Portfolio Analysis Report — 30-08-2026 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: 1460

Date range in cleaned dataset: 2022-08-31 → 2026-08-30

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 78,176.00 81.9 20.45% 30.42% 16.68% Overbought
ETH 2,459.40 79.3 28.39% 56.49% 22.68% Overbought
SOL 105.12 82.9 38.37% 49.30% 31.15% Overbought
HYPE 83.32 81.1 51.23% 35.41% 33.02% Overbought
GOLD 4,529.90 65.0 4.36% 11.06% 6.48% Bullish
SPX 7,730.99 41.3 -0.34% 5.13% 1.65% Mixed
TSLA 354.81 58.7 7.98% -6.56% 2.68% Bullish
GOOGL 340.65 37.8 -3.85% 0.97% -1.77% Bearish
JLP 4.48 84.1 22.66% 31.84% 18.83% Overbought

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 SOL MinVar MinVar MaxSharpe
1 Month 30 Equal HYPE MinVar MinVar-C50 Equal
3 Months 91 MaxSharpe SOL 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 SOL MinVar MinVar-C50 MaxSharpe
4 Years 1460 Equal BTC MinVar MinVar MaxSharpe

Min-Variance Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 7.57% 0.00% 0.00% 0.00% 66.89% 0.00% 25.54% 0.00%
1 Month 2.48% 0.00% 0.00% 0.00% 11.09% 86.43% 0.00% 0.00% 0.00%
3 Months 0.00% 0.00% 0.00% 0.00% 9.48% 90.52% 0.00% 0.00% 0.00%
6 Months 0.00% 0.00% 0.00% 0.00% 7.07% 90.79% 0.00% 0.00% 2.14%
12 Months 0.00% 0.00% 0.00% 0.00% 8.26% 91.74% 0.00% 0.00% 0.00%
24 Months 0.00% 0.00% 0.00% 0.00% 28.76% 70.10% 0.00% 0.00% 1.13%
3 Years 0.00% 0.00% 0.00% nan% 30.78% 66.46% 0.00% 0.00% 2.75%
4 Years 0.00% 0.00% 0.00% nan% 37.41% 62.59% 0.00% 0.00% nan%

MinVar-C50 Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 10.82% 0.00% 0.00% 0.00% 50.00% 2.97% 36.21% 0.00%
1 Month 0.00% 0.00% 0.00% 0.00% 33.93% 50.00% 0.00% 16.07% 0.00%
3 Months 0.00% 0.00% 0.00% 0.00% 35.15% 50.00% 0.00% 12.15% 2.70%
6 Months 0.00% 0.00% 0.00% 0.00% 28.34% 50.00% 0.00% 8.01% 13.66%
12 Months 0.00% 0.00% 0.00% 0.00% 27.40% 50.00% 0.00% 13.20% 9.40%
24 Months 0.00% 0.00% 0.00% 0.00% 38.23% 50.00% 0.00% 5.44% 6.33%
3 Years 0.00% 0.00% 0.00% nan% 39.21% 50.00% 0.00% 3.53% 7.25%
4 Years 0.86% 0.00% 0.00% nan% 47.23% 50.00% 0.00% 1.91% nan%

MaxSharpe Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 50.00% 0.00% 0.00% 50.00% 0.00% 0.00% 0.00%
1 Month 0.00% 0.00% 16.31% 7.58% 26.11% 50.00% 0.00% 0.00% 0.00%
3 Months 0.00% 0.00% 31.08% 0.00% 0.00% 18.92% 0.00% 0.00% 50.00%
6 Months 0.00% 0.00% 0.00% 38.35% 0.00% 50.00% 0.00% 11.65% 0.00%
12 Months 0.00% 0.00% 0.00% 8.55% 21.89% 33.48% 0.00% 36.08% 0.00%
24 Months 0.00% 0.00% 0.00% 14.75% 50.00% 2.17% 0.00% 33.08% 0.00%
3 Years 1.11% 0.00% 6.07% nan% 47.85% 27.38% 0.00% 16.10% 1.49%
4 Years 8.75% 0.00% 0.99% nan% 50.00% 24.80% 0.00% 15.45% nan%

Stable Allocation Band

Min Avg Max Times > 20% Times < 1%
BTC 0.00% 0.11% 0.86% 0 8
ETH 0.00% 1.35% 10.82% 0 7
SOL 0.00% 0.00% 0.00% 0 8
HYPE 0.00% 0.00% 0.00% 0 6
GOLD 0.00% 31.19% 47.23% 7 1
SPX 50.00% 50.00% 50.00% 8 0
TSLA 0.00% 0.37% 2.97% 0 7
GOOGL 1.91% 12.07% 36.21% 1 0
JLP 0.00% 5.62% 13.66% 0 2

1 Week

Window: 2026-08-23 → 2026-08-30 (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 SOL (10.14%), while the weakest was TSLA (-2.22%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 4.18%.
- That defensive allocation was: SPX 66.9%, GOOGL 25.5%, ETH 7.6%.
- The highest-return tested portfolio was MaxSharpe, returning 5.48%.
- The best single asset was SOL, returning 10.14%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 61.016.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -0.20%.
- Single-asset dominance ratio: 1.85x 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)

