Portfolio Analysis Report — 11-10-2026 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: 2022-10-12 → 2026-10-11

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 82,979.00 43.2 2.26% 27.97% 2.53% Bullish
ETH 2,500.57 28.3 -5.39% 31.01% -2.15% Oversold / Recovering
SOL 109.36 21.2 -1.60% 43.49% 0.47% Oversold / Recovering
HYPE 85.22 39.8 -9.01% 58.30% -0.95% Bearish
GOLD 4,216.30 36.4 -4.71% -4.17% -3.67% Bearish
SPX 7,811.54 59.5 2.10% 0.69% 1.45% Bullish
TSLA 382.70 58.6 5.06% 16.47% 4.96% Bullish
GOOGL 351.66 63.0 0.61% -0.68% 2.34% Bullish
JLP 4.64 24.7 -0.53% 26.88% 0.92% Oversold / Recovering

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

Min-Variance Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 0.00% 0.00% 14.22% 62.01% 0.00% 23.77% 0.00%
1 Month 0.00% 0.00% 0.00% 0.00% 14.64% 85.36% 0.00% 0.00% 0.00%
3 Months 0.00% 0.00% 0.00% 0.00% 6.38% 93.62% 0.00% 0.00% 0.00%
6 Months 0.00% 0.00% 0.00% 0.00% 4.43% 95.57% 0.00% 0.00% 0.00%
12 Months 0.00% 0.00% 0.00% 0.00% 6.52% 93.47% 0.00% 0.00% 0.00%
24 Months 0.00% 0.00% 0.00% 0.00% 27.38% 71.85% 0.00% 0.00% 0.78%
3 Years 0.00% 0.00% 0.00% nan% 29.68% 68.33% 0.00% 0.00% 1.99%
4 Years 0.00% 0.00% 0.00% nan% 34.97% 65.03% 0.00% 0.00% nan%

MinVar-C50 Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 0.00% 0.00% 18.44% 50.00% 0.00% 31.56% 0.00%
1 Month 0.00% 0.00% 0.00% 0.00% 35.27% 50.00% 0.00% 14.73% 0.00%
3 Months 0.00% 0.00% 0.00% 0.00% 36.86% 50.00% 0.00% 11.17% 1.97%
6 Months 0.00% 0.00% 0.00% 0.00% 34.35% 50.00% 0.00% 9.09% 6.55%
12 Months 0.00% 0.00% 0.00% 0.00% 26.15% 50.00% 0.00% 14.59% 9.26%
24 Months 0.00% 0.00% 0.00% 0.00% 37.45% 50.00% 0.00% 6.34% 6.22%
3 Years 0.00% 0.00% 0.00% nan% 38.84% 50.00% 0.00% 4.27% 6.88%
4 Years 1.25% 0.00% 0.00% nan% 45.80% 50.00% 0.00% 2.95% nan%

MaxSharpe Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 0.00% 0.00% 26.77% 23.23% 0.00% 50.00% 0.00%
1 Month 23.37% 0.00% 0.00% 0.00% 0.00% 30.60% 20.50% 25.52% 0.00%
3 Months 31.48% 0.00% 0.00% 0.00% 0.00% 18.52% 0.00% 0.00% 50.00%
6 Months 0.00% 0.00% 0.00% 24.97% 0.00% 50.00% 0.00% 20.02% 5.01%
12 Months 0.00% 0.00% 0.00% 13.74% 0.00% 50.00% 0.00% 36.26% 0.00%
24 Months 0.00% 0.00% 0.00% 17.23% 40.84% 0.00% 0.00% 41.93% 0.00%
3 Years 2.66% 0.00% 5.09% nan% 42.23% 35.58% 0.00% 13.59% 0.84%
4 Years 9.28% 0.00% 0.00% nan% 41.15% 35.62% 0.00% 13.95% nan%

Stable Allocation Band

Min Avg Max Times > 20% Times < 1%
BTC 0.00% 0.16% 1.25% 0 7
ETH 0.00% 0.00% 0.00% 0 8
SOL 0.00% 0.00% 0.00% 0 8
HYPE 0.00% 0.00% 0.00% 0 6
GOLD 18.44% 34.14% 45.80% 7 0
SPX 50.00% 50.00% 50.00% 8 0
TSLA 0.00% 0.00% 0.00% 0 8
GOOGL 2.95% 11.84% 31.56% 1 0
JLP 0.00% 4.41% 9.26% 0 2

1 Day

Window: 2026-10-10 → 2026-10-11 (2 rows)

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

Asset Total Returns

Total Return
BTC 0.08%
ETH -0.14%
SOL -0.61%
HYPE -0.21%
GOLD 0.00%
SPX 0.00%
TSLA 0.00%
GOOGL 0.00%
JLP -0.40%

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 34.16% nan% nan 0.00% 0.08% 0.08% 0.08%
ETH -39.61% nan% nan 0.00% -0.14% -0.14% -0.14%
SOL -89.38% nan% nan 0.00% -0.61% -0.61% -0.61%
HYPE -54.09% nan% nan 0.00% -0.21% -0.21% -0.21%
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 -76.88% nan% nan 0.00% -0.40% -0.40% -0.40%

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

1.020 1.009 0.998 0.987 0.977 2026-10-10 2026-10-11 GOLD -0.0% SPX -0.0% TSLA -0.0% GOOGL -0.0% ETH -0.1% HYPE -0.1% JLP -0.2% SOL -0.3%

