Portfolio Analysis Report — 01-11-2026 19:35

Asset scope: all assets | Source: prices.csv

Overview

Assets in analysis: BTC, ETH, SOL, HYPE, GOLD, SPX, TSLA, GOOGL, JLP

Rows in cleaned dataset: 1460

Date range in cleaned dataset: 2022-11-02 → 2026-11-01

Forward-Looking Indicators (current regime snapshot — not price predictions)

These indicators describe the momentum and trend state of each asset right now, computed from the full price history. RSI above 70 = overbought momentum; below 30 = oversold. Momentum columns show actual price return over the period. "vs 50d SMA" shows how far the current price sits above or below the 50-day moving average. The Regime label summarises the combination.

Latest Price RSI-14 1M Momentum 3M Momentum vs 50d SMA Regime
BTC 77,889.00 36.5 -6.06% -0.46% -4.90% Bearish
ETH 2,269.61 34.2 -9.36% -7.65% -9.97% Bearish
SOL 95.68 30.1 -13.05% -9.44% -12.30% Bearish
HYPE 87.79 70.3 2.80% 5.26% 2.99% Overbought
GOLD 3,898.90 17.2 -7.53% -13.93% -7.23% Oversold / Recovering
SPX 7,580.07 42.3 -2.96% -1.71% -1.57% Bearish
TSLA 399.81 75.4 4.47% 14.64% 7.15% Overbought
GOOGL 279.84 13.9 -20.42% -19.21% -17.24% Oversold / Recovering
JLP 4.34 31.4 -6.84% -3.29% -6.27% Bearish

Note: assets with fewer than 50 days of history are excluded from this table. Momentum signals in crypto have a weak positive correlation with near-term returns but are not reliable standalone predictors.

Cross-Timeframe Summary

Rows Best Tested Return Best Single Asset Lowest Vol Lowest Drawdown Best Sharpe-like
Timeframe
1 Week 7 MaxSharpe HYPE MinVar MaxSharpe MaxSharpe
1 Month 30 MaxSharpe TSLA MinVar MinVar MaxSharpe
3 Months 91 MaxSharpe HYPE MinVar MinVar MaxSharpe
6 Months 183 MaxSharpe HYPE MinVar MinVar MaxSharpe
12 Months 365 MaxSharpe HYPE MinVar MinVar MaxSharpe
24 Months 730 MaxSharpe HYPE MinVar MinVar-C50 MaxSharpe
3 Years 1096 Equal JLP MinVar MinVar-C50 MaxSharpe
4 Years 1460 Equal BTC MinVar MinVar-C50 MaxSharpe

Min-Variance Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 0.00% 17.35% 0.00% 28.36% 0.00% 0.00% 54.29%
1 Month 0.00% 0.00% 0.00% 0.00% 0.00% 93.80% 0.00% 0.00% 6.20%
3 Months 0.00% 0.00% 0.00% 0.00% 2.79% 97.21% 0.00% 0.00% 0.00%
6 Months 0.00% 0.00% 0.00% 0.00% 3.58% 96.42% 0.00% 0.00% 0.00%
12 Months 0.00% 0.00% 0.00% 0.00% 6.17% 93.83% 0.00% 0.00% 0.00%
24 Months 0.00% 0.00% 0.00% 0.00% 26.95% 72.29% 0.00% 0.00% 0.76%
3 Years 0.00% 0.00% 0.00% nan% 28.91% 69.24% 0.00% 0.00% 1.85%
4 Years 0.00% 0.00% 0.00% nan% 33.54% 66.46% 0.00% 0.00% nan%

MinVar-C50 Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 0.00% 16.29% 0.00% 33.71% 0.00% 0.00% 50.00%
1 Month 0.00% 0.00% 0.00% 0.55% 28.02% 50.00% 0.00% 0.00% 21.43%
3 Months 0.00% 0.00% 0.00% 0.00% 38.87% 50.00% 0.00% 11.02% 0.11%
6 Months 0.00% 0.00% 0.00% 0.00% 35.54% 50.00% 0.00% 9.63% 4.83%
12 Months 0.00% 0.00% 0.00% 0.00% 28.44% 50.00% 0.00% 11.99% 9.57%
24 Months 0.00% 0.00% 0.00% 0.00% 37.74% 50.00% 0.00% 5.74% 6.52%
3 Years 0.00% 0.00% 0.00% nan% 38.74% 50.00% 0.00% 4.31% 6.95%
4 Years 1.25% 0.00% 0.00% nan% 45.38% 50.00% 0.00% 3.37% nan%

MaxSharpe Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 5.69% 50.00% 0.00% 39.18% 0.00% 0.00% 5.13% 0.00% 0.00%
1 Month 0.00% 0.00% 0.00% 0.00% 0.00% 50.00% 50.00% 0.00% 0.00%
3 Months 15.72% 0.00% 0.00% 37.54% 0.00% 0.00% 45.57% 0.00% 1.17%
6 Months 0.00% 0.00% 0.00% 50.00% 0.00% 50.00% 0.00% 0.00% 0.00%
12 Months 0.00% 0.00% 0.00% 40.40% 0.00% 50.00% 0.00% 9.60% 0.00%
24 Months 0.00% 0.00% 0.00% 21.54% 35.34% 19.61% 0.00% 23.50% 0.00%
3 Years 0.00% 0.00% 0.00% nan% 33.72% 46.43% 0.00% 8.09% 11.76%
4 Years 9.10% 0.00% 0.29% nan% 41.17% 35.64% 0.00% 13.81% nan%

Stable Allocation Band

Min Avg Max Times > 20% Times < 1%
BTC 0.00% 0.16% 1.25% 0 7
ETH 0.00% 0.00% 0.00% 0 8
SOL 0.00% 0.00% 0.00% 0 8
HYPE 0.00% 2.81% 16.29% 0 5
GOLD 0.00% 31.59% 45.38% 7 1
SPX 33.71% 47.96% 50.00% 8 0
TSLA 0.00% 0.00% 0.00% 0 8
GOOGL 0.00% 5.76% 11.99% 0 2
JLP 0.11% 14.20% 50.00% 2 1

1 Week

Window: 2026-10-25 → 2026-11-01 (7 rows)

⚠ This window has only 7 rows. Covariance estimates are noisy — treat allocation weights as directional signals, not precise recommendations.

