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 PWB | Assets | Wash-sale read | |
|---|---|---|---|---|---|---|
| SPYG State Street SPDR Portfolio S&P 500 Growth ETF | 0.874 | 43% | -52bp | $56.2B | different index | Compare |
| SPY SPDR S&P 500 ETF Trust | 0.834 | 34% | -47bp | $817.6B | different index | Compare |
| VV Vanguard Morningstar Large-Cap ETF | 0.835 | 33% | -52bp | $37.4B | different index | Compare |
| VTI Vanguard Total Stock Market Index Fund | 0.838 | 31% | -53bp | $428.1B | different index | Compare |
| VONE Vanguard Russell 1000 ETF | 0.830 | 31% | -48bp | $5.1B | different index | Compare |
| SPYX State Street SPDR S&P 500 Fossil Fuel Reserves Free ETF | 0.815 | 35% | -36bp | $2.9B | 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 2,133 funds. Latest price/flow record dates: 2024-08-23 to 2026-10-02 (1,104 funds with dated records). Fund details retrieved: 2026-09-02 to 2026-10-04. Data dates vary by fund; these are not live quotes. Flow totals include available records only; missing coverage is not evidence of zero flow.