Portfolio Analysis Report — 09-08-2026 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: 1461

Date range in cleaned dataset: 2022-08-10 → 2026-08-09

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 64,930.00 47.2 0.37% 2.67% 2.54% Bullish
ETH 1,919.43 44.7 2.56% 13.82% 6.52% Bullish
SOL 76.38 49.2 0.03% 15.19% 1.42% Bullish
HYPE 54.48 37.5 -10.84% -8.46% -11.45% Bearish
GOLD 4,399.70 80.1 9.64% 1.44% 7.32% Overbought
SPX 7,757.64 77.7 4.02% 5.06% 3.43% Overbought
TSLA 328.58 62.8 -13.72% -15.96% -10.17% Bearish
GOOGL 354.30 69.8 2.17% -3.80% 1.04% Bullish
JLP 3.66 49.1 0.50% 9.73% 1.90% Bullish

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 Day 2 n/a SOL n/a n/a n/a
1 Week 8 MaxSharpe GOLD MinVar MaxSharpe MaxSharpe
1 Month 31 MaxSharpe GOLD MinVar MaxSharpe MaxSharpe
3 Months 92 MaxSharpe HYPE MinVar MinVar MaxSharpe
6 Months 184 MaxSharpe HYPE MinVar MinVar MaxSharpe
12 Months 366 MaxSharpe GOOGL MinVar MinVar MaxSharpe
24 Months 731 MaxSharpe HYPE MinVar MinVar-C50 MaxSharpe
3 Years 1097 MaxSharpe SOL MinVar MinVar-C50 MaxSharpe
4 Years 1461 Equal GOOGL MinVar MinVar-C50 MaxSharpe

Min-Variance Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 70.70% 0.00% 0.00% 0.00% 0.00% 0.00% 24.72% 4.58%
1 Month 0.00% 0.00% 0.00% 0.00% 0.00% 79.16% 0.00% 0.00% 20.84%
3 Months 0.83% 0.00% 0.00% 0.00% 6.85% 92.31% 0.00% 0.00% 0.00%
6 Months 0.00% 0.00% 0.00% 0.00% 6.47% 92.19% 0.00% 0.00% 1.34%
12 Months 0.00% 0.00% 0.00% 0.00% 8.28% 91.72% 0.00% 0.00% 0.00%
24 Months 0.00% 0.00% 0.00% 0.00% 29.02% 69.22% 0.00% 0.00% 1.76%
3 Years 0.00% 0.00% 0.00% nan% 31.08% 65.47% 0.00% 0.00% 3.45%
4 Years 0.00% 0.00% 0.00% nan% 38.07% 61.93% 0.00% 0.00% nan%

MinVar-C50 Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 15.17% 50.00% 0.00% 0.00% 0.00% 0.00% 0.00% 19.91% 14.92%
1 Month 0.00% 0.00% 0.00% 0.00% 11.57% 50.00% 0.00% 2.54% 35.89%
3 Months 0.00% 0.00% 0.00% 0.00% 29.54% 50.00% 0.00% 10.15% 10.31%
6 Months 0.00% 0.00% 0.00% 0.00% 27.44% 50.00% 0.00% 7.43% 15.13%
12 Months 0.00% 0.00% 0.00% 0.00% 27.76% 50.00% 0.00% 13.08% 9.16%
24 Months 0.00% 0.00% 0.00% 0.00% 38.10% 50.00% 0.00% 4.98% 6.92%
3 Years 0.00% 0.00% 0.00% nan% 39.11% 50.00% 0.00% 2.97% 7.92%
4 Years 0.87% 0.00% 0.00% nan% 47.69% 50.00% 0.00% 1.45% nan%

MaxSharpe Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 14.17% 4.81% 29.02% 50.00% 2.00% 0.00% 0.00%
1 Month 0.00% 12.12% 0.00% 0.00% 50.00% 37.88% 0.00% 0.00% 0.00%
3 Months 0.00% 0.00% 0.00% 50.00% 0.00% 50.00% 0.00% 0.00% 0.00%
6 Months 0.00% 0.00% 0.00% 28.98% 0.00% 50.00% 0.00% 21.02% 0.00%
12 Months 0.00% 0.00% 0.00% 3.26% 18.34% 36.05% 0.00% 42.35% 0.00%
24 Months 0.00% 0.00% 0.00% 11.17% 44.96% 16.41% 0.00% 27.47% 0.00%
3 Years 0.00% 0.00% 4.76% nan% 47.24% 28.50% 0.00% 19.03% 0.47%
4 Years 7.35% 0.00% 0.20% nan% 50.00% 25.14% 0.00% 17.31% nan%

Stable Allocation Band

Min Avg Max Times > 20% Times < 1%
BTC 0.00% 2.00% 15.17% 0 7
ETH 0.00% 6.25% 50.00% 1 7
SOL 0.00% 0.00% 0.00% 0 8
HYPE 0.00% 0.00% 0.00% 0 6
GOLD 0.00% 27.65% 47.69% 6 1
SPX 0.00% 43.75% 50.00% 7 1
TSLA 0.00% 0.00% 0.00% 0 8
GOOGL 1.45% 7.81% 19.91% 0 0
JLP 6.92% 14.32% 35.89% 1 0

1 Day

Window: 2026-08-08 → 2026-08-09 (2 rows)

Portfolio optimisation is skipped for single-day windows. Showing asset returns and single-asset stats only.