Claude Narrative Report

- Over 1 Week, the strongest asset was HYPE (15.08%), while the weakest was GOOGL (-12.61%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 10.98%.
- That defensive allocation was: JLP 54.3%, SPX 28.4%, HYPE 17.3%.
- The highest-return tested portfolio was MaxSharpe, returning 4.88%.
- The best single asset was HYPE, returning 15.08%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 85.831.
- The lowest-drawdown tested portfolio was MaxSharpe, with max drawdown of -0.31%.
- Single-asset dominance ratio: 3.09x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

Assets priced in BTC — 1 Week (normalised to 1.0 at each asset's first real data date · smoothed · 7 rows)

1.244 1.151 1.057 0.964 0.871 2026-10-25 2026-10-26 2026-10-27 2026-10-28 2026-10-29 2026-11-01 HYPE +20.3% TSLA +10.9% SPX +2.6% GOLD +0.4% JLP +0.4% ETH +0.0% SOL -2.2% GOOGL -9.8%

Assets priced in GOLD — 1 Week (normalised to 1.0 at each asset's first real data date · smoothed · 7 rows)

1.229 1.137 1.044 0.952 0.859 2026-10-25 2026-10-26 2026-10-27 2026-10-28 2026-10-29 2026-11-01 HYPE +19.8% TSLA +10.4% SPX +2.2% JLP -0.0% ETH -0.4% BTC -0.4% SOL -2.6% GOOGL -10.2%

Assets priced in SPX — 1 Week (normalised to 1.0 at each asset's first real data date · smoothed · 7 rows)

1.202 1.113 1.025 0.936 0.848 2026-10-25 2026-10-26 2026-10-27 2026-10-28 2026-10-29 2026-11-01 HYPE +17.3% TSLA +8.0% GOLD -2.2% JLP -2.2% ETH -2.5% BTC -2.5% SOL -4.7% GOOGL -12.1%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
JLP: 54.29%
SPX: 28.36%
HYPE: 17.35%
GOLD: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%
GOOGL: 0.00%
TSLA: 0.00%
MinVar-C50
JLP: 50.00%
SPX: 33.71%
HYPE: 16.29%
ETH: 0.00%
BTC: 0.00%
SOL: 0.00%
GOLD: 0.00%
GOOGL: 0.00%
TSLA: 0.00%
MaxSharpe ▲
ETH: 50.00%
HYPE: 39.18%
BTC: 5.69%
TSLA: 5.13%
JLP: 0.00%
SOL: 0.00%
SPX: 0.00%
GOOGL: 0.00%
GOLD: 0.00%

Asset Total Returns

Total Return
BTC -2.67%
ETH -2.46%
SOL -5.48%
HYPE 15.08%
GOLD -2.72%
SPX -0.57%
TSLA 7.41%
GOOGL -12.61%
JLP -2.77%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.992 0.908 -0.841 0.261 0.342 0.309 0.981 0.951
ETH 0.992 1.000 0.910 -0.855 0.186 0.248 0.249 0.973 0.950
SOL 0.908 0.910 1.000 -0.822 -0.095 0.031 0.161 0.971 0.993
HYPE -0.841 -0.855 -0.822 1.000 0.101 -0.002 0.130 -0.848 -0.844
GOLD 0.261 0.186 -0.095 0.101 1.000 0.967 0.703 0.119 -0.001
SPX 0.342 0.248 0.031 -0.002 0.967 1.000 0.658 0.229 0.115
TSLA 0.309 0.249 0.161 0.130 0.703 0.658 1.000 0.250 0.196
GOOGL 0.981 0.973 0.971 -0.848 0.119 0.229 0.250 1.000 0.992
JLP 0.951 0.950 0.993 -0.844 -0.001 0.115 0.196 0.992 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -36.99% 26.48% -1.397 -3.29% -2.04% -2.48% -0.80%
MinVar 73.68% 10.98% 6.708 -0.92% -0.40% -0.46% 0.90%
MinVar-C50 66.74% 11.03% 6.048 -0.98% -0.41% -0.43% 0.84%
MaxSharpe 1740.97% 20.28% 85.831 -0.31% -0.25% -0.31% 4.88%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC -79.45% 38.23% -2.078 -5.01% -3.41% -4.30% -2.67%
ETH -76.39% 41.44% -1.844 -4.94% -3.53% -4.59% -2.46%
SOL -96.28% 55.33% -1.740 -6.66% -5.13% -6.66% -5.48%
HYPE 689470.61% 86.87% 7937.185 -2.54% -2.09% -2.54% 15.08%
GOLD -80.63% 29.03% -2.778 -4.31% -2.61% -3.29% -2.72%
SPX -28.53% 17.64% -1.617 -2.12% -1.44% -1.82% -0.57%
TSLA 8507.77% 51.20% 166.172 -1.88% -0.85% -0.87% 7.41%
GOOGL -99.96% 101.02% -0.989 -13.87% -9.83% -12.64% -12.61%
JLP -81.16% 29.82% -2.721 -3.59% -2.75% -3.59% -2.77%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — JLP 54.3%, SPX 28.4%, HYPE 17.3%
  • Highest-return tested portfolio: MaxSharpe — ETH 50.0%, HYPE 39.2%, BTC 5.7%, TSLA 5.1%
  • Best risk-adjusted tested portfolio: MaxSharpe — ETH 50.0%, HYPE 39.2%, BTC 5.7%, TSLA 5.1%
  • Lowest-drawdown tested portfolio: MaxSharpe — ETH 50.0%, HYPE 39.2%, BTC 5.7%, TSLA 5.1%
  • Highest-return single asset: HYPE — 15.08%
  • Single-asset dominance ratio: 3.093x

1 Month

Window: 2026-10-02 → 2026-11-01 (30 rows)

