Verified factor-similar pair

MMTM vs PWB

These two ETFs pass the same FF6 US similarity lane: US-listed equity ETFs, same USD model basis, at least one material non-market factor, and 100% overlap in statistically significant material factor exposure.

UMD
Similarity score
82
Verified similar

Score blends exposure-level distance, factor-vector shape, market-beta closeness, and a small backtested relative-Sharpe term.

MMTM

State Street SPDR S&P 1500 Momentum Tilt ETF
UMD
Adj. R2
0.950
Rel. Sharpe
1.098
Mkt beta
1.00
AUM
US$161M
MER
0.12%
Valuation
192

PWB

Invesco Large Cap Growth ETF
UMD
Adj. R2
0.938
Rel. Sharpe
0.991
Mkt beta
1.08
AUM
US$1.7B
MER
0.55%
Valuation
646

Factor Exposure Match

Blue bars compare raw factor beta magnitude. Green bars compare absolute t-stat strength. Dim bars indicate the t-stat is below 1.96.

SMB
MMTM
-0.12
|t|
-3.5
PWB
-0.08
|t|
-2.2
diff -0.04
HML
MMTM
+0.02
|t|
+0.7
PWB
-0.19
|t|
-5.9
diff +0.22
RMW
MMTM
+0.02
|t|
+0.6
PWB
-0.05
|t|
-1.2
diff +0.08
CMA
MMTM
-0.01
|t|
-0.2
PWB
-0.03
|t|
-0.7
diff +0.02
UMD
MMTM
+0.15
|t|
+6.4
PWB
+0.17
|t|
+8.7
diff -0.02

Why This Pair Matches

Exposure level
84
Exposure shape
77
Mkt beta diff
0.08
Rel. Sharpe diff
0.107

This comparison focuses on measured factor exposure, not a qualitative review of each fund's portfolio-construction process. Backtested relative Sharpe is included as a secondary signal, while we continue refining a comparison metric that separates factor payoff from alpha. See methodology.

MMTM fund page PWB 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.