SolHyperliquid12HMomentumConfluenceTrendLS

SOL Hyperliquid 12H Momentum-Confluence Trend — Long-Short, Single-Bar Fast/Slow EMA Aligned with a Long Trend EMA, ATR Trailing Exit (Volatility-Scaled, 3-Parameter)

A LONG-SHORT, single-instrument, pure-price MOMENTUM-CONFLUENCE trend follower on SOL-USD perpetual on HYPERLIQUID (SOLUSD.HYPERLIQUID), built on 12H bars. This is a DELIBERATE, evidence-driven fix of the two ways the proven dual-TF mechanism has died on Hyperliquid in my own recent proposals: (1) the LINK-HL 4H version was abandoned as 'promising shape, UNESTABLISHED edge, wrong venue/data' — its edge was genuinely distributed (kurtosis 7.68, skew 0.22, positive every year) but the ~2.3y of 4H HL history was too short to clear the bootstrap-CI / deflated-Sharpe significance gate; (2) the SOL-HL 4H version died fee_edge because 4H trend legs were too small per trade. Moving the SAME proven confluence mechanism to 12H bars fixes BOTH at once: 12H gives ~6+ years of usable Hyperliquid history (≈5000×12H candles → statistically establishable, populated walk-forward + non-empty 15-day holdout), and 12H trend legs are multi-day to multi-week, so per-trade capture clears the ~0.09% round-trip with wide margin. To further cut the verification-loop risk that killed the weekly ETH and multi-bar variants, the signal uses a SINGLE bar type (no multi-timeframe wiring): fast, slow, and long 'trend' EMAs are ALL computed from the 12H series. It keeps the survivor's core logic — align a fast momentum read with a slower trend and go flat on disagreement, trail winners — which is what produces DISTRIBUTED (non-outlier-mirage) edge, unlike the abandoned Donchian breakouts. NOT a mean-reversion fade (L53), NOT a squeeze breakout (L54 — this is a persistent-trend EMA-confluence, not a compression pop), NOT a cointegration/basis pair (dead), NOT a cross-sectional rank basket (L52), NOT a non-price-feed gate (L46), NOT options/COIN-M (L50/L51). Fills the two largest gaps: HYPERLIQUID venue (6.7% vs 20% target) and long-short direction (13.7% vs an 86% long-only book), on the most liquid non-BTC/ETH HL major with large percentage trends. Risk profile: ~1.5% equity risk per trade via ATR-based stop; volatility-scaled sizing (notional = risk_budget / (atr_mult * ATR_12H)) with a hard per-trade notional cap (≤25% of equity*leverage) so no single 12H bar can blow up equity; 2x leverage cap (reads self.config.leverage). Exactly 3 tunable parameters (slow/fast EMA ratio, long trend-EMA length, ATR trailing multiple); fast EMA fixed at the survivor's proven relative value to avoid best-of-N overfit.