Claude Narrative Report

- Over 1 Month, the strongest asset was TSLA (7.88%), while the weakest was SOL (-19.34%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 11.58%.
- That defensive allocation was: SPX 93.8%, JLP 6.2%.
- The highest-return tested portfolio was MaxSharpe, returning 2.99%.
- The best single asset was TSLA, returning 7.88%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.116.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -3.58%.
- Single-asset dominance ratio: 2.64x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

Assets priced in BTC — 1 Month (normalised to 1.0 at each asset's first real data date · smoothed · 30 rows)

1.195 1.110 1.025 0.940 0.855 2026-10-02 2026-10-07 2026-10-13 2026-10-19 2026-10-25 2026-11-01 TSLA +16.7% SPX +6.7% HYPE +5.0% GOLD +2.6% JLP -2.7% ETH -8.1% GOOGL -8.6% SOL -11.6%

Assets priced in GOLD — 1 Month (normalised to 1.0 at each asset's first real data date · smoothed · 30 rows)

1.164 1.082 0.999 0.916 0.834 2026-10-02 2026-10-07 2026-10-13 2026-10-19 2026-10-25 2026-11-01 TSLA +13.7% SPX +3.9% HYPE +2.2% BTC -2.6% JLP -5.2% ETH -10.4% GOOGL -10.9% SOL -13.9%

Assets priced in SPX — 1 Month (normalised to 1.0 at each asset's first real data date · smoothed · 30 rows)

1.121 1.042 0.962 0.882 0.802 2026-10-02 2026-10-07 2026-10-13 2026-10-19 2026-10-25 2026-11-01 TSLA +9.4% HYPE -1.7% GOLD -3.8% BTC -6.3% JLP -8.8% ETH -13.8% GOOGL -14.3% SOL -17.2%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 93.80%
JLP: 6.20%
GOLD: 0.00%
BTC: 0.00%
HYPE: 0.00%
SOL: 0.00%
GOOGL: 0.00%
ETH: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 28.02%
JLP: 21.43%
HYPE: 0.55%
BTC: 0.00%
GOOGL: 0.00%
TSLA: 0.00%
SOL: 0.00%
ETH: 0.00%
MaxSharpe ▲
TSLA: 50.00%
SPX: 50.00%
HYPE: 0.00%
GOLD: 0.00%
BTC: 0.00%
JLP: 0.00%
ETH: 0.00%
GOOGL: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -7.82%
ETH -14.94%
SOL -19.34%
HYPE -1.57%
GOLD -6.33%
SPX -1.85%
TSLA 7.88%
GOOGL -18.53%
JLP -10.38%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.955 0.881 0.108 0.447 0.485 0.403 0.583 0.922
ETH 0.955 1.000 0.922 0.252 0.361 0.428 0.388 0.457 0.957
SOL 0.881 0.922 1.000 0.188 0.201 0.320 0.322 0.550 0.993
HYPE 0.108 0.252 0.188 1.000 0.138 0.235 0.406 -0.501 0.207
GOLD 0.447 0.361 0.201 0.138 1.000 0.766 0.446 0.242 0.266
SPX 0.485 0.428 0.320 0.235 0.766 1.000 0.723 0.352 0.371
TSLA 0.403 0.388 0.322 0.406 0.446 0.723 1.000 0.194 0.346
GOOGL 0.583 0.457 0.550 -0.501 0.242 0.352 0.194 1.000 0.538
JLP 0.922 0.957 0.993 0.207 0.266 0.371 0.346 0.538 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -64.79% 23.21% -2.792 -9.68% -2.46% -2.65% -8.15%
MinVar -25.74% 11.58% -2.223 -3.58% -1.21% -1.48% -2.39%
MinVar-C50 -46.69% 13.27% -3.520 -5.92% -1.54% -1.73% -4.94%
MaxSharpe 48.63% 22.98% 2.116 -4.66% -1.62% -1.89% 2.99%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC -62.60% 29.09% -2.152 -10.73% -3.00% -3.76% -7.82%
ETH -86.02% 37.27% -2.308 -17.80% -4.33% -4.59% -14.94%
SOL -92.68% 42.29% -2.191 -21.42% -5.54% -6.25% -19.34%
HYPE -2.37% 60.74% -0.039 -18.98% -4.55% -5.72% -1.57%
GOLD -55.30% 19.00% -2.910 -7.53% -1.96% -2.72% -6.33%
SPX -20.39% 11.67% -1.748 -3.05% -1.17% -1.51% -1.85%
TSLA 177.20% 36.82% 4.813 -7.31% -2.14% -2.61% 7.88%
GOOGL -91.42% 48.70% -1.877 -20.90% -2.88% -7.89% -18.53%
JLP -74.10% 24.15% -3.068 -11.87% -2.93% -3.33% -10.38%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 93.8%, JLP 6.2%
  • Highest-return tested portfolio: MaxSharpe — TSLA 50.0%, SPX 50.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — TSLA 50.0%, SPX 50.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 93.8%, JLP 6.2%
  • Highest-return single asset: TSLA — 7.88%
  • Single-asset dominance ratio: 2.636x

3 Months

Window: 2026-08-02 → 2026-11-01 (91 rows)

Claude Narrative Report

- Over 3 Months, the strongest asset was HYPE (67.05%), while the weakest was GOOGL (-21.37%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 10.99%.
- That defensive allocation was: SPX 97.2%, GOLD 2.8%.
- The highest-return tested portfolio was MaxSharpe, returning 42.58%.
- The best single asset was HYPE, returning 67.05%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 8.396.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -3.16%.
- Single-asset dominance ratio: 1.57x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

Assets priced in BTC — 3 Months (normalised to 1.0 at each asset's first real data date · smoothed · 91 rows)

1.372 1.187 1.003 0.818 0.634 2026-08-02 2026-08-20 2026-09-07 2026-09-25 2026-10-13 2026-11-01 HYPE +22.2% SOL +8.8% JLP -1.4% TSLA -1.5% ETH -1.6% SPX -19.1% GOLD -22.5% GOOGL -30.5%