1.119 1.070 1.021 0.972 0.923 2026-08-23 2026-08-24 2026-08-25 2026-08-26 2026-08-27 2026-08-30 SOL +9.3% JLP +4.2% SPX +0.4% HYPE -0.4% ETH -0.8% GOOGL -1.5% GOLD -2.3% TSLA -2.5%

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

1.151 1.098 1.045 0.993 0.940 2026-08-23 2026-08-24 2026-08-25 2026-08-26 2026-08-27 2026-08-30 SOL +11.9% JLP +6.7% SPX +2.8% BTC +2.4% HYPE +2.0% ETH +1.5% GOOGL +0.8% TSLA -0.2%

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

1.129 1.082 1.034 0.987 0.939 2026-08-23 2026-08-24 2026-08-25 2026-08-26 2026-08-27 2026-08-30 SOL +8.8% JLP +3.8% BTC -0.4% HYPE -0.8% ETH -1.3% GOOGL -1.9% GOLD -2.8% TSLA -2.9%

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: 66.89%
GOOGL: 25.54%
ETH: 7.57%
GOLD: 0.00%
BTC: 0.00%
JLP: 0.00%
SOL: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOOGL: 36.21%
ETH: 10.82%
TSLA: 2.97%
HYPE: 0.00%
GOLD: 0.00%
BTC: 0.00%
JLP: 0.00%
SOL: 0.00%
MaxSharpe ▲
SPX: 50.00%
SOL: 50.00%
GOOGL: 0.00%
JLP: 0.00%
TSLA: 0.00%
HYPE: 0.00%
BTC: 0.00%
GOLD: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 0.54%
ETH -0.18%
SOL 10.14%
HYPE 1.40%
GOLD -2.04%
SPX 0.74%
TSLA -2.22%
GOOGL -1.21%
JLP 4.85%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.761 0.875 0.444 0.857 0.146 -0.145 0.044 0.885
ETH 0.761 1.000 0.834 0.562 0.376 -0.192 -0.316 -0.362 0.647
SOL 0.875 0.834 1.000 0.540 0.532 0.260 0.021 -0.303 0.946
HYPE 0.444 0.562 0.540 1.000 0.292 0.494 0.500 -0.721 0.484
GOLD 0.857 0.376 0.532 0.292 1.000 0.234 -0.046 0.350 0.665
SPX 0.146 -0.192 0.260 0.494 0.234 1.000 0.907 -0.352 0.445
TSLA -0.145 -0.316 0.021 0.500 -0.046 0.907 1.000 -0.414 0.192
GOOGL 0.044 -0.362 -0.303 -0.721 0.350 -0.352 -0.414 1.000 -0.123
JLP 0.885 0.647 0.946 0.484 0.665 0.445 0.192 -0.123 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 137.04% 28.07% 4.883 -2.14% -1.71% -2.14% 1.37%
MinVar 11.60% 4.18% 2.773 -0.20% -0.20% -0.20% 0.18%
MinVar-C50 -8.09% 4.74% -1.707 -0.40% -0.29% -0.29% -0.14%
MaxSharpe 2671.97% 43.79% 61.016 -2.33% -1.95% -2.33% 5.48%

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 45.28% 32.79% 1.381 -3.02% -2.39% -3.02% 0.54%
ETH -5.44% 35.69% -0.152 -2.70% -2.42% -2.70% -0.18%
SOL 47856.80% 85.61% 559.011 -4.65% -3.99% -4.65% 10.14%
HYPE 187.38% 70.42% 2.661 -4.49% -4.41% -4.49% 1.40%
GOLD -71.12% 15.38% -4.624 -2.39% -1.51% -1.73% -2.04%
SPX 56.68% 6.67% 8.502 -0.02% -0.22% -0.28% 0.74%
TSLA -72.63% 40.47% -1.795 -1.26% -3.19% -3.83% -2.22%
GOOGL -51.87% 14.65% -3.539 -2.13% -1.17% -1.43% -1.21%
JLP 1866.09% 48.92% 38.146 -2.70% -2.28% -2.70% 4.85%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 66.9%, GOOGL 25.5%, ETH 7.6%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, SOL 50.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, SOL 50.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 66.9%, GOOGL 25.5%, ETH 7.6%
  • Highest-return single asset: SOL — 10.14%
  • Single-asset dominance ratio: 1.852x

1 Month

Window: 2026-07-31 → 2026-08-30 (30 rows)

Claude Narrative Report

- Over 1 Month, the strongest asset was HYPE (58.53%), while the weakest was GOOGL (-4.35%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 9.97%.
- That defensive allocation was: SPX 86.4%, GOLD 11.1%, BTC 2.5%.
- The highest-return tested portfolio was Equal, returning 22.60%.
- The best single asset was HYPE, returning 58.53%.
- The best risk-adjusted tested portfolio was Equal, with a Sharpe-like score of 37.868.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -0.95%.
- Single-asset dominance ratio: 2.59x 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)

1.305 1.157 1.010 0.862 0.714 2026-07-31 2026-08-05 2026-08-11 2026-08-17 2026-08-23 2026-08-30 HYPE +25.6% SOL +15.1% ETH +6.2% JLP +0.2% TSLA -9.7% GOLD -10.1% SPX -17.9% GOOGL -23.7%

