Portfolio Analysis Report — 19-07-2026 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: 2022-07-20 → 2026-07-19

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

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

Latest Price RSI-14 1M Momentum 3M Momentum vs 50d SMA Regime
BTC 64,502.00 54.3 8.35% -16.70% 1.81% Bullish
ETH 1,874.18 60.5 19.35% -11.91% 8.04% Bullish
SOL 76.27 33.0 6.95% -10.45% 3.99% Bullish
HYPE 61.18 26.5 -0.56% 34.66% -6.32% Oversold / Recovering
GOLD 4,018.80 40.5 -1.47% -11.79% -3.81% Bearish
SPX 7,457.69 47.1 1.41% 0.66% -0.20% Mixed
TSLA 380.84 43.4 0.30% -9.80% -4.71% Mixed
GOOGL 346.77 39.8 2.78% -12.55% -3.49% Mixed
JLP 3.64 41.6 6.58% -6.22% 3.55% Bullish

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

Cross-Timeframe Summary

Rows Best Tested Return Best Single Asset Lowest Vol Lowest Drawdown Best Sharpe-like
Timeframe
1 Day 2 n/a HYPE n/a n/a n/a
1 Week 8 MaxSharpe ETH MinVar MinVar MaxSharpe
1 Month 31 MaxSharpe ETH MinVar MinVar MaxSharpe
3 Months 92 MaxSharpe HYPE MinVar MinVar MaxSharpe
6 Months 184 MaxSharpe HYPE MinVar MinVar MaxSharpe
12 Months 366 MaxSharpe GOOGL MinVar MinVar MaxSharpe
24 Months 731 MaxSharpe HYPE MinVar MinVar-C50 MaxSharpe
3 Years 1097 MaxSharpe SOL MinVar MinVar-C50 MaxSharpe
4 Years 1461 Equal GOOGL MinVar MinVar-C50 MaxSharpe

Min-Variance Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 0.00% 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.00% 0.00%
1 Month 0.00% 0.00% 0.00% 0.00% 7.90% 92.10% 0.00% 0.00% 0.00%
3 Months 0.58% 0.00% 0.00% 0.00% 1.00% 98.42% 0.00% 0.00% 0.00%
6 Months 0.00% 0.00% 0.00% 0.00% 6.10% 93.90% 0.00% 0.00% 0.00%
12 Months 0.00% 0.00% 0.00% 0.00% 9.10% 90.90% 0.00% 0.00% 0.00%
24 Months 0.00% 0.00% 0.00% 0.00% 30.64% 68.02% 0.00% 0.00% 1.34%
3 Years 0.00% 0.00% 0.00% nan% 31.65% 64.94% 0.00% 0.00% 3.41%
4 Years 0.00% 0.00% 0.00% nan% 38.99% 61.01% 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% 34.31% 50.00% 15.69% 0.00% 0.00%
1 Month 0.06% 0.00% 0.00% 0.00% 43.31% 50.00% 0.00% 6.64% 0.00%
3 Months 5.99% 0.00% 0.00% 0.00% 33.42% 50.00% 0.00% 5.94% 4.65%
6 Months 0.00% 0.00% 0.00% 0.00% 23.18% 50.00% 0.00% 16.38% 10.44%
12 Months 0.00% 0.00% 0.00% 0.00% 28.40% 50.00% 0.00% 13.60% 8.00%
24 Months 0.00% 0.00% 0.00% 0.00% 39.56% 50.00% 0.00% 4.06% 6.38%
3 Years 0.00% 0.00% 0.00% nan% 39.74% 50.00% 0.00% 2.38% 7.88%
4 Years 0.70% 0.00% 0.00% nan% 48.61% 50.00% 0.00% 0.69% nan%

MaxSharpe Weight History

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
1 Week 50.00% 50.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.00%
1 Month 0.00% 47.04% 2.96% 0.00% 0.00% 0.00% 0.00% 0.00% 50.00%
3 Months 0.00% 0.00% 0.00% 46.48% 0.00% 50.00% 0.00% 3.52% 0.00%
6 Months 0.00% 0.00% 0.00% 46.44% 0.00% 50.00% 0.00% 3.56% 0.00%
12 Months 0.00% 0.00% 0.00% 4.30% 11.73% 33.96% 0.00% 50.00% 0.00%
24 Months 0.00% 0.00% 0.00% 14.98% 48.42% 4.86% 0.00% 31.73% 0.00%
3 Years 0.54% 0.00% 4.09% nan% 45.99% 18.45% 0.00% 27.03% 3.91%
4 Years 7.30% 0.00% 0.07% nan% 50.00% 25.57% 0.00% 17.06% nan%

Stable Allocation Band

Min Avg Max Times > 20% Times < 1%
BTC 0.00% 0.84% 5.99% 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 23.18% 36.32% 48.61% 8 0
SPX 50.00% 50.00% 50.00% 8 0
TSLA 0.00% 1.96% 15.69% 0 7
GOOGL 0.00% 6.21% 16.38% 0 2
JLP 0.00% 5.33% 10.44% 0 2

1 Day

Window: 2026-07-18 → 2026-07-19 (2 rows)

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

Asset Total Returns

Total Return
BTC -0.45%
ETH 0.69%
SOL 1.07%
HYPE 1.59%
GOLD 0.00%
SPX 0.00%
TSLA 0.00%
GOOGL 0.00%
JLP 0.54%

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 -81.05% nan% nan 0.00% -0.45% -0.45% -0.45%
ETH 1117.04% nan% nan 0.00% 0.69% 0.69% 0.69%
SOL 4804.33% nan% nan 0.00% 1.07% 1.07% 1.07%
HYPE 31350.05% nan% nan 0.00% 1.59% 1.59% 1.59%
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 617.35% nan% nan 0.00% 0.54% 0.54% 0.54%