Assets priced in GOLD — 3 Months (normalised to 1.0 at each asset's first real data date · smoothed · 91 rows)

1.745 1.505 1.265 1.026 0.786 2026-08-02 2026-08-20 2026-09-07 2026-09-25 2026-10-13 2026-11-01 HYPE +57.7% SOL +40.4% BTC +29.1% JLP +27.3% TSLA +27.1% ETH +27.0% SPX +4.4% GOOGL -10.2%

Assets priced in SPX — 3 Months (normalised to 1.0 at each asset's first real data date · smoothed · 91 rows)

1.758 1.513 1.269 1.024 0.779 2026-08-02 2026-08-20 2026-09-07 2026-09-25 2026-10-13 2026-11-01 HYPE +51.0% SOL +34.6% BTC +23.7% JLP +22.0% TSLA +21.8% ETH +21.7% GOLD -4.2% GOOGL -13.9%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 97.21%
GOLD: 2.79%
JLP: 0.00%
ETH: 0.00%
BTC: 0.00%
HYPE: 0.00%
SOL: 0.00%
GOOGL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 38.87%
GOOGL: 11.02%
JLP: 0.11%
TSLA: 0.00%
BTC: 0.00%
HYPE: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
TSLA: 45.57%
HYPE: 37.54%
BTC: 15.72%
JLP: 1.17%
SOL: 0.00%
SPX: 0.00%
ETH: 0.00%
GOLD: 0.00%
GOOGL: 0.00%

Asset Total Returns

Total Return
BTC 22.69%
ETH 20.56%
SOL 30.27%
HYPE 67.05%
GOLD -5.07%
SPX 1.21%
TSLA 28.47%
GOOGL -21.37%
JLP 21.33%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.886 0.838 0.516 0.510 0.364 0.394 0.316 0.891
ETH 0.886 1.000 0.830 0.624 0.475 0.274 0.369 0.227 0.877
SOL 0.838 0.830 1.000 0.583 0.386 0.359 0.323 0.335 0.984
HYPE 0.516 0.624 0.583 1.000 0.386 0.271 0.423 -0.063 0.604
GOLD 0.510 0.475 0.386 0.386 1.000 0.462 0.371 0.039 0.435
SPX 0.364 0.274 0.359 0.271 0.462 1.000 0.595 0.437 0.367
TSLA 0.394 0.369 0.323 0.423 0.371 0.595 1.000 0.207 0.370
GOOGL 0.316 0.227 0.335 -0.063 0.039 0.437 0.207 1.000 0.316
JLP 0.891 0.877 0.984 0.604 0.435 0.367 0.370 0.316 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 100.77% 30.74% 3.278 -10.49% -2.32% -2.54% 17.41%
MinVar 4.90% 10.99% 0.446 -3.16% -0.84% -1.22% 1.04%
MinVar-C50 -13.45% 13.53% -0.994 -9.55% -1.36% -1.81% -3.71%
MaxSharpe 360.98% 43.00% 8.396 -11.34% -3.12% -3.61% 42.58%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 146.75% 39.06% 3.757 -10.86% -2.50% -3.29% 22.69%
ETH 144.63% 53.84% 2.686 -19.28% -3.59% -4.27% 20.56%
SOL 242.97% 57.53% 4.224 -21.76% -4.26% -5.54% 30.27%
HYPE 931.71% 73.08% 12.750 -21.50% -4.35% -5.31% 67.05%
GOLD -17.09% 21.77% -0.785 -17.01% -1.79% -2.75% -5.07%
SPX 5.61% 11.00% 0.510 -3.17% -0.82% -1.22% 1.21%
TSLA 199.35% 40.57% 4.914 -7.31% -2.66% -4.00% 28.47%
GOOGL -59.64% 36.16% -1.649 -25.85% -2.84% -5.49% -21.37%
JLP 132.28% 34.77% 3.804 -11.87% -2.54% -3.09% 21.33%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 97.2%, GOLD 2.8%
  • Highest-return tested portfolio: MaxSharpe — TSLA 45.6%, HYPE 37.5%, BTC 15.7%, JLP 1.2%
  • Best risk-adjusted tested portfolio: MaxSharpe — TSLA 45.6%, HYPE 37.5%, BTC 15.7%, JLP 1.2%
  • Lowest-drawdown tested portfolio: MinVar — SPX 97.2%, GOLD 2.8%
  • Highest-return single asset: HYPE — 67.05%
  • Single-asset dominance ratio: 1.575x

6 Months

Window: 2026-05-02 → 2026-11-01 (183 rows)

Claude Narrative Report

- Over 6 Months, the strongest asset was HYPE (112.65%), while the weakest was GOOGL (-27.35%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.18%.
- That defensive allocation was: SPX 96.4%, GOLD 3.6%.
- The highest-return tested portfolio was MaxSharpe, returning 55.58%.
- The best single asset was HYPE, returning 112.65%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 3.736.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -4.65%.
- Single-asset dominance ratio: 2.03x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

Assets priced in BTC — 6 Months (normalised to 1.0 at each asset's first real data date · smoothed · 183 rows)

2.153 1.792 1.430 1.069 0.708 2026-05-02 2026-06-07 2026-07-13 2026-08-19 2026-09-24 2026-11-01 HYPE +91.0% SOL +18.9% JLP +12.6% SPX +3.2% ETH +0.1% TSLA -6.0% GOLD -14.5% GOOGL -17.2%

Assets priced in GOLD — 6 Months (normalised to 1.0 at each asset's first real data date · smoothed · 183 rows)

2.465 2.015 1.566 1.116 0.667 2026-05-02 2026-06-07 2026-07-13 2026-08-19 2026-09-24 2026-11-01 HYPE +123.4% SOL +39.2% JLP +31.7% SPX +20.7% ETH +17.1% BTC +17.0% TSLA +9.9% GOOGL -3.1%

Assets priced in SPX — 6 Months (normalised to 1.0 at each asset's first real data date · smoothed · 183 rows)

