Verified factor-similar pair

SMMD vs IWMI

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

SMB
Similarity score
83
Verified similar

The score combines exposure-level distance, factor-vector shape, market-beta closeness, and a small backtested relative-Sharpe term.

Quick Read

  • SMMD has the higher backtested relative Sharpe (0.773 vs 0.626).
  • SMMD has the lower published fee (0.23% vs 0.78%).
  • IWMI is cheaper on dividend valuation (101 vs 135, where 100 is each fund's historical median).
  • SMMD has the stronger regression fit (adjusted R-squared 0.975 vs 0.940).

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

SMMD

iShares Russell 2500 ETF
SMB
Adj. R2
0.975
Rel. Sharpe
0.773
Mkt beta
1.03
AUM
US$2.9B
MER
0.23%
Valuation
135

IWMI

NEOS Russell 2000 High Income ETF
SMB
Adj. R2
0.940
Rel. Sharpe
0.626
Mkt beta
0.90
AUM
US$724M
MER
0.78%
Valuation
101

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
SMMD
+0.61
|t|
+16.0
IWMI
+0.50
|t|
+5.4
diff +0.11
HML
SMMD
+0.13
|t|
+4.0
IWMI
+0.18
|t|
+1.5
diff -0.04
RMW
SMMD
-0.08
|t|
-1.9
IWMI
-0.18
|t|
-1.9
diff +0.10
CMA
SMMD
-0.00
|t|
-0.0
IWMI
+0.15
|t|
+1.3
diff -0.15
UMD
SMMD
+0.03
|t|
+1.1
IWMI
+0.06
|t|
+0.8
diff -0.03

Why This Pair Matches

Exposure level
81
Exposure shape
97
Mkt beta diff
0.13
Rel. Sharpe diff
0.147

This comparison focuses on measured factor exposure. It does not compare holdings methodology, turnover, tax handling, or issuer process. Backtested relative Sharpe is a secondary signal rather than a stand-alone forecast. See methodology.

SMMD fund page IWMI 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.