Asset Total Returns

Total Return
BTC 0.04%
ETH 0.20%
SOL 0.54%
HYPE -1.11%
GOLD 0.00%
SPX 0.00%
TSLA 0.00%
GOOGL 0.00%
JLP 0.21%

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 15.29% nan% nan 0.00% 0.04% 0.04% 0.04%
ETH 109.97% nan% nan 0.00% 0.20% 0.20% 0.20%
SOL 605.55% nan% nan 0.00% 0.54% 0.54% 0.54%
HYPE -98.33% nan% nan 0.00% -1.11% -1.11% -1.11%
GOLD 0.00% nan% nan 0.00% 0.00% 0.00% 0.00%
SPX 0.00% nan% nan 0.00% 0.00% 0.00% 0.00%
TSLA 0.00% nan% nan 0.00% 0.00% 0.00% 0.00%
GOOGL 0.00% nan% nan 0.00% 0.00% 0.00% 0.00%
JLP 113.53% nan% nan 0.00% 0.21% 0.21% 0.21%

Assets priced in BTC — 1 Day (normalised to 1.0 at each asset's first real data date · smoothed · 2 rows)

1.022 1.010 0.998 0.986 0.974 2026-08-08 2026-08-09 SOL +0.2% JLP +0.1% ETH +0.1% GOLD -0.0% SPX -0.0% TSLA -0.0% GOOGL -0.0% HYPE -0.6%

Assets priced in GOLD — 1 Day (normalised to 1.0 at each asset's first real data date · smoothed · 2 rows)

1.023 1.011 0.999 0.986 0.974 2026-08-08 2026-08-09 SOL +0.3% JLP +0.1% ETH +0.1% BTC +0.0% SPX +0.0% TSLA +0.0% GOOGL +0.0% HYPE -0.6%

Assets priced in SPX — 1 Day (normalised to 1.0 at each asset's first real data date · smoothed · 2 rows)

1.023 1.011 0.999 0.986 0.974 2026-08-08 2026-08-09 SOL +0.3% JLP +0.1% ETH +0.1% BTC +0.0% GOLD +0.0% TSLA +0.0% GOOGL +0.0% HYPE -0.6%

1 Week

Window: 2026-08-02 → 2026-08-09 (8 rows)

⚠ This window has only 8 rows. Covariance estimates are noisy — treat allocation weights as directional signals, not precise recommendations.

Claude Narrative Report

- Over 1 Week, the strongest asset was GOLD (8.66%), while the weakest was GOOGL (-0.51%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 7.13%.
- That defensive allocation was: ETH 70.7%, GOOGL 24.7%, JLP 4.6%.
- The highest-return tested portfolio was MaxSharpe, returning 5.18%.
- The best single asset was GOLD, returning 8.66%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 91.792.
- The lowest-drawdown tested portfolio was MaxSharpe, with max drawdown of -0.46%.
- Single-asset dominance ratio: 1.67x 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 · 8 rows)

1.083 1.050 1.018 0.985 0.953 2026-08-02 2026-08-03 2026-08-04 2026-08-06 2026-08-07 2026-08-09 GOLD +6.3% TSLA +3.2% HYPE +1.9% SOL +1.4% SPX +1.3% JLP -0.0% ETH -0.4% GOOGL -2.7%

Assets priced in GOLD — 1 Week (normalised to 1.0 at each asset's first real data date · smoothed · 8 rows)

1.071 1.027 0.983 0.939 0.896 2026-08-02 2026-08-03 2026-08-04 2026-08-06 2026-08-07 2026-08-09 TSLA -2.8% HYPE -4.1% SOL -4.6% SPX -4.7% BTC -5.9% JLP -5.9% ETH -6.3% GOOGL -8.4%

Assets priced in SPX — 1 Week (normalised to 1.0 at each asset's first real data date · smoothed · 8 rows)

1.069 1.037 1.005 0.973 0.941 2026-08-02 2026-08-03 2026-08-04 2026-08-06 2026-08-07 2026-08-09 GOLD +4.9% TSLA +1.9% HYPE +0.7% SOL +0.1% BTC -1.3% JLP -1.3% ETH -1.7% GOOGL -3.9%

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
ETH: 70.70%
GOOGL: 24.72%
JLP: 4.58%
BTC: 0.00%
SOL: 0.00%
SPX: 0.00%
TSLA: 0.00%
GOLD: 0.00%
HYPE: 0.00%
MinVar-C50
ETH: 50.00%
GOOGL: 19.91%
BTC: 15.17%
JLP: 14.92%
SPX: 0.00%
TSLA: 0.00%
GOLD: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
GOLD: 29.02%
SOL: 14.17%
HYPE: 4.81%
TSLA: 2.00%
JLP: 0.00%
ETH: 0.00%
GOOGL: 0.00%
BTC: 0.00%

Asset Total Returns

Total Return
BTC 2.28%
ETH 1.96%
SOL 3.99%
HYPE 3.67%
GOLD 8.66%
SPX 3.58%
TSLA 5.58%
GOOGL -0.51%
JLP 2.32%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.665 0.340 0.073 0.856 0.356 0.174 -0.283 0.504
ETH 0.665 1.000 0.161 0.110 0.796 -0.378 -0.606 -0.867 0.295
SOL 0.340 0.161 1.000 0.086 0.153 -0.026 0.128 0.015 0.982
HYPE 0.073 0.110 0.086 1.000 -0.119 0.234 -0.199 0.163 0.071
GOLD 0.856 0.796 0.153 -0.119 1.000 -0.045 -0.070 -0.616 0.329
SPX 0.356 -0.378 -0.026 0.234 -0.045 1.000 0.789 0.726 0.010
TSLA 0.174 -0.606 0.128 -0.199 -0.070 0.789 1.000 0.782 0.132
GOOGL -0.283 -0.867 0.015 0.163 -0.616 0.726 0.782 1.000 -0.078
JLP 0.504 0.295 0.982 0.071 0.329 0.010 0.132 -0.078 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 521.70% 13.31% 39.197 -0.79% -0.55% -0.79% 3.55%
MinVar 110.44% 7.13% 15.482 -0.53% -0.32% -0.53% 1.43%
MinVar-C50 132.18% 7.59% 17.403 -0.59% -0.37% -0.59% 1.62%
MaxSharpe 1303.39% 14.20% 91.792 -0.46% -0.31% -0.46% 5.18%