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

1.452 1.287 1.122 0.958 0.793 2026-07-31 2026-08-05 2026-08-11 2026-08-17 2026-08-23 2026-08-30 HYPE +39.7% SOL +28.1% ETH +18.2% JLP +11.5% BTC +11.3% TSLA +0.5% SPX -8.6% GOOGL -15.1%

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

1.590 1.410 1.229 1.049 0.869 2026-07-31 2026-08-05 2026-08-11 2026-08-17 2026-08-23 2026-08-30 HYPE +53.0% SOL +40.2% ETH +29.4% JLP +22.1% BTC +21.8% TSLA +9.9% GOLD +9.5% GOOGL -7.1%

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
SPX: 86.43%
GOLD: 11.09%
BTC: 2.48%
GOOGL: 0.00%
JLP: 0.00%
SOL: 0.00%
ETH: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 33.93%
GOOGL: 16.07%
JLP: 0.00%
BTC: 0.00%
SOL: 0.00%
TSLA: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
GOLD: 26.11%
SOL: 16.31%
HYPE: 7.58%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
GOOGL: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 24.46%
ETH 32.20%
SOL 44.42%
HYPE 58.53%
GOLD 11.87%
SPX 3.22%
TSLA 14.01%
GOOGL -4.35%
JLP 26.06%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.862 0.795 0.594 0.592 -0.033 0.342 0.037 0.865
ETH 0.862 1.000 0.796 0.728 0.575 -0.027 0.391 -0.052 0.848
SOL 0.795 0.796 1.000 0.637 0.416 0.048 0.360 0.027 0.970
HYPE 0.594 0.728 0.637 1.000 0.407 0.073 0.330 0.045 0.666
GOLD 0.592 0.575 0.416 0.407 1.000 0.139 0.238 -0.281 0.502
SPX -0.033 -0.027 0.048 0.073 0.139 1.000 0.623 0.543 0.065
TSLA 0.342 0.391 0.360 0.330 0.238 0.623 1.000 0.399 0.432
GOOGL 0.037 -0.052 0.027 0.045 -0.281 0.543 0.399 1.000 0.040
JLP 0.865 0.848 0.970 0.666 0.502 0.065 0.432 0.040 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 1269.13% 33.51% 37.868 -2.14% -0.64% -1.46% 22.60%
MinVar 78.55% 9.97% 7.877 -1.13% -0.44% -0.63% 4.67%
MinVar-C50 83.48% 11.25% 7.423 -0.95% -0.60% -0.67% 4.89%
MaxSharpe 520.92% 19.21% 27.121 -1.55% -0.52% -1.04% 15.45%

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 1616.59% 43.82% 36.888 -3.21% -1.54% -2.31% 24.46%
ETH 4138.91% 72.71% 56.925 -3.62% -2.41% -3.16% 32.20%
SOL 11928.94% 59.70% 199.801 -4.65% -1.94% -3.32% 44.42%
HYPE 44405.71% 82.06% 541.156 -5.42% -3.96% -4.34% 58.53%
GOLD 320.55% 22.55% 14.218 -2.39% -1.11% -1.45% 11.87%
SPX 49.84% 10.55% 4.725 -2.02% -0.62% -0.78% 3.22%
TSLA 457.50% 37.85% 12.087 -4.70% -1.75% -2.80% 14.01%
GOOGL -40.42% 29.32% -1.379 -9.80% -2.87% -3.93% -4.35%
JLP 1875.41% 38.40% 48.841 -2.70% -0.98% -1.86% 26.06%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 86.4%, GOLD 11.1%, BTC 2.5%
  • Highest-return tested portfolio: Equal — BTC 11.1%, ETH 11.1%, SOL 11.1%, HYPE 11.1%, GOLD 11.1%, SPX 11.1%, TSLA 11.1%, GOOGL 11.1%
  • Best risk-adjusted tested portfolio: Equal — BTC 11.1%, ETH 11.1%, SOL 11.1%, HYPE 11.1%, GOLD 11.1%, SPX 11.1%, TSLA 11.1%, GOOGL 11.1%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 33.9%, GOOGL 16.1%
  • Highest-return single asset: HYPE — 58.53%
  • Single-asset dominance ratio: 2.590x

3 Months

Window: 2026-05-31 → 2026-08-30 (91 rows)

Claude Narrative Report

- Over 3 Months, the strongest asset was SOL (27.73%), while the weakest was TSLA (-18.58%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.31%.
- That defensive allocation was: SPX 90.5%, GOLD 9.5%.
- The highest-return tested portfolio was MaxSharpe, returning 18.40%.
- The best single asset was SOL, returning 27.73%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.963.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -4.89%.
- 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 Months (normalised to 1.0 at each asset's first real data date · smoothed · 91 rows)

1.209 1.094 0.978 0.862 0.746 2026-05-31 2026-06-18 2026-07-06 2026-07-24 2026-08-11 2026-08-30 ETH +15.5% SOL +12.3% JLP +8.5% HYPE +3.8% SPX -1.5% GOLD -2.9% GOOGL -12.2% TSLA -21.5%

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

1.232 1.114 0.997 0.879 0.761 2026-05-31 2026-06-18 2026-07-06 2026-07-24 2026-08-11 2026-08-30 ETH +19.3% SOL +16.1% JLP +12.0% HYPE +7.3% BTC +3.2% SPX +1.3% GOOGL -9.7% TSLA -19.2%

