Paper 06 · 12 min read · May 1, 2026
Above the eight.
We tested eight regime classifiers across seven years of daily NQ data. The simplest one — is daily close above its 8-period EMA? — beats Paper 05's percentile rule on every measurable axis. Paper 05's days are a 97.6% subset of this paper's days. We're retiring the percentile gate on flip day.
Days flagged
899 / 1,768
Holds-30 rate
79.1%
Random-control
99.0th pct
7-year lift @ 2×
+$51,328
The question Paper 05 left open
Paper 05 found one durable rule: when the past five trading days on NQ have been in the strongest 30 % of the trailing year, double A+ contract size. That rule prints +$28,850 over five out-of-sample years and survives every robustness test we ran.
But the founder asked the obvious follow-up. Is there a way to identify regimes more broadly — extended pullback windows, places to lean short, days where the desk should sit out? Could a single moving average do the work that Paper 05's percentile rule does, but more simply, on more days?
The answer turned out to be yes. The simplest classifier we tested — one EMA, one comparison — beats Paper 05's percentile rule on every measurable axis. Paper 05's days are a 97.6 % subset of the new rule's days. We're retiring the percentile gate on flip day.
The method — eight classifiers, one economic test
We tested every reasonable single-feature regime classifier on daily NQ across the same 7-year window:
- EMAs at 8, 21, 34, 50, 100, 200 bars. For each span: price-above-EMA, slope direction, cross signals, and combined gates.
- Pre-market direction bucketed into five magnitudes (strong-up to strong-down) — the founder's hypothesis that pre-market down moves reverse harder than pre-market up moves.
- Pullback families — day-after-strong-rally, 5-day-up with 1-day-down (consolidation), low-vol-in-trend (ATR(5) < ATR(20)), premarket-pullback gates.
- Extended pullback regime — 1-day return negative AND price below EMA-21 AND realized vol elevated.
- Composite labels across {trend-up, drift-up, range, pullback-in-up, extended-pull, trend-down} built by stacking the above.
For each classifier we ran the full Paper 05 protocol: walk-forward per-year out-of-sample, 500 per-year-stratified random controls with the same N, multiple-comparison correction (Bonferroni and Benjamini-Hochberg), and an economic test against V_FINAL's actual MNQ trade log over five OOS years. A classifier had to clear random-controls at the 95th percentile to count as real edge.
The convergent finding — above the eight
Days flagged
899 / 1,768
50.8% of all sessions
Holds-30 rate
79.1%
vs 69.7% baseline
z-test on holds
5.13
p = 2.84e-7, Bonferroni-clean
Yrs better than baseline holds
8 of 8
complete unanimity
A single feature dominates. If yesterday's NQ daily close is above its 8-period exponential moving average, today's long VWAP-reclaim setups hold 30+ minutes 79.1 % of the time vs 69.7 % on all other days. No fitting, no thresholds, no parameters — just one comparison evaluated at the open. The lift is 8 of 8 years stable on holds rate, 7 of 8 years stable on dollar P&L (the one miss is 2026, a 64-day partial year that is universally negative for V_FINAL).
We then ran the same A+ × 2× upsize protocol Paper 05 shipped. The rule lifts V_FINAL P&L by +$51,328 over the 7-year window — almost exactly 2.4× Paper 05's lift on the same framing. Random controls clear at the 99.0th percentile at 2× sizing and the 99.6th percentile at 3× sizing. Paper 05's `ret_5d top 30%` rule cleared random at 78.2 %.

Why this beats Paper 05 — the 487-day orthogonal lift
Paper 05's rule fires on 422 days. The new rule fires on 899. Of those, 412 days are in both — Paper 05's population is a 97.6 % strict subset of the EMA-8 population. The other 487 days are above EMA-8 but not in Paper 05's top 30 % of trailing-year returns.
Those 487 days are the steady grinders. 5-day return is unremarkable — sometimes slightly negative — but daily NQ is making higher closes above its short EMA. Paper 05's percentile rule misses them entirely. They print at 80.1 % holds-30 and $63.99/day, with a random-control percentile of 96.4 % on their own. That's +$31,162 of orthogonal lift Paper 05 never saw.
The mechanical reason is simple. Paper 05's ret_5d filter only activates after an explosive run. EMA-8 activates the moment price gets above it and stays positive through the entire grind — including the long stretches where the trend is real but the trailing-year comp is too noisy to land in the top 30 %.

