Correlation Analysis
JPMorgan Chase & Co. vs SoFi Technologies, Inc. Common Stock
JPM vs SOFI
+0.755
Strong positive
When one moves up, the other tends to follow.
JPMorgan Chase & Co.
↗JPM
JPMorgan Chase is one of the largest and most complex financial institutions in the United States, with more than $4.4 trillion in assets. It is organized into four major segments: consumer and community banking, corporate and investment banking, commercial banking, and asset and wealth management. JPMorgan operates and is subject to regulation in multiple countries.
Market cap 792.5B
SoFi Technologies, Inc. Common Stock
↗SOFI
SoFi is a financial-services company that was founded in 2011 and is based in San Francisco. Initially known for its student loan refinancing business, the company has expanded its product offerings to include personal loans, credit cards, mortgages, investment accounts, banking services, and financial planning. The company intends to be a one-stop shop for its clients' finances and operates solely through its mobile app and website. Through its acquisition of Galileo in 2020, the company also offers payment and account services for debit cards and digital banking.
Market cap 20.7B · 6,100 employees
Time Series
Relative Performance
Who Moves First
JPM leads SOFI by 6 days
JPM tends to move before SOFI.
After testing 13 timing shifts, the strongest relationship was +0.765 (they moved in the same direction).
Do They Crash Together?
Correlation by Market Regime
How these series behave when markets are rising, falling, or diverging. A correlation that holds in drawdowns is very different from one that only works in rallies.
Both Rising
+0.602
13 periods · Return correlation when both series rose
Both Falling
+0.398
11 periods · Return correlation when both series fell
Diverging
-0.014
11 periods · Return correlation when series moved apart
R-Squared
57.0%
Share of variance in one series explained by the other.
Trend Agreement
63.5%
How often both series moved in the same direction period-to-period.
Overlap Quality
1,218
Deep shared window — 1,218 usable pairs.
Significance
p < 0.001
95% CI: [0.730, 0.778]
Scatter
XY Regression
Pipeline
Data quality details
Pipeline
Data quality details
Pipeline Summary
1,218 paired data points survived the daily window.
Raw input
1,254
1,218
Normalized
1,254
1,218
Prepared
1,254
1,218
Aligned
1,218
1,218
Invalid removed
0
A: 0 / B: 0
Duplicates removed
0
A: 0 / B: 0
Alignment drops
36
A: 36 / B: 0
Series A
JPMorgan Chase & Co.
JPM
Market cap 792.5B
Stock · 1,254 raw → 1,254 prepared
Series B
SoFi Technologies, Inc. Common Stock
SOFI
Market cap 20.7B · 6,100 employees
Stock · 1,218 raw → 1,218 prepared
Sign agreement
100.0%
How often both values share the same sign.
Zero crossings
3
Estimated crossover points between normalized spreads.
Slope
0.0808
Linear regression slope.
Intercept
-3.2582
Linear regression intercept.
Related Extremes
Highest and Lowest Correlated
JPM
JPMorgan Chase & Co.
Highest
+0.977
Royal Caribbean Group
RCL · 1,254 data points
Lowest
-0.873
The Kraft Heinz Company Common Stock
KHC · 1,254 data points
SOFI
SoFi Technologies, Inc. Common Stock
Highest
+0.778
Tesla, Inc. Common Stock
TSLA · 1,218 data points
Lowest
-0.006
Exxon Mobil Corporation
XOM · 1,218 data points
Saved 7 hours ago · ID: stock-jpm-vs-stock-sofi-daily