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

1.223 1.089 0.955 0.822 0.688 2026-05-31 2026-06-18 2026-07-06 2026-07-24 2026-08-11 2026-08-30 ETH +17.8% SOL +14.7% JLP +10.5% HYPE +6.0% BTC +1.9% GOLD -1.3% GOOGL -10.9% TSLA -20.2%

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: 90.52%
GOLD: 9.48%
BTC: 0.00%
JLP: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 35.15%
GOOGL: 12.15%
JLP: 2.70%
BTC: 0.00%
HYPE: 0.00%
SOL: 0.00%
ETH: 0.00%
TSLA: 0.00%
MaxSharpe ▲
JLP: 50.00%
SOL: 31.08%
SPX: 18.92%
ETH: 0.00%
HYPE: 0.00%
GOLD: 0.00%
BTC: 0.00%
GOOGL: 0.00%
TSLA: 0.00%

Asset Total Returns

Total Return
BTC 6.25%
ETH 22.70%
SOL 27.73%
HYPE 15.72%
GOLD -0.67%
SPX 1.99%
TSLA -18.58%
GOOGL -10.38%
JLP 18.36%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.877 0.830 0.522 0.514 0.258 0.319 0.117 0.889
ETH 0.877 1.000 0.832 0.649 0.477 0.312 0.321 0.140 0.878
SOL 0.830 0.832 1.000 0.645 0.456 0.332 0.370 0.172 0.985
HYPE 0.522 0.649 0.645 1.000 0.312 0.312 0.332 0.108 0.649
GOLD 0.514 0.477 0.456 0.312 1.000 0.372 0.370 0.070 0.484
SPX 0.258 0.312 0.332 0.312 0.372 1.000 0.680 0.461 0.338
TSLA 0.319 0.321 0.370 0.332 0.370 0.680 1.000 0.397 0.385
GOOGL 0.117 0.140 0.172 0.108 0.070 0.461 0.397 1.000 0.168
JLP 0.889 0.878 0.985 0.649 0.484 0.338 0.385 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 44.54% 35.31% 1.261 -13.55% -2.75% -3.79% 7.87%
MinVar 8.44% 13.31% 0.634 -4.89% -1.20% -1.72% 1.80%
MinVar-C50 2.10% 15.50% 0.136 -6.65% -1.34% -2.05% 0.22%
MaxSharpe 113.04% 38.16% 2.963 -15.19% -2.24% -3.59% 18.40%

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 38.99% 41.24% 0.945 -17.89% -2.99% -4.22% 6.25%
ETH 176.58% 62.54% 2.824 -21.88% -3.32% -5.70% 22.70%
SOL 222.10% 60.25% 3.686 -23.30% -3.49% -5.68% 27.73%
HYPE 170.69% 90.90% 1.878 -30.05% -6.78% -9.48% 15.72%
GOLD 0.48% 25.46% 0.019 -11.22% -2.52% -3.15% -0.67%
SPX 9.31% 13.50% 0.689 -4.50% -1.21% -1.69% 1.99%
TSLA -48.86% 56.65% -0.862 -29.86% -4.32% -7.79% -18.58%
GOOGL -31.36% 37.08% -0.846 -15.54% -3.85% -4.89% -10.38%
JLP 112.02% 37.28% 3.005 -14.39% -2.09% -3.42% 18.36%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 90.5%, GOLD 9.5%
  • Highest-return tested portfolio: MaxSharpe — JLP 50.0%, SOL 31.1%, SPX 18.9%
  • Best risk-adjusted tested portfolio: MaxSharpe — JLP 50.0%, SOL 31.1%, SPX 18.9%
  • Lowest-drawdown tested portfolio: MinVar — SPX 90.5%, GOLD 9.5%
  • Highest-return single asset: SOL — 27.73%
  • Single-asset dominance ratio: 1.507x

6 Months

Window: 2026-02-28 → 2026-08-30 (183 rows)

Claude Narrative Report

- Over 6 Months, the strongest asset was HYPE (167.36%), while the weakest was GOLD (-13.39%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.83%.
- That defensive allocation was: SPX 90.8%, GOLD 7.1%, JLP 2.1%.
- The highest-return tested portfolio was MaxSharpe, returning 63.16%.
- The best single asset was HYPE, returning 167.36%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 5.055.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -8.14%.
- Single-asset dominance ratio: 2.65x 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)

2.384 1.942 1.501 1.059 0.618 2026-02-28 2026-04-05 2026-05-11 2026-06-17 2026-07-23 2026-08-30 HYPE +104.1% SPX +8.2% GOOGL +7.1% ETH +4.3% JLP +2.7% SOL -3.0% GOLD -17.8% TSLA -17.9%

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

2.809 2.315 1.821 1.327 0.833 2026-02-28 2026-04-05 2026-05-11 2026-06-17 2026-07-23 2026-08-30 HYPE +151.1% SPX +31.4% GOOGL +30.1% ETH +27.8% JLP +25.5% BTC +22.3% SOL +19.0% TSLA -0.1%

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

2.065 1.697 1.329 0.961 0.594 2026-02-28 2026-04-05 2026-05-11 2026-06-17 2026-07-23 2026-08-30 HYPE +92.1% GOOGL -1.0% ETH -2.3% JLP -4.2% BTC -6.6% SOL -9.1% GOLD -23.8% TSLA -23.9%