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 225.87% 11.19% 20.191 -0.52% -0.37% -0.52% 2.28%
ETH 179.55% 19.15% 9.377 -0.23% -0.97% -1.29% 1.96%
SOL 697.44% 29.08% 23.983 -1.87% -1.30% -1.87% 3.99%
HYPE 626.02% 49.52% 12.642 -4.93% -2.94% -3.63% 3.67%
GOLD 7880.43% 34.53% 228.221 -0.09% -0.29% -0.38% 8.66%
SPX 531.57% 15.67% 33.915 -0.34% -0.17% -0.18% 3.58%
TSLA 1696.41% 36.60% 46.356 -2.39% -1.43% -1.77% 5.58%
GOOGL -14.36% 51.66% -0.278 -6.18% -3.21% -4.03% -0.51%
JLP 233.25% 13.97% 16.701 -0.91% -0.64% -0.91% 2.32%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — ETH 70.7%, GOOGL 24.7%, JLP 4.6%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, GOLD 29.0%, SOL 14.2%, HYPE 4.8%, TSLA 2.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, GOLD 29.0%, SOL 14.2%, HYPE 4.8%, TSLA 2.0%
  • Lowest-drawdown tested portfolio: MaxSharpe — SPX 50.0%, GOLD 29.0%, SOL 14.2%, HYPE 4.8%, TSLA 2.0%
  • Highest-return single asset: GOLD — 8.66%
  • Single-asset dominance ratio: 1.672x

1 Month

Window: 2026-07-10 → 2026-08-09 (31 rows)

Claude Narrative Report

- Over 1 Month, the strongest asset was GOLD (7.20%), while the weakest was TSLA (-19.42%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.25%.
- That defensive allocation was: SPX 79.2%, JLP 20.8%.
- The highest-return tested portfolio was MaxSharpe, returning 5.43%.
- The best single asset was GOLD, returning 7.20%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 4.961.
- The lowest-drawdown tested portfolio was MaxSharpe, with max drawdown of -2.41%.
- Single-asset dominance ratio: 1.33x 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 · 31 rows)

1.092 1.001 0.909 0.817 0.725 2026-07-10 2026-07-16 2026-07-22 2026-07-28 2026-08-03 2026-08-09 ETH +5.5% GOLD +5.2% SPX +1.3% GOOGL -1.5% JLP -2.1% SOL -5.3% HYPE -19.4% TSLA -20.7%

Assets priced in GOLD — 1 Month (normalised to 1.0 at each asset's first real data date · smoothed · 31 rows)

1.103 1.008 0.912 0.817 0.722 2026-07-10 2026-07-16 2026-07-22 2026-07-28 2026-08-03 2026-08-09 ETH +0.3% SPX -3.7% BTC -5.0% GOOGL -6.4% JLP -7.0% SOL -10.0% HYPE -23.3% TSLA -24.7%

Assets priced in SPX — 1 Month (normalised to 1.0 at each asset's first real data date · smoothed · 31 rows)

1.116 1.021 0.927 0.833 0.738 2026-07-10 2026-07-16 2026-07-22 2026-07-28 2026-08-03 2026-08-09 ETH +4.2% GOLD +3.9% BTC -1.3% GOOGL -2.7% JLP -3.4% SOL -6.5% HYPE -20.4% TSLA -21.7%

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: 79.16%
JLP: 20.84%
GOLD: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%
GOOGL: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
JLP: 35.89%
GOLD: 11.57%
GOOGL: 2.54%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MaxSharpe ▲
GOLD: 50.00%
SPX: 37.88%
ETH: 12.12%
GOOGL: 0.00%
BTC: 0.00%
JLP: 0.00%
SOL: 0.00%
HYPE: 0.00%
TSLA: 0.00%

Asset Total Returns

Total Return
BTC 1.25%
ETH 6.89%
SOL -2.16%
HYPE -19.30%
GOLD 7.20%
SPX 2.41%
TSLA -19.42%
GOOGL -0.81%
JLP -0.12%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.877 0.836 0.653 0.561 0.303 0.364 -0.019 0.912
ETH 0.877 1.000 0.816 0.685 0.455 0.219 0.309 0.108 0.881
SOL 0.836 0.816 1.000 0.688 0.455 0.263 0.378 0.119 0.984
HYPE 0.653 0.685 0.688 1.000 0.382 0.374 0.249 0.175 0.717
GOLD 0.561 0.455 0.455 0.382 1.000 0.386 0.465 -0.067 0.502
SPX 0.303 0.219 0.263 0.374 0.386 1.000 0.725 0.477 0.289
TSLA 0.364 0.309 0.378 0.249 0.465 0.725 1.000 0.541 0.389
GOOGL -0.019 0.108 0.119 0.175 -0.067 0.477 0.541 1.000 0.103
JLP 0.912 0.881 0.984 0.717 0.502 0.289 0.389 0.103 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -26.44% 26.65% -0.992 -7.45% -2.63% -3.45% -2.77%
MinVar 26.93% 13.25% 2.033 -3.15% -1.12% -1.25% 1.91%
MinVar-C50 29.09% 14.47% 2.011 -2.76% -1.27% -1.52% 2.04%
MaxSharpe 93.67% 18.88% 4.961 -2.41% -1.57% -1.92% 5.43%

