Market Research Data

QQQM Correlation & Overlap

Fund Strategy Analysis

Invesco NASDAQ 100 ETF (QQQM) is a key instrument in the Technology category. Data regarding QQQM is frequently analyzed by investors planning tax loss harvesting strategies, specifically those seeking to maintain Technology exposure while navigating IRS wash sale regulations.

Note: This page summarizes historical similarity metrics and does not assess tax treatment or regulatory outcomes.

Top Correlated ETFs

Technology
QQQ
CORR ≥ 0.99*
>0.99
Correlation
A holdings overlap of roughly 99% suggests that QQQ and QQQM maintain aligned market exposure. This metric is frequently used to assess the potential for maintaining economic position while realizing a tax loss.
Overlap: ~99%
Yahoo Finance ↗View QQQ Analysis →
ONEQ
CORR ≥ 0.95*
98.0%
Correlation
A holdings overlap of roughly 65% suggests that ONEQ and QQQM maintain aligned market exposure. This metric is frequently used to assess the potential for maintaining economic position while realizing a tax loss.
Overlap: ~65%
Yahoo Finance ↗View ONEQ Analysis →
VGT
CORR ≥ 0.95*
96.0%
Correlation
With approximately 55% overlap in holdings, VGT and QQQM exhibit highly synchronized price behavior. This structural similarity is a key data point for tax-loss harvesting research.
Overlap: ~55%
Yahoo Finance ↗View VGT Analysis →

Note on Overlap: Estimates are based on the most recent publicly disclosed holdings. Leveraged/Inverse products often use swaps resulting in low physical overlap despite high correlation.

Benchmark Similarity: ETFs tracking similar broad-market or sector-specific benchmarks often exhibit extremely high correlation. Investors typically review additional factors such as index methodology when evaluating similarity.

* Correlation calculated using 2-year daily price returns.

Wash Sale Re-Entry Date (Reference Tool)

If you sold QQQM at a loss, U.S. wash sale rules generally restrict repurchasing the same or a substantially identical security within 30 days.

*For informational purposes only. Consult a tax professional regarding IRC §1091. This tool calculates the 31st day following a sale.

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Related ETF Research

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What is Correlation?

Correlation measures the historical relationship between two assets. A value of 1.00 (100%) means they move perfectly in sync. For tax loss harvesting, high correlation is generally desired to stay in the market while realizing a loss.

Index Methodology

Under the wash sale rule, "substantially identical" assets are disallowed for loss claims. Many investors argue that ETFs tracking different indices (e.g., S&P 500 vs. Russell 1000) are not substantially identical.

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