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

1.020 1.010 0.999 0.988 0.977 2026-10-10 2026-10-11 BTC +0.0% SPX +0.0% TSLA +0.0% GOOGL +0.0% ETH -0.1% HYPE -0.1% JLP -0.2% SOL -0.3%

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

1.020 1.010 0.999 0.988 0.977 2026-10-10 2026-10-11 BTC +0.0% GOLD +0.0% TSLA +0.0% GOOGL +0.0% ETH -0.1% HYPE -0.1% JLP -0.2% SOL -0.3%

1 Week

Window: 2026-10-04 → 2026-10-11 (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 TSLA (3.27%), while the weakest was SOL (-10.01%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 8.36%.
- That defensive allocation was: SPX 62.0%, GOOGL 23.8%, GOLD 14.2%.
- The highest-return tested portfolio was MaxSharpe, returning 1.81%.
- The best single asset was TSLA, returning 3.27%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 18.098.
- The lowest-drawdown tested portfolio was MaxSharpe, with max drawdown of -0.32%.
- Single-asset dominance ratio: 1.81x 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)

1.100 1.055 1.010 0.966 0.921 2026-10-04 2026-10-05 2026-10-06 2026-10-08 2026-10-09 2026-10-11 TSLA +7.7% GOOGL +6.7% GOLD +5.6% SPX +5.5% JLP -1.4% HYPE -1.7% ETH -4.3% SOL -5.9%

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

1.046 1.002 0.958 0.914 0.870 2026-10-04 2026-10-05 2026-10-06 2026-10-08 2026-10-09 2026-10-11 TSLA +1.9% GOOGL +1.1% SPX -0.1% BTC -5.3% JLP -6.7% HYPE -7.0% ETH -9.4% SOL -10.9%

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

1.041 0.999 0.956 0.914 0.871 2026-10-04 2026-10-05 2026-10-06 2026-10-08 2026-10-09 2026-10-11 TSLA +2.1% GOOGL +1.2% GOLD +0.1% BTC -5.2% JLP -6.6% HYPE -6.8% ETH -9.3% SOL -10.8%

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: 62.01%
GOOGL: 23.77%
GOLD: 14.22%
BTC: 0.00%
JLP: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOOGL: 31.56%
GOLD: 18.44%
BTC: 0.00%
JLP: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
GOOGL: 50.00%
GOLD: 26.77%
SPX: 23.23%
TSLA: 0.00%
BTC: 0.00%
ETH: 0.00%
JLP: 0.00%
SOL: 0.00%
HYPE: 0.00%

Asset Total Returns

Total Return
BTC -4.05%
ETH -8.29%
SOL -10.01%
HYPE -5.85%
GOLD 1.30%
SPX 1.15%
TSLA 3.27%
GOOGL 2.38%
JLP -5.67%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.959 0.829 0.585 0.703 0.590 0.582 0.143 0.869
ETH 0.959 1.000 0.927 0.748 0.551 0.673 0.632 0.195 0.955
SOL 0.829 0.927 1.000 0.743 0.310 0.722 0.571 0.387 0.993
HYPE 0.585 0.748 0.743 1.000 0.088 0.655 0.752 0.428 0.749
GOLD 0.703 0.551 0.310 0.088 1.000 0.485 0.512 -0.025 0.365
SPX 0.590 0.673 0.722 0.655 0.485 1.000 0.901 0.684 0.692
TSLA 0.582 0.632 0.571 0.752 0.512 0.901 1.000 0.658 0.566
GOOGL 0.143 0.195 0.387 0.428 -0.025 0.684 0.658 1.000 0.314
JLP 0.869 0.955 0.993 0.749 0.365 0.692 0.566 0.314 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -78.14% 24.13% -3.239 -4.45% -2.26% -2.34% -2.92%
MinVar 114.04% 8.36% 13.634 -0.48% -0.30% -0.38% 1.46%
MinVar-C50 125.60% 8.38% 14.981 -0.42% -0.27% -0.36% 1.57%
MaxSharpe 155.14% 8.57% 18.098 -0.32% -0.22% -0.32% 1.81%

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 -88.08% 25.26% -3.487 -4.79% -2.44% -2.67% -4.05%
ETH -98.81% 41.24% -2.396 -8.82% -4.40% -4.60% -8.29%
SOL -99.55% 45.96% -2.166 -9.64% -5.22% -5.83% -10.01%
HYPE -94.98% 59.07% -1.608 -10.63% -4.57% -4.88% -5.85%
GOLD 97.74% 15.05% 6.496 -1.11% -0.82% -1.11% 1.30%
SPX 82.10% 8.56% 9.588 -0.69% -0.39% -0.47% 1.15%
TSLA 447.16% 23.27% 19.214 -1.49% -0.75% -0.75% 3.27%
GOOGL 241.97% 11.21% 21.593 -0.63% -0.44% -0.63% 2.38%
JLP -95.08% 25.75% -3.693 -5.50% -2.85% -3.06% -5.67%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 62.0%, GOOGL 23.8%, GOLD 14.2%
  • Highest-return tested portfolio: MaxSharpe — GOOGL 50.0%, GOLD 26.8%, SPX 23.2%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOOGL 50.0%, GOLD 26.8%, SPX 23.2%
  • Lowest-drawdown tested portfolio: MaxSharpe — GOOGL 50.0%, GOLD 26.8%, SPX 23.2%
  • Highest-return single asset: TSLA — 3.27%
  • Single-asset dominance ratio: 1.809x

