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 SPY | Assets | Wash-sale read | |
|---|---|---|---|---|---|---|
| VV Vanguard Morningstar Large-Cap ETF | 0.997 | 88% | -5bp | $37.4B | different index | Compare |
| VONE Vanguard Russell 1000 ETF | 0.995 | 83% | -1bp | $5.1B | different index | Compare |
| VTI Vanguard Total Stock Market Index Fund | 0.995 | 79% | -6bp | $428.1B | different index | Compare |
| IUSG iShares Core S&P U.S. Growth ETF | 0.959 | 63% | -5bp | $34.3B | different index | Compare |
| VONV Vanguard Russell 1000 Value ETF | 0.810 | 50% | -1bp | $9.2B | different index | Compare |
| JHML John Hancock Multifactor Large Cap ETF | 0.970 | — | -9bp | $927M | 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 2026-09-30 (1,104 funds with dated records). Fund details retrieved: 2026-09-02 to 2026-10-02. Data dates vary by fund; these are not live quotes. Flow totals include available records only; missing coverage is not evidence of zero flow.