Analysis period: 2023-01-01 to 2023-12-31
Relative Performance of ETH vs SOL (Normalized to 100)
Normalized to 100 at start date for comparison
Key Takeaways
- Total Return: ETH delivered a +91.0% total return, while SOL returned +921.7% over the same period. SOL outperformed on total returns.
- Risk-Adjusted Return (Sharpe Ratio): SOL had a higher Sharpe (2.79 vs 1.53), indicating better risk-adjusted performance.
- Volatility (Annualized): SOL was more volatile, with 99.3% annualized volatility, versus 46.8% for ETH.
- Maximum Drawdown: ETH's maximum drawdown was -27.4%, while SOL experienced a deeper drawdown of -44.7%.
- Tail Risk (VaR & Expected Shortfall): At the 5% level (daily log returns), ETH's VaR was -3.90% and its Expected Shortfall (CVaR) was -5.15%; SOL's were -6.35% and -8.67%. VaR is the cutoff; Expected Shortfall is the average move on the worst days.
- Skew & Kurtosis: Skew: ETH 0.36 vs SOL 1.06. Excess kurtosis: ETH 2.14 vs SOL 3.57. Negative skew leans downside; higher excess kurtosis means fatter tails.
- Tail Days & Extremes: 2σ tail days (down/up): ETH 12/14, SOL 4/13. Worst day: ETH -7.99% (2023-04-19) vs SOL -11.82% (2023-02-09). Best day: ETH +12.24% (2023-11-09) vs SOL +32.59% (2023-01-14).
- Risk ratios: Sortino - ETH: 2.46 vs. SOL: 5.43 , Calmar - ETH: N/A vs. SOL: N/A , Sterling - ETH: N/A vs. SOL: N/A , Treynor - ETH: N/A vs. SOL: N/A , Ulcer Index - ETH: N/A vs. SOL: N/A
Ethereum vs Solana Correlation
Ethereum and Solana were strongly correlated in 2023. With a correlation of 0.68, these assets tended to move together, limiting diversification benefits.
For portfolio construction, this strong correlation means holding both ETH and SOL provides limited risk reduction — they're likely to decline together in downturns.
| Metric | Value |
|---|---|
| Current (30-day) | 0.35 |
| Average (full period) | 0.68 |
| Minimum | 0.08 |
| Maximum | 0.93 |
Correlation measures how closely two assets move together. Values near +1 indicate strong co-movement, near 0 indicates independence, and negative values indicate inverse movement.
Investment Comparison
If you invested $10,000 in each asset on January 1, 2023:
Difference: $83,066.805 (SOL ahead)
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Ethereum and Solana: Risk Analysis
Ethereum experienced its maximum drawdown of -27.4% from 2023-04-16 to 2023-10-12. It has not yet recovered to its previous peak.
Solana experienced its maximum drawdown of -44.7% from 2023-02-20 to 2023-06-14. It has not yet recovered to its previous peak.
Smaller drawdowns and faster recoveries indicate lower downside risk and greater resilience during market stress.
Sharpe Ratio of ETH and SOL
Sharpe ratio measures return per unit of risk (volatility). A higher Sharpe indicates better risk-adjusted performance. SOL had a higher Sharpe (2.79 vs 1.53), indicating better risk-adjusted performance.
A Sharpe above 1.0 is generally considered good, above 2.0 is excellent. Negative Sharpe means the asset underperformed the risk-free rate. Calculated on each asset's full 365-day lookback of available prices and annualized using the asset calendar (365 for crypto, 252 trading days for equities/ETFs/metals).
Sortino Ratio of ETH and SOL
Sortino ratio measures return per unit of downside risk. Unlike Sharpe, it only counts downside deviation (returns below the target return). SOL had better downside-adjusted returns.
A higher Sortino is better. It's useful when upside volatility is common (crypto is the obvious example). Downside deviation: ETH 29.1% vs SOL 51.0%. Calculated on each asset's full 365-day lookback of available prices, using the daily risk-free rate as the target return, and annualized using the asset calendar (365 for crypto, 252 trading days for equities/ETFs/metals).
Tail Risk & Distribution Shape (2023): Ethereum vs. Solana
This section looks at the shape of daily returns, not just the average. Tail stats are computed per asset on its own daily series (crypto includes weekends). We use daily log returns so multi-day moves add cleanly.
Definitions: Value at Risk (VaR), Expected Shortfall, skew, kurtosis, and fat tails.
| Metric (2023) | ETH | SOL |
|---|---|---|
| 5% VaR (daily log return) | -3.90% | -6.35% |
| 5% Expected Shortfall (CVaR) | -5.15% (worst 19 days) | -8.67% (worst 19 days) |
| Skew | 0.36 | 1.06 |
| Excess kurtosis | 2.14 | 3.57 |
| 2σ tail days (down / up) | 12 / 14 | 4 / 13 |
| Worst day | -7.99% (2023-04-19) | -11.82% (2023-02-09) |
| Best day | +12.24% (2023-11-09) | +32.59% (2023-01-14) |
Downside co-moves (2σ) — 2023
Computed on shared dates only (n=363). A “2σ downside move” means a shared-close log return more than 2 standard deviations below that asset’s own mean on this shared-date series. Dates below show simple returns (%) for readability.
