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ftdt-quant-lab/backtests/results/historical/ofi_BTC_20260804-072817.json
T
ramseshk 1bf54b4c00 Add real historical backtesting with Hyperliquid mainnet candle data 
backtests/historical_runner.py: Fetches real 1h candles from Hyperliquid
mainnet API (candleSnapshot endpoint). Runs all 7 strategies against
actual BTC price history (721 candles, 30 days, $63,024→$63,605).
Each strategy's signal logic operates on real OHLCV data with
configurable fee tiers. Saves to backtests/results/historical/.

Results on 30d BTC data at VIP0:
  Mean Reversion: +93.87% net (Sharpe 0.94)
  Order Book Imbalance: +54.31% net (Sharpe 1.03)
  Avellaneda-Stoikov: -1.02% net (Sharpe -0.13)
  Iceberg Detection: -33.20% net
  Momentum Breakout: -54.72% net

Server: Added /api/backtests/historical (list) and
/api/backtest/historical/{name} (full data) endpoints.

Dashboard: Added "Historical" tab with "Real Data" badge. Cards show
coin + mainnet source. Click opens the same detail panel with fee
tier dropdown and equity chart.
2026-08-04 07:29:51 +00:00

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"strategy": "Order Book Imbalance",
"strategy_key": "ofi",
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"end_time": "2026-08-04T07:00:00",
"start_equity": 100.0,
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"pnl": 54.3432,
"pnl_pct": 54.34,
"pnl_gross": 72.448,
"pnl_gross_pct": 72.45,
"fees_total": 18.1048,
"fee_tier": 0,
"staking_tier": "none",
"fee_model": "taker",
"sharpe": 1.0265,
"sortino": 1.4566,
"max_dd": 0.1291,
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"v": 153.9232
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"v": 154.3432
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],
"trades": [
{
"time": "2026-07-06 15:00",
"side": "SELL (close long)",
"size": 0.008,
"price": 63538.0,
"pnl_gross": 12.094,
"pnl_net": 11.9796,
"fee": 0.114368,
"reason": "OFI: +1.66% 5-period, vol 3.1x avg"
},
{
"time": "2026-07-07 13:00",
"side": "BUY (close short)",
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"price": 63059.0,
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"fee": 0.113506,
"reason": "OFI: -0.33% 5-period, vol 2.2x avg"
},
{
"time": "2026-07-07 14:00",
"side": "SELL (close long)",
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"price": 63569.0,
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"fee": 0.114424,
"reason": "OFI: +0.45% 5-period, vol 2.7x avg"
},
{
"time": "2026-07-07 19:00",
"side": "BUY (close short)",
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"price": 63825.0,
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"fee": 0.114885,
"reason": "OFI: -0.18% 5-period, vol 1.3x avg"
},
{
"time": "2026-07-09 07:00",
"side": "SELL (close long)",
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"price": 63001.0,
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"fee": 0.113402,
"reason": "OFI: +1.68% 5-period, vol 1.4x avg"
},
{
"time": "2026-07-09 12:00",
"side": "BUY (close short)",
"size": 0.002,
"price": 62605.0,
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"fee": 0.112689,
"reason": "OFI: -0.46% 5-period, vol 1.6x avg"
},
{
"time": "2026-07-09 18:00",
"side": "SELL (close long)",
"size": 0.002,
"price": 63218.0,
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"fee": 0.113792,
"reason": "OFI: +0.34% 5-period, vol 1.5x avg"
},
{
"time": "2026-07-10 14:00",
"side": "BUY (close short)",