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

1.030 1.018 1.005 0.993 0.980 2026-07-18 2026-07-19 HYPE +1.0% SOL +0.8% ETH +0.6% JLP +0.5% GOLD +0.2% SPX +0.2% TSLA +0.2% GOOGL +0.2%

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

1.028 1.015 1.003 0.990 0.978 2026-07-18 2026-07-19 HYPE +0.8% SOL +0.5% ETH +0.3% JLP +0.3% SPX +0.0% TSLA +0.0% GOOGL +0.0% BTC -0.2%

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

1.028 1.015 1.003 0.990 0.978 2026-07-18 2026-07-19 HYPE +0.8% SOL +0.5% ETH +0.3% JLP +0.3% GOLD +0.0% TSLA +0.0% GOOGL +0.0% BTC -0.2%

1 Week

Window: 2026-07-12 → 2026-07-19 (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 ETH (3.79%), while the weakest was HYPE (-9.10%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 10.61%.
- That defensive allocation was: SPX 100.0%.
- The highest-return tested portfolio was MaxSharpe, returning 2.49%.
- The best single asset was ETH, returning 3.79%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 6.064.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -1.51%.
- Single-asset dominance ratio: 1.52x 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)

1.059 1.009 0.960 0.911 0.862 2026-07-12 2026-07-13 2026-07-14 2026-07-16 2026-07-17 2026-07-19 ETH +2.0% JLP -1.6% SOL -2.7% SPX -2.9% GOLD -3.4% GOOGL -4.3% TSLA -7.9% HYPE -11.1%

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

1.090 1.040 0.990 0.939 0.889 2026-07-12 2026-07-13 2026-07-14 2026-07-16 2026-07-17 2026-07-19 ETH +5.6% BTC +3.5% JLP +1.9% SOL +0.8% SPX +0.5% GOOGL -0.9% TSLA -4.6% HYPE -7.9%

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

1.076 1.028 0.980 0.931 0.883 2026-07-12 2026-07-13 2026-07-14 2026-07-16 2026-07-17 2026-07-19 ETH +5.1% BTC +3.0% JLP +1.3% SOL +0.2% GOLD -0.5% GOOGL -1.4% TSLA -5.1% HYPE -8.4%

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: 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: 100.00%
GOLD: 0.00%
JLP: 0.00%
TSLA: 0.00%
BTC: 0.00%
SOL: 0.00%
GOOGL: 0.00%
ETH: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 34.31%
TSLA: 15.69%
JLP: 0.00%
GOOGL: 0.00%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
ETH: 50.00%
BTC: 50.00%
JLP: 0.00%
SPX: 0.00%
SOL: 0.00%
GOLD: 0.00%
GOOGL: 0.00%
TSLA: 0.00%
HYPE: 0.00%

Asset Total Returns

Total Return
BTC 1.17%
ETH 3.79%
SOL -0.79%
HYPE -9.10%
GOLD -2.08%
SPX -1.55%
TSLA -6.60%
GOOGL -2.91%
JLP 0.01%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.903 0.926 0.680 0.867 0.579 0.622 0.508 0.951
ETH 0.903 1.000 0.925 0.805 0.727 0.776 0.656 0.776 0.947
SOL 0.926 0.925 1.000 0.822 0.875 0.640 0.667 0.609 0.995
HYPE 0.680 0.805 0.822 1.000 0.726 0.714 0.578 0.875 0.816
GOLD 0.867 0.727 0.875 0.726 1.000 0.419 0.531 0.423 0.881
SPX 0.579 0.776 0.640 0.714 0.419 1.000 0.882 0.805 0.674
TSLA 0.622 0.656 0.667 0.578 0.531 0.882 1.000 0.487 0.687
GOOGL 0.508 0.776 0.609 0.875 0.423 0.805 0.487 1.000 0.631
JLP 0.951 0.947 0.995 0.816 0.881 0.674 0.687 0.631 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -63.03% 37.03% -1.702 -3.66% -2.68% -2.77% -2.00%
MinVar -55.59% 10.61% -5.240 -1.51% -0.94% -1.01% -1.55%
MinVar-C50 -73.38% 15.80% -4.643 -1.53% -1.52% -1.79% -2.53%
MaxSharpe 297.97% 49.14% 6.064 -2.61% -2.11% -2.12% 2.49%

Single-Asset Comparison

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

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 97.17% 41.91% 2.318 -1.80% -2.10% -2.38% 1.17%
ETH 702.20% 58.77% 11.949 -3.96% -2.50% -2.80% 3.79%
SOL -28.26% 43.07% -0.656 -3.54% -2.61% -2.62% -0.79%
HYPE -99.02% 87.69% -1.129 -10.82% -8.16% -9.25% -9.10%
GOLD -65.50% 26.73% -2.450 -1.86% -2.26% -2.61% -2.08%
SPX -55.59% 10.61% -5.240 -1.51% -0.94% -1.01% -1.55%
TSLA -97.07% 26.53% -3.659 -3.87% -3.02% -3.19% -6.60%
GOOGL -76.29% 48.73% -1.566 -6.51% -3.76% -4.44% -2.91%
JLP 4.49% 30.32% 0.148 -2.00% -1.78% -1.85% 0.01%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 100.0%
  • Highest-return tested portfolio: MaxSharpe — ETH 50.0%, BTC 50.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — ETH 50.0%, BTC 50.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 100.0%
  • Highest-return single asset: ETH — 3.79%
  • Single-asset dominance ratio: 1.524x

1 Month

Window: 2026-06-19 → 2026-07-19 (31 rows)

Claude Narrative Report

- Over 1 Month, the strongest asset was ETH (9.54%), while the weakest was HYPE (-13.05%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 9.95%.
- That defensive allocation was: SPX 92.1%, GOLD 7.9%.
- The highest-return tested portfolio was MaxSharpe, returning 8.07%.
- The best single asset was ETH, returning 9.54%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 4.692.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -2.19%.
- Single-asset dominance ratio: 1.18x versus the best tested portfolio.
- Interpretation: returns are less dependent on a single asset and are more broadly distributed.