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: 90.79%
GOLD: 7.07%
JLP: 2.14%
BTC: 0.00%
SOL: 0.00%
GOOGL: 0.00%
ETH: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 28.34%
JLP: 13.66%
GOOGL: 8.01%
BTC: 0.00%
TSLA: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
HYPE: 38.35%
GOOGL: 11.65%
JLP: 0.00%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
GOLD: 0.00%
TSLA: 0.00%

Asset Total Returns

Total Return
BTC 16.69%
ETH 25.16%
SOL 24.60%
HYPE 167.36%
GOLD -13.39%
SPX 12.39%
TSLA -11.85%
GOOGL 9.41%
JLP 21.91%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.897 0.840 0.492 0.316 0.334 0.307 0.151 0.902
ETH 0.897 1.000 0.837 0.561 0.327 0.344 0.321 0.159 0.891
SOL 0.840 0.837 1.000 0.545 0.259 0.321 0.331 0.130 0.985
HYPE 0.492 0.561 0.545 1.000 0.226 0.255 0.248 0.068 0.561
GOLD 0.316 0.327 0.259 0.226 1.000 0.398 0.358 0.218 0.290
SPX 0.334 0.344 0.321 0.255 0.398 1.000 0.645 0.576 0.341
TSLA 0.307 0.321 0.331 0.248 0.358 0.645 1.000 0.408 0.349
GOOGL 0.151 0.159 0.130 0.068 0.218 0.576 0.408 1.000 0.143
JLP 0.902 0.891 0.985 0.561 0.290 0.341 0.349 0.143 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 64.54% 31.85% 2.027 -14.81% -2.46% -3.32% 25.02%
MinVar 23.78% 13.83% 1.719 -8.14% -1.35% -1.63% 10.70%
MinVar-C50 14.12% 16.04% 0.880 -9.17% -1.43% -1.99% 6.13%
MaxSharpe 185.14% 36.62% 5.055 -13.52% -2.60% -3.50% 63.16%

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 47.40% 39.89% 1.188 -28.71% -3.02% -3.88% 16.69%
ETH 83.21% 56.57% 1.471 -35.37% -3.53% -5.11% 25.16%
SOL 80.10% 54.70% 1.464 -36.12% -3.58% -5.16% 24.60%
HYPE 934.68% 86.66% 10.786 -30.05% -5.97% -8.00% 167.36%
GOLD -22.33% 26.72% -0.836 -24.72% -2.61% -3.54% -13.39%
SPX 27.62% 13.97% 1.977 -7.82% -1.32% -1.64% 12.39%
TSLA -12.37% 48.90% -0.253 -33.00% -3.79% -6.08% -11.85%
GOOGL 27.56% 35.79% 0.770 -21.05% -2.53% -4.11% 9.41%
JLP 57.59% 34.16% 1.686 -23.60% -2.12% -3.16% 21.91%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 90.8%, GOLD 7.1%, JLP 2.1%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, HYPE 38.3%, GOOGL 11.7%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, HYPE 38.3%, GOOGL 11.7%
  • Lowest-drawdown tested portfolio: MinVar — SPX 90.8%, GOLD 7.1%, JLP 2.1%
  • Highest-return single asset: HYPE — 167.36%
  • Single-asset dominance ratio: 2.650x

12 Months

Window: 2025-08-30 → 2026-08-30 (365 rows)

Claude Narrative Report

- Over 12 Months, the strongest asset was HYPE (89.11%), while the weakest was SOL (-48.18%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.57%.
- That defensive allocation was: SPX 91.7%, GOLD 8.3%.
- The highest-return tested portfolio was MaxSharpe, returning 47.94%.
- The best single asset was HYPE, returning 89.11%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.543.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -9.44%.
- Single-asset dominance ratio: 1.86x 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)

3.046 2.380 1.713 1.047 0.380 2025-08-30 2025-11-10 2026-01-22 2026-04-05 2026-06-17 2026-08-30 GOOGL +165.3% HYPE +127.6% GOLD +99.5% SPX +91.7% TSLA +65.8% JLP +13.3% ETH -25.5% SOL -36.1%

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

1.509 1.180 0.850 0.521 0.192 2025-08-30 2025-11-10 2026-01-22 2026-04-05 2026-06-17 2026-08-30 GOOGL +32.9% HYPE +14.8% SPX -4.0% TSLA -16.8% JLP -43.1% BTC -49.7% ETH -62.5% SOL -67.8%

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

1.632 1.274 0.915 0.557 0.199 2025-08-30 2025-11-10 2026-01-22 2026-04-05 2026-06-17 2026-08-30 GOOGL +38.3% HYPE +20.1% GOLD +4.3% TSLA -13.4% JLP -40.6% BTC -47.5% ETH -60.8% SOL -66.3%

