Verified factor-similar pair

REGL vs SMIG

These US-listed equity ETFs share verified FF6 US factor exposure. The modeled volatility of their factor-return difference is at or below 3% annualized on both the same 36-month window and a longer factor-history check.

SMB RMW
Current similarity score
82
Factor-similar

The score is 100 for identical fitted exposures and 80 at the 3% modeled tracking-error limit. It includes market and non-market factors; it does not indicate which fund earned or is expected to earn more. How to read this score.

Quick Read

  • REGL has the higher backtested relative Sharpe (1.332 vs 0.878).
  • REGL has the lower published fee (0.40% vs 0.60%).
  • REGL is cheaper on dividend valuation (99 vs 115, where 100 is each fund's historical median).
  • SMIG has the stronger regression fit (adjusted R-squared 0.866 vs 0.853).

These are screening signals, not a complete review of portfolio construction, turnover, taxes, or trading quality.

REGL

ProShares S&P MidCap 400 Dividend Aristocrats ETF
SMB RMW
Adj. R2
0.853
Rel. Sharpe
1.332
Mkt beta
0.77
AUM
US$1.7B
MER
0.40%
Valuation
99

SMIG

Bahl & Gaynor Small/Mid Cap Income Growth ETF
SMB RMW UMD
Adj. R2
0.866
Rel. Sharpe
0.878
Mkt beta
0.86
AUM
US$1.3B
MER
0.60%
Valuation
115

Market beta uses the common 36-month window through 2026-08. Adjusted R² and relative Sharpe describe each fund's separately published full-history model.

Factor Exposure Match

Blue bars compare factor beta magnitude from the same 36 months shown above. Green bars compare absolute t-stat strength; dim bars indicate |t| below 1.96. Every factor enters the distance calculation regardless of its t-statistic.

SMB
REGL
+0.48
|t|
+3.7
SMIG
+0.36
|t|
+3.1
diff +0.13
HML
REGL
+0.55
|t|
+3.6
SMIG
+0.51
|t|
+3.7
diff +0.04
RMW
REGL
+0.28
|t|
+2.6
SMIG
+0.25
|t|
+2.6
diff +0.03
CMA
REGL
+0.27
|t|
+1.5
SMIG
+0.29
|t|
+1.9
diff -0.02
UMD
REGL
+0.13
|t|
+1.6
SMIG
+0.23
|t|
+3.0
diff -0.09

What Happened Over the Same 36 Months

REGL adjusted total-return CAGR
12.66%
SMIG adjusted total-return CAGR
12.69%

SMIG ahead by 0.04 percentage points/year over 2023-09 through 2026-08. This is the observed difference between annualized compounded returns from adjusted prices, not an expected return or a factor-model estimate.

Historical factor attribution

Signed contribution to REGL minus SMIG, percentage points/year, using fitted 36-month exposures and average factor returns over those same months:

Market factor
-1.44
Other factors, combined
-0.96
Total factor-implied difference
-2.40

This arithmetic-average factor attribution excludes the regression intercept and fund-specific return. It therefore need not equal the observed CAGR difference and is not a forecast.

Why This Pair Matches

Modeled factor tracking error · 36m
2.77%/yr
Modeled tracking error · 120m factor history
2.41%/yr
Mkt beta diff
0.09
Rel. Sharpe diff
0.453

Fitted exposures and factor covariance estimate the volatility, not the average or direction, of the funds' modeled return difference. The common regression window is 2023-09 through 2026-08. A short-window estimate and a longer factor-history check must both be at or below 3.000%; this is a screening limit, not a forecast. Holdings, turnover, taxes and trading costs require a separate review. The Sharpe figures elsewhere on this page come from each fund's published full-history model and do not enter similarity ranking. See the full methodology.

REGL fund page SMIG fund page US ETF Leaders US Universe
Important context

VerifiedBeta publishes educational ETF research, not personalized investment advice, portfolio management, or security recommendations. Funds that screen well here can still be unsuitable for your objectives, taxes, liquidity needs, or constraints. Review fund documents, methodology assumptions, and your own circumstances before acting. See the full disclaimer.