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 PBD | Assets | Wash-sale read | |
|---|---|---|---|---|---|---|
| ICLN iShares Global Clean Energy ETF | 0.864 | 19% | -34bp | $2.1B | different index | Compare |
| ROBO ROBO Global Robotics and Automation Index ETF | 0.854 | — | -75bp | $1.1B | different index | Compare |
| VT Vanguard Total World Stock Index Fund | 0.824 | 0% | -68bp | $39.4B | different index | Compare |
| XCEM Columbia EM Core ex-China ETF | 0.823 | — | -75bp | $1.2B | different index | Compare |
| VWO Vanguard Emerging Markets Stock Index Fund | 0.821 | — | -67bp | $79.1B | different index | Compare |
| IXUS iShares Core MSCI Total International Stock ETF | 0.819 | — | -68bp | $46.2B | 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.