Crypto price correlation with Bitcoin
Which coins follow Bitcoin and which move on their own? Correlation of the largest coins with BTC, calculated from hourly price changes over 30 and 7 days. Close to 1: moves up and down almost in lockstep with BTC; close to 0: unrelated.
- Average correlation with BTC
- 0.57
- Very tight (≥ 0.8)
- 7 coins
- Fairly independent (< 0.5)
- 12 coins
- Average beta
- 1.23
Tracks BTC most closely
- WBT $66.19beta 1.000.97
- ETH $1,925.50beta 1.180.89
- SOL $76.68beta 1.370.84
- DOGE $0.06407beta 1.290.83
- BNB $629.89beta 0.920.81
- ADA $0.1667beta 1.510.81
- SUI $0.7867beta 1.700.80
- XRP $1.00beta 1.180.77
Most independent
- USDY $1.15beta 0.00-0.13
- LEO $9.31beta 0.000.00
- BTW $0.7517beta 0.600.06
- JST $0.1453beta 0.070.07
- M $0.8162beta 0.470.15
- TRX $0.3119beta 0.080.16
- HTX $0.000001504beta 0.090.16
- RAIN $0.003713beta 0.720.21
Decoupling from BTC
7-day correlation is at least 0.15 below the 30-day figure.
- GRAM $1.087d 0.190.42
- ICP $2.407d 0.500.65
30-day correlation matrix
The 12 largest coins, pair by pair. The darker the color, the more often the two coins move together. On phones, the top 8 coins are shown.
Correlation of major coins with BTC and ETH
| Coin | BTC 30d | BTC 7d | Beta |
|---|---|---|---|
| 0.89 | 0.89 | 1.18 | |
| 0.81 | 0.88 | 0.92 | |
| 0.77 | 0.67 | 1.18 | |
| 0.84 | 0.81 | 1.37 | |
| 0.16 | 0.30 | 0.08 | |
| 0.64 | 0.65 | 1.40 | |
| 0.67 | 0.61 | 2.27 | |
| 0.83 | 0.81 | 1.29 | |
| 0.31 | 0.36 | 0.72 | |
| 0.00 | -0.03 | 0.00 | |
| 0.97 | 0.99 | 1.00 | |
| 0.77 | 0.77 | 1.52 | |
| 0.81 | 0.77 | 1.51 | |
| 0.72 | 0.67 | 1.24 | |
| 0.66 | 0.60 | 2.19 | |
| 0.65 | 0.63 | 1.38 | |
| 0.72 | 0.72 | 1.24 | |
| 0.72 | 0.69 | 1.48 | |
| 0.66 | 0.62 | 1.76 | |
| 0.53 | 0.60 | 1.31 | |
| 0.80 | 0.73 | 1.70 | |
| 0.42 | 0.19 | 0.81 | |
| 0.66 | 0.69 | 1.29 | |
| 0.21 | 0.19 | 0.72 | |
| 0.75 | 0.63 | 1.66 | |
| 0.76 | 0.72 | 1.18 | |
| -0.13 | -0.08 | 0.00 | |
| 0.65 | 0.61 | 1.11 | |
| 0.06 | 0.13 | 0.60 | |
| 0.72 | 0.68 | 1.16 | |
| 0.57 | 0.64 | 1.74 | |
| 0.15 | 0.25 | 0.47 | |
| 0.54 | 0.47 | 1.74 | |
| 0.64 | 0.65 | 2.20 | |
| 0.66 | 0.53 | 1.57 | |
| 0.75 | 0.73 | 1.81 | |
| 0.60 | 0.58 | 0.87 | |
| 0.66 | 0.64 | 2.35 | |
| 0.21 | 0.25 | 0.33 | |
| 0.62 | 0.67 | 1.49 | |
| 0.56 | 0.73 | 1.29 | |
| 0.65 | 0.50 | 1.44 | |
| 0.16 | 0.24 | 0.09 | |
| 0.59 | 0.62 | 1.12 | |
| 0.58 | 0.58 | 0.83 | |
| 0.07 | 0.18 | 0.07 | |
| 0.60 | 0.72 | 0.50 | |
| 0.62 | 0.64 | 1.94 | |
| 0.75 | 0.74 | 1.19 | |
| 0.60 | 0.50 | 1.71 | |
| 0.30 | 0.26 | 0.51 | |
| 0.56 | 0.58 | 2.04 | |
| 0.58 | 0.65 | 0.76 | |
| 0.65 | 0.59 | 1.28 | |
| 0.68 | 0.54 | 1.72 | |
| 0.71 | 0.58 | 1.85 | |
| 0.50 | 0.45 | 2.07 | |
| 0.54 | 0.48 | 1.75 | |
| 0.50 | 0.37 | 0.77 |
How to read the numbers
Correlation (from −1 to 1) shows whether two coins tend to rise and fall at the same time. 0.8 or higher: moves almost in step with BTC — when BTC drops, this coin is unlikely to hold still. Below 0.5: the coin has its own story and its price depends little on BTC.
Beta shows how many times more volatile a coin is than BTC. Beta 1.5: when BTC rises or falls 1% in an hour, this coin typically rises or falls about 1.5%. Coins with high correlation and a large beta lose more than BTC when the market turns red.
Annual volatility is the price volatility over the past 30 days, annualized (the way funds measure it) — BTC is currently about 37%. The higher the number, the more sharply the price tends to swing; 100% means the price typically moves about ±100% around its average over a year.
Method: take the hourly average price across 22 exchanges, compute hourly returns, then the Pearson correlation over the hours where both coins have a price (30 days ≈ 720 hours; 7 days ≈ 168 hours). Unusual hourly moves caused by coin-specific news are capped so a single event does not skew the whole month. Coins with less than 20 days of data are not included. Figures are recalculated every 30 minutes.
Correlation measures the past and can change quickly when a coin has its own news. What are correlation and beta?