2.093 1.718 1.342 0.967 0.591 2026-05-02 2026-06-07 2026-07-13 2026-08-19 2026-09-24 2026-11-01 HYPE +85.1% SOL +15.4% JLP +9.2% ETH -2.9% BTC -3.0% TSLA -9.0% GOLD -17.1% GOOGL -19.6%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 96.42%
GOLD: 3.58%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
GOOGL: 0.00%
SOL: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 35.54%
GOOGL: 9.63%
JLP: 4.83%
BTC: 0.00%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
HYPE: 50.00%
SPX: 50.00%
JLP: 0.00%
TSLA: 0.00%
SOL: 0.00%
BTC: 0.00%
GOLD: 0.00%
ETH: 0.00%
GOOGL: 0.00%

Asset Total Returns

Total Return
BTC -0.98%
ETH -2.01%
SOL 13.53%
HYPE 112.65%
GOLD -16.05%
SPX 4.84%
TSLA 2.30%
GOOGL -27.35%
JLP 11.68%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.884 0.834 0.475 0.445 0.344 0.315 0.224 0.891
ETH 0.884 1.000 0.834 0.557 0.417 0.342 0.299 0.217 0.881
SOL 0.834 0.834 1.000 0.558 0.407 0.389 0.333 0.269 0.987
HYPE 0.475 0.557 0.558 1.000 0.281 0.314 0.297 0.021 0.568
GOLD 0.445 0.417 0.407 0.281 1.000 0.483 0.379 0.148 0.428
SPX 0.344 0.342 0.389 0.314 0.483 1.000 0.640 0.446 0.394
TSLA 0.315 0.299 0.333 0.297 0.379 0.640 1.000 0.300 0.349
GOOGL 0.224 0.217 0.269 0.021 0.148 0.446 0.300 1.000 0.256
JLP 0.891 0.881 0.987 0.568 0.428 0.394 0.349 0.256 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 25.70% 31.08% 0.827 -14.77% -2.48% -3.23% 9.44%
MinVar 9.08% 12.18% 0.745 -4.65% -1.12% -1.52% 4.04%
MinVar-C50 -10.08% 14.64% -0.688 -8.89% -1.39% -1.95% -5.67%
MaxSharpe 167.96% 44.95% 3.736 -16.65% -2.98% -4.26% 55.58%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 4.90% 37.00% 0.132 -28.71% -2.67% -3.75% -0.98%
ETH 9.17% 51.40% 0.178 -33.95% -3.42% -4.98% -2.01%
SOL 49.88% 55.24% 0.903 -36.12% -3.57% -5.53% 13.53%
HYPE 546.91% 85.32% 6.410 -30.05% -5.97% -7.84% 112.65%
GOLD -27.74% 22.83% -1.215 -17.58% -2.45% -3.06% -16.05%
SPX 10.76% 12.20% 0.882 -4.50% -1.11% -1.50% 4.84%
TSLA 18.23% 49.12% 0.371 -33.00% -3.83% -6.14% 2.30%
GOOGL -43.73% 35.93% -1.217 -30.41% -3.01% -5.09% -27.35%
JLP 31.86% 33.41% 0.953 -23.60% -2.16% -3.22% 11.68%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 96.4%, GOLD 3.6%
  • Highest-return tested portfolio: MaxSharpe — HYPE 50.0%, SPX 50.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — HYPE 50.0%, SPX 50.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 96.4%, GOLD 3.6%
  • Highest-return single asset: HYPE — 112.65%
  • Single-asset dominance ratio: 2.027x

12 Months

Window: 2025-11-01 → 2026-11-01 (365 rows)

Claude Narrative Report

- Over 12 Months, the strongest asset was HYPE (103.06%), while the weakest was SOL (-48.66%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.69%.
- That defensive allocation was: SPX 93.8%, GOLD 6.2%.
- The highest-return tested portfolio was MaxSharpe, returning 53.93%.
- The best single asset was HYPE, returning 103.06%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 1.694.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -9.35%.
- Single-asset dominance ratio: 1.91x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

Assets priced in BTC — 12 Months (normalised to 1.0 at each asset's first real data date · smoothed · 365 rows)

2.861 2.262 1.662 1.063 0.463 2025-11-01 2026-01-12 2026-03-26 2026-06-07 2026-08-19 2026-11-01 HYPE +165.3% GOOGL +61.0% SPX +50.7% GOLD +40.2% JLP +14.7% TSLA +9.7% ETH -12.9% SOL -21.3%

Assets priced in GOLD — 12 Months (normalised to 1.0 at each asset's first real data date · smoothed · 365 rows)

2.046 1.591 1.135 0.680 0.225 2025-11-01 2026-01-12 2026-03-26 2026-06-07 2026-08-19 2026-11-01 HYPE +89.4% GOOGL +14.9% SPX +7.6% JLP -18.0% TSLA -21.7% BTC -28.6% ETH -37.8% SOL -43.8%

Assets priced in SPX — 12 Months (normalised to 1.0 at each asset's first real data date · smoothed · 365 rows)