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: 91.74%
GOLD: 8.26%
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: 27.40%
GOOGL: 13.20%
JLP: 9.40%
BTC: 0.00%
TSLA: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
GOOGL: 36.08%
SPX: 33.48%
GOLD: 21.89%
HYPE: 8.55%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -28.15%
ETH -43.77%
SOL -48.18%
HYPE 89.11%
GOLD 30.41%
SPX 19.67%
TSLA 6.27%
GOOGL 60.45%
JLP -17.06%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.897 0.856 0.486 0.182 0.417 0.305 0.135 0.911
ETH 0.897 1.000 0.884 0.539 0.175 0.418 0.311 0.178 0.920
SOL 0.856 0.884 1.000 0.565 0.125 0.388 0.309 0.141 0.982
HYPE 0.486 0.539 0.565 1.000 0.142 0.260 0.177 0.086 0.566
GOLD 0.182 0.175 0.125 0.142 1.000 0.268 0.209 0.163 0.164
SPX 0.417 0.418 0.388 0.260 0.268 1.000 0.613 0.537 0.406
TSLA 0.305 0.311 0.309 0.177 0.209 0.613 1.000 0.399 0.328
GOOGL 0.135 0.178 0.141 0.086 0.163 0.537 0.399 1.000 0.146
JLP 0.911 0.920 0.982 0.566 0.164 0.406 0.328 0.146 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 13.33% 34.70% 0.384 -28.88% -2.76% -3.98% 6.70%
MinVar 21.91% 12.57% 1.742 -9.44% -1.18% -1.58% 20.89%
MinVar-C50 26.77% 15.30% 1.749 -12.52% -1.37% -1.94% 25.22%
MaxSharpe 51.10% 20.09% 2.543 -11.80% -1.56% -2.26% 47.94%

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 -20.86% 44.13% -0.473 -53.06% -3.56% -5.21% -28.15%
ETH -31.08% 64.18% -0.484 -66.81% -5.00% -7.57% -43.77%
SOL -34.78% 67.93% -0.512 -74.89% -5.30% -7.94% -48.18%
HYPE 194.45% 94.95% 2.048 -64.19% -7.00% -9.38% 89.11%
GOLD 36.04% 28.66% 1.257 -25.06% -2.40% -3.84% 30.41%
SPX 20.71% 12.79% 1.620 -9.10% -1.20% -1.62% 19.67%
TSLA 18.42% 46.37% 0.397 -39.10% -3.83% -5.54% 6.27%
GOOGL 69.29% 32.62% 2.124 -21.05% -2.34% -3.38% 60.45%
JLP -10.78% 38.40% -0.281 -46.05% -2.83% -4.30% -17.06%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 91.7%, GOLD 8.3%
  • Highest-return tested portfolio: MaxSharpe — GOOGL 36.1%, SPX 33.5%, GOLD 21.9%, HYPE 8.6%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOOGL 36.1%, SPX 33.5%, GOLD 21.9%, HYPE 8.6%
  • Lowest-drawdown tested portfolio: MinVar — SPX 91.7%, GOLD 8.3%
  • Highest-return single asset: HYPE — 89.11%
  • Single-asset dominance ratio: 1.859x

24 Months

Window: 2024-08-30 → 2026-08-30 (730 rows)

Claude Narrative Report

- Over 24 Months, the strongest asset was HYPE (1270.49%), while the weakest was SOL (-23.88%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 14.12%.
- That defensive allocation was: SPX 70.1%, GOLD 28.8%, JLP 1.1%.
- The highest-return tested portfolio was MaxSharpe, returning 200.23%.
- The best single asset was HYPE, returning 1270.49%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 3.148.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.10%.
- Single-asset dominance ratio: 6.35x 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)

17.491 12.855 8.220 3.585 -1.051 2024-08-30 2025-01-22 2025-06-17 2025-11-10 2026-04-05 2026-08-30 HYPE +1494.6% (from 2024-11-22) GOOGL +98.1% TSLA +57.8% GOLD +54.1% SPX +21.3% JLP +4.7% ETH -33.1% SOL -49.8%

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)

7.374 5.451 3.528 1.605 -0.318 2024-08-30 2025-01-22 2025-06-17 2025-11-10 2026-04-05 2026-08-30 HYPE +573.3% (from 2024-11-22) GOOGL +28.4% TSLA +2.3% SPX -21.3% JLP -31.9% BTC -34.9% ETH -56.4% SOL -67.3%

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)

9.132 6.755 4.378 2.001 -0.376 2024-08-30 2025-01-22 2025-06-17 2025-11-10 2026-04-05 2026-08-30 HYPE +734.0% (from 2024-11-22) GOOGL +63.2% TSLA +30.0% GOLD +27.2% JLP -13.4% BTC -17.2% ETH -44.5% SOL -58.3%

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: 70.10%
GOLD: 28.76%
JLP: 1.13%
GOOGL: 0.00%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 38.23%
JLP: 6.33%
GOOGL: 5.44%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
HYPE: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 50.00%
GOOGL: 33.08%
HYPE: 14.75%
SPX: 2.17%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC 32.23%
ETH -2.63%
SOL -23.88%
HYPE 1270.49%
GOLD 81.65%
SPX 36.87%
TSLA 65.71%
GOOGL 110.11%
JLP 42.17%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.829 0.796 0.438 0.116 0.379 0.362 0.231 0.852
ETH 0.829 1.000 0.804 0.480 0.080 0.412 0.374 0.266 0.855
SOL 0.796 0.804 1.000 0.465 0.075 0.353 0.334 0.215 0.956
HYPE 0.438 0.480 0.465 1.000 0.102 0.223 0.194 0.155 0.501
GOLD 0.116 0.080 0.075 0.102 1.000 0.126 0.077 0.102 0.090
SPX 0.379 0.412 0.353 0.223 0.126 1.000 0.633 0.584 0.370
TSLA 0.362 0.374 0.334 0.194 0.077 0.633 1.000 0.456 0.344
GOOGL 0.231 0.266 0.215 0.155 0.102 0.584 0.456 1.000 0.228
JLP 0.852 0.855 0.956 0.501 0.090 0.370 0.344 0.228 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 57.45% 37.29% 1.541 -35.51% -2.83% -4.07% 115.70%
MinVar 24.15% 14.12% 1.710 -13.33% -1.04% -1.78% 51.02%
MinVar-C50 28.28% 14.70% 1.924 -12.10% -1.14% -1.85% 60.94%
MaxSharpe 78.89% 25.06% 3.148 -18.65% -1.86% -2.68% 200.23%