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 20.80% 27.93% 0.745 -5.63% -2.43% -2.71% 1.25%
ETH 142.51% 39.69% 3.590 -5.63% -2.95% -3.09% 6.89%
SOL -18.55% 35.41% -0.524 -7.99% -2.62% -2.92% -2.16%
HYPE -91.13% 60.95% -1.495 -22.53% -5.93% -7.61% -19.30%
GOLD 141.24% 26.81% 5.267 -2.89% -1.98% -2.51% 7.20%
SPX 34.82% 14.07% 2.475 -3.42% -1.12% -1.36% 2.41%
TSLA -91.27% 60.10% -1.519 -26.84% -3.09% -8.86% -19.42%
GOOGL 2.25% 49.91% 0.045 -14.35% -4.25% -5.79% -0.81%
JLP 0.95% 22.31% 0.042 -4.61% -1.78% -1.95% -0.12%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 79.2%, JLP 20.8%
  • Highest-return tested portfolio: MaxSharpe — GOLD 50.0%, SPX 37.9%, ETH 12.1%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 50.0%, SPX 37.9%, ETH 12.1%
  • Lowest-drawdown tested portfolio: MaxSharpe — GOLD 50.0%, SPX 37.9%, ETH 12.1%
  • Highest-return single asset: GOLD — 7.20%
  • Single-asset dominance ratio: 1.325x

3 Months

Window: 2026-05-10 → 2026-08-09 (92 rows)

Claude Narrative Report

- Over 3 Months, the strongest asset was HYPE (26.81%), while the weakest was TSLA (-23.29%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.58%.
- That defensive allocation was: SPX 92.3%, GOLD 6.8%, BTC 0.8%.
- The highest-return tested portfolio was MaxSharpe, returning 18.41%.
- The best single asset was HYPE, returning 26.81%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.422.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -4.81%.
- Single-asset dominance ratio: 1.46x 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 · 92 rows)

2.180 1.836 1.493 1.150 0.807 2026-05-10 2026-05-28 2026-06-15 2026-07-03 2026-07-21 2026-08-09 HYPE +62.3% SPX +31.8% GOOGL +14.0% GOLD +13.4% JLP +10.2% ETH +2.4% SOL -1.8% TSLA -4.8%

Assets priced in GOLD — 3 Months (normalised to 1.0 at each asset's first real data date · smoothed · 92 rows)

1.884 1.586 1.288 0.990 0.692 2026-05-10 2026-05-28 2026-06-15 2026-07-03 2026-07-21 2026-08-09 HYPE +43.3% SPX +16.3% GOOGL +0.6% JLP -2.7% ETH -9.7% BTC -11.7% SOL -13.4% TSLA -16.0%

Assets priced in SPX — 3 Months (normalised to 1.0 at each asset's first real data date · smoothed · 92 rows)

1.637 1.381 1.126 0.870 0.614 2026-05-10 2026-05-28 2026-06-15 2026-07-03 2026-07-21 2026-08-09 HYPE +23.2% GOOGL -13.5% GOLD -14.0% JLP -16.4% ETH -22.3% BTC -24.1% SOL -25.5% TSLA -27.8%

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: 92.31%
GOLD: 6.85%
BTC: 0.83%
JLP: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 29.54%
JLP: 10.31%
GOOGL: 10.15%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
HYPE: 50.00%
GOLD: 0.00%
GOOGL: 0.00%
JLP: 0.00%
ETH: 0.00%
BTC: 0.00%
TSLA: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -20.95%
ETH -18.98%
SOL -20.79%
HYPE 26.81%
GOLD -6.79%
SPX 4.85%
TSLA -23.29%
GOOGL -11.55%
JLP -12.45%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.881 0.831 0.457 0.442 0.344 0.267 0.114 0.892
ETH 0.881 1.000 0.844 0.516 0.409 0.398 0.249 0.175 0.891
SOL 0.831 0.844 1.000 0.562 0.413 0.385 0.331 0.170 0.990
HYPE 0.457 0.516 0.562 1.000 0.210 0.339 0.230 0.088 0.562
GOLD 0.442 0.409 0.413 0.210 1.000 0.429 0.363 0.073 0.426
SPX 0.344 0.398 0.385 0.339 0.429 1.000 0.697 0.457 0.396
TSLA 0.267 0.249 0.331 0.230 0.363 0.697 1.000 0.397 0.331
GOOGL 0.114 0.175 0.170 0.088 0.073 0.457 0.397 1.000 0.168
JLP 0.892 0.891 0.990 0.562 0.426 0.396 0.331 0.168 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -27.17% 31.33% -0.867 -14.64% -2.75% -3.79% -8.72%
MinVar 17.27% 13.58% 1.272 -4.81% -1.32% -1.72% 3.82%
MinVar-C50 -6.48% 15.57% -0.416 -8.63% -1.45% -2.09% -1.95%
MaxSharpe 124.01% 51.21% 2.422 -16.65% -4.24% -5.20% 18.41%

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 -58.72% 34.13% -1.721 -28.35% -2.81% -4.21% -20.95%
ETH -51.56% 48.85% -1.055 -33.11% -3.17% -5.62% -18.98%
SOL -55.15% 51.79% -1.065 -36.12% -3.40% -5.44% -20.79%
HYPE 310.77% 96.97% 3.205 -30.05% -6.77% -9.48% 26.81%
GOLD -22.15% 25.33% -0.875 -15.54% -2.61% -3.15% -6.79%
SPX 22.04% 13.69% 1.610 -4.50% -1.23% -1.69% 4.85%
TSLA -59.48% 56.05% -1.061 -33.00% -4.66% -7.82% -23.29%
GOOGL -34.36% 37.91% -0.906 -21.05% -3.45% -4.89% -11.55%
JLP -38.41% 31.30% -1.227 -23.60% -2.06% -3.30% -12.45%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 92.3%, GOLD 6.8%, BTC 0.8%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, HYPE 50.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, HYPE 50.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 92.3%, GOLD 6.8%, BTC 0.8%
  • Highest-return single asset: HYPE — 26.81%
  • Single-asset dominance ratio: 1.456x

6 Months

Window: 2026-02-07 → 2026-08-09 (184 rows)

Claude Narrative Report

- Over 6 Months, the strongest asset was HYPE (73.26%), while the weakest was TSLA (-20.07%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 14.07%.
- That defensive allocation was: SPX 92.2%, GOLD 6.5%, JLP 1.3%.
- The highest-return tested portfolio was MaxSharpe, returning 31.68%.
- The best single asset was HYPE, returning 73.26%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.670.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -8.86%.
- Single-asset dominance ratio: 2.31x 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 · 184 rows)