1 Month

Window: 2026-09-11 → 2026-10-11 (31 rows)

Claude Narrative Report

- Over 1 Month, the strongest asset was BTC (7.52%), while the weakest was GOLD (-4.37%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 9.41%.
- That defensive allocation was: SPX 85.4%, GOLD 14.6%.
- The highest-return tested portfolio was MaxSharpe, returning 4.47%.
- The best single asset was BTC, returning 7.52%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 4.108.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -1.90%.
- Single-asset dominance ratio: 1.68x 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)

1.116 1.046 0.975 0.905 0.835 2026-09-11 2026-09-17 2026-09-23 2026-09-29 2026-10-05 2026-10-11 SOL -0.0% HYPE -0.2% JLP -2.2% TSLA -2.6% GOOGL -3.1% SPX -4.7% ETH -7.4% GOLD -10.9%

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

1.259 1.185 1.110 1.035 0.960 2026-09-11 2026-09-17 2026-09-23 2026-09-29 2026-10-05 2026-10-11 BTC +12.2% SOL +12.2% HYPE +12.0% JLP +9.8% TSLA +9.3% GOOGL +8.8% SPX +6.9% ETH +3.9%

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

1.197 1.124 1.052 0.980 0.907 2026-09-11 2026-09-17 2026-09-23 2026-09-29 2026-10-05 2026-10-11 BTC +5.0% SOL +5.0% HYPE +4.8% JLP +2.7% TSLA +2.3% GOOGL +1.7% ETH -2.8% GOLD -6.5%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 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: 85.36%
GOLD: 14.64%
GOOGL: 0.00%
JLP: 0.00%
TSLA: 0.00%
BTC: 0.00%
ETH: 0.00%
HYPE: 0.00%
SOL: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 35.27%
GOOGL: 14.73%
JLP: 0.00%
TSLA: 0.00%
ETH: 0.00%
BTC: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 30.60%
GOOGL: 25.52%
BTC: 23.37%
TSLA: 20.50%
HYPE: 0.00%
JLP: 0.00%
SOL: 0.00%
GOLD: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 7.52%
ETH -0.56%
SOL 6.80%
HYPE 7.32%
GOLD -4.37%
SPX 2.02%
TSLA 4.72%
GOOGL 3.89%
JLP 4.62%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.934 0.866 0.489 0.182 0.497 0.233 0.381 0.908
ETH 0.934 1.000 0.904 0.622 0.154 0.434 0.129 0.371 0.933
SOL 0.866 0.904 1.000 0.659 0.213 0.508 0.174 0.445 0.995
HYPE 0.489 0.622 0.659 1.000 0.281 0.396 0.383 0.467 0.643
GOLD 0.182 0.154 0.213 0.281 1.000 0.307 0.313 -0.006 0.206
SPX 0.497 0.434 0.508 0.396 0.307 1.000 0.719 0.464 0.506
TSLA 0.233 0.129 0.174 0.383 0.313 0.719 1.000 0.214 0.175
GOOGL 0.381 0.371 0.445 0.467 -0.006 0.464 0.214 1.000 0.437
JLP 0.908 0.933 0.995 0.643 0.206 0.506 0.175 0.437 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 64.22% 28.57% 2.248 -5.30% -2.21% -2.49% 3.83%
MinVar 14.35% 9.41% 1.525 -1.90% -0.73% -1.01% 1.07%
MinVar-C50 0.99% 10.33% 0.096 -2.83% -1.03% -1.54% 0.04%
MaxSharpe 72.92% 17.75% 4.108 -3.40% -1.38% -1.51% 4.47%

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 159.29% 38.62% 4.124 -5.69% -2.40% -2.97% 7.52%
ETH 2.31% 43.65% 0.053 -10.97% -4.30% -4.59% -0.56%
SOL 168.50% 62.99% 2.675 -10.58% -4.71% -5.65% 6.80%
HYPE 192.13% 66.90% 2.872 -13.41% -4.37% -4.71% 7.32%
GOLD -41.06% 17.38% -2.362 -6.42% -1.31% -2.43% -4.37%
SPX 28.11% 9.74% 2.886 -1.46% -0.63% -0.76% 2.02%
TSLA 82.99% 29.87% 2.779 -7.18% -1.67% -2.86% 4.72%
GOOGL 63.30% 23.34% 2.713 -4.83% -1.50% -2.75% 3.89%
JLP 84.50% 36.44% 2.319 -5.89% -2.74% -3.21% 4.62%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 85.4%, GOLD 14.6%
  • Highest-return tested portfolio: MaxSharpe — SPX 30.6%, GOOGL 25.5%, BTC 23.4%, TSLA 20.5%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 30.6%, GOOGL 25.5%, BTC 23.4%, TSLA 20.5%
  • Lowest-drawdown tested portfolio: MinVar — SPX 85.4%, GOLD 14.6%
  • Highest-return single asset: BTC — 7.52%
  • Single-asset dominance ratio: 1.681x

3 Months

Window: 2026-07-12 → 2026-10-11 (92 rows)

Claude Narrative Report

- Over 3 Months, the strongest asset was SOL (42.26%), while the weakest was TSLA (-6.15%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 11.02%.
- That defensive allocation was: SPX 93.6%, GOLD 6.4%.
- The highest-return tested portfolio was MaxSharpe, returning 23.71%.
- The best single asset was SOL, returning 42.26%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 4.900.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -3.19%.
- Single-asset dominance ratio: 1.78x 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)