1.901 1.483 1.064 0.646 0.227 2025-11-01 2026-01-12 2026-03-26 2026-06-07 2026-08-19 2026-11-01 HYPE +76.2% GOOGL +6.9% GOLD -7.0% JLP -23.8% TSLA -27.3% BTC -33.6% ETH -42.2% SOL -47.7%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 93.83%
GOLD: 6.17%
JLP: 0.00%
GOOGL: 0.00%
BTC: 0.00%
HYPE: 0.00%
SOL: 0.00%
TSLA: 0.00%
ETH: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 28.44%
GOOGL: 11.99%
JLP: 9.57%
BTC: 0.00%
TSLA: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
HYPE: 40.40%
GOOGL: 9.60%
GOLD: 0.00%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -29.23%
ETH -41.42%
SOL -48.66%
HYPE 103.06%
GOLD -2.44%
SPX 10.82%
TSLA -12.43%
GOOGL -0.22%
JLP -19.90%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.907 0.871 0.457 0.208 0.427 0.314 0.185 0.917
ETH 0.907 1.000 0.882 0.512 0.201 0.424 0.300 0.201 0.917
SOL 0.871 0.882 1.000 0.511 0.141 0.389 0.289 0.194 0.985
HYPE 0.457 0.512 0.511 1.000 0.153 0.253 0.190 0.044 0.526
GOLD 0.208 0.201 0.141 0.153 1.000 0.340 0.248 0.162 0.182
SPX 0.427 0.424 0.389 0.253 0.340 1.000 0.616 0.527 0.409
TSLA 0.314 0.300 0.289 0.190 0.248 0.616 1.000 0.368 0.317
GOOGL 0.185 0.201 0.194 0.044 0.162 0.527 0.368 1.000 0.193
JLP 0.917 0.917 0.985 0.526 0.182 0.409 0.317 0.193 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 0.42% 33.30% 0.013 -24.83% -2.70% -3.66% -4.96%
MinVar 11.09% 12.69% 0.874 -9.35% -1.18% -1.55% 10.17%
MinVar-C50 5.30% 15.47% 0.342 -12.50% -1.47% -1.98% 4.04%
MaxSharpe 66.17% 39.05% 1.694 -22.41% -2.80% -3.87% 53.93%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC -22.02% 44.28% -0.497 -47.07% -3.52% -5.06% -29.23%
ETH -29.57% 61.11% -0.484 -59.99% -4.70% -7.04% -41.42%
SOL -37.27% 63.59% -0.586 -66.89% -5.13% -7.25% -48.66%
HYPE 202.12% 90.07% 2.244 -50.67% -6.85% -8.79% 103.06%
GOLD 1.43% 27.80% 0.052 -26.69% -2.44% -3.76% -2.44%
SPX 11.76% 12.79% 0.919 -9.10% -1.21% -1.57% 10.82%
TSLA -3.17% 44.78% -0.071 -39.10% -3.66% -5.41% -12.43%
GOOGL 5.63% 33.72% 0.167 -30.41% -2.43% -4.04% -0.22%
JLP -14.12% 37.58% -0.376 -41.19% -2.90% -4.12% -19.90%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 93.8%, GOLD 6.2%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, HYPE 40.4%, GOOGL 9.6%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, HYPE 40.4%, GOOGL 9.6%
  • Lowest-drawdown tested portfolio: MinVar — SPX 93.8%, GOLD 6.2%
  • Highest-return single asset: HYPE — 103.06%
  • Single-asset dominance ratio: 1.911x

24 Months

Window: 2024-11-01 → 2026-11-01 (730 rows)

Claude Narrative Report

- Over 24 Months, the strongest asset was HYPE (1344.01%), while the weakest was SOL (-42.45%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 14.29%.
- That defensive allocation was: SPX 72.3%, GOLD 26.9%, JLP 0.8%.
- The highest-return tested portfolio was MaxSharpe, returning 194.75%.
- The best single asset was HYPE, returning 1344.01%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.679.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.15%.
- Single-asset dominance ratio: 6.90x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

Assets priced in BTC — 24 Months (normalised to 1.0 at each asset's first real data date · smoothed · 730 rows · dotted = backfilled prefix: HYPE)

18.036 13.251 8.465 3.680 -1.106 2024-11-01 2025-03-26 2025-08-19 2026-01-12 2026-06-07 2026-11-01 HYPE +1542.5% (from 2024-11-22) GOOGL +82.6% GOLD +42.7% TSLA +30.8% SPX +21.9% JLP +11.0% ETH -15.0% SOL -46.2%

Assets priced in GOLD — 24 Months (normalised to 1.0 at each asset's first real data date · smoothed · 730 rows · dotted = backfilled prefix: HYPE)

8.912 6.562 4.211 1.861 -0.489 2024-11-01 2025-03-26 2025-08-19 2026-01-12 2026-06-07 2026-11-01 HYPE +712.8% (from 2024-11-22) GOOGL +28.1% TSLA -7.6% SPX -14.3% JLP -21.1% BTC -28.9% ETH -39.6% SOL -61.6%

Assets priced in SPX — 24 Months (normalised to 1.0 at each asset's first real data date · smoothed · 730 rows · dotted = backfilled prefix: HYPE)

10.970 8.084 5.197 2.311 -0.575 2024-11-01 2025-03-26 2025-08-19 2026-01-12 2026-06-07 2026-11-01 HYPE +900.8% (from 2024-11-22) GOOGL +49.5% GOLD +16.9% TSLA +7.7% JLP -8.0% BTC -17.2% ETH -29.5% SOL -55.2%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 72.29%
GOLD: 26.95%
JLP: 0.76%
BTC: 0.00%
GOOGL: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 37.74%
JLP: 6.52%
GOOGL: 5.74%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
GOLD: 35.34%
GOOGL: 23.50%
HYPE: 21.54%
SPX: 19.61%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC 12.10%
ETH -9.65%
SOL -42.45%
HYPE 1344.01%
GOLD 41.82%
SPX 32.32%
TSLA 60.58%
GOOGL 64.52%
JLP 22.90%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.832 0.801 0.454 0.127 0.380 0.382 0.239 0.860
ETH 0.832 1.000 0.807 0.492 0.084 0.407 0.390 0.264 0.858
SOL 0.801 0.807 1.000 0.481 0.080 0.353 0.344 0.228 0.960
HYPE 0.454 0.492 0.481 1.000 0.112 0.233 0.217 0.140 0.510
GOLD 0.127 0.084 0.080 0.112 1.000 0.145 0.094 0.106 0.100
SPX 0.380 0.407 0.353 0.233 0.145 1.000 0.660 0.565 0.372
TSLA 0.382 0.390 0.344 0.217 0.094 0.660 1.000 0.450 0.352
GOOGL 0.239 0.264 0.228 0.140 0.106 0.565 0.450 1.000 0.243
JLP 0.860 0.858 0.960 0.510 0.100 0.372 0.352 0.243 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 47.57% 37.53% 1.268 -35.46% -2.79% -4.06% 89.19%
MinVar 18.21% 14.29% 1.274 -13.66% -1.05% -1.79% 36.87%
MinVar-C50 20.08% 15.00% 1.339 -12.15% -1.19% -1.90% 40.93%
MaxSharpe 79.42% 29.64% 2.679 -23.79% -2.26% -2.95% 194.75%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 16.78% 44.35% 0.378 -53.06% -3.53% -4.98% 12.10%
ETH 20.46% 69.24% 0.295 -67.61% -5.21% -7.80% -9.65%
SOL 1.44% 76.48% 0.019 -76.25% -5.85% -8.40% -42.45%
HYPE 570.30% 109.02% 5.231 -68.37% -7.50% -10.45% 1344.01%
GOLD 22.78% 24.52% 0.929 -26.69% -2.09% -3.32% 41.82%
SPX 16.54% 16.08% 1.028 -18.90% -1.22% -2.00% 32.32%
TSLA 49.28% 57.40% 0.859 -53.77% -4.60% -6.69% 60.58%
GOOGL 35.55% 33.17% 1.072 -30.41% -2.38% -3.98% 64.52%
JLP 19.43% 38.64% 0.503 -46.05% -2.97% -4.29% 22.90%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 72.3%, GOLD 26.9%, JLP 0.8%
  • Highest-return tested portfolio: MaxSharpe — GOLD 35.3%, GOOGL 23.5%, HYPE 21.5%, SPX 19.6%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 35.3%, GOOGL 23.5%, HYPE 21.5%, SPX 19.6%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 37.7%, JLP 6.5%, GOOGL 5.7%
  • Highest-return single asset: HYPE — 1344.01%
  • Single-asset dominance ratio: 6.901x

