🪙 Bitcoin Price Predictions

Daily model performance tracking and evaluation

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Live

Made by the running system, one prediction per day.

Predictions
31
Correct direction
64.5%
Avg error
1.10%
Simple PnL
â–¼ $-330.64

Baselines, same 31 days

Always-up accuracy
45.2%
Persistence accuracy (n=31)
45.2%
Buy & hold PnL
$-6041.58
Edge vs best baseline
+19.4 pts, p=0.024

Live predictions

Total Predictions
31
Correct Direction
64.5%
Avg Error
1.1%
Active Model
linear_v1
Date Price at Prediction Predicted Actual Error % Direction Model
2026-11-01 $77368.77 $77485.40 $77582.02 0.12% ✓ linear_v1 v2026.10.31.001447
2026-10-31 $77991.89 $77875.33 $77368.77 0.65% ✓ linear_v1 v2026.10.30.001321
2026-10-30 $81343.50 $81323.82 $77991.89 4.27% ✓ linear_v1 v2026.10.29.001147
2026-10-29 $80909.77 $81018.98 $81343.50 0.40% ✓ linear_v1 v2026.10.28.001500
2026-10-28 $80150.56 $79912.15 $80909.77 1.23% ✗ linear_v1 v2026.10.27.001341
2026-10-27 $80154.09 $80525.86 $80150.56 0.47% ✗ linear_v1 v2026.10.26.001353
2026-10-26 $80888.16 $80645.85 $80154.09 0.61% ✓ linear_v1 v2026.10.25.001057
2026-10-25 $81189.43 $80879.83 $80888.16 0.01% ✓ linear_v1 v2026.10.24.001119
2026-10-24 $81416.09 $81794.68 $81189.43 0.75% ✗ linear_v1 v2026.10.23.001102
2026-10-23 $84093.42 $83746.76 $81416.09 2.86% ✓ linear_v1 v2026.10.22.001417
2026-10-22 $83028.15 $83402.61 $84093.42 0.82% ✓ linear_v1 v2026.10.21.001043
2026-10-21 $81938.40 $82035.62 $83028.15 1.20% ✓ linear_v1 v2026.10.20.001438
2026-10-20 $82116.00 $82106.91 $81938.40 0.21% ✓ linear_v1 v2026.10.19.001227
2026-10-19 $81491.04 $81306.14 $82116.00 0.99% ✗ linear_v1 v2026.10.18.001055
2026-10-18 $81615.64 $81565.01 $81491.04 0.09% ✓ linear_v1 v2026.10.17.001445
2026-10-17 $82245.93 $82053.41 $81615.64 0.54% ✓ linear_v1 v2026.10.16.001113
2026-10-16 $81682.01 $81777.28 $82245.93 0.57% ✓ linear_v1 v2026.10.15.001311
2026-10-15 $83169.00 $83398.77 $81682.01 2.10% ✗ linear_v1 v2026.10.14.001403
2026-10-14 $81850.00 $81709.99 $83169.00 1.75% ✗ linear_v1 v2026.10.13.001327
2026-10-13 $83773.12 $83863.00 $81850.00 2.46% ✗ linear_v1 v2026.10.12.001456
2026-10-12 $82988.36 $82627.39 $83773.12 1.37% ✗ linear_v1 v2026.10.11.001017
2026-10-11 $82635.55 $82849.15 $82988.36 0.17% ✓ linear_v1 v2026.10.10.001413
2026-10-10 $81754.45 $81925.45 $82635.55 0.86% ✓ linear_v1 v2026.10.09.001426
2026-10-09 $83321.81 $83334.54 $81754.45 1.93% ✗ linear_v1 v2026.10.08.001132
2026-10-08 $85549.93 $85977.85 $83321.81 3.19% ✗ linear_v1 v2026.10.07.001233
2026-10-07 $85766.87 $85578.28 $85549.93 0.03% ✓ linear_v1 v2026.10.06.070136
2026-10-06 $86530.00 $86722.00 $85766.87 1.11% ✗ linear_v1 v2026.10.05.070418
2026-10-05 $84753.56 $84819.56 $86530.00 1.98% ✓ linear_v1 v2026.10.04.070255
2026-10-04 $84518.01 $84569.76 $84753.56 0.22% ✓ linear_v1 v2026.10.03.070346
2026-10-03 $84880.05 $84403.43 $84518.01 0.14% ✓ linear_v1 v2026.10.02.070225
2026-10-02 $83623.60 $84084.13 $84880.05 0.94% ✓ linear_v1 v2026.10.01.070229

📊 Trading Strategies Comparison

Strategy Total PnL Win Rate Worst trade Max drawdown Avg Win Avg Loss Sharpe Ratio Trades
Simple â–¼ $-330.64 32.3% â–¼ -2.60% â–¼ -7.74% â–² $786.83 â–¼ $-1171.27 -0.14 31
Long Short Best Return â–² $5380.30 64.5% â–¼ -2.60% â–¼ -9.85% â–² $853.36 â–¼ $-1062.44 2.80 31
Threshold â–² $0.00 0.0% â–² 0.00% â–¼ 0.00% â–² $0.00 â–¼ $0.00 0.00 31
Realistic â–² $1035.59 61.3% â–¼ -2.20% â–¼ -10.84% â–² $727.21 â–¼ $-1065.12 0.60 31

Metrics. Worst trade is the worst single-day return (PnL / price at prediction). Max drawdown is the largest fall of the equity curve that compounds those daily returns from 1.0. The Sharpe ratio is the mean over the standard deviation of the daily returns, times the square root of 365. Total PnL, Avg Win and Avg Loss are in dollars per 1 unit of the asset.

Assumptions.

  • Simple: long when the model predicts up, in cash otherwise. It never shorts.
  • Long Short: long when the model predicts up, short otherwise. Shorting is not possible on Binance spot, and the funding or borrowing costs of futures or margin are not modeled.
  • Threshold: the long-short rule, but it stays out when the predicted move is under 1%. The same shorting and funding limits apply.
  • Realistic: the long-short rule with a 0.2% fee charged every day, even when the position does not change (conservative), and a loss capped at 2% of the close-to-close move, because no intraday data is stored and a real stop-loss would fill differently (optimistic). The same shorting and funding limits apply.