1.205 1.064 0.924 0.784 0.644 2026-07-12 2026-07-30 2026-08-17 2026-09-04 2026-09-22 2026-10-11 SOL +14.4% ETH +9.9% JLP -0.3% HYPE -0.4% SPX -22.3% GOLD -22.9% GOOGL -26.3% TSLA -30.5%

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

1.567 1.348 1.129 0.910 0.691 2026-07-12 2026-07-30 2026-08-17 2026-09-04 2026-09-22 2026-10-11 SOL +48.5% ETH +42.7% BTC +29.8% JLP +29.4% HYPE +29.3% SPX +0.8% GOOGL -4.4% TSLA -9.9%

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

1.565 1.352 1.139 0.926 0.713 2026-07-12 2026-07-30 2026-08-17 2026-09-04 2026-09-22 2026-10-11 SOL +47.4% ETH +41.6% BTC +28.8% JLP +28.4% HYPE +28.3% GOLD -0.7% GOOGL -5.1% TSLA -10.6%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 93.62%
GOLD: 6.38%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
GOOGL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 36.86%
GOOGL: 11.17%
JLP: 1.97%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MaxSharpe ▲
JLP: 50.00%
BTC: 31.48%
SPX: 18.52%
ETH: 0.00%
SOL: 0.00%
GOOGL: 0.00%
GOLD: 0.00%
HYPE: 0.00%
TSLA: 0.00%

Asset Total Returns

Total Return
BTC 30.15%
ETH 38.48%
SOL 42.26%
HYPE 26.62%
GOLD 2.49%
SPX 3.12%
TSLA -6.15%
GOOGL -1.48%
JLP 27.48%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.876 0.832 0.631 0.512 0.310 0.377 0.105 0.890
ETH 0.876 1.000 0.823 0.711 0.471 0.247 0.353 0.126 0.872
SOL 0.832 0.823 1.000 0.698 0.406 0.341 0.335 0.165 0.983
HYPE 0.631 0.711 0.698 1.000 0.420 0.311 0.398 0.154 0.714
GOLD 0.512 0.471 0.406 0.420 1.000 0.399 0.421 0.047 0.450
SPX 0.310 0.247 0.341 0.311 0.399 1.000 0.616 0.473 0.344
TSLA 0.377 0.353 0.335 0.398 0.421 0.616 1.000 0.377 0.372
GOOGL 0.105 0.126 0.165 0.154 0.047 0.473 0.377 1.000 0.157
JLP 0.890 0.872 0.983 0.714 0.450 0.344 0.372 0.157 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 106.19% 31.81% 3.338 -7.47% -2.32% -2.87% 18.31%
MinVar 13.74% 11.02% 1.247 -3.19% -0.85% -1.09% 3.11%
MinVar-C50 13.87% 13.34% 1.040 -4.14% -1.28% -1.66% 3.06%
MaxSharpe 145.00% 29.59% 4.900 -5.17% -1.81% -2.25% 23.71%

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 209.79% 39.14% 5.360 -6.96% -2.43% -2.88% 30.15%
ETH 325.04% 54.89% 5.921 -10.97% -3.09% -3.99% 38.48%
SOL 379.04% 56.33% 6.729 -11.28% -3.39% -4.66% 42.26%
HYPE 236.72% 74.67% 3.170 -21.99% -5.25% -6.56% 26.62%
GOLD 13.03% 21.90% 0.595 -11.86% -1.69% -2.68% 2.49%
SPX 13.79% 11.09% 1.243 -3.38% -0.78% -1.08% 3.12%
TSLA -12.41% 48.81% -0.254 -24.70% -3.21% -6.29% -6.15%
GOOGL -0.22% 34.07% -0.007 -14.35% -3.04% -4.65% -1.48%
JLP 180.68% 34.62% 5.218 -6.05% -2.11% -2.72% 27.48%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 93.6%, GOLD 6.4%
  • Highest-return tested portfolio: MaxSharpe — JLP 50.0%, BTC 31.5%, SPX 18.5%
  • Best risk-adjusted tested portfolio: MaxSharpe — JLP 50.0%, BTC 31.5%, SPX 18.5%
  • Lowest-drawdown tested portfolio: MinVar — SPX 93.6%, GOLD 6.4%
  • Highest-return single asset: SOL — 42.26%
  • Single-asset dominance ratio: 1.782x

6 Months

Window: 2026-04-11 → 2026-10-11 (184 rows)

Claude Narrative Report

- Over 6 Months, the strongest asset was HYPE (101.62%), while the weakest was GOLD (-11.93%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 11.99%.
- That defensive allocation was: SPX 95.6%, GOLD 4.4%.
- The highest-return tested portfolio was MaxSharpe, returning 36.15%.
- The best single asset was HYPE, returning 101.62%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 3.368.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -4.69%.
- Single-asset dominance ratio: 2.81x 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)

1.971 1.645 1.318 0.992 0.665 2026-04-11 2026-05-17 2026-06-23 2026-07-29 2026-09-04 2026-10-11 HYPE +86.0% SOL +19.5% JLP +9.0% ETH +1.0% SPX -1.2% GOOGL -4.8% TSLA -7.3% GOLD -22.6%

