Research report · 2026-07-30

HyperGrass v8 — the gate, the combinations, and the control that beats it

v8 is the version that runs live. It returned +1579% over 5.9 years in a backtest, and the honest reading of that number is narrower than it looks.

Total
+1579%
CAGR
62%
Drawdown
−24%
Sharpe
1.41
Trades
271
Win rate
42%

What v8 is, in two rules

Long only. No leverage — the model cannot spend money it does not have, and an assertion stops the run if it tries. The universe is 34 coins (majors-34-07090526).

Rule one does the work. Rule two does not.

We replaced the coin-picking with a coin flip — same days, same position sizes, same costs, only the names scrambled, 200 times. Then the lazier test: buy every coin the gate allows, with no ranking at all.

VersionTotalSharpe
v8+1579%1.41
Buy everything the gate lets through+1049%1.35
Random coins, median+716%1.17
Random coins, the luckiest 5%+1585%1.45
v8 lands just under the luckiest 5% of random draws, on both axes.

+1579% against a random p95 of +1585%, Sharpe 1.41 against 1.45. One coin-flip run in twenty does better than our selection. The momentum ranking is not carrying this result — the gate is. That makes v8 a market-timing rule, and we describe it as one.

A note on method, because it nearly caught us: the first pass ran 40 random draws and put v8 above the p95. At 200 draws the p95 moved from +1364% to +1585% and the verdict flipped. A null estimated from too few draws is not a null.

The combinations we tried

Each row changes exactly one thing about v8. The last column is the number that matters most: what is left after removing the twenty best days.

What changedTotalmaxDDSharpeMinus best 20 days
v8 — as published+1579%−23.5%1.41+50%
gate on heat alone, no BTC trend confirmation+1221%−41.1%1.22+16%
gate opens at heat 66 instead of 74+1751%−32.2%1.38+58%
plain momentum instead of risk-adjusted+1112%−30.5%1.20−12%
inverse-volatility weights instead of equal+1508%−22.9%1.44+52%
no hysteresis band — exit the moment a name leaves the top+2199%−24.1%1.46+68%
+ a short book while the gate is shut, capped at 50%+1824%−23.7%1.47+72%
the same short book, capped at 25%+1675%−24.0%1.44+59%
Two combinations beat the published version, and we did not adopt either.

Dropping the hysteresis band scores +2199% at Sharpe 1.46; opening the gate at heat 66 scores +1751% but at −32% drawdown instead of −23%. Both were measured on the whole history they are scored against, which is the same mistake as picking the best of a search and calling it a finding. v8's parameters were chosen blind, fold by fold, and they stay that way until a blind test says otherwise.

What the table does say clearly is where the value sits: remove the BTC trend confirmation and the drawdown nearly doubles, −23.5% → −41.1%, for less return. That one condition is the difference between a gate and a bear-market-bounce detector.

The bear leg

Adding a short book while the gate is shut improves every headline number — and it is not an improvement worth the name. The full argument is in the v9 report: about 2.5% a year, negative in 2022 and 2023, zero after removing five days, p≈0.22 once the threshold search is counted, and a funding rationale that is off by a factor of fifty. It is not traded live.

ControlTotalmaxDDSharpe
Hold the basket, never trade+645%−85.1%0.80
BTC+ETH gated on a 140-day average+1888%−40.9%1.24
The short fade on its own, gated+12%−30.5%0.19
The same fade with no regime gate−88%−92.9%-0.54
Short everything liquid while risk-off−36%−62.5%-0.02

The two ungated rows are why the gate exists at all: the same fade construction without a regime filter loses 88% of the account.

Twenty days

ScenarioTotal
Every day+1579%
Minus the best 5 days+655%
Minus the best 10+315%
Minus the best 20+50%
Just holding BTC+517%
Strip twenty days out of 2144 and v8 loses to simply holding bitcoin.

This is a positive-skew bet: mostly nothing, occasionally a lot. Fewer than half the trades make money (42% win rate). Normal for the type, and the reason a bad year feels far worse than the average suggests.

Year by year

Yearv8Drawdown that yearBTC buy-and-hold
2020+15.1%−17.7%+177.0%
2021+235.2%−17.8%+57.6%
20220.0%0.0%−65.3%
2023+106.4%−22.1%+154.5%
2024+122.6%−23.5%+111.8%
2025−5.3%−18.4%−7.3%
20260.0%0.0%−27.4%

The flat years are cash, not losses. That is the whole point of the gate, and it is also why v8 gives up most of 2023's and 2024's upside relative to holding.

What actually traded

CoinTradesAvgWin rateTotal
SOL18+22.9%50%+413%
ADA12+31.1%33%+373%
XRP9+35.4%67%+318%
AVAX11+21.1%36%+232%
XLM9+25.0%56%+225%
HBAR9+21.0%44%+189%
NEAR12+10.2%25%+123%
BNB17+6.4%53%+109%
DOT6+15.7%50%+94%
ETH20+4.3%55%+86%
TIA3+26.9%67%+81%
BTC18+4.2%39%+76%

And the names that cost money:

CoinTradesAvgWin rateTotal
SEI9-1.1%44%-10%
APT7-2.1%29%-15%
EOS2-11.1%50%-22%
ETC4-6.3%25%-25%
VET5-5.2%20%-26%
LTC11-4.9%18%-54%

What we could not break

Four adversarial audits found eleven defects across this programme, all of them accounting or description rather than timing, and all now fixed or written down. The most recent: book size was computed from today's coin list instead of the day's, and funding carry was credited one settlement too early.

Where this leaves it

v8 runs live as a risk control, not as an edge.

The defensible sentence is narrow: a breadth-and-momentum regime gate, confirmed by BTC's own 200-day trend, kept the book in cash through 2022, 2025 and 2026 and out of an 85% drawdown. That is worth running. The coin selection on top of it is not distinguishable from chance on this evidence, and must not be sold as one.

The fine print
  • Survivorship. The archive holds 34 coins still listed today. Coins that listed and died are absent. Every absolute number here is an upper bound.
  • The gate is measured on the same hindsight list it is applied to. Recomputing it across the wider archive costs about 38% of the return and moves the drawdown from −24% to −40%.
  • Costs. 0.30% round trip on spot, 0.20% on perps, adverse slippage on every fill.
  • Effective sample. 271 trades is not 271 independent observations: the gate was open on 18% of days across roughly 40 episodes, five of which carry half the exposure.
  • Multiple testing. Several hundred configurations were evaluated across this programme, and that budget accumulates across sessions rather than resetting.

Descriptive research on one venue's history. Not investment advice, not a performance claim, not a promise about anything forward. Back to the lab →

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