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

1.211 1.112 1.013 0.915 0.816 2026-06-19 2026-06-25 2026-07-01 2026-07-07 2026-07-13 2026-07-19 ETH +7.5% SOL +7.1% JLP +4.7% SPX -1.4% TSLA -5.3% GOLD -6.1% GOOGL -6.3% HYPE -15.1%

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

1.219 1.133 1.047 0.962 0.876 2026-06-19 2026-06-25 2026-07-01 2026-07-07 2026-07-13 2026-07-19 ETH +14.5% SOL +14.1% JLP +11.5% BTC +6.5% SPX +5.0% TSLA +0.8% GOOGL -0.2% HYPE -9.6%

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

1.191 1.101 1.011 0.921 0.831 2026-06-19 2026-06-25 2026-07-01 2026-07-07 2026-07-13 2026-07-19 ETH +9.1% SOL +8.6% JLP +6.2% BTC +1.4% TSLA -4.0% GOLD -4.8% GOOGL -5.0% HYPE -13.9%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 92.10%
GOLD: 7.90%
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: 43.31%
GOOGL: 6.64%
BTC: 0.06%
JLP: 0.00%
ETH: 0.00%
TSLA: 0.00%
HYPE: 0.00%
SOL: 0.00%
MaxSharpe ▲
JLP: 50.00%
ETH: 47.04%
SOL: 2.96%
SPX: 0.00%
BTC: 0.00%
TSLA: 0.00%
GOLD: 0.00%
GOOGL: 0.00%
HYPE: 0.00%

Asset Total Returns

Total Return
BTC 1.51%
ETH 9.54%
SOL 9.39%
HYPE -13.05%
GOLD -4.86%
SPX -0.57%
TSLA -4.91%
GOOGL -5.78%
JLP 6.46%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.915 0.712 0.488 0.593 0.330 0.225 0.211 0.813
ETH 0.915 1.000 0.718 0.650 0.440 0.415 0.165 0.353 0.816
SOL 0.712 0.718 1.000 0.565 0.539 0.377 0.320 0.351 0.986
HYPE 0.488 0.650 0.565 1.000 0.172 0.528 0.216 0.522 0.603
GOLD 0.593 0.440 0.539 0.172 1.000 0.290 0.176 0.175 0.563
SPX 0.330 0.415 0.377 0.528 0.290 1.000 0.751 0.624 0.406
TSLA 0.225 0.165 0.320 0.216 0.176 0.751 1.000 0.425 0.310
GOOGL 0.211 0.353 0.351 0.522 0.175 0.624 0.425 1.000 0.355
JLP 0.813 0.816 0.986 0.603 0.563 0.406 0.310 0.355 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 3.14% 29.46% 0.106 -6.49% -2.63% -2.85% -0.09%
MinVar -10.03% 9.95% -1.008 -2.19% -0.90% -1.18% -0.90%
MinVar-C50 -27.98% 13.23% -2.115 -3.76% -1.44% -1.57% -2.73%
MaxSharpe 174.73% 37.24% 4.692 -7.64% -2.18% -2.51% 8.07%

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 26.28% 32.44% 0.810 -8.84% -2.52% -2.65% 1.51%
ETH 236.46% 46.92% 5.040 -10.03% -3.13% -3.47% 9.54%
SOL 238.38% 51.69% 4.612 -9.02% -2.91% -3.35% 9.39%
HYPE -76.40% 72.82% -1.049 -16.24% -5.89% -7.68% -13.05%
GOLD -44.12% 22.23% -1.985 -5.65% -2.24% -2.99% -4.86%
SPX -6.28% 10.09% -0.622 -1.95% -0.91% -1.22% -0.57%
TSLA -36.30% 57.83% -0.628 -10.45% -4.99% -6.64% -4.91%
GOOGL -48.44% 35.57% -1.362 -8.33% -3.42% -4.71% -5.78%
JLP 124.23% 31.10% 3.995 -5.37% -1.87% -2.01% 6.46%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 92.1%, GOLD 7.9%
  • Highest-return tested portfolio: MaxSharpe — JLP 50.0%, ETH 47.0%, SOL 3.0%
  • Best risk-adjusted tested portfolio: MaxSharpe — JLP 50.0%, ETH 47.0%, SOL 3.0%
  • Lowest-drawdown tested portfolio: MinVar — SPX 92.1%, GOLD 7.9%
  • Highest-return single asset: ETH — 9.54%
  • Single-asset dominance ratio: 1.182x

3 Months

Window: 2026-04-19 → 2026-07-19 (92 rows)

Claude Narrative Report

- Over 3 Months, the strongest asset was HYPE (50.79%), while the weakest was GOLD (-17.27%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.74%.
- That defensive allocation was: SPX 98.4%, GOLD 1.0%, BTC 0.6%.
- The highest-return tested portfolio was MaxSharpe, returning 27.11%.
- The best single asset was HYPE, returning 50.79%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 4.077.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -4.56%.
- Single-asset dominance ratio: 1.87x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

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

2.076 1.746 1.417 1.087 0.757 2026-04-19 2026-05-07 2026-05-25 2026-06-12 2026-06-30 2026-07-19 HYPE +84.0% SPX +22.2% GOOGL +20.6% TSLA +14.2% JLP +10.4% SOL +6.1% GOLD -3.4% ETH -6.8%

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

2.054 1.726 1.398 1.070 0.742 2026-04-19 2026-05-07 2026-05-25 2026-06-12 2026-06-30 2026-07-19 HYPE +90.4% SPX +26.5% GOOGL +24.8% TSLA +18.2% JLP +14.3% SOL +9.8% BTC +3.6% ETH -3.5%