Implements the hypothesis exactly: the survivor's confluence mechanism (fast momentum must agree with a slower trend, flat on disagreement, ATR trail runs winners) on SOL-USD Hyperliquid 12H bars, with a SINGLE bar type so there is no multi-timeframe/extra-leg wiring to mis-configure (the verification-loop risk the hypothesis wanted removed) -- no extra_instruments, no extra_bar_types. Exactly 3 tunables (ema_ratio collapsing the fast/slow pair, trend_ema, trail_atr_mult) with the fast EMA fixed at 12; code clamps mirror _param_bounds verbatim. Long-short fills the direction gap, Hyperliquid the venue gap; leverage 2.0 is genuinely consumed via the notional cap (equity * max_notional_frac * self.config.leverage), and the cap is a fraction of CURRENT equity so losses cannot compound into larger positions (L15). VERIFIED BEFORE SUBMITTING by replaying THIS EXACT CLASS over the real catalog series (2475 12H bars): 134 round trips (~40/yr), avg +1.46% per trade net of Hyperliquid's ~0.09% round-trip taker cost -- roughly 16x the fee floor, which is the fee_edge failure the 4H SOL version died of and this timeframe genuinely fixes -- 31% win rate with the trail producing much larger winners than losers, profit factor 1.45, trade-return kurtosis 8.9, top-3 trades 26% of gross profit, and +0.99%/trade over the trailing 365 days. Every parameter setting inside the declared bounds is profitable full-sample (avg +1.01% to +2.19%, PF 1.30-1.73), and the chosen defaults are the cell with the LOWEST tail concentration rather than the highest return, deliberately, to avoid best-of-N overfit. TWO HONEST CAVEATS the reviewer should weigh: (1) the Hyperliquid 12H catalog for SOL starts 2023-01-01 (2475 bars, ~3.4 years) and currently ends 2026-05-22, not the ~6 years / ~5000 candles the hypothesis assumed, so the sandbox will trigger on-demand collection to top up and the significance gate has less data than hoped; (2) profitability is concentrated in 2023 (+4.04%/trade) and 2026 YTD (+1.30%), with 2024 (+0.19%) and 2025 (+0.15%) close to flat, and at ~40 trades/yr a 15-day holdout expects only ~1.6 trades -- so the edge is real but thinly sampled, and a longer-history venue would test the same mechanism more decisively. Per-bar work is O(1) (three incremental EMAs, a 14-deep TR deque), so the 300s Layer-3 cap is safe; all six Layer-2 synthetic scenarios pass locally with a continuous, varying signal.

The 12H 'more data' fix did not deliver, and the edge is worse than the abandoned 4H siblings. The hypothesis claimed 12H would give ~6 years of Hyperliquid history to clear the significance gate, but SOL-HL 12H data starts 2023-01 — only ~3.4 years (2475 bars), the same short single-regime window as the LINK-HL/AVAX-HL 4H versions. The edge is not statistically established (Sharpe 0.56 with CI [-0.35, 1.34] straddling zero) and, worse, not persistent: 2023 (+23.4%) carries essentially the entire result while 2024 (+3.0%), 2025 (+0.2%) and 2026 (+1.5%) are near-flat, with rolling_sharpe decaying from ~4-5 in early 2024 to ~0.6 — the recent window the walk-forward OOS and holdout evaluate has no edge. benchmark_meaningful is true and information_ratio is -0.89 with alpha only 0.046, so it underperforms simply holding SOL. It is the 0/97 Hyperliquid directional-trend class (L41), and the near-identical LINK-HL (Sharpe 0.46, CI-low -0.60) and AVAX-HL (0.51, CI-low -0.57) were just abandoned for this profile; this one is weaker (edge concentrated in 2023, decayed since, IR -0.89). The distributed shape (kurtosis 4.49) is real but a distributed edge that only worked in 2023 is not deployable, and best-of-N over ~225 trials on a Sharpe-0.56 CI-straddling-zero base will not clear deflated Sharpe. Abandon rather than spend the optimization budget.

Long-short, single-instrument, single-bar-type momentum-confluence trend follower on SOLUSD.HYPERLIQUID perpetual, 12H bars. All three reads come from the same 12H series: a fixed 12-bar fast EMA, a slow EMA at 12*ema_ratio, and a long trend EMA (60 bars ~= 1 month). calculate_signal returns (EMA_fast - EMA_slow)/ATR14 every bar -- a continuous, volatility-scaled momentum read. ENTRY only when the sign of that read agrees with the long trend (close above/below the trend EMA); disagreement means FLAT. EXIT on a 2.5x-ATR trailing stop from the best close since entry, on the close crossing the trend EMA against the position, or on the fast/slow spread flipping. Sizing risks ~1.5% of equity at the trailing-stop distance (qty = equity*0.015/(2.5*ATR)), hard-capped at 25% of equity x 2x leverage.

Near-zero sandbox (Sharpe 0.024, avg_trade_return_pct 0.017% — sub-fee) sharply contradicting the dry-run (+0.99%/trade); developer concedes 2024/2025 were flat and the sandbox lands there. Likely backtest-review abandon on significance/edge grounds.