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 27.06% 44.72% 0.605 -53.06% -3.55% -4.98% 32.23%
ETH 25.60% 69.85% 0.366 -67.61% -5.32% -7.84% -2.63%
SOL 17.13% 76.98% 0.223 -76.25% -5.82% -8.41% -23.88%
HYPE 541.32% 107.33% 5.044 -68.37% -7.50% -10.45% 1270.49%
GOLD 38.78% 23.91% 1.622 -25.06% -1.85% -3.21% 81.65%
SPX 18.54% 16.15% 1.148 -18.90% -1.29% -2.04% 36.87%
TSLA 53.74% 59.96% 0.896 -53.77% -4.63% -6.87% 65.71%
GOOGL 52.48% 31.81% 1.650 -29.81% -2.37% -3.72% 110.11%
JLP 28.22% 38.13% 0.740 -46.05% -2.86% -4.25% 42.17%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 70.1%, GOLD 28.8%, JLP 1.1%
  • Highest-return tested portfolio: MaxSharpe — GOLD 50.0%, GOOGL 33.1%, HYPE 14.7%, SPX 2.2%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 50.0%, GOOGL 33.1%, HYPE 14.7%, SPX 2.2%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 38.2%, JLP 6.3%, GOOGL 5.4%
  • Highest-return single asset: HYPE — 1270.49%
  • Single-asset dominance ratio: 6.345x

3 Years

Window: 2023-08-30 → 2026-08-30 (1096 rows)

Claude Narrative Report

- Over 3 Years, the strongest asset was SOL (404.54%), while the weakest was TSLA (38.11%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.92%.
- That defensive allocation was: SPX 66.5%, GOLD 30.8%, JLP 2.8%.
- The highest-return tested portfolio was Equal, returning 180.75%.
- The best single asset was SOL, returning 404.54%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.358.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.08%.
- Single-asset dominance ratio: 2.24x 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 · 1096 rows · dotted = backfilled prefix: JLP)

3.457 2.607 1.757 0.906 0.056 2023-08-30 2024-04-05 2024-11-10 2025-06-17 2026-01-22 2026-08-30 SOL +51.3% JLP +27.2% (from 2023-12-20) GOOGL +5.9% GOLD -11.1% SPX -34.3% TSLA -40.9% ETH -54.0%

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)

6.978 5.213 3.449 1.684 -0.081 2023-08-30 2024-04-05 2024-11-10 2025-06-17 2026-01-22 2026-08-30 SOL +70.8% GOOGL +19.1% BTC +12.9% JLP -6.2% (from 2023-12-20) SPX -26.2% TSLA -33.6% ETH -48.0%

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)

7.248 5.450 3.651 1.853 0.055 2023-08-30 2024-04-05 2024-11-10 2025-06-17 2026-01-22 2026-08-30 SOL +132.9% GOOGL +61.8% BTC +54.2% GOLD +36.3% JLP +27.0% (from 2023-12-20) TSLA -9.6% ETH -28.9%

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: 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: 66.46%
GOLD: 30.78%
JLP: 2.75%
GOOGL: 0.00%
BTC: 0.00%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 39.21%
JLP: 7.25%
GOOGL: 3.53%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 47.85%
SPX: 27.38%
GOOGL: 16.10%
SOL: 6.07%
JLP: 1.49%
BTC: 1.11%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 186.39%
ETH 44.24%
SOL 404.54%
GOLD 132.98%
SPX 71.23%
TSLA 38.11%
GOOGL 152.92%
JLP 141.67%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.812 0.744 0.095 0.323 0.275 0.172 0.744
ETH 0.812 1.000 0.722 0.090 0.363 0.291 0.223 0.781
SOL 0.744 0.722 1.000 0.049 0.298 0.238 0.178 0.809
GOLD 0.095 0.090 0.049 1.000 0.129 0.062 0.090 0.090
SPX 0.323 0.363 0.298 0.129 1.000 0.593 0.580 0.341
TSLA 0.275 0.291 0.238 0.062 0.593 1.000 0.387 0.285
GOOGL 0.172 0.223 0.178 0.090 0.580 0.387 1.000 0.195
JLP 0.744 0.781 0.809 0.090 0.341 0.285 0.195 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 48.40% 31.93% 1.516 -33.39% -2.51% -3.60% 180.75%
MinVar 25.86% 12.92% 2.002 -12.89% -0.98% -1.61% 94.47%
MinVar-C50 28.75% 13.29% 2.163 -12.08% -1.02% -1.67% 107.86%
MaxSharpe 37.55% 15.92% 2.358 -14.85% -1.25% -1.98% 150.53%

