Hypotheses
ETH-vs-BTC Relative Options Fear Premium: Dollar-Neutral ETH/BTC Pair on Bybit Linear Perps, Timed by (ETH DVOL - ETH RV14) minus (BTC DVOL - BTC RV14) z-Score, Fixed 14-Day Clock (BYBIT 1-DAY, long-short, market-neutral, flat most of the time)
Original Research Lead hypothesis. It extends the information channel behind two promoted runs: the ETH options-implied fear-premium timer on the OKX swap (run 320afbce: 164 trades, average trade 2.02%) and the ETH VRP…
Strategies
- EthBtcRelativeFearPremiumPairBybit Analyzing
Hypothesis
Original Research Lead hypothesis. It extends the information channel behind two promoted runs: the ETH options-implied fear-premium timer on the OKX swap (run 320afbce: 164 trades, average trade 2.02%) and the ETH VRP regime on Deribit's linear perp (39 trades, 2.20%). Those runs time ETH's direction with its own options market. This hypothesis asks a RELATIVE question that neither tested: when the options market charges an unusually large fear premium on ETH RELATIVE to BTC, does ETH outperform BTC as that……Show moreShow less
Original Research Lead hypothesis. It extends the information channel behind two promoted runs: the ETH options-implied fear-premium timer on the OKX swap (run 320afbce: 164 trades, average trade 2.02%) and the ETH VRP regime on Deribit's linear perp (39 trades, 2.20%). Those runs time ETH's direction with its own options market. This hypothesis asks a RELATIVE question that neither tested: when the options market charges an unusually large fear premium on ETH RELATIVE to BTC, does ETH outperform BTC as that relative premium bleeds? The trade is the ETH/BTC spread, dollar-neutral, so the market-direction bet those runs carry is removed. Per lesson L232, the options signal is expressed only through linear instruments of the underlyings it measures: the ETHUSDT and BTCUSDT linear perps on BYBIT, a venue that is under-represented in the corpus (3.1% vs the 5% target). Options are not traded. Signal, computed once per day at the 1-DAY bar close (00:00 UTC) using only data at or before that close: vrp_E = DVOL_ETH - RV_E and vrp_B = DVOL_BTC - RV_B. DVOL_x is the Deribit 30-day implied-vol index, read with self.supp_as_of('DVOL_ETH') / self.supp_as_of('DVOL_BTC'); these are hourly named series keyed at each candle close, from 2021-03. RV_x = stdev of the last rv_lookback daily log returns of that coin's Bybit close x sqrt(365) x 100, in DVOL's units. rel = vrp_E - vrp_B. z = (rel - mean(rel over z_window days)) / std(rel over z_window days). If z >= +entry_z, ETH's fear premium is unusually rich relative to BTC's: go LONG ETHUSDT.BYBIT and SHORT BTCUSDT.BYBIT in equal dollar notional. If z <= -entry_z, ETH's options are complacent relative to BTC's: go SHORT ETH and LONG BTC. Hold for exactly hold_days daily bars, then close both legs. No new pair is opened while one is open (non-overlapping events). Why BTC is used despite its corpus concentration: the mechanism is defined against BTC. BTC is the only other underlying with a DVOL index, and the BTC leg is the hedge leg, not the bet. PRE-STUDY by the Research Lead (Bybit linear 1-DAY closes from the catalog, DVOL ffilled to each bar close, 2021-03 to 2026-10, non-overlapping events, gross spread return per pair). Baseline rv_lookback=14, z_window=180, entry_z=1.0, hold=14d: 71 events, mean +1.96%, median +1.82%, win rate 65%. Long-ETH arm +0.96%, short-ETH arm +3.05%. By year: 2021 +3.3%, 2022 +3.2%, 2023 -0.5%, 2024 +5.0%, 2025 +2.3%, 2026 -0.1%. Neighbours: z_window=365 with entry_z=1.0 gives 61 events and +1.54%. RV7 with z_window=365 and entry_z=0.5 gives 94 events and +1.77%. entry_z=0.5 with z_window=180 is weaker (105 events, +0.99%). RV30 is weak or flat in most cells. That is a stated sensitivity, not a hidden one. Matched control for ETH/BTC drift (the ratio fell through 2022-2025): an UNCONDITIONAL 14-day short of ETH/BTC averaged +0.79% from 2022 on, and the unconditional long therefore -0.79%. Incremental expectancy attributed to the signal (lesson L217): about +2.2% on the short-ETH arm and about +1.7% on the long-ETH arm over the same instrument with no options signal. The control must be reported by running with signal_mode='always_short_eth' (the same clock and sizing, entering every hold_days with no options signal), so the analyst can compare the two on identical costs. Execution substitution: decisions are made at the daily close and filled by market orders at that close. On a 24/7 venue that price is the next bar's open, the registry's use_equivalent for next_bar_open_fill. Both legs are ordered on the same bar. The strategy must check self.legs_balanced() and flatten a lone leg if one fill is refused. Risk control is route (b): a time exit plus capped sizing. Each leg is 45% of equity (gross 90%, leverage setting 2.0 for margin headroom, net ~0). A pair-level protective exit at the daily close closes both legs if the pair's combined unrealised loss reaches spread_stop_pct of the pair's per-leg notional. That is a fixed risk setting, not a signal. Funding is charged on both Bybit legs through the funding ledger and roughly offsets, since BTC and ETH funding co-move.
Backtest and paper results are hypothetical. Trading involves risk of loss.