Tax-Loss Harvest Finder
Sell the loss, keep the exposure. For any fund, ranked stand-ins that track the same market — scored on a year of price correlation, holdings overlap, and fee — with a flag when two funds follow the same index and a swap could look substantially identical.
Correlation computed on ~250 shared sessions per pair · not tax advice — the flag is a heuristic, your compliance desk has the final word
| Substitute | Correlation | Book overlap | Fee vs PAMC | Assets | Wash-sale read | |
|---|---|---|---|---|---|---|
| IVOO Vanguard S&P Mid-Cap 400 ETF | 0.905 | — | -50bp | $2.2B | different index | Compare |
| SPMD State Street SPDR Portfolio S&P 400 Mid Cap ETF | 0.903 | — | -57bp | $18.4B | different index | Compare |
| IVOG Vanguard S&P Mid-Cap 400 Growth Index Fund | 0.899 | — | -45bp | $1.1B | different index | Compare |
| JMEE JPMorgan Small & Mid Cap Enhanced Equity ETF | 0.898 | — | -36bp | $2.9B | different index | Compare |
| MDYG SPDR S&P 400 Mid Cap Growth ETF | 0.897 | — | -45bp | $2.8B | different index | Compare |
| VB Vanguard Small Cap Index Fund | 0.894 | — | -55bp | $58.9B | different index | Compare |
RANKED BY CORRELATION, FEE, AND OVERLAP · “SAME INDEX” PAIRS ARE FLAGGED BECAUSE THE IRS HAS NEVER DEFINED “SUBSTANTIALLY IDENTICAL” — MOST DESKS TREAT SAME-INDEX SWAPS AS OFF-LIMITS AND DIFFERENT-INDEX SWAPS AS DEFENSIBLE
Cached coverage for 2,093 funds. Latest price/flow record dates: 2024-08-23 to 2026-10-22 (1,065 funds with dated records). Fund details retrieved: 2026-09-25 to 2026-10-23. Data dates vary by fund; these are not live quotes. Flow totals include available records only; missing coverage is not evidence of zero flow.