2.435 1.999 1.563 1.127 0.691 2026-02-07 2026-03-15 2026-04-21 2026-05-27 2026-07-03 2026-08-09 HYPE +93.7% SPX +16.7% GOOGL +15.2% JLP +3.8% ETH -2.7% SOL -8.2% GOLD -10.7% TSLA -13.3%

Assets priced in GOLD — 6 Months (normalised to 1.0 at each asset's first real data date · smoothed · 184 rows)

2.631 2.167 1.702 1.237 0.773 2026-02-07 2026-03-15 2026-04-21 2026-05-27 2026-07-03 2026-08-09 HYPE +117.2% SPX +30.7% GOOGL +29.0% JLP +16.2% BTC +12.0% ETH +9.0% SOL +2.8% TSLA -2.8%

Assets priced in SPX — 6 Months (normalised to 1.0 at each asset's first real data date · smoothed · 184 rows)

2.059 1.700 1.341 0.983 0.624 2026-02-07 2026-03-15 2026-04-21 2026-05-27 2026-07-03 2026-08-09 HYPE +66.1% GOOGL -1.3% JLP -11.1% BTC -14.3% ETH -16.6% SOL -21.3% GOLD -23.5% TSLA -25.7%

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: 92.19%
GOLD: 6.47%
JLP: 1.34%
BTC: 0.00%
GOOGL: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 27.44%
JLP: 15.13%
GOOGL: 7.43%
BTC: 0.00%
SOL: 0.00%
TSLA: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
HYPE: 28.98%
GOOGL: 21.02%
GOLD: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%

Asset Total Returns

Total Return
BTC -6.28%
ETH -8.19%
SOL -12.85%
HYPE 73.26%
GOLD -11.14%
SPX 11.91%
TSLA -20.07%
GOOGL 9.88%
JLP -2.27%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.906 0.856 0.475 0.235 0.394 0.298 0.182 0.912
ETH 0.906 1.000 0.860 0.513 0.227 0.400 0.292 0.190 0.910
SOL 0.856 0.860 1.000 0.514 0.179 0.360 0.310 0.162 0.990
HYPE 0.475 0.513 0.514 1.000 0.127 0.259 0.211 0.091 0.528
GOLD 0.235 0.227 0.179 0.127 1.000 0.399 0.335 0.222 0.198
SPX 0.394 0.400 0.360 0.259 0.399 1.000 0.655 0.575 0.381
TSLA 0.298 0.292 0.310 0.211 0.335 0.655 1.000 0.410 0.322
GOOGL 0.182 0.190 0.162 0.091 0.222 0.575 0.410 1.000 0.173
JLP 0.912 0.910 0.990 0.528 0.198 0.381 0.322 0.173 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 14.68% 31.17% 0.471 -14.81% -2.62% -3.42% 4.55%
MinVar 22.57% 14.07% 1.603 -8.86% -1.39% -1.66% 10.20%
MinVar-C50 8.74% 16.28% 0.537 -9.20% -1.49% -2.01% 3.60%
MaxSharpe 81.25% 30.43% 2.670 -11.38% -2.44% -3.13% 31.68%

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 -5.43% 38.51% -0.141 -28.71% -3.06% -4.03% -6.28%
ETH -2.66% 53.83% -0.049 -35.37% -3.99% -5.61% -8.19%
SOL -11.37% 55.76% -0.204 -36.12% -4.24% -5.51% -12.85%
HYPE 332.14% 86.59% 3.836 -30.05% -6.21% -8.52% 73.26%
GOLD -17.86% 27.84% -0.642 -24.72% -2.77% -3.57% -11.14%
SPX 26.41% 14.18% 1.862 -8.92% -1.36% -1.66% 11.91%
TSLA -28.22% 47.71% -0.592 -33.00% -3.58% -6.05% -20.07%
GOOGL 28.64% 36.04% 0.795 -21.05% -2.50% -3.98% 9.88%
JLP 1.21% 34.18% 0.035 -23.60% -2.45% -3.39% -2.27%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 92.2%, GOLD 6.5%, JLP 1.3%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, HYPE 29.0%, GOOGL 21.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, HYPE 29.0%, GOOGL 21.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 92.2%, GOLD 6.5%, JLP 1.3%
  • Highest-return single asset: HYPE — 73.26%
  • Single-asset dominance ratio: 2.312x

12 Months

Window: 2025-08-09 → 2026-08-09 (366 rows)

Claude Narrative Report

- Over 12 Months, the strongest asset was GOOGL (76.40%), while the weakest was SOL (-57.61%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.64%.
- That defensive allocation was: SPX 91.7%, GOLD 8.3%.
- The highest-return tested portfolio was MaxSharpe, returning 47.88%.
- The best single asset was GOOGL, returning 76.40%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.617.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -9.44%.
- Single-asset dominance ratio: 1.60x 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 · 366 rows)

3.498 2.742 1.986 1.230 0.474 2025-08-09 2025-10-21 2026-01-02 2026-03-16 2026-05-28 2026-08-09 GOOGL +221.1% HYPE +158.1% GOLD +119.1% SPX +116.1% TSLA +103.2% JLP +29.5% ETH -21.9% SOL -22.7%

Assets priced in GOLD — 12 Months (normalised to 1.0 at each asset's first real data date · smoothed · 366 rows)

1.580 1.240 0.901 0.562 0.223 2025-08-09 2025-10-21 2026-01-02 2026-03-16 2026-05-28 2026-08-09 GOOGL +46.5% HYPE +17.8% SPX -1.3% TSLA -7.3% JLP -40.9% BTC -54.3% ETH -64.3% SOL -64.7%

Assets priced in SPX — 12 Months (normalised to 1.0 at each asset's first real data date · smoothed · 366 rows)