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

1.670 1.407 1.144 0.880 0.617 2026-04-19 2026-05-07 2026-05-25 2026-06-12 2026-06-30 2026-07-19 HYPE +50.5% GOOGL -1.3% TSLA -6.6% JLP -9.7% SOL -13.2% BTC -18.1% GOLD -20.9% ETH -23.7%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 98.42%
GOLD: 1.00%
BTC: 0.58%
JLP: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
HYPE: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 33.42%
BTC: 5.99%
GOOGL: 5.94%
JLP: 4.65%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
HYPE: 46.48%
GOOGL: 3.52%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
GOLD: 0.00%
SOL: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC -12.67%
ETH -17.25%
SOL -8.75%
HYPE 50.79%
GOLD -17.27%
SPX 4.65%
TSLA -4.94%
GOOGL 1.55%
JLP -4.46%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.878 0.814 0.445 0.380 0.349 0.222 0.209 0.880
ETH 0.878 1.000 0.834 0.515 0.362 0.433 0.230 0.227 0.885
SOL 0.814 0.834 1.000 0.540 0.435 0.445 0.341 0.214 0.989
HYPE 0.445 0.515 0.540 1.000 0.245 0.365 0.226 0.119 0.543
GOLD 0.380 0.362 0.435 0.245 1.000 0.523 0.372 0.315 0.428
SPX 0.349 0.433 0.445 0.365 0.523 1.000 0.675 0.526 0.446
TSLA 0.222 0.230 0.341 0.226 0.372 0.675 1.000 0.317 0.329
GOOGL 0.209 0.227 0.214 0.119 0.315 0.526 0.317 1.000 0.223
JLP 0.880 0.885 0.989 0.543 0.428 0.446 0.329 0.223 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 1.04% 30.54% 0.034 -14.81% -2.70% -3.52% -0.89%
MinVar 19.41% 12.74% 1.523 -4.56% -1.09% -1.64% 4.31%
MinVar-C50 -16.23% 15.50% -1.047 -9.17% -1.42% -1.98% -4.60%
MaxSharpe 191.74% 47.03% 4.077 -15.67% -3.99% -4.90% 27.11%

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% 34.80% -1.100 -28.71% -2.66% -4.15% -12.67%
ETH -47.49% 48.00% -0.990 -34.14% -3.12% -5.60% -17.25%
SOL -20.83% 51.93% -0.401 -36.12% -3.40% -5.44% -8.75%
HYPE 705.74% 94.84% 7.442 -28.64% -6.77% -9.48% 50.79%
GOLD -51.93% 23.62% -2.198 -17.08% -2.61% -3.15% -17.27%
SPX 20.98% 12.75% 1.646 -4.50% -1.11% -1.63% 4.65%
TSLA -8.58% 47.84% -0.179 -15.75% -4.29% -5.83% -4.94%
GOOGL 13.28% 36.02% 0.369 -16.15% -2.52% -3.77% 1.55%
JLP -12.53% 31.47% -0.398 -23.60% -2.06% -3.30% -4.46%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 98.4%, GOLD 1.0%, BTC 0.6%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, HYPE 46.5%, GOOGL 3.5%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, HYPE 46.5%, GOOGL 3.5%
  • Lowest-drawdown tested portfolio: MinVar — SPX 98.4%, GOLD 1.0%, BTC 0.6%
  • Highest-return single asset: HYPE — 50.79%
  • Single-asset dominance ratio: 1.874x

6 Months

Window: 2026-01-17 → 2026-07-19 (184 rows)

Claude Narrative Report

- Over 6 Months, the strongest asset was HYPE (140.74%), while the weakest was SOL (-46.93%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 14.03%.
- That defensive allocation was: SPX 93.9%, GOLD 6.1%.
- The highest-return tested portfolio was MaxSharpe, returning 65.22%.
- The best single asset was HYPE, returning 140.74%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 4.229.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -9.35%.
- Single-asset dominance ratio: 2.16x 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)

4.272 3.305 2.339 1.372 0.406 2026-01-17 2026-02-22 2026-03-31 2026-05-06 2026-06-12 2026-07-19 HYPE +292.3% SPX +64.1% GOOGL +63.9% TSLA +38.1% GOLD +35.0% JLP +11.9% SOL -18.6% ETH -19.7%

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

3.145 2.436 1.727 1.018 0.309 2026-01-17 2026-02-22 2026-03-31 2026-05-06 2026-06-12 2026-07-19 HYPE +190.6% SPX +21.6% GOOGL +21.4% TSLA +2.3% JLP -17.1% BTC -25.9% SOL -39.7% ETH -40.4%

