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On October 6, 2025,
(TW) closed down 5.81%, with a trading volume of $0.28 billion, ranking 418th among listed stocks by daily turnover. The decline followed a series of strategic shifts and market dynamics affecting its core fixed-income trading platforms.Recent developments highlighted Tradeweb’s ongoing efforts to streamline its technology infrastructure, including the consolidation of legacy systems into a unified cloud-based architecture. Analysts noted this could enhance operational efficiency but may temporarily disrupt client workflows. Additionally, regulatory scrutiny over data-sharing practices with third-party analytics firms intensified, raising concerns about potential compliance costs and reputational risks.
Market participants also cited broader sector headwinds, particularly in electronic trading volumes for U.S. Treasuries. A recent industry report indicated a 12% year-to-date decline in average daily volume for benchmark bonds, a key revenue driver for
. Competitors’ aggressive pricing strategies in derivatives markets further compressed margins, prompting investor caution ahead of Q4 earnings reports.To run this back-test rigorously I need to pin down a few practical details: 1. Market universe • Should I use all U.S. common stocks that trade on NYSE + NASDAQ (≈ 5,000 names), or another universe (e.g., only S&P 500 constituents)? 2. “Top 500 by daily trading volume” • Rank by the raw number of shares traded or by dollar volume (shares × price)? • Re-rank and rebalance every trading day? 3. Trade-price convention • Buy at today’s close and sell at tomorrow’s close (i.e., a one-day holding period), or buy at tomorrow’s open and sell at tomorrow’s close? • Use equal-weight across the 500 names, or weight by volume? 4. Transaction costs • Should I include a per-side cost assumption (e.g., 5 bps)? Please let me know your preferences on those four points. Once confirmed, I’ll run the data pull, generate the daily signals, and deliver the back-test results.

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