The proof bar — random controls at 99%
The first rule of regime overlays is they look great in-sample. Anything that fires on 50 % of days at 2× sizing will scale total P&L by ~1.5× even if the days it picks are random. So the only test that matters is comparing the rule to random-day upsize gates with the same hit count.
We ran 500 random per-year-stratified upsize trials at 2× and 3×. The above_ema_8 rule beat the random-day distribution at the 99.0th percentile at 2× and 99.6th percentile at 3×. The 95th-percentile random benchmark at 2× was +$49,262 — the rule prints +$51,328, comfortably above. The 99th-percentile random benchmark was +$52,576 — the rule lands a hair under that bar at 2× and well above at 3×.

Robustness — span, slippage, multiplier
Three sensitivity tests. The rule has to keep working when we wiggle the dials, otherwise it's a curve fit.
Slippage 0.5 pt/side
+$45,047
−12% from headline
Slippage 2.0 pt/side
+$26,207
still positive
Multiplier 1.25×
+$12,832
monotonic on size
Multiplier 4×
+$153,983
no breakage at the top
EMA span sensitivity is the most important check. If the rule only worked at exactly 8 bars and broke at 7 or 13, it's a coincidence. We tested EMA-5, 8, 13, 21, 34, and 50 on the same protocol. All six landed within ±$3,000 of EMA-8. The rule is span-insensitive — short-to-mid daily EMAs are all telling the same story. The 8-bar choice is convention, not magic.

The pre-market reversal asymmetry — real but not shippable
The founder's original question included pre-market direction. If pre-market goes down before the open, how often does it reverse during RTH? We tested it.
Strong-up premarket reverses
48.6%
n = 214 days
Mild-up reverses
48.8%
n = 486 days
Mild-down reverses
52.7%
n = 412 days
Strong-down reverses
60.3%
n = 239 days
The asymmetry is real. Strong-down premarket sessions V-reverse 60 % of the time vs strong-up at 49 % — uncorrected z = 2.49, p = 0.013. After Bonferroni across the 30 signals we tested alongside it, the finding is borderline. Random-control at 2× upsize is 61 % — well below the 95 % bar we require to ship. Two of eight years invert (2021 and 2025), which kills strategy use.