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

2.612 2.028 1.444 0.860 0.276 2026-01-17 2026-02-22 2026-03-31 2026-05-06 2026-06-12 2026-07-19 HYPE +139.1% GOOGL -0.1% TSLA -15.9% GOLD -17.7% JLP -31.8% BTC -39.0% SOL -50.4% ETH -51.0%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 11.11%
ETH: 11.11%
SOL: 11.11%
HYPE: 11.11%
GOLD: 11.11%
SPX: 11.11%
TSLA: 11.11%
GOOGL: 11.11%
JLP: 11.11%
MinVar
SPX: 93.90%
GOLD: 6.10%
GOOGL: 0.00%
JLP: 0.00%
BTC: 0.00%
TSLA: 0.00%
HYPE: 0.00%
SOL: 0.00%
ETH: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 23.18%
GOOGL: 16.38%
JLP: 10.44%
TSLA: 0.00%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
MaxSharpe ▲
SPX: 50.00%
HYPE: 46.44%
GOOGL: 3.56%
GOLD: 0.00%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -32.17%
ETH -43.36%
SOL -46.93%
HYPE 140.74%
GOLD -12.41%
SPX 7.46%
TSLA -12.95%
GOOGL 5.22%
JLP -25.81%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.922 0.891 0.396 0.134 0.472 0.324 0.190 0.929
ETH 0.922 1.000 0.897 0.459 0.156 0.490 0.308 0.210 0.929
SOL 0.891 0.897 1.000 0.445 0.084 0.444 0.326 0.182 0.986
HYPE 0.396 0.459 0.445 1.000 0.141 0.268 0.176 0.128 0.463
GOLD 0.134 0.156 0.084 0.141 1.000 0.289 0.188 0.210 0.128
SPX 0.472 0.490 0.444 0.268 0.289 1.000 0.645 0.591 0.459
TSLA 0.324 0.308 0.326 0.176 0.188 0.645 1.000 0.342 0.347
GOOGL 0.190 0.210 0.182 0.128 0.210 0.591 0.342 1.000 0.184
JLP 0.929 0.929 0.986 0.463 0.128 0.459 0.347 0.184 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal -10.21% 35.41% -0.288 -19.12% -2.77% -4.07% -8.18%
MinVar 14.05% 14.03% 1.001 -9.35% -1.40% -1.68% 6.29%
MinVar-C50 0.02% 17.14% 0.001 -12.69% -1.48% -2.05% -0.72%
MaxSharpe 205.75% 48.65% 4.229 -15.66% -3.82% -4.84% 65.22%

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 -47.94% 49.19% -0.975 -37.46% -3.80% -5.77% -32.17%
ETH -60.08% 65.51% -0.917 -52.31% -5.00% -7.98% -43.36%
SOL -64.65% 66.78% -0.968 -54.93% -5.72% -7.81% -46.93%
HYPE 826.66% 99.09% 8.343 -28.64% -7.29% -9.40% 140.74%
GOLD -18.74% 33.48% -0.560 -25.06% -2.90% -4.43% -12.41%
SPX 16.59% 14.17% 1.171 -9.10% -1.36% -1.71% 7.46%
TSLA -16.51% 44.01% -0.375 -23.61% -3.76% -5.04% -12.95%
GOOGL 16.48% 32.27% 0.511 -20.37% -2.42% -3.36% 5.22%
JLP -40.14% 40.62% -0.988 -33.43% -3.20% -4.67% -25.81%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 93.9%, GOLD 6.1%
  • Highest-return tested portfolio: MaxSharpe — SPX 50.0%, HYPE 46.4%, GOOGL 3.6%
  • Best risk-adjusted tested portfolio: MaxSharpe — SPX 50.0%, HYPE 46.4%, GOOGL 3.6%
  • Lowest-drawdown tested portfolio: MinVar — SPX 93.9%, GOLD 6.1%
  • Highest-return single asset: HYPE — 140.74%
  • Single-asset dominance ratio: 2.158x

12 Months

Window: 2025-07-19 → 2026-07-19 (366 rows)

Claude Narrative Report

- Over 12 Months, the strongest asset was GOOGL (87.92%), while the weakest was SOL (-56.93%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.35%.
- That defensive allocation was: SPX 90.9%, GOLD 9.1%.
- The highest-return tested portfolio was MaxSharpe, returning 54.87%.
- The best single asset was GOOGL, returning 87.92%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.870.
- The lowest-drawdown tested portfolio was MinVar, with max drawdown of -9.48%.
- Single-asset dominance ratio: 1.60x versus the best tested portfolio.
- Interpretation: one asset is driving a large part of returns, so portfolio-level outperformance may be fragile.

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

3.936 3.066 2.197 1.327 0.458 2025-07-19 2025-09-30 2025-12-12 2026-02-23 2026-05-07 2026-07-19 GOOGL +264.6% HYPE +173.2% GOLD +132.4% TSLA +126.3% SPX +122.5% JLP +32.9% ETH -10.4% SOL -22.6%

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

1.693 1.322 0.951 0.580 0.209 2025-07-19 2025-09-30 2025-12-12 2026-02-23 2026-05-07 2026-07-19 GOOGL +57.0% HYPE +17.7% TSLA -2.5% SPX -4.2% JLP -42.7% BTC -56.9% ETH -61.3% SOL -66.6%

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

1.837 1.430 1.024 0.618 0.212 2025-07-19 2025-09-30 2025-12-12 2026-02-23 2026-05-07 2026-07-19 GOOGL +63.9% HYPE +22.8% GOLD +4.5% TSLA +1.7% JLP -40.3% BTC -55.0% ETH -59.7% SOL -65.2%

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: 90.90%
GOLD: 9.10%
GOOGL: 0.00%
JLP: 0.00%
BTC: 0.00%
TSLA: 0.00%
HYPE: 0.00%
SOL: 0.00%
ETH: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 28.40%
GOOGL: 13.60%
JLP: 8.00%
BTC: 0.00%
TSLA: 0.00%
HYPE: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOOGL: 50.00%
SPX: 33.96%
GOLD: 11.73%
HYPE: 4.30%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -45.31%
ETH -47.87%
SOL -56.93%
HYPE 37.69%
GOLD 19.86%
SPX 18.44%
TSLA 15.53%
GOOGL 87.92%
JLP -26.46%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.870 0.835 0.487 0.148 0.461 0.307 0.177 0.900
ETH 0.870 1.000 0.879 0.549 0.139 0.481 0.308 0.234 0.913
SOL 0.835 0.879 1.000 0.566 0.121 0.431 0.310 0.191 0.981
HYPE 0.487 0.549 0.566 1.000 0.124 0.289 0.183 0.112 0.566
GOLD 0.148 0.139 0.121 0.124 1.000 0.252 0.169 0.210 0.147
SPX 0.461 0.481 0.431 0.289 0.252 1.000 0.601 0.563 0.452
TSLA 0.307 0.308 0.310 0.183 0.169 0.601 1.000 0.376 0.324
GOOGL 0.177 0.234 0.191 0.112 0.210 0.563 0.376 1.000 0.195
JLP 0.900 0.913 0.981 0.566 0.147 0.452 0.324 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 3.76% 35.15% 0.107 -28.88% -2.83% -3.94% -2.45%
MinVar 19.85% 12.35% 1.608 -9.48% -1.16% -1.57% 18.95%
MinVar-C50 25.20% 15.11% 1.668 -12.46% -1.25% -1.88% 23.78%
MaxSharpe 58.04% 20.23% 2.870 -13.49% -1.47% -2.04% 54.87%