"size": 0.006,
"price": 63900.0,
"pnl_gross": -1.54,
"pnl_net": -1.655,
"fee": 0.11502,
"reason": "OFI: -0.80% 5-period, vol 2.6x avg"
},
{
"time": "2026-07-11 14:00",
"side": "SELL (close long)",
"size": 0.004,
"price": 64347.0,
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"pnl_net": 1.1962,
"fee": 0.115825,
"reason": "OFI: +0.26% 5-period, vol 1.6x avg"
},
{
"time": "2026-07-11 23:00",
"side": "BUY (close short)",
"size": 0.002,
"price": 63823.0,
"pnl_gross": 1.048,
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"fee": 0.114881,
"reason": "OFI: -0.72% 5-period, vol 2.8x avg"
},
{
"time": "2026-07-12 14:00",
"side": "SELL (close long)",
"size": 0.004,
"price": 64202.0,
"pnl_gross": 1.652,
"pnl_net": 1.5364,
"fee": 0.115564,
"reason": "OFI: +0.49% 5-period, vol 1.6x avg"
},
{
"time": "2026-07-12 21:00",
"side": "BUY (close short)",
"size": 0.002,
"price": 63926.0,
"pnl_gross": 0.552,
"pnl_net": 0.4369,
"fee": 0.115067,
"reason": "OFI: -0.24% 5-period, vol 2.5x avg"
},
{
"time": "2026-07-13 08:00",
"side": "SELL (close long)",
"size": 0.014,
"price": 63214.0,
"pnl_gross": -3.538,
"pnl_net": -3.6518,
"fee": 0.113785,
"reason": "OFI: +0.84% 5-period, vol 1.3x avg"
},
{
"time": "2026-07-13 13:00",
"side": "BUY (close short)",
"size": 0.002,
"price": 62326.0,
"pnl_gross": 1.776,
"pnl_net": 1.6638,
"fee": 0.112187,
"reason": "OFI: -1.22% 5-period, vol 2.4x avg"
},
{
"time": "2026-07-14 12:00",
"side": "SELL (close long)",
"size": 0.002,
"price": 63927.0,
"pnl_gross": 3.202,
"pnl_net": 3.0869,
"fee": 0.115069,
"reason": "OFI: +1.98% 5-period, vol 5.5x avg"
},
{
"time": "2026-07-16 07:00",
"side": "BUY (close short)",
"size": 0.020000000000000004,
"price": 64222.0,
"pnl_gross": 9.612,
"pnl_net": 9.4964,
"fee": 0.1156,
"reason": "OFI: -0.59% 5-period, vol 1.5x avg"
},
{
"time": "2026-07-16 13:00",
"side": "SELL (close long)",
"size": 0.006,
"price": 64363.0,
"pnl_gross": 1.636,
"pnl_net": 1.5201,
"fee": 0.115853,
"reason": "OFI: +0.46% 5-period, vol 2.3x avg"
},
{
"time": "2026-07-17 01:00",
"side": "BUY (close short)",
"size": 0.006,
"price": 63539.0,
"pnl_gross": 5.9,
"pnl_net": 5.7856,
"fee": 0.11437,
"reason": "OFI: -0.96% 5-period, vol 1.8x avg"
},
{
"time": "2026-07-17 13:00",
"side": "SELL (close long)",
"size": 0.006,
"price": 63182.0,
"pnl_gross": 0.394,
"pnl_net": 0.2803,
"fee": 0.113728,
"reason": "OFI: +0.27% 5-period, vol 2.0x avg"
},
{
"time": "2026-07-19 09:00",
"side": "BUY (close short)",
"size": 0.018000000000000002,
"price": 64507.0,
"pnl_gross": -5.146,
"pnl_net": -5.2621,
"fee": 0.116113,
"reason": "OFI: -0.32% 5-period, vol 1.5x avg"
},
{
"time": "2026-07-19 22:00",
"side": "SELL (close long)",
"size": 0.006,
"price": 64659.0,
"pnl_gross": 1.244,
"pnl_net": 1.1276,
"fee": 0.116386,
"reason": "OFI: +0.39% 5-period, vol 4.0x avg"
},
{
"time": "2026-07-20 05:00",
"side": "BUY (close short)",
"size": 0.008,
"price": 64099.0,
"pnl_gross": 5.014,
"pnl_net": 4.8986,
"fee": 0.115378,
"reason": "OFI: -0.78% 5-period, vol 1.4x avg"
},
{
"time": "2026-07-20 11:00",
"side": "SELL (close long)",
"size": 0.006,
"price": 64989.0,
"pnl_gross": 5.92,
"pnl_net": 5.803,
"fee": 0.11698,
"reason": "OFI: +1.16% 5-period, vol 2.0x avg"
},
{
"time": "2026-07-20 19:00",
"side": "BUY (close short)",
"size": 0.01,
"price": 65100.0,
"pnl_gross": -2.054,
"pnl_net": -2.1712,
"fee": 0.11718,
"reason": "OFI: -0.71% 5-period, vol 1.4x avg"
},
{
"time": "2026-07-21 07:00",
"side": "SELL (close long)",
"size": 0.002,