1.705 1.335 0.965 0.595 0.225 2025-08-09 2025-10-21 2026-01-02 2026-03-16 2026-05-28 2026-08-09 GOOGL +48.5% HYPE +19.4% GOLD +1.4% TSLA -6.1% JLP -40.1% BTC -53.7% ETH -63.8% SOL -64.2%

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: 91.72%
GOLD: 8.28%
GOOGL: 0.00%
JLP: 0.00%
BTC: 0.00%
TSLA: 0.00%
HYPE: 0.00%
SOL: 0.00%
ETH: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 27.76%
GOOGL: 13.08%
JLP: 9.16%
BTC: 0.00%
TSLA: 0.00%
HYPE: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOOGL: 42.35%
SPX: 36.05%
GOLD: 18.34%
HYPE: 3.26%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -44.27%
ETH -54.98%
SOL -57.61%
HYPE 24.71%
GOLD 27.93%
SPX 21.41%
TSLA -0.32%
GOOGL 76.40%
JLP -28.55%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.884 0.845 0.487 0.158 0.454 0.306 0.144 0.905
ETH 0.884 1.000 0.891 0.544 0.150 0.461 0.307 0.194 0.922
SOL 0.845 0.891 1.000 0.565 0.117 0.421 0.297 0.155 0.982
HYPE 0.487 0.544 0.565 1.000 0.128 0.284 0.172 0.094 0.565
GOLD 0.158 0.150 0.117 0.128 1.000 0.273 0.194 0.166 0.146
SPX 0.454 0.461 0.421 0.284 0.273 1.000 0.616 0.540 0.442
TSLA 0.306 0.307 0.297 0.172 0.194 0.616 1.000 0.409 0.317
GOOGL 0.144 0.194 0.155 0.094 0.166 0.540 0.409 1.000 0.160
JLP 0.905 0.922 0.982 0.565 0.146 0.442 0.317 0.160 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -0.81% 34.86% -0.023 -28.88% -2.83% -4.00% -6.65%
MinVar 23.29% 12.64% 1.842 -9.44% -1.18% -1.58% 22.31%
MinVar-C50 26.87% 15.36% 1.749 -12.50% -1.36% -1.94% 25.38%
MaxSharpe 50.65% 19.36% 2.617 -13.26% -1.48% -2.07% 47.88%

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 -38.78% 43.21% -0.897 -53.06% -3.66% -5.24% -44.27%
ETH -44.44% 64.85% -0.685 -67.61% -5.19% -7.78% -54.98%
SOL -45.88% 69.73% -0.658 -74.89% -5.56% -8.14% -57.61%
HYPE 94.76% 95.33% 0.994 -64.19% -7.00% -9.38% 24.71%
GOLD 33.33% 28.60% 1.166 -25.06% -2.41% -3.85% 27.93%
SPX 22.42% 12.85% 1.744 -9.10% -1.20% -1.62% 21.41%
TSLA 10.96% 46.20% 0.237 -39.10% -3.80% -5.54% -0.32%
GOOGL 85.80% 32.50% 2.640 -21.05% -2.33% -3.30% 76.40%
JLP -23.15% 38.17% -0.606 -46.05% -2.90% -4.37% -28.55%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 91.7%, GOLD 8.3%
  • Highest-return tested portfolio: MaxSharpe — GOOGL 42.3%, SPX 36.0%, GOLD 18.3%, HYPE 3.3%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOOGL 42.3%, SPX 36.0%, GOLD 18.3%, HYPE 3.3%
  • Lowest-drawdown tested portfolio: MinVar — SPX 91.7%, GOLD 8.3%
  • Highest-return single asset: GOOGL — 76.40%
  • Single-asset dominance ratio: 1.596x

24 Months

Window: 2024-08-09 → 2026-08-09 (731 rows)

Claude Narrative Report

- Over 24 Months, the strongest asset was HYPE (796.11%), while the weakest was SOL (-51.18%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 14.18%.
- That defensive allocation was: SPX 69.2%, GOLD 29.0%, JLP 1.8%.
- The highest-return tested portfolio was MaxSharpe, returning 150.57%.
- The best single asset was HYPE, returning 796.11%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.882.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.12%.
- Single-asset dominance ratio: 5.29x 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 · 731 rows · dotted = backfilled prefix: HYPE)

16.333 11.999 7.666 3.333 -1.000 2024-08-09 2025-01-02 2025-05-28 2025-10-21 2026-03-16 2026-08-09 HYPE +1388.8% (from 2024-11-22) GOOGL +104.7% TSLA +78.0% GOLD +60.1% SPX +28.6% JLP +2.2% ETH -34.6% SOL -55.2%

Assets priced in GOLD — 24 Months (normalised to 1.0 at each asset's first real data date · smoothed · 731 rows · dotted = backfilled prefix: HYPE)

6.947 5.128 3.309 1.490 -0.329 2024-08-09 2025-01-02 2025-05-28 2025-10-21 2026-03-16 2026-08-09 HYPE +534.1% (from 2024-11-22) GOOGL +27.8% TSLA +11.2% SPX -19.8% JLP -36.1% BTC -37.4% ETH -59.0% SOL -72.0%

Assets priced in SPX — 24 Months (normalised to 1.0 at each asset's first real data date · smoothed · 731 rows · dotted = backfilled prefix: HYPE)

8.657 6.392 4.126 1.861 -0.405 2024-08-09 2025-01-02 2025-05-28 2025-10-21 2026-03-16 2026-08-09 HYPE +690.2% (from 2024-11-22) GOOGL +59.7% TSLA +39.0% GOLD +25.0% JLP -20.2% BTC -21.6% ETH -48.8% SOL -65.0%