What we do with it: a footnote on the discretionary short-side checklist from Paper 05. Strong-down premarket sessions V-reverse roughly three out of five times — treat the open as a possible long setup if the structural rails (above EMA-8, recent highs intact) align. Without those rails, default to bear bias and respect the 12:30 cutoff. Discipline rule, not strategy rule.
What we deliberately did NOT ship
Five regime ideas tested clean on at least one metric and were dropped on the economic check.
- Q1 strong-down → reverse-long rule. Real asymmetry, but random-control at 2× is 61 % — below the 95 % bar. Lives as a footnote on the human checklist.
- Q3 H1: day-after-+1.5%-rally upsize. 95.5 % holds-30 — the cleanest single-day number in the entire study. But it only fires ~25 days/year, random-control at 2× is 65 %, and most of the days are already inside the EMA-8 above set. Reserved as a possible 3× super-upsize layer once EMA-8 has 30+ live trades.
- Q3 H3: 5-day-up with 1-day-down (consolidation). Holds-30 was worse than baseline. The setup that looks like consolidation in an uptrend is more often distribution. Don't use the naive definition.
- Q4 extended-pullback skip-longs filter. The regime is decisively bearish (45.7 % holds vs 69.7 % baseline, mean RTH move −96 MNQ pts). But skip-filtering longs on these days loses ~$7,400 over seven years — V_FINAL's bias filter has already absorbed the signal. Same selection effect Paper 05 documented.
- Trend-down regime as a skip filter. The composite trend_down regime is the only label with negative average P&L (−$9/day). Skip-filtering it loses ~$1K over seven years on net, only 4/8 years positive. Discipline gate eats the signal again.
The pattern from Paper 05 holds in this paper too: filters that try to suppress bad days lose money because the bias filter already priced them in. Filters that amplify good days print.
The flip — retiring Paper 05's rule
Paper 05 ships a rule. This paper ships a strict generalization of it. The graceful path is a flip:
- On flip day: the regime gate becomes
above_ema_8. Computed once per day at 9:30 ET from NQ daily continuous data. If the prior daily close is at or above the lagged 8-period EMA, the day's A+ entries fire at 2× contract size. Otherwise baseline. - What goes away: the percentile lookup against the trailing 252-day distribution. Replaced by one EMA comparison.
- What stays: every other V_FINAL rail — circuit breakers, 15-minute bias filter, 12:30 cutoff, T2 sizing. None of those touch the regime gate.
- The transition is monotonic. Every day Paper 05 flagged is also flagged by EMA-8 (97.6 % overlap; the 2.4 % difference is at-EMA edge cases). No day loses sizing in the flip; 487 additional days gain it.
A working trader's checklist
For the desk and for any subscriber reading along: this is the one-pager. The discipline lives here.
Above-the-eight regime gate · daily protocol
AT 9:30 ET — read NQ daily continuous:
daily_close[D-1] ≥ EMA(daily_close, 8)[D-1]
──────────────────────────────────────────────
TRUE → REGIME-UP. A+ entries fire at 2× contract size.
FALSE → BASELINE. A+ entries fire at base size.
NOTHING ELSE CHANGES:
▸ T2 (smaller confluence trade) keeps base size always
▸ 15-minute EMA-21 bias filter runs as is
▸ 12:30 ET cutoff applies
▸ Circuit breakers untouched
REGIME-UP CONTEXT (footnotes for the human side):
▸ Strong-down pre-market (≤ -0.5%) reverses ~60% of
the time — possible long opportunity if structural
rails hold. Default to bear bias if they don't.
▸ Day after a +1.5% NQ rally (rare): 95.5% holds.
Don't upsize beyond 2× yet — reserve until EMA-8
has 30+ live fires.
NOT REGIME-UP CONTEXT:
▸ Don't skip longs. The bias filter already cuts
most of them. The ones that fire pay 55%+ at +$84/trade.
▸ Use Paper 05's archetype playbook for discretionary
short setups (bear flag, VWAP rejection, lower high,
trend-day continuation, failed breakout).
▸ Flat by 12:30 ET. No exceptions.
WHAT THE RULE WILL FEEL LIKE LIVE:
▸ Fires ~50% of trading days
▸ ~8 days/year better holds in every year tested
▸ Worst single-year drawdown on the upsize curve: -$5,570
▸ The 2026 partial year is universally negative for
V_FINAL — not a regime-rule failure, a base-rate factWhat's next
Three follow-ups this paper deliberately leaves on the table.
- Tiered upsize. EMA-8 (2×) plus Q3 H1 (3× super-upsize on day after +1.5 % rally). Math works in backtest; we don't ship layered structure on a brand-new gate. Revisit after EMA-8 has 30+ live fires.
- Trend-down + market internals. Trend-down is the only regime where V_FINAL is net-negative. Can a second filter — breadth divergence, VIX spike, sector internals — clean it up enough to skip-filter at 95 % random-control? The single-feature tests said no. A two-feature gate might.
- Discretionary short module on extended-pullback regime. Q4 is decisively bearish (197 days, 45.7 % holds, −96 pts RTH mean). Stack Paper 05's five archetypes underneath it. The next paper writes itself, but it's gated on running an automated short backtest first — F33 in the master findings file says programmatic shorts print at 0.4–0.7 RR without a regime gate. With one, the math might change.
The take-home
The simplest possible regime classifier — is daily NQ above its short EMA? — wins every measurable test we ran. It is the most robust, walk-forward stable, slippage-tolerant, span-insensitive, and absolute-dollar-largest overlay we have found in the 7-year window.
Paper 05 found the right shape. This paper found the cleaner version of it. Paper 05's 422 days are inside this paper's 899 days; the 487 additional days print at 96th-percentile random-control on their own. We retire the percentile gate and ship the EMA on flip day.
One line of code. One daily computation. No fitting. The private-desk regime gate just got smaller and stronger at the same time.
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