3 Years

Window: 2023-11-01 → 2026-11-01 (1096 rows)

Claude Narrative Report

- Over 3 Years, the strongest asset was JLP (134.11%), while the weakest was ETH (22.87%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.09%.
- That defensive allocation was: SPX 69.2%, GOLD 28.9%, JLP 1.8%.
- The highest-return tested portfolio was Equal, returning 141.93%.
- The best single asset was JLP, returning 134.11%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 1.993.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.12%.
- Single-asset dominance ratio: 0.94x versus the best tested portfolio.
- Interpretation: returns are less dependent on a single asset and are more broadly distributed.

Assets priced in BTC — 3 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1096 rows · dotted = backfilled prefix: JLP)

2.228 1.755 1.282 0.809 0.336 2023-11-01 2024-06-07 2025-01-12 2025-08-19 2026-03-26 2026-11-01 GOOGL +36.6% JLP +33.0% (from 2023-12-20) SOL +7.2% GOLD +5.7% SPX -11.0% TSLA -11.8% ETH -42.7%

Assets priced in GOLD — 3 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1096 rows · dotted = backfilled prefix: JLP)

3.538 2.713 1.888 1.063 0.238 2023-11-01 2024-06-07 2025-01-12 2025-08-19 2026-03-26 2026-11-01 GOOGL +28.9% JLP +6.7% (from 2023-12-20) SOL +3.5% BTC -4.1% SPX -15.7% TSLA -16.4% ETH -44.9%

Assets priced in SPX — 3 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1096 rows · dotted = backfilled prefix: JLP)

3.385 2.637 1.889 1.140 0.392 2023-11-01 2024-06-07 2025-01-12 2025-08-19 2026-03-26 2026-11-01 GOOGL +53.1% JLP +36.3% (from 2023-12-20) SOL +22.8% GOLD +18.9% BTC +13.9% TSLA -0.9% ETH -34.5%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 12.50%
ETH: 12.50%
SOL: 12.50%
GOLD: 12.50%
SPX: 12.50%
TSLA: 12.50%
GOOGL: 12.50%
JLP: 12.50%
MinVar
SPX: 69.24%
GOLD: 28.91%
JLP: 1.85%
GOOGL: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 38.74%
JLP: 6.95%
GOOGL: 4.31%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
SPX: 46.43%
GOLD: 33.72%
JLP: 11.76%
GOOGL: 8.09%
BTC: 0.00%
SOL: 0.00%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 119.79%
ETH 22.87%
SOL 130.77%
GOLD 96.17%
SPX 78.87%
TSLA 94.40%
GOOGL 123.41%
JLP 134.11%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.816 0.752 0.111 0.341 0.293 0.192 0.764
ETH 0.816 1.000 0.732 0.097 0.375 0.305 0.236 0.789
SOL 0.752 0.732 1.000 0.055 0.316 0.257 0.206 0.836
GOLD 0.111 0.097 0.055 1.000 0.150 0.082 0.110 0.101
SPX 0.341 0.375 0.316 0.150 1.000 0.597 0.560 0.354
TSLA 0.293 0.305 0.257 0.082 0.597 1.000 0.374 0.292
GOOGL 0.192 0.236 0.206 0.110 0.560 0.374 1.000 0.217
JLP 0.764 0.789 0.836 0.101 0.354 0.292 0.217 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 41.37% 32.24% 1.283 -33.34% -2.55% -3.63% 141.93%
MinVar 24.61% 13.09% 1.880 -13.25% -1.02% -1.65% 88.59%
MinVar-C50 26.63% 13.59% 1.960 -12.12% -1.13% -1.73% 97.54%
MaxSharpe 27.74% 13.92% 1.993 -12.81% -1.14% -1.75% 102.49%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 45.07% 46.96% 0.960 -53.06% -3.68% -5.24% 119.79%
ETH 33.63% 66.94% 0.502 -67.61% -5.17% -7.49% 22.87%
SOL 83.85% 81.77% 1.025 -76.25% -6.25% -8.61% 130.77%
GOLD 28.19% 21.71% 1.298 -26.69% -1.78% -2.92% 96.17%
SPX 22.74% 14.91% 1.525 -18.90% -1.20% -1.88% 78.87%
TSLA 47.07% 57.64% 0.817 -53.77% -4.28% -6.64% 94.40%
GOOGL 37.13% 30.96% 1.199 -30.41% -2.31% -3.78% 123.41%
JLP 41.01% 34.76% 1.180 -46.05% -2.72% -3.86% 134.11%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 69.2%, GOLD 28.9%, JLP 1.8%
  • Highest-return tested portfolio: Equal — BTC 12.5%, ETH 12.5%, SOL 12.5%, GOLD 12.5%, SPX 12.5%, TSLA 12.5%, GOOGL 12.5%, JLP 12.5%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 46.4%, GOLD 33.7%, JLP 11.8%, GOOGL 8.1%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 38.7%, JLP 7.0%, GOOGL 4.3%
  • Highest-return single asset: JLP — 134.11%
  • Single-asset dominance ratio: 0.945x