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: 69.22%
GOLD: 29.02%
JLP: 1.76%
GOOGL: 0.00%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 38.10%
JLP: 6.92%
GOOGL: 4.98%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
HYPE: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 44.96%
GOOGL: 27.47%
SPX: 16.41%
HYPE: 11.17%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC 6.65%
ETH -26.16%
SOL -51.18%
HYPE 796.11%
GOLD 80.90%
SPX 45.16%
TSLA 64.29%
GOOGL 118.14%
JLP 12.63%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.825 0.791 0.425 0.105 0.387 0.365 0.240 0.846
ETH 0.825 1.000 0.801 0.466 0.064 0.413 0.368 0.271 0.853
SOL 0.791 0.801 1.000 0.455 0.065 0.353 0.330 0.220 0.956
HYPE 0.425 0.466 0.455 1.000 0.089 0.222 0.187 0.158 0.491
GOLD 0.105 0.064 0.065 0.089 1.000 0.127 0.076 0.105 0.074
SPX 0.387 0.413 0.353 0.222 0.127 1.000 0.639 0.584 0.372
TSLA 0.365 0.368 0.330 0.187 0.076 0.639 1.000 0.462 0.339
GOOGL 0.240 0.271 0.220 0.158 0.105 0.584 0.462 1.000 0.235
JLP 0.846 0.853 0.956 0.491 0.074 0.372 0.339 0.235 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 44.39% 36.87% 1.204 -35.51% -2.85% -4.07% 82.12%
MinVar 26.45% 14.18% 1.866 -13.26% -1.04% -1.78% 56.74%
MinVar-C50 28.98% 14.70% 1.972 -12.12% -1.14% -1.85% 62.82%
MaxSharpe 61.97% 21.50% 2.882 -16.93% -1.62% -2.38% 150.57%

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 14.02% 44.54% 0.315 -53.06% -3.57% -5.03% 6.65%
ETH 8.80% 68.97% 0.128 -67.61% -5.33% -7.92% -26.16%
SOL -6.35% 76.68% -0.083 -76.25% -5.95% -8.49% -51.18%
HYPE 411.24% 106.05% 3.878 -68.37% -7.49% -10.45% 796.11%
GOLD 38.43% 23.89% 1.609 -25.06% -1.85% -3.21% 80.90%
SPX 22.07% 16.25% 1.359 -18.90% -1.28% -2.04% 45.16%
TSLA 53.31% 60.27% 0.884 -53.77% -4.66% -6.90% 64.29%
GOOGL 55.27% 31.76% 1.740 -29.81% -2.35% -3.68% 118.14%
JLP 13.86% 37.56% 0.369 -46.05% -2.88% -4.27% 12.63%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 69.2%, GOLD 29.0%, JLP 1.8%
  • Highest-return tested portfolio: MaxSharpe — GOLD 45.0%, GOOGL 27.5%, SPX 16.4%, HYPE 11.2%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 45.0%, GOOGL 27.5%, SPX 16.4%, HYPE 11.2%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 38.1%, JLP 6.9%, GOOGL 5.0%
  • Highest-return single asset: HYPE — 796.11%
  • Single-asset dominance ratio: 5.287x

3 Years

Window: 2023-08-09 → 2026-08-09 (1097 rows)

Claude Narrative Report

- Over 3 Years, the strongest asset was SOL (213.31%), while the weakest was ETH (3.51%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.95%.
- That defensive allocation was: SPX 65.5%, GOLD 31.1%, JLP 3.5%.
- The highest-return tested portfolio was MaxSharpe, returning 141.41%.
- The best single asset was SOL, returning 213.31%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.298.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.10%.
- Single-asset dominance ratio: 1.51x 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 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1097 rows · dotted = backfilled prefix: JLP)

3.192 2.428 1.664 0.899 0.135 2023-08-09 2024-03-15 2024-10-20 2025-05-27 2026-01-01 2026-08-09 SOL +39.5% JLP +26.4% (from 2023-12-20) GOOGL +18.1% GOLD -1.5% SPX -29.5% TSLA -31.7% ETH -54.2%

Assets priced in GOLD — 3 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1097 rows · dotted = backfilled prefix: JLP)

5.872 4.395 2.917 1.440 -0.038 2023-08-09 2024-03-15 2024-10-20 2025-05-27 2026-01-01 2026-08-09 SOL +42.0% GOOGL +20.2% BTC +1.9% JLP -7.5% (from 2023-12-20) SPX -28.4% TSLA -30.6% ETH -53.4%

Assets priced in SPX — 3 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1097 rows · dotted = backfilled prefix: JLP)

6.119 4.630 3.141 1.652 0.164 2023-08-09 2024-03-15 2024-10-20 2025-05-27 2026-01-01 2026-08-09 SOL +100.2% GOOGL +68.0% BTC +43.7% GOLD +41.0% JLP +28.7% (from 2023-12-20) TSLA -2.6% ETH -34.0%

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: 65.47%
GOLD: 31.08%
JLP: 3.45%
GOOGL: 0.00%
BTC: 0.00%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 39.11%
JLP: 7.92%
GOOGL: 2.97%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 47.24%
SPX: 28.50%
GOOGL: 19.03%
SOL: 4.76%
JLP: 0.47%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 119.64%
ETH 3.51%
SOL 213.31%
GOLD 129.70%
SPX 73.64%
TSLA 35.67%
GOOGL 175.68%
JLP 97.43%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.811 0.743 0.085 0.333 0.279 0.178 0.735
ETH 0.811 1.000 0.721 0.078 0.371 0.290 0.229 0.776
SOL 0.743 0.721 1.000 0.044 0.304 0.237 0.185 0.802
GOLD 0.085 0.078 0.044 1.000 0.133 0.062 0.092 0.075
SPX 0.333 0.371 0.304 0.133 1.000 0.596 0.584 0.344
TSLA 0.279 0.290 0.237 0.062 0.596 1.000 0.391 0.280
GOOGL 0.178 0.229 0.185 0.092 0.584 0.391 1.000 0.199
JLP 0.735 0.776 0.802 0.075 0.344 0.280 0.199 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 40.95% 31.73% 1.291 -33.39% -2.53% -3.60% 141.16%
MinVar 25.92% 12.95% 2.002 -12.82% -0.98% -1.61% 94.83%
MinVar-C50 28.19% 13.27% 2.124 -12.10% -1.03% -1.67% 105.29%
MaxSharpe 35.74% 15.56% 2.298 -14.52% -1.27% -1.97% 141.41%

