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 JHML | Assets | Wash-sale read | |
|---|---|---|---|---|---|---|
| FLQL Franklin U.S. Large Cap Multifactor Index ETF | 0.952 | — | same | $1.3B | different index | Compare |
| SNPE Xtrackers S&P 500 Scored & Screened ETF | 0.946 | — | same | $1.4B | different index | Compare |
| VTI Vanguard Total Stock Market Index Fund | 0.980 | — | +3bp | $428.1B | different index | Compare |
| SPYI NEOS S&P 500(R) HIGH INCOME ETF | 0.912 | — | same | $1.8B | different index | Compare |
| GVUS Goldman Sachs MarketBeta Russell 1000 Value Equity ETF | 0.889 | — | same | $513M | different index | Compare |
| VV Vanguard Morningstar Large-Cap ETF | 0.966 | — | +4bp | $37.4B | 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.