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 -39.94% 43.14% -0.926 -53.06% -3.66% -5.24% -45.31%
ETH -35.08% 66.28% -0.529 -67.61% -5.27% -7.80% -47.87%
SOL -44.34% 71.44% -0.621 -74.89% -5.66% -8.25% -56.93%
HYPE 116.52% 96.07% 1.213 -64.19% -7.11% -9.43% 37.69%
GOLD 24.72% 28.02% 0.882 -25.06% -2.40% -3.84% 19.86%
SPX 19.38% 12.60% 1.538 -9.10% -1.17% -1.62% 18.44%
TSLA 27.51% 44.51% 0.618 -29.93% -3.80% -5.21% 15.53%
GOOGL 96.71% 30.55% 3.166 -20.37% -2.26% -2.96% 87.92%
JLP -20.79% 38.54% -0.539 -46.05% -3.03% -4.39% -26.46%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 90.9%, GOLD 9.1%
  • Highest-return tested portfolio: MaxSharpe — GOOGL 50.0%, SPX 34.0%, GOLD 11.7%, HYPE 4.3%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOOGL 50.0%, SPX 34.0%, GOLD 11.7%, HYPE 4.3%
  • Lowest-drawdown tested portfolio: MinVar — SPX 90.9%, GOLD 9.1%
  • Highest-return single asset: GOOGL — 87.92%
  • Single-asset dominance ratio: 1.602x

24 Months

Window: 2024-07-19 → 2026-07-19 (731 rows)

Claude Narrative Report

- Over 24 Months, the strongest asset was HYPE (906.32%), while the weakest was SOL (-54.92%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 14.30%.
- That defensive allocation was: SPX 68.0%, GOLD 30.6%, JLP 1.3%.
- The highest-return tested portfolio was MaxSharpe, returning 167.54%.
- The best single asset was HYPE, returning 906.32%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.778.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.06%.
- Single-asset dominance ratio: 5.41x 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)

14.943 10.990 7.037 3.084 -0.869 2024-07-19 2024-12-12 2025-05-07 2025-09-30 2026-02-23 2026-07-19 HYPE +1262.5% (from 2024-11-22) GOOGL +100.7% GOLD +75.5% TSLA +62.8% SPX +30.0% JLP +12.6% ETH -46.8% SOL -55.1%

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

6.419 4.737 3.055 1.374 -0.308 2024-07-19 2024-12-12 2025-05-07 2025-09-30 2026-02-23 2026-07-19 HYPE +485.8% (from 2024-11-22) GOOGL +14.3% TSLA -7.4% SPX -26.1% JLP -35.8% BTC -42.8% ETH -69.5% SOL -74.4%

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

8.238 6.087 3.935 1.783 -0.368 2024-07-19 2024-12-12 2025-05-07 2025-09-30 2026-02-23 2026-07-19 HYPE +652.1% (from 2024-11-22) GOOGL +55.0% GOLD +36.0% TSLA +25.5% JLP -12.7% BTC -22.0% ETH -58.4% SOL -65.1%

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: 68.02%
GOLD: 30.64%
JLP: 1.34%
GOOGL: 0.00%
BTC: 0.00%
SOL: 0.00%
ETH: 0.00%
HYPE: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 39.56%
JLP: 6.38%
GOOGL: 4.06%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
HYPE: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 48.42%
GOOGL: 31.73%
HYPE: 14.98%
SPX: 4.86%
TSLA: 0.00%
JLP: 0.00%
BTC: 0.00%
ETH: 0.00%
SOL: 0.00%

Asset Total Returns

Total Return
BTC -3.31%
ETH -46.54%
SOL -54.92%
HYPE 906.32%
GOLD 67.76%
SPX 35.47%
TSLA 59.21%
GOOGL 96.69%
JLP 15.52%

Correlation Matrix

BTC ETH SOL HYPE GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.828 0.794 0.408 0.104 0.407 0.362 0.264 0.845
ETH 0.828 1.000 0.798 0.453 0.070 0.436 0.374 0.301 0.849
SOL 0.794 0.798 1.000 0.443 0.068 0.364 0.322 0.230 0.956
HYPE 0.408 0.453 0.443 1.000 0.088 0.217 0.182 0.166 0.480
GOLD 0.104 0.070 0.068 0.088 1.000 0.126 0.059 0.131 0.075
SPX 0.407 0.436 0.364 0.217 0.126 1.000 0.646 0.606 0.383
TSLA 0.362 0.374 0.322 0.182 0.059 0.646 1.000 0.469 0.333
GOOGL 0.264 0.301 0.230 0.166 0.131 0.606 0.469 1.000 0.249
JLP 0.845 0.849 0.956 0.480 0.075 0.383 0.333 0.249 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 39.81% 37.33% 1.067 -35.51% -2.85% -4.10% 70.19%
MinVar 22.42% 14.30% 1.568 -12.95% -1.12% -1.82% 46.84%
MinVar-C50 24.74% 14.77% 1.674 -12.06% -1.16% -1.88% 52.24%
MaxSharpe 68.58% 24.69% 2.778 -18.88% -1.87% -2.62% 167.54%