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

2.558 2.093 1.629 1.165 0.700 2026-04-11 2026-05-17 2026-06-23 2026-07-29 2026-09-04 2026-10-11 HYPE +140.3% SOL +54.6% JLP +40.9% ETH +30.6% BTC +29.3% SPX +27.7% GOOGL +23.0% TSLA +19.8%

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

2.003 1.644 1.285 0.925 0.566 2026-04-11 2026-05-17 2026-06-23 2026-07-29 2026-09-04 2026-10-11 HYPE +88.3% SOL +21.1% JLP +10.4% ETH +2.3% BTC +1.3% GOOGL -3.6% TSLA -6.2% GOLD -21.6%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 95.57%
GOLD: 4.43%
JLP: 0.00%
BTC: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 34.35%
GOOGL: 9.09%
JLP: 6.55%
BTC: 0.00%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
HYPE: 24.97%
GOOGL: 20.02%
JLP: 5.01%
BTC: 0.00%
SOL: 0.00%
TSLA: 0.00%
GOLD: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 13.59%
ETH 9.42%
SOL 28.74%
HYPE 101.62%
GOLD -11.93%
SPX 14.59%
TSLA 9.67%
GOOGL 10.99%
JLP 21.07%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.885 0.823 0.534 0.410 0.333 0.295 0.142 0.887
ETH 0.885 1.000 0.828 0.606 0.380 0.333 0.286 0.143 0.880
SOL 0.823 0.828 1.000 0.602 0.370 0.371 0.308 0.157 0.986
HYPE 0.534 0.606 0.602 1.000 0.279 0.327 0.286 0.095 0.615
GOLD 0.410 0.380 0.370 0.279 1.000 0.467 0.383 0.183 0.388
SPX 0.333 0.333 0.371 0.327 0.467 1.000 0.647 0.506 0.377
TSLA 0.295 0.286 0.308 0.286 0.383 0.647 1.000 0.360 0.326
GOOGL 0.142 0.143 0.157 0.095 0.183 0.506 0.360 1.000 0.158
JLP 0.887 0.880 0.986 0.615 0.388 0.377 0.326 0.158 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 57.88% 31.31% 1.849 -14.77% -2.34% -3.18% 22.71%
MinVar 29.23% 11.99% 2.438 -4.69% -0.87% -1.37% 13.31%
MinVar-C50 12.08% 14.42% 0.838 -8.43% -1.27% -1.76% 5.34%
MaxSharpe 92.00% 27.31% 3.368 -10.88% -2.05% -2.73% 36.15%

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 38.30% 37.77% 1.014 -28.71% -2.66% -3.58% 13.59%
ETH 36.99% 52.77% 0.701 -35.37% -3.38% -4.94% 9.42%
SOL 92.54% 55.54% 1.666 -36.12% -3.53% -5.11% 28.74%
HYPE 476.06% 85.08% 5.595 -30.05% -5.96% -7.92% 101.62%
GOLD -20.38% 22.60% -0.902 -18.19% -2.38% -2.97% -11.93%
SPX 32.16% 12.02% 2.675 -4.50% -0.79% -1.35% 14.59%
TSLA 35.91% 49.31% 0.728 -33.00% -3.83% -6.14% 9.67%
GOOGL 30.43% 34.23% 0.889 -21.05% -2.49% -4.02% 10.99%
JLP 54.95% 33.93% 1.620 -23.60% -2.12% -3.06% 21.07%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 95.6%, GOLD 4.4%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, HYPE 25.0%, GOOGL 20.0%, JLP 5.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, HYPE 25.0%, GOOGL 20.0%, JLP 5.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 95.6%, GOLD 4.4%
  • Highest-return single asset: HYPE — 101.62%
  • Single-asset dominance ratio: 2.811x

12 Months

Window: 2025-10-11 → 2026-10-11 (366 rows)

Claude Narrative Report

- Over 12 Months, the strongest asset was HYPE (131.16%), while the weakest was SOL (-38.58%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.59%.
- That defensive allocation was: SPX 93.5%, GOLD 6.5%.
- The highest-return tested portfolio was MaxSharpe, returning 49.62%.
- The best single asset was HYPE, returning 131.16%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.438.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -9.37%.
- Single-asset dominance ratio: 2.64x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

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

3.453 2.702 1.951 1.200 0.448 2025-10-11 2025-12-23 2026-03-06 2026-05-18 2026-07-30 2026-10-11 HYPE +220.3% GOOGL +99.1% SPX +60.8% GOLD +48.9% TSLA +20.9% JLP +20.1% ETH -6.7% SOL -15.9%

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

2.337 1.807 1.278 0.748 0.218 2025-10-11 2025-12-23 2026-03-06 2026-05-18 2026-07-30 2026-10-11 HYPE +116.1% GOOGL +34.0% SPX +8.2% TSLA -18.6% JLP -19.0% BTC -32.6% ETH -37.1% SOL -43.2%