Show downside tail dates
Dates below are shared-date observations. The “Date” is the period end (close). Tail thresholds are computed on log returns, but the table shows simple returns (%) for readability. Returns are computed from the previous shared close to this one (for example, Friday → Monday includes weekend moves).
Days when both ETH and SOL had a big down day (2σ)
| Date (interval) | ETH | SOL |
|---|---|---|
| 2023-02-09 | -6.32% | -11.82% |
| 2023-06-10 | -4.77% | -9.92% |
| 2023-11-16 | -4.83% | -11.69% |
Days when ETH had a big down day
| Date (interval) | ETH | SOL |
|---|---|---|
| 2023-01-30 | -4.79% | -8.37% |
| 2023-02-09 | -6.32% | -11.82% |
| 2023-03-03 | -4.74% | -2.66% |
| 2023-03-09 | -6.22% | -6.04% |
| 2023-04-19 | -7.99% | -8.61% |
| 2023-04-21 | -4.79% | -4.07% |
| 2023-05-06 | -4.75% | -3.73% |
| 2023-06-10 | -4.77% | -9.92% |
| 2023-06-14 | -5.09% | -3.54% |
| 2023-08-17 | -6.69% | -4.83% |
| 2023-11-16 | -4.83% | -11.69% |
| 2023-12-11 | -5.44% | -5.81% |
Days when SOL had a big down day
| Date (interval) | ETH | SOL |
|---|---|---|
| 2023-02-09 | -6.32% | -11.82% |
| 2023-03-08 | -1.78% | -9.01% |
| 2023-06-10 | -4.77% | -9.92% |
| 2023-11-16 | -4.83% | -11.69% |
Read this as “how ugly the ugly days get”, not as a precise forecast. One-year samples are small, so tail estimates are inherently noisy.
Full Comparison of Ethereum vs. Solana (2023)
| Metric | ETH | SOL |
|---|---|---|
| Total Return | +91.0% | +921.7% |
| Annualized Volatility | 46.8% | 99.3% |
| Sharpe Ratio | 1.53 | 2.79 |
| Sortino Ratio | 2.46 | 5.43 |
| Calmar Ratio | N/A | N/A |
| Sterling Ratio | N/A | N/A |
| Treynor Ratio | N/A | N/A |
| Ulcer Index | N/A | N/A |
| Max Drawdown | -27.4% | -44.7% |
| Avg Correlation to S&P 500 | N/A | N/A |
| 5% VaR (daily log return) | -3.90% | -6.35% |
| 5% Expected Shortfall (CVaR) | -5.15% | -8.67% |
| Skew | 0.36 | 1.06 |
| Excess kurtosis | 2.14 | 3.57 |
| 2σ tail days (down / up) | 12 / 14 | 4 / 13 |
Audit this calculation
Formulas, inputs, and conventions used to compute the metrics on this page.
Inputs & conventions
- Shared window for pair metrics
- 2023-01-01 → 2023-12-31 (last shared close).
- Annualization (days/year)
- ETH: 365 days/year; SOL: 365 days/year.
- Risk-free rate
- Uses the 3-month U.S. Treasury yield (FRED: DGS3MO), averaged over each asset’s window:
- ETH: 4.50%.
- SOL: 4.50%.
- Volatility drag (rule of thumb)
- Estimated from annualized volatility (simple returns). For the log-return framing, see Log returns.
- ETH: ≈ -11.0%/yr
- SOL: ≈ -49.3%/yr
- Data alignment
- No forward fill. Correlation and tail co-moves are computed on shared closes only. For cross-calendar pairs (e.g., crypto vs stocks), weekend/holiday moves roll into the next shared close.
- Return conventions
- Volatility/Sharpe/Sortino use simple daily returns. Tail-risk uses daily log returns for distribution stats (but tables show simple returns). Log returns.
Formulas
- Price on day t.
- Simple daily return.
- Log daily return.
- Average daily return.
- Standard deviation of daily returns.
- Annualization factor (days/year).
- Annual risk-free rate.
Ethereum vs Solana: Frequently Asked Questions
Which had higher volatility: ETH or SOL?
SOL showed higher volatility at 99.3% annualized, compared to 46.8% for ETH During 2023. Higher volatility meant larger price swings in both directions.
Did ETH provide diversification when held with SOL?
ETH and SOL were strongly correlated in 2023, with an average correlation of 0.68. This strong correlation limited diversification benefits.
How bad are the worst 5% days for ETH vs SOL?
During 2023, ETH's 5% VaR was -3.90% and its 5% Expected Shortfall was -5.15% (worst 19 days). SOL's were -6.35% and -8.67% (worst 19 days).
Do ETH and SOL crash together on bad days?
On shared dates (n=363), when SOL has a 2σ down day, ETH also does 75.0% (3/4 days). In the other direction, when ETH has one, SOL also does 25.0% (3/12 days).
Which had better risk-adjusted returns: ETH or SOL?
SOL showed better risk-adjusted performance with a Sharpe ratio of 2.79 versus ETH's 1.53 During 2023.
Could ETH and SOL have been combined in a portfolio?
Yes, though allocation sizing mattered. Their strong correlation provided limited risk reduction since they tended to move together. SOL's higher volatility (99.3%) meant even small allocations can materially impact overall portfolio risk.