looks at the move from the prior session's close to the NY open, and at whether the session keeps going that way into the close.

what the report measures: edgeful's overnight continuation report marks the overnight move green if the NY session opened above the prior session's close, and red if it opened below. then it tracks whether the session closed above its open (a green day) or below it (a red day).

what the data shows: according to edgeful data, ES opened the NY session below the prior close on 53 sessions between April 10 and October 9, 2026, and 31 of those 53 closed red (58.5%).

the green side is a separate count in the same report, and the by weekday subreport splits both by day of the week.

how to trade it:

1. at the 9:30AM ET open, note whether price opened above or below the prior session's close
2. check the overnight continuation report for your ticker in that direction
3. check the by weekday subreport for today's weekday
4. use it as your bias for the session, and take your entry from one of the other futures trading strategies, like the ORB, the IB, or an engulfing bar

for a deep dive into this setup, see our overnight continuation strategy guide.

how to choose the right futures trading strategies for your style

not all futures trading strategies fit every trader. here's how to narrow it down:

• if you want structure and set timing: ORB or IB breakout. both have a fixed window to mark the levels, plus clear entry and stop locations. the IB takes an hour to form, the 15-minute ORB is ready at 9:45AM ET
• if you want a fixed target: gap fill. the target is the prior session's close, and the report shows how often price got back there
• if you trade levels from earlier sessions: session breakout. the London high and low are set by 11AM ET, and the report shows how often NY breaks one side of them
• if you want a candle-based entry with a defined stop: engulfing bar continuation. the stop sits at the other end of the candle, and the by RR data shows how often each target got hit first
• if you want a bias for the day: overnight continuation, which compares the NY open to the prior close and tracks how the session closed
• if you want to improve what you already trade: day-of-week filtering, on top of any of the other futures trading strategies

the futures day trading strategies that fit you depend on your schedule, your risk tolerance, and the tickers you trade. if you're new to futures trading strategies, start with one setup: pick it, learn its numbers on your ticker, and trade it the same way for a while before you add a second.

combining multiple futures trading strategies

once you know the numbers for one of these futures trading strategies, you can add a second report for confluence. a few combinations:

• ORB break + gap fill direction: on a gap down day, if gap downs on your ticker filled more often than not, an upside ORB break points the same way as the fill
• IB breakout + day-of-week filter: check the IB by weekday subreport before you size up. on NQ in the NY session, Wednesday had the fewest single IB breaks of any weekday from April 10 to October 9, 2026, so that's the day the data favors trading smaller
• session breakout + engulfing bar: after London closes, an engulfing bar in your bias direction gives you the entry and stop, and the London high or low on that side is the target the session breakout report has numbers for

in data-driven futures trading, check what each report's trade is before you count 2 reports as confluence. a red overnight and a gap down are the same open: price opened below the prior close. on that open, the gap fill trade is long toward the prior close and the overnight continuation trade is short with the red open, so they're 2 opposite trades on the same day.

key takeaways

• the best futures trading strategies come with a count: how often the setup played out, on which ticker, in which session, and over how many sessions
• according to edgeful data, NQ broke only one side of its IB on 100 of 131 NY sessions between April 10 and October 9, 2026, against 59 of 131 for its 15-minute opening range
• gap fill trading targets the prior session's close, and ES gap ups filled 43 of 77 times in the NY session between April 10 and October 9, 2026
• the same setup changes by weekday: NQ's IB broke only one side on 16 of 26 Wednesdays in the NY session between April 10 and October 9, 2026, the lowest of any weekday
• futures trading strategies built on engulfing bars and session breakouts give you a level to target, and the reports show how often price got there
• start with one of these futures day trading strategies, learn its numbers on your ticker, then add a second report for confluence
• check what each report's trade is before you combine futures trading strategies for confluence: on a gap down, the gap fill trade is long and the overnight continuation trade is short

edgeful provides historical performance data to help traders make informed decisions. this does not constitute financial advice. past performance is not indicative of future results. all trading involves risk. always do your own analysis and manage your risk accordingly.