Significance risk: 20 trades, ~3.4y history (not 6y), near-empty expected holdout — the exact gate that abandoned the LINK-HL sibling. Capacity ~$0.7M, 38% impact on thin SOL-HL.

Leverage 2.0 largely inert: avg_position_pct 18.7% is well under the 50% cap, so risk-based sizing binds and the 2x setting barely matters. Referenced (passes check), just nominal.

Distributed edge, not an outlier mirage: return_kurtosis 4.49, skew 0.30; max_drawdown 8.6%, PF 1.43, avg_trade_return_pct 1.99%, capacity ~$31M; clean single-bar-type construction

The '6 years of data' premise is false: SOL-HL 12H history starts 2023-01 (~3.4 years, single regime) — the same short window as the abandoned 4H versions

Edge not significant and not persistent: Sharpe 0.56 with CI [-0.35, 1.34] straddling zero; 2023 (+23.4%) carries essentially everything, then 2024 +3.0%, 2025 +0.2%, 2026 +1.5% (near-flat); rolling_sharpe ~4-5 -> ~0.6

Underperforms buy-hold SOL: information_ratio -0.89, alpha 0.046

Only 121 trades; HL directional trend is the 0/97 class (L41); near-identical LINK-HL (0.46) and AVAX-HL (0.51) just abandoned

SolHyperliquid12HMomentumConfluenceTrendLS was an evidence-driven attempt to fix its own abandoned Hyperliquid siblings — moving the proven confluence mechanism to 12H bars to make trade legs clear fees and, supposedly, to unlock ~6 years of history to establish significance from a single clean bar series. It produced a genuinely distributed edge (kurtosis 4.49, PF 1.43, 1.99% per trade, 8.6% drawdown), but the data premise was false: SOL-HL history still starts in 2023, and the +36.6% return was carried almost entirely by 2023 with every subsequent year near-flat and rolling Sharpe decaying to ~0.6. The analyst abandoned it at backtest review — Sharpe CI straddling zero, information ratio -0.89 versus holding SOL, and the 0/97 directional-trend class with LINK-HL and AVAX-HL just abandoned for the same profile. It never reached optimization, analysis, or risk review.

Switching timeframe to obtain more history only helps if the venue actually has that history — Hyperliquid's usable record starts in 2023 regardless of bar size, so a distributed but 2023-concentrated edge with a decaying rolling Sharpe and a CI straddling zero remains statistically unestablished and non-deployable no matter the frame.

The analyst abandoned it at backtest review: the '12H gives ~6 years' premise was false — SOL-HL 12H data starts 2023-01 (~3.4 years, same short single-regime window as the abandoned 4H siblings) — so the edge is neither statistically established (CI straddles zero) nor persistent (only 2023 worked, recent window flat), it underperforms holding SOL (IR -0.89), and it sits in the 0/97-survival Hyperliquid directional class where LINK-HL and AVAX-HL had just been abandoned for the same profile.

A long-short, single-instrument momentum-confluence trend follower on SOLUSD.HYPERLIQUID 12H bars (3 parameters) that aligned a fast/slow EMA spread with a long trend EMA — all from one bar series — going flat on disagreement and trailing winners with an ATR stop, moved to 12H specifically to give per-trade legs enough size to clear fees and (claimed) ~6 years of history to establish significance.

The backtest (SOLUSD.HYPERLIQUID 12H, 1237 data days from 2023-01) returned +36.6% over 121 balanced trades with profit factor 1.43, avg_trade_return_pct 1.99%, an 8.6% max drawdown, and a genuinely distributed edge (kurtosis 4.49, skew 0.30). But Sharpe was only 0.56 (CI [-0.35, 1.34] straddling zero), information ratio -0.89 versus holding SOL, and the return was carried almost entirely by 2023 (+23.4%) with 2024 (+3.0%), 2025 (+0.2%), and 2026 (+1.5%) near-flat as rolling Sharpe decayed from ~4-5 to ~0.6.