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

2.159 1.670 1.182 0.693 0.205 2025-10-11 2025-12-23 2026-03-06 2026-05-18 2026-07-30 2026-10-11 HYPE +99.6% GOOGL +23.8% GOLD -7.5% TSLA -24.8% JLP -25.2% BTC -37.7% ETH -41.9% SOL -47.6%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 93.47%
GOLD: 6.52%
JLP: 0.00%
GOOGL: 0.00%
BTC: 0.00%
TSLA: 0.00%
HYPE: 0.00%
SOL: 0.00%
ETH: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 26.15%
GOOGL: 14.59%
JLP: 9.26%
BTC: 0.00%
SOL: 0.00%
TSLA: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
GOOGL: 36.26%
HYPE: 13.74%
GOLD: 0.00%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -25.11%
ETH -33.33%
SOL -38.58%
HYPE 131.16%
GOLD 5.40%
SPX 19.21%
TSLA -7.45%
GOOGL 49.04%
JLP -11.71%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.903 0.864 0.477 0.199 0.417 0.306 0.143 0.913
ETH 0.903 1.000 0.880 0.526 0.191 0.409 0.287 0.170 0.917
SOL 0.864 0.880 1.000 0.537 0.144 0.393 0.295 0.155 0.985
HYPE 0.477 0.526 0.537 1.000 0.168 0.252 0.190 0.082 0.548
GOLD 0.199 0.191 0.144 0.168 1.000 0.305 0.232 0.167 0.179
SPX 0.417 0.409 0.393 0.252 0.305 1.000 0.622 0.551 0.409
TSLA 0.306 0.287 0.295 0.190 0.232 0.622 1.000 0.393 0.318
GOOGL 0.143 0.170 0.155 0.082 0.167 0.551 0.393 1.000 0.157
JLP 0.913 0.917 0.985 0.548 0.179 0.409 0.318 0.157 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 15.21% 33.85% 0.449 -26.56% -2.66% -3.65% 8.82%
MinVar 19.48% 12.59% 1.547 -9.37% -1.11% -1.50% 18.54%
MinVar-C50 19.38% 15.39% 1.260 -12.58% -1.43% -1.89% 17.98%
MaxSharpe 53.20% 21.82% 2.438 -9.86% -1.70% -2.33% 49.62%

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 -17.37% 44.39% -0.391 -49.20% -3.42% -5.02% -25.11%
ETH -19.18% 62.29% -0.308 -63.14% -4.70% -7.04% -33.33%
SOL -24.10% 65.16% -0.370 -70.15% -5.01% -7.17% -38.58%
HYPE 249.84% 92.23% 2.709 -56.33% -6.86% -8.79% 131.16%
GOLD 9.90% 28.78% 0.344 -24.94% -2.59% -3.91% 5.40%
SPX 20.18% 12.72% 1.586 -9.10% -1.17% -1.54% 19.21%
TSLA 2.48% 45.00% 0.055 -39.10% -3.76% -5.46% -7.45%
GOOGL 56.54% 31.53% 1.793 -21.05% -2.37% -3.46% 49.04%
JLP -5.08% 38.16% -0.133 -43.80% -2.83% -4.09% -11.71%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 93.5%, GOLD 6.5%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, GOOGL 36.3%, HYPE 13.7%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, GOOGL 36.3%, HYPE 13.7%
  • Lowest-drawdown tested portfolio: MinVar — SPX 93.5%, GOLD 6.5%
  • Highest-return single asset: HYPE — 131.16%
  • Single-asset dominance ratio: 2.643x

24 Months

Window: 2024-10-11 → 2026-10-11 (731 rows)

Claude Narrative Report

- Over 24 Months, the strongest asset was HYPE (1301.74%), while the weakest was SOL (-24.78%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 14.17%.
- That defensive allocation was: SPX 71.8%, GOLD 27.4%, JLP 0.8%.
- The highest-return tested portfolio was MaxSharpe, returning 215.43%.
- The best single asset was HYPE, returning 1301.74%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 3.039.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.15%.
- Single-asset dominance ratio: 6.04x 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)

18.067 13.277 8.487 3.697 -1.093 2024-10-11 2025-03-06 2025-07-30 2025-12-23 2026-05-18 2026-10-11 HYPE +1516.8% (from 2024-11-22) GOOGL +82.9% TSLA +39.3% GOLD +38.1% SPX +12.9% JLP +6.0% ETH -21.4% SOL -45.6%

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)

8.364 6.172 3.980 1.789 -0.403 2024-10-11 2025-03-06 2025-07-30 2025-12-23 2026-05-18 2026-10-11 HYPE +663.3% (from 2024-11-22) GOOGL +32.4% TSLA +1.3% SPX -18.2% JLP -22.3% BTC -26.7% ETH -42.2% SOL -59.8%

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)

10.369 7.664 4.958 2.253 -0.453 2024-10-11 2025-03-06 2025-07-30 2025-12-23 2026-05-18 2026-10-11 HYPE +846.8% (from 2024-11-22) GOOGL +61.8% TSLA +23.8% GOLD +22.4% JLP -4.9% BTC -10.3% ETH -29.2% SOL -50.8%