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 58.54% 47.10% 1.243 -53.06% -3.68% -5.25% 186.39%
ETH 40.74% 66.71% 0.611 -67.61% -5.17% -7.49% 44.24%
SOL 140.78% 82.94% 1.697 -76.25% -6.17% -8.61% 404.54%
GOLD 35.60% 21.17% 1.682 -25.06% -1.61% -2.82% 132.98%
SPX 20.98% 15.00% 1.399 -18.90% -1.23% -1.89% 71.23%
TSLA 31.58% 58.09% 0.544 -53.77% -4.44% -6.73% 38.11%
GOOGL 42.68% 30.46% 1.401 -29.81% -2.31% -3.70% 152.92%
JLP 42.12% 33.94% 1.241 -46.05% -2.62% -3.82% 141.67%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 66.5%, GOLD 30.8%, JLP 2.8%
  • 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 — GOLD 47.8%, SPX 27.4%, GOOGL 16.1%, SOL 6.1%, JLP 1.5%, BTC 1.1%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 39.2%, JLP 7.3%, GOOGL 3.5%
  • Highest-return single asset: SOL — 404.54%
  • Single-asset dominance ratio: 2.238x

4 Years

Window: 2022-08-31 → 2026-08-30 (1460 rows)

Claude Narrative Report

- Over 4 Years, the strongest asset was BTC (289.91%), while the weakest was TSLA (28.74%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.21%.
- That defensive allocation was: SPX 62.6%, GOLD 37.4%.
- The highest-return tested portfolio was Equal, returning 233.05%.
- The best single asset was BTC, returning 289.91%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.039.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -11.63%.
- 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 · 1460 rows)

1.635 1.256 0.877 0.498 0.119 2022-08-31 2023-06-18 2024-04-05 2025-01-22 2025-11-10 2026-08-30 GOOGL -6.5% GOLD -24.2% SOL -25.2% SPX -46.5% TSLA -59.8% ETH -62.5%

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

4.050 3.079 2.108 1.138 0.167 2022-08-31 2023-06-18 2024-04-05 2025-01-22 2025-11-10 2026-08-30 BTC +32.5% GOOGL +23.9% SOL -1.0% SPX -29.3% TSLA -46.9% ETH -50.2%

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

4.168 3.190 2.211 1.232 0.253 2022-08-31 2023-06-18 2024-04-05 2025-01-22 2025-11-10 2026-08-30 BTC +89.4% GOOGL +75.1% GOLD +43.3% SOL +41.7% TSLA -24.3% ETH -28.7%

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: 14.29%
ETH: 14.29%
SOL: 14.29%
GOLD: 14.29%
SPX: 14.29%
TSLA: 14.29%
GOOGL: 14.29%
MinVar
SPX: 62.59%
GOLD: 37.41%
BTC: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 47.23%
GOOGL: 1.91%
BTC: 0.86%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 50.00%
SPX: 24.80%
GOOGL: 15.45%
BTC: 8.75%
SOL: 0.99%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 289.91%
ETH 58.29%
SOL 234.00%
GOLD 164.47%
SPX 95.47%
TSLA 28.74%
GOOGL 217.57%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL
BTC 1.000 0.823 0.736 0.120 0.347 0.274 0.218
ETH 0.823 1.000 0.722 0.108 0.376 0.284 0.252
SOL 0.736 0.722 1.000 0.071 0.308 0.229 0.218
GOLD 0.120 0.108 0.071 1.000 0.152 0.050 0.111
SPX 0.347 0.376 0.308 0.152 1.000 0.570 0.619
TSLA 0.274 0.284 0.229 0.050 0.570 1.000 0.380
GOOGL 0.218 0.252 0.218 0.111 0.619 0.380 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 42.84% 33.39% 1.283 -34.74% -2.55% -3.76% 233.05%
MinVar 23.50% 13.21% 1.778 -11.63% -1.00% -1.64% 124.55%
MinVar-C50 25.18% 13.51% 1.864 -12.15% -1.09% -1.70% 136.61%
MaxSharpe 31.66% 15.52% 2.039 -14.82% -1.27% -1.92% 186.12%

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 57.22% 47.48% 1.205 -53.06% -3.58% -5.35% 289.91%
ETH 38.22% 64.89% 0.589 -67.61% -4.97% -7.51% 58.29%
SOL 102.13% 89.53% 1.141 -76.25% -6.44% -9.55% 234.00%
GOLD 30.06% 19.69% 1.527 -25.06% -1.49% -2.55% 164.47%
SPX 19.74% 15.83% 1.247 -18.90% -1.34% -1.94% 95.47%
TSLA 26.35% 58.62% 0.449 -65.02% -4.78% -7.08% 28.74%
GOOGL 40.30% 31.55% 1.278 -29.81% -2.38% -3.79% 217.57%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 62.6%, GOLD 37.4%
  • 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 24.8%, GOOGL 15.5%, BTC 8.8%, SOL 1.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 62.6%, GOLD 37.4%
  • Highest-return single asset: BTC — 289.91%
  • Single-asset dominance ratio: 1.244x