4 Years

Window: 2022-11-02 → 2026-11-01 (1460 rows)

Claude Narrative Report

- Over 4 Years, the strongest asset was BTC (286.36%), while the weakest was ETH (49.34%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.83%.
- That defensive allocation was: SPX 66.5%, GOLD 33.5%.
- The highest-return tested portfolio was Equal, returning 239.58%.
- The best single asset was BTC, returning 286.36%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 1.957.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.14%.
- Single-asset dominance ratio: 1.20x versus the best tested portfolio.
- Interpretation: returns are less dependent on a single asset and are more broadly distributed.

Assets priced in BTC — 4 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1460 rows)

1.674 1.303 0.933 0.563 0.193 2022-11-02 2023-08-20 2024-06-07 2025-03-26 2026-01-12 2026-11-01 GOOGL +15.3% SOL -20.3% GOLD -26.8% SPX -43.5% TSLA -50.6% ETH -61.1%

Assets priced in GOLD — 4 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1460 rows)

3.963 3.023 2.084 1.144 0.205 2022-11-02 2023-08-20 2024-06-07 2025-03-26 2026-01-12 2026-11-01 GOOGL +57.2% BTC +38.2% SOL +10.9% SPX -22.7% TSLA -32.5% ETH -46.1%

Assets priced in SPX — 4 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1460 rows)

4.049 3.103 2.156 1.210 0.264 2022-11-02 2023-08-20 2024-06-07 2025-03-26 2026-01-12 2026-11-01 GOOGL +103.9% BTC +79.2% SOL +43.4% GOLD +29.8% TSLA -12.5% ETH -30.1%

Allocation Model Guide

Equal: splits capital evenly across all selected assets. This is the neutral benchmark.

MinVar: the unconstrained minimum-variance portfolio. It seeks the lowest historical variance and is allowed to put 100% into one asset if that appears safest.

MinVar-C50: also a minimum-variance portfolio, but no asset may exceed 50%. This forces more diversification and is usually more practical.

MaxSharpe: the offensive portfolio. Maximises return per unit of risk (Sharpe ratio), capped at 50% per asset. Where MinVar and MinVar-C50 ask "how do I lose least?", MaxSharpe asks "how do I earn most efficiently?"

How to read this: when MaxSharpe and MinVar-C50 agree on weights, the signal is strong — the market is rewarding diversification. When they diverge sharply, the market is in a momentum-driven regime favouring concentration.

Exact allocations for this timeframe

Equal
BTC: 14.29%
ETH: 14.29%
SOL: 14.29%
GOLD: 14.29%
SPX: 14.29%
TSLA: 14.29%
GOOGL: 14.29%
MinVar
SPX: 66.46%
GOLD: 33.54%
BTC: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 45.38%
GOOGL: 3.37%
BTC: 1.25%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 41.17%
SPX: 35.64%
GOOGL: 13.81%
BTC: 9.10%
SOL: 0.29%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 286.36%
ETH 49.34%
SOL 210.77%
GOLD 136.30%
SPX 101.61%
TSLA 85.98%
GOOGL 224.83%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL
BTC 1.000 0.828 0.739 0.119 0.339 0.277 0.213
ETH 0.828 1.000 0.724 0.105 0.378 0.288 0.253
SOL 0.739 0.724 1.000 0.069 0.308 0.228 0.216
GOLD 0.119 0.105 0.069 1.000 0.146 0.053 0.111
SPX 0.339 0.378 0.308 0.146 1.000 0.574 0.594
TSLA 0.277 0.288 0.228 0.053 0.574 1.000 0.369
GOOGL 0.213 0.253 0.216 0.111 0.594 0.369 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 43.37% 33.06% 1.312 -34.38% -2.55% -3.72% 239.58%
MinVar 22.51% 12.83% 1.754 -12.35% -1.00% -1.58% 117.84%
MinVar-C50 24.28% 13.31% 1.824 -12.14% -1.06% -1.68% 130.12%
MaxSharpe 28.87% 14.76% 1.957 -13.92% -1.23% -1.84% 163.93%

Single-Asset Comparison

This table answers the question: "What if I held 100% of just one asset?"

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 56.50% 46.99% 1.202 -53.06% -3.57% -5.27% 286.36%
ETH 35.45% 64.02% 0.554 -67.61% -4.83% -7.34% 49.34%
SOL 97.78% 89.13% 1.097 -76.25% -6.43% -9.47% 210.77%
GOLD 26.54% 20.09% 1.321 -26.69% -1.51% -2.63% 136.30%
SPX 20.52% 15.02% 1.366 -18.90% -1.23% -1.83% 101.61%
TSLA 38.04% 58.06% 0.655 -53.77% -4.62% -6.92% 85.98%
GOOGL 41.06% 31.42% 1.307 -30.41% -2.32% -3.76% 224.83%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 66.5%, GOLD 33.5%
  • Highest-return tested portfolio: Equal — BTC 14.3%, ETH 14.3%, SOL 14.3%, GOLD 14.3%, SPX 14.3%, TSLA 14.3%, GOOGL 14.3%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 41.2%, SPX 35.6%, GOOGL 13.8%, BTC 9.1%, SOL 0.3%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 45.4%, GOOGL 3.4%, BTC 1.3%
  • Highest-return single asset: BTC — 286.36%
  • Single-asset dominance ratio: 1.195x