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: 71.85%
GOLD: 27.38%
JLP: 0.78%
GOOGL: 0.00%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 37.45%
GOOGL: 6.34%
JLP: 6.22%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
GOOGL: 41.93%
GOLD: 40.84%
HYPE: 17.23%
SPX: 0.00%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC 32.88%
ETH 2.63%
SOL -24.78%
HYPE 1301.74%
GOLD 57.54%
SPX 34.33%
TSLA 75.71%
GOOGL 116.94%
JLP 39.17%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.831 0.797 0.453 0.124 0.379 0.374 0.228 0.855
ETH 0.831 1.000 0.804 0.491 0.082 0.410 0.376 0.262 0.855
SOL 0.797 0.804 1.000 0.481 0.076 0.353 0.336 0.215 0.958
HYPE 0.453 0.491 0.481 1.000 0.110 0.232 0.207 0.161 0.513
GOLD 0.124 0.082 0.076 0.110 1.000 0.136 0.092 0.101 0.096
SPX 0.379 0.410 0.353 0.232 0.136 1.000 0.637 0.579 0.371
TSLA 0.374 0.376 0.336 0.207 0.092 0.637 1.000 0.451 0.347
GOOGL 0.228 0.262 0.215 0.161 0.101 0.579 0.451 1.000 0.230
JLP 0.855 0.855 0.958 0.513 0.096 0.371 0.347 0.230 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 57.26% 37.49% 1.527 -35.46% -2.78% -4.06% 115.08%
MinVar 20.61% 14.17% 1.455 -13.57% -1.02% -1.76% 42.60%
MinVar-C50 24.49% 14.83% 1.651 -12.15% -1.17% -1.86% 51.61%
MaxSharpe 84.53% 27.81% 3.039 -22.80% -1.98% -2.90% 215.43%

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 27.23% 44.53% 0.612 -53.06% -3.51% -4.96% 32.88%
ETH 28.60% 69.48% 0.412 -67.61% -5.26% -7.80% 2.63%
SOL 16.28% 76.79% 0.212 -76.25% -5.85% -8.41% -24.78%
HYPE 555.25% 108.45% 5.120 -68.37% -7.49% -10.45% 1301.74%
GOLD 29.31% 24.32% 1.205 -24.94% -1.95% -3.28% 57.54%
SPX 17.39% 16.03% 1.085 -18.90% -1.22% -2.00% 34.33%
TSLA 57.47% 59.15% 0.972 -53.77% -4.60% -6.69% 75.71%
GOOGL 54.86% 31.80% 1.725 -29.81% -2.34% -3.68% 116.94%
JLP 27.04% 38.57% 0.701 -46.05% -2.90% -4.27% 39.17%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 71.8%, GOLD 27.4%, JLP 0.8%
  • Highest-return tested portfolio: MaxSharpe — GOOGL 41.9%, GOLD 40.8%, HYPE 17.2%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOOGL 41.9%, GOLD 40.8%, HYPE 17.2%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 37.4%, GOOGL 6.3%, JLP 6.2%
  • Highest-return single asset: HYPE — 1301.74%
  • Single-asset dominance ratio: 6.043x

3 Years

Window: 2023-10-11 → 2026-10-11 (1097 rows)

Claude Narrative Report

- Over 3 Years, the strongest asset was SOL (396.92%), while the weakest was TSLA (45.52%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.99%.
- That defensive allocation was: SPX 68.3%, GOLD 29.7%, JLP 2.0%.
- The highest-return tested portfolio was Equal, returning 189.37%.
- The best single asset was SOL, returning 396.92%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.301.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.12%.
- Single-asset dominance ratio: 2.10x 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)

3.221 2.432 1.642 0.853 0.063 2023-10-11 2024-05-17 2024-12-22 2025-07-29 2026-03-05 2026-10-11 SOL +49.9% JLP +32.0% (from 2023-12-20) GOOGL -2.5% GOLD -12.3% SPX -33.1% TSLA -45.4% ETH -49.4%

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)

6.366 4.784 3.201 1.619 0.037 2023-10-11 2024-05-17 2024-12-22 2025-07-29 2026-03-05 2026-10-11 SOL +74.3% BTC +15.3% GOOGL +11.0% JLP +1.8% (from 2023-12-20) SPX -23.6% TSLA -37.8% ETH -41.3%

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)

6.650 5.005 3.361 1.716 0.072 2023-10-11 2024-05-17 2024-12-22 2025-07-29 2026-03-05 2026-10-11 SOL +128.3% BTC +51.1% GOOGL +45.3% JLP +31.9% (from 2023-12-20) GOLD +31.1% TSLA -18.5% ETH -23.1%

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: 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: 68.33%
GOLD: 29.68%
JLP: 1.99%
GOOGL: 0.00%
BTC: 0.00%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 38.84%
JLP: 6.88%
GOOGL: 4.27%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 42.23%
SPX: 35.58%
GOOGL: 13.59%
SOL: 5.09%
BTC: 2.66%
JLP: 0.84%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 208.78%
ETH 59.65%
SOL 396.92%
GOLD 123.40%
SPX 78.47%
TSLA 45.52%
GOOGL 152.58%
JLP 150.30%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.813 0.747 0.103 0.332 0.285 0.177 0.753
ETH 0.813 1.000 0.725 0.093 0.370 0.300 0.228 0.786
SOL 0.747 0.725 1.000 0.051 0.308 0.244 0.184 0.820
GOLD 0.103 0.093 0.051 1.000 0.131 0.069 0.094 0.097
SPX 0.332 0.370 0.308 0.131 1.000 0.596 0.575 0.350
TSLA 0.285 0.300 0.244 0.069 0.596 1.000 0.383 0.289
GOOGL 0.177 0.228 0.184 0.094 0.575 0.383 1.000 0.202
JLP 0.753 0.786 0.820 0.097 0.350 0.289 0.202 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 49.97% 32.17% 1.554 -33.34% -2.51% -3.60% 189.37%
MinVar 26.25% 12.99% 2.021 -13.09% -0.97% -1.61% 96.34%
MinVar-C50 29.10% 13.45% 2.164 -12.12% -1.07% -1.70% 109.56%
MaxSharpe 35.57% 15.46% 2.301 -14.23% -1.23% -1.92% 140.61%