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 9.29% 46.06% 0.202 -53.06% -3.66% -5.20% -3.31%
ETH -6.34% 70.65% -0.090 -67.61% -5.55% -8.13% -46.54%
SOL -8.78% 78.47% -0.112 -76.25% -6.05% -8.58% -54.92%
HYPE 439.30% 105.63% 4.159 -68.37% -7.49% -10.45% 906.32%
GOLD 33.20% 23.56% 1.410 -25.06% -1.85% -3.21% 67.76%
SPX 17.98% 16.54% 1.087 -18.90% -1.37% -2.12% 35.47%
TSLA 51.21% 60.62% 0.845 -53.77% -4.72% -6.89% 59.21%
GOOGL 47.14% 31.12% 1.515 -29.81% -2.38% -3.66% 96.69%
JLP 15.56% 38.14% 0.408 -46.05% -2.90% -4.28% 15.52%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 68.0%, GOLD 30.6%, JLP 1.3%
  • Highest-return tested portfolio: MaxSharpe — GOLD 48.4%, GOOGL 31.7%, HYPE 15.0%, SPX 4.9%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 48.4%, GOOGL 31.7%, HYPE 15.0%, SPX 4.9%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 39.6%, JLP 6.4%, GOOGL 4.1%
  • Highest-return single asset: HYPE — 906.32%
  • Single-asset dominance ratio: 5.410x

3 Years

Window: 2023-07-19 → 2026-07-19 (1097 rows)

Claude Narrative Report

- Over 3 Years, the strongest asset was SOL (189.20%), while the weakest was ETH (-0.78%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 12.82%.
- That defensive allocation was: SPX 64.9%, GOLD 31.7%, JLP 3.4%.
- The highest-return tested portfolio was MaxSharpe, returning 135.82%.
- The best single asset was SOL, returning 189.20%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 2.138.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.08%.
- Single-asset dominance ratio: 1.39x 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)

2.990 2.264 1.538 0.812 0.086 2023-07-19 2024-02-23 2024-09-29 2025-05-06 2025-12-11 2026-07-19 SOL +32.2% JLP +25.7% (from 2023-12-20) GOOGL +23.0% GOLD -2.1% SPX -32.4% TSLA -41.7% ETH -54.4%

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)

5.602 4.199 2.796 1.394 -0.009 2023-07-19 2024-02-23 2024-09-29 2025-05-06 2025-12-11 2026-07-19 SOL +35.4% GOOGL +26.3% BTC +2.7% JLP -9.2% (from 2023-12-20) SPX -30.8% TSLA -40.3% ETH -53.2%

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)

5.784 4.366 2.948 1.529 0.111 2023-07-19 2024-02-23 2024-09-29 2025-05-06 2025-12-11 2026-07-19 SOL +98.0% GOOGL +82.1% BTC +49.8% GOLD +46.2% JLP +32.3% (from 2023-12-20) TSLA -13.5% ETH -31.5%

Allocation Model Guide

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

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

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

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

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

Exact allocations for this timeframe

Equal
BTC: 12.50%
ETH: 12.50%
SOL: 12.50%
GOLD: 12.50%
SPX: 12.50%
TSLA: 12.50%
GOOGL: 12.50%
JLP: 12.50%
MinVar
SPX: 64.94%
GOLD: 31.65%
JLP: 3.41%
GOOGL: 0.00%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 39.74%
JLP: 7.88%
GOOGL: 2.38%
BTC: 0.00%
TSLA: 0.00%
ETH: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 45.99%
GOOGL: 27.03%
SPX: 18.45%
SOL: 4.09%
JLP: 3.91%
BTC: 0.54%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 115.63%
ETH -0.78%
SOL 189.20%
GOLD 103.23%
SPX 63.34%
TSLA 30.76%
GOOGL 186.69%
JLP 96.35%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL JLP
BTC 1.000 0.811 0.742 0.080 0.334 0.276 0.187 0.733
ETH 0.811 1.000 0.720 0.074 0.374 0.289 0.238 0.775
SOL 0.742 0.720 1.000 0.042 0.304 0.235 0.195 0.798
GOLD 0.080 0.074 0.042 1.000 0.129 0.055 0.108 0.071
SPX 0.334 0.374 0.304 0.129 1.000 0.595 0.592 0.345
TSLA 0.276 0.289 0.235 0.055 0.595 1.000 0.387 0.277
GOOGL 0.187 0.238 0.195 0.108 0.592 0.387 1.000 0.205
JLP 0.733 0.775 0.798 0.071 0.345 0.277 0.205 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 38.98% 31.66% 1.231 -33.39% -2.51% -3.57% 131.33%
MinVar 22.70% 12.82% 1.770 -12.72% -0.97% -1.60% 80.32%
MinVar-C50 24.76% 13.13% 1.885 -12.08% -1.01% -1.65% 89.36%
MaxSharpe 34.84% 16.30% 2.138 -15.42% -1.34% -2.03% 135.82%

Single-Asset Comparison

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

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 44.05% 46.86% 0.940 -53.06% -3.68% -5.32% 115.63%
ETH 23.51% 65.73% 0.358 -67.61% -5.19% -7.51% -0.78%
SOL 100.22% 83.08% 1.206 -76.25% -6.17% -8.61% 189.20%
GOLD 29.42% 20.77% 1.417 -25.06% -1.56% -2.80% 103.23%
SPX 19.07% 14.98% 1.273 -18.90% -1.23% -1.89% 63.34%
TSLA 29.07% 57.98% 0.501 -53.77% -4.43% -6.64% 30.76%
GOOGL 48.48% 29.94% 1.619 -29.81% -2.29% -3.56% 186.69%
JLP 32.26% 33.20% 0.972 -46.05% -2.61% -3.82% 96.35%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 64.9%, GOLD 31.7%, JLP 3.4%
  • Highest-return tested portfolio: MaxSharpe — GOLD 46.0%, GOOGL 27.0%, SPX 18.5%, SOL 4.1%, JLP 3.9%, BTC 0.5%
  • Best risk-adjusted tested portfolio: MaxSharpe — GOLD 46.0%, GOOGL 27.0%, SPX 18.5%, SOL 4.1%, JLP 3.9%, BTC 0.5%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 39.7%, JLP 7.9%, GOOGL 2.4%
  • Highest-return single asset: SOL — 189.20%
  • Single-asset dominance ratio: 1.393x