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 44.97% 46.90% 0.959 -53.06% -3.68% -5.32% 119.64%
ETH 25.37% 65.85% 0.385 -67.61% -5.19% -7.51% 3.51%
SOL 105.16% 82.81% 1.270 -76.25% -6.17% -8.61% 213.31%
GOLD 34.90% 21.08% 1.655 -25.06% -1.59% -2.82% 129.70%
SPX 21.54% 15.06% 1.430 -18.90% -1.23% -1.89% 73.64%
TSLA 30.94% 58.30% 0.531 -53.77% -4.43% -6.73% 35.67%
GOOGL 46.80% 30.47% 1.536 -29.81% -2.29% -3.67% 175.68%
JLP 32.56% 33.32% 0.977 -46.05% -2.61% -3.82% 97.43%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 65.5%, GOLD 31.1%, JLP 3.5%
  • Highest-return tested portfolio: MaxSharpe — GOLD 47.2%, SPX 28.5%, GOOGL 19.0%, SOL 4.8%, JLP 0.5%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 47.2%, SPX 28.5%, GOOGL 19.0%, SOL 4.8%, JLP 0.5%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 39.1%, JLP 7.9%, GOOGL 3.0%
  • Highest-return single asset: SOL — 213.31%
  • Single-asset dominance ratio: 1.508x

4 Years

Window: 2022-08-10 → 2026-08-09 (1461 rows)

Claude Narrative Report

- Over 4 Years, the strongest asset was GOOGL (198.61%), while the weakest was ETH (3.66%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.33%.
- That defensive allocation was: SPX 61.9%, GOLD 38.1%.
- The highest-return tested portfolio was Equal, returning 159.73%.
- The best single asset was GOOGL, returning 198.61%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 1.823.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.79%.
- Single-asset dominance ratio: 1.24x 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 · 1461 rows)

1.445 1.126 0.806 0.487 0.168 2022-08-10 2023-05-29 2024-03-16 2025-01-02 2025-10-21 2026-08-09 GOOGL +0.3% GOLD -12.0% SOL -33.6% SPX -40.5% TSLA -54.0% ETH -62.6%

Assets priced in GOLD — 4 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1461 rows)

3.149 2.407 1.664 0.922 0.180 2022-08-10 2023-05-29 2024-03-16 2025-01-02 2025-10-21 2026-08-09 GOOGL +14.8% BTC +14.3% SOL -24.3% SPX -32.1% TSLA -47.6% ETH -57.2%

Assets priced in SPX — 4 Years (normalised to 1.0 at each asset's first real data date · smoothed · 1461 rows)

3.293 2.528 1.764 0.999 0.234 2022-08-10 2023-05-29 2024-03-16 2025-01-02 2025-10-21 2026-08-09 BTC +70.0% GOOGL +68.7% GOLD +49.4% SOL +12.9% TSLA -22.2% ETH -36.2%

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: 14.29%
ETH: 14.29%
SOL: 14.29%
GOLD: 14.29%
SPX: 14.29%
TSLA: 14.29%
GOOGL: 14.29%
MinVar
SPX: 61.93%
GOLD: 38.07%
BTC: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 47.69%
GOOGL: 1.45%
BTC: 0.87%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 50.00%
SPX: 25.14%
GOOGL: 17.31%
BTC: 7.35%
SOL: 0.20%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 171.13%
ETH 3.66%
SOL 80.29%
GOLD 145.03%
SPX 84.26%
TSLA 11.63%
GOOGL 198.61%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL
BTC 1.000 0.825 0.738 0.114 0.357 0.274 0.228
ETH 0.825 1.000 0.724 0.100 0.385 0.282 0.263
SOL 0.738 0.724 1.000 0.069 0.315 0.229 0.227
GOLD 0.114 0.100 0.069 1.000 0.158 0.049 0.116
SPX 0.357 0.385 0.315 0.158 1.000 0.570 0.627
TSLA 0.274 0.282 0.229 0.049 0.570 1.000 0.383
GOOGL 0.228 0.263 0.227 0.116 0.627 0.383 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 34.25% 33.50% 1.023 -39.86% -2.58% -3.84% 159.73%
MinVar 21.56% 13.33% 1.617 -13.42% -1.02% -1.67% 110.73%
MinVar-C50 22.96% 13.60% 1.689 -12.79% -1.09% -1.72% 120.31%
MaxSharpe 28.03% 15.37% 1.823 -14.90% -1.28% -1.94% 156.28%

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 43.61% 47.54% 0.917 -53.06% -3.62% -5.48% 171.13%
ETH 24.43% 64.91% 0.376 -67.61% -5.00% -7.70% 3.66%
SOL 73.48% 89.66% 0.819 -79.24% -6.44% -9.63% 80.29%
GOLD 27.57% 19.64% 1.403 -25.06% -1.49% -2.55% 145.03%
SPX 18.00% 16.01% 1.124 -18.90% -1.36% -1.98% 84.26%
TSLA 21.88% 58.56% 0.374 -65.05% -4.78% -7.08% 11.63%
GOOGL 38.20% 31.69% 1.205 -31.66% -2.40% -3.82% 198.61%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 61.9%, GOLD 38.1%
  • 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 50.0%, SPX 25.1%, GOOGL 17.3%, BTC 7.3%, SOL 0.2%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 47.7%, GOOGL 1.4%, BTC 0.9%
  • Highest-return single asset: GOOGL — 198.61%
  • Single-asset dominance ratio: 1.243x