Single-Asset Comparison

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

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 62.67% 47.31% 1.325 -53.06% -3.66% -5.23% 208.78%
ETH 45.74% 66.90% 0.684 -67.61% -5.17% -7.49% 59.65%
SOL 139.37% 82.91% 1.681 -76.25% -6.15% -8.61% 396.92%
GOLD 33.80% 21.60% 1.565 -24.94% -1.71% -2.89% 123.40%
SPX 22.63% 14.95% 1.514 -18.90% -1.21% -1.87% 78.47%
TSLA 33.74% 57.89% 0.583 -53.77% -4.43% -6.75% 45.52%
GOOGL 42.61% 30.52% 1.396 -29.81% -2.29% -3.71% 152.58%
JLP 44.06% 34.59% 1.274 -46.05% -2.66% -3.84% 150.30%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 68.3%, GOLD 29.7%, JLP 2.0%
  • 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 42.2%, SPX 35.6%, GOOGL 13.6%, SOL 5.1%, BTC 2.7%, JLP 0.8%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 38.8%, JLP 6.9%, GOOGL 4.3%
  • Highest-return single asset: SOL — 396.92%
  • Single-asset dominance ratio: 2.096x

4 Years

Window: 2022-10-12 → 2026-10-11 (1461 rows)

Claude Narrative Report

- Over 4 Years, the strongest asset was BTC (333.14%), while the weakest was TSLA (76.16%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.93%.
- That defensive allocation was: SPX 65.0%, GOLD 35.0%.
- The highest-return tested portfolio was Equal, returning 275.62%.
- The best single asset was BTC, returning 333.14%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.134.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -12.07%.
- Single-asset dominance ratio: 1.21x 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)

1.571 1.224 0.876 0.529 0.181 2022-10-12 2023-07-31 2024-05-18 2025-03-06 2025-12-23 2026-10-11 GOOGL -1.3% SOL -26.2% GOLD -30.0% SPX -43.6% TSLA -53.2% ETH -56.5%

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

3.974 3.048 2.121 1.195 0.269 2022-10-12 2023-07-31 2024-05-18 2025-03-06 2025-12-23 2026-10-11 BTC +44.2% GOOGL +41.0% SOL +7.1% SPX -19.4% TSLA -33.2% ETH -37.0%

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

3.804 2.920 2.037 1.153 0.270 2022-10-12 2023-07-31 2024-05-18 2025-03-06 2025-12-23 2026-10-11 BTC +79.7% GOOGL +75.3% SOL +33.1% GOLD +24.7% TSLA -16.8% ETH -21.4%

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: 65.03%
GOLD: 34.97%
BTC: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 45.80%
GOOGL: 2.95%
BTC: 1.25%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 41.15%
SPX: 35.62%
GOOGL: 13.95%
BTC: 9.28%
SOL: 0.00%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 333.14%
ETH 93.11%
SOL 250.90%
GOLD 151.34%
SPX 118.38%
TSLA 76.16%
GOOGL 263.89%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL
BTC 1.000 0.828 0.739 0.116 0.336 0.278 0.203
ETH 0.828 1.000 0.723 0.103 0.373 0.289 0.242
SOL 0.739 0.723 1.000 0.068 0.307 0.232 0.213
GOLD 0.116 0.103 0.068 1.000 0.138 0.053 0.101
SPX 0.336 0.373 0.307 0.138 1.000 0.577 0.606
TSLA 0.278 0.289 0.232 0.053 0.577 1.000 0.376
GOOGL 0.203 0.242 0.213 0.101 0.606 0.376 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 47.04% 33.14% 1.419 -34.38% -2.54% -3.70% 275.62%
MinVar 24.88% 12.93% 1.924 -12.07% -1.00% -1.58% 135.20%
MinVar-C50 26.50% 13.33% 1.988 -12.14% -1.04% -1.67% 147.17%
MaxSharpe 31.37% 14.70% 2.134 -13.89% -1.20% -1.81% 185.27%

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 60.98% 46.97% 1.298 -53.06% -3.57% -5.26% 333.14%
ETH 44.65% 64.27% 0.695 -67.61% -4.83% -7.34% 93.11%
SOL 104.10% 89.28% 1.166 -76.25% -6.41% -9.47% 250.90%
GOLD 28.46% 19.98% 1.425 -24.94% -1.50% -2.60% 151.34%
SPX 22.99% 15.31% 1.502 -18.90% -1.23% -1.85% 118.38%
TSLA 36.40% 58.33% 0.624 -53.77% -4.72% -7.00% 76.16%
GOOGL 45.04% 31.34% 1.437 -29.81% -2.34% -3.75% 263.89%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 65.0%, GOLD 35.0%
  • Highest-return tested portfolio: Equal — BTC 14.3%, ETH 14.3%, SOL 14.3%, GOLD 14.3%, SPX 14.3%, TSLA 14.3%, GOOGL 14.3%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 41.2%, SPX 35.6%, GOOGL 14.0%, BTC 9.3%
  • Lowest-drawdown tested portfolio: MinVar — SPX 65.0%, GOLD 35.0%
  • Highest-return single asset: BTC — 333.14%
  • Single-asset dominance ratio: 1.209x