4 Years

Window: 2022-07-20 → 2026-07-19 (1461 rows)

Claude Narrative Report

- Over 4 Years, the strongest asset was GOOGL (207.15%), while the weakest was ETH (23.29%).
- The lowest-risk tested portfolio was MinVar, with annualised volatility of 13.27%.
- That defensive allocation was: SPX 61.0%, GOLD 39.0%.
- The highest-return tested portfolio was Equal, returning 181.08%.
- The best single asset was GOOGL, returning 207.15%.
- The best risk-adjusted tested portfolio was MaxSharpe, with a Sharpe-like score of 1.812.
- The lowest-drawdown tested portfolio was MinVar-C50, with max drawdown of -12.68%.
- Single-asset dominance ratio: 1.14x 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)

1.406 1.109 0.812 0.514 0.217 2022-07-20 2023-05-08 2024-02-24 2024-12-12 2025-09-30 2026-07-19 GOOGL -0.9% GOLD -10.4% SOL -33.9% SPX -40.8% TSLA -46.7% ETH -55.3%

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

2.997 2.299 1.600 0.901 0.203 2022-07-20 2023-05-08 2024-02-24 2024-12-12 2025-09-30 2026-07-19 BTC +12.7% GOOGL +11.5% SOL -25.4% SPX -33.7% TSLA -40.3% ETH -49.6%

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

3.118 2.394 1.669 0.945 0.221 2022-07-20 2023-05-08 2024-02-24 2024-12-12 2025-09-30 2026-07-19 BTC +71.5% GOOGL +67.6% GOLD +52.7% SOL +13.9% TSLA -9.5% ETH -22.9%

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: 14.29%
ETH: 14.29%
SOL: 14.29%
GOLD: 14.29%
SPX: 14.29%
TSLA: 14.29%
GOOGL: 14.29%
MinVar
SPX: 61.01%
GOLD: 38.99%
BTC: 0.00%
GOOGL: 0.00%
ETH: 0.00%
SOL: 0.00%
TSLA: 0.00%
MinVar-C50
SPX: 50.00%
GOLD: 48.61%
BTC: 0.70%
GOOGL: 0.69%
ETH: 0.00%
TSLA: 0.00%
SOL: 0.00%
MaxSharpe ▲
GOLD: 50.00%
SPX: 25.57%
GOOGL: 17.06%
BTC: 7.30%
SOL: 0.07%
TSLA: 0.00%
ETH: 0.00%

Asset Total Returns

Total Return
BTC 177.65%
ETH 23.29%
SOL 81.19%
GOLD 136.47%
SPX 88.33%
TSLA 53.87%
GOOGL 207.15%

Correlation Matrix

BTC ETH SOL GOLD SPX TSLA GOOGL
BTC 1.000 0.827 0.741 0.111 0.362 0.274 0.244
ETH 0.827 1.000 0.726 0.097 0.393 0.285 0.281
SOL 0.741 0.726 1.000 0.069 0.320 0.231 0.239
GOLD 0.111 0.097 0.069 1.000 0.153 0.044 0.124
SPX 0.362 0.393 0.320 0.153 1.000 0.571 0.639
TSLA 0.274 0.285 0.231 0.044 0.571 1.000 0.382
GOOGL 0.244 0.281 0.239 0.124 0.639 0.382 1.000

Tested Portfolio Comparison

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
Equal 37.06% 33.79% 1.097 -39.86% -2.58% -3.83% 181.08%
MinVar 21.61% 13.27% 1.629 -13.35% -1.01% -1.66% 111.19%
MinVar-C50 22.66% 13.51% 1.678 -12.68% -1.07% -1.71% 118.25%
MaxSharpe 27.70% 15.28% 1.812 -14.82% -1.26% -1.91% 153.79%

Single-Asset Comparison

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

Ann. Return Ann. Vol Sharpe-like Max Drawdown VaR 95% (daily) CVaR 95% (daily) Sample Total Return
BTC 44.69% 47.87% 0.933 -53.06% -3.63% -5.50% 177.65%
ETH 30.67% 65.79% 0.466 -67.61% -5.05% -7.76% 23.29%
SOL 74.59% 90.24% 0.827 -79.24% -6.45% -9.69% 81.19%
GOLD 26.38% 19.42% 1.359 -25.06% -1.47% -2.54% 136.47%
SPX 18.66% 16.07% 1.161 -18.90% -1.35% -1.98% 88.33%
TSLA 31.97% 58.51% 0.546 -65.05% -4.78% -6.98% 53.87%
GOOGL 39.10% 31.52% 1.240 -31.66% -2.39% -3.77% 207.15%

Deterministic Summary

  • Best low-risk tested portfolio: MinVar — SPX 61.0%, GOLD 39.0%
  • 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 50.0%, SPX 25.6%, GOOGL 17.1%, BTC 7.3%, SOL 0.1%
  • Lowest-drawdown tested portfolio: MinVar-C50 — SPX 50.0%, GOLD 48.6%, BTC 0.7%, GOOGL 0.7%
  • Highest-return single asset: GOOGL — 207.15%
  • Single-asset dominance ratio: 1.144x