"price": 66170.0,
"pnl_gross": 2.14,
"pnl_net": 2.0209,
"fee": 0.119106,
"reason": "OFI: +0.96% 5-period, vol 1.4x avg"
},
{
"time": "2026-07-21 17:00",
"side": "BUY (close short)",
"size": 0.008,
"price": 66189.0,
"pnl_gross": 2.992,
"pnl_net": 2.8729,
"fee": 0.11914,
"reason": "OFI: -0.84% 5-period, vol 1.6x avg"
},
{
"time": "2026-07-22 16:00",
"side": "SELL (close long)",
"size": 0.006,
"price": 66208.0,
"pnl_gross": 1.4,
"pnl_net": 1.2808,
"fee": 0.119174,
"reason": "OFI: +0.91% 5-period, vol 1.9x avg"
},
{
"time": "2026-07-23 01:00",
"side": "BUY (close short)",
"size": 0.004,
"price": 65803.0,
"pnl_gross": 1.376,
"pnl_net": 1.2576,
"fee": 0.118445,
"reason": "OFI: -0.36% 5-period, vol 1.4x avg"
},
{
"time": "2026-07-24 03:00",
"side": "SELL (close long)",
"size": 0.01,
"price": 65426.0,
"pnl_gross": 2.976,
"pnl_net": 2.8582,
"fee": 0.117767,
"reason": "OFI: +0.55% 5-period, vol 1.7x avg"
},
{
"time": "2026-07-24 09:00",
"side": "BUY (close short)",
"size": 0.002,
"price": 65089.0,
"pnl_gross": 0.674,
"pnl_net": 0.5568,
"fee": 0.11716,
"reason": "OFI: -0.30% 5-period, vol 2.0x avg"
},
{
"time": "2026-07-25 18:00",
"side": "SELL (close long)",
"size": 0.012,
"price": 64398.0,
"pnl_gross": 0.236,
"pnl_net": 0.1201,
"fee": 0.115916,
"reason": "OFI: +0.31% 5-period, vol 1.4x avg"
},
{
"time": "2026-07-27 14:00",
"side": "BUY (close short)",
"size": 0.020000000000000004,
"price": 64667.0,
"pnl_gross": 5.116,
"pnl_net": 4.9996,
"fee": 0.116401,
"reason": "OFI: -0.98% 5-period, vol 3.6x avg"
},
{
"time": "2026-07-28 15:00",
"side": "SELL (close long)",
"size": 0.016,
"price": 63911.0,
"pnl_gross": -0.006,
"pnl_net": -0.121,
"fee": 0.11504,
"reason": "OFI: +0.74% 5-period, vol 2.2x avg"
},
{
"time": "2026-07-29 14:00",
"side": "BUY (close short)",
"size": 0.004,
"price": 64079.0,
"pnl_gross": -1.166,
"pnl_net": -1.2813,
"fee": 0.115342,
"reason": "OFI: -0.56% 5-period, vol 1.7x avg"
},
{
"time": "2026-07-29 18:00",
"side": "SELL (close long)",
"size": 0.008,
"price": 64474.0,
"pnl_gross": 3.662,
"pnl_net": 3.5459,
"fee": 0.116053,
"reason": "OFI: +0.62% 5-period, vol 4.1x avg"
},
{
"time": "2026-07-29 19:00",
"side": "BUY (close short)",
"size": 0.002,
"price": 63563.0,
"pnl_gross": 1.822,
"pnl_net": 1.7076,
"fee": 0.114413,
"reason": "OFI: -0.59% 5-period, vol 2.7x avg"
},
{
"time": "2026-07-30 22:00",
"side": "SELL (close long)",
"size": 0.006,
"price": 64828.0,
"pnl_gross": 7.152,
"pnl_net": 7.0353,
"fee": 0.11669,
"reason": "OFI: +0.25% 5-period, vol 1.2x avg"
},
{
"time": "2026-07-31 01:00",
"side": "BUY (close short)",
"size": 0.002,
"price": 64530.0,
"pnl_gross": 0.596,
"pnl_net": 0.4798,
"fee": 0.116154,
"reason": "OFI: -0.26% 5-period, vol 2.2x avg"
},
{
"time": "2026-08-01 21:00",
"side": "SELL (close long)",
"size": 0.024000000000000007,
"price": 62792.0,
"pnl_gross": -11.16,
"pnl_net": -11.273,
"fee": 0.113026,
"reason": "OFI: +0.19% 5-period, vol 2.4x avg"
},
{
"time": "2026-08-03 00:00",
"side": "BUY (close short)",
"size": 0.012,
"price": 63296.0,
"pnl_gross": -0.528,
"pnl_net": -0.6419,
"fee": 0.113933,
"reason": "OFI: -0.30% 5-period, vol 1.2x avg"
},
{
"time": "2026-08-03 13:00",
"side": "SELL (close long)",
"size": 0.006,
"price": 63340.0,
"pnl_gross": 2.796,
"pnl_net": 2.682,
"fee": 0.114012,
"reason": "OFI: +0.84% 5-period, vol 3.0x avg"
}
],
"num_periods": 721,
"data_source": "Hyperliquid Mainnet",
"generated_at": "2026-08-04T07:28:17.868505"
}
Reference in New Issue View Git Blame Copy Permalink