Tariffs Heard ‘Round the World

April 8, 2025

The First 100 Days

April 15, 2025

Past Returns After Significant Gain

Substantial Bitcoin Daily Gains Historically Signal Positive Forward Performance

Bitcoin is no stranger to significant daily price movements. Historically, large price swings—such as the one observed this week—have occurred during both bullish and bearish market regimes. However, days with exceptionally large gains, particularly daily returns of 8.25% or more, offer important insights into Bitcoin’s forward return potential.

A Closer Look at High-Gain Days

The chart above highlights all days since 2014 when Bitcoin posted a daily return of 8.25% or greater. These events are meaningful from a forward-looking perspective. Interestingly, clusters of such outsized gains have historically occurred during periods of extreme downward volatility—such as the capitulation phases of 2014-2015 and 2018-2019—or at the early stages of major recoveries. They have been notably less frequent during extended bull runs, such as those seen in 2016-2018 and late 2020 through early 2021.

Recent Examples of >8.25% Daily Gains

A handful of these days have occurred recently, indicating renewed volatility and potentially shifting market dynamics:

  • 2/15/2023 — 9.54%
  • 3/13/2023 — 8.88%
  • 3/17/2023 — 9.59%
  • 10/23/2023 — 10.26%
  • 2/28/2024 — 9.50%
  • 3/20/2024 — 9.59%
  • 8/8/2024 — 11.95%
  • 11/6/2024 — 8.97%
  • 11/11/2024 — 10.32%
  • 3/2/2025 — 9.53%
  • 4/9/2025 — 8.25%

These days, plotted on the chart in purple, mark moments of heightened market movement and investor sentiment shifts.

What Happens After a Big Day?

Historical data shows that days with >8.25% gains are often followed by strong forward performance:

Time Horizon Average Return (%) Median Return (%)
1 Week 1.56 1.21
1 Month 6.46 2.80
3 Months 17.64 1.25
6 Months 23.63 2.91
1 Year 96.90 15.10

While averages suggest substantial upside potential over longer horizons, median returns indicate that outcomes can vary significantly—highlighting the importance of macro context and investor discipline.

Implications for Market Participants

For investors and analysts alike, these data points reinforce the importance of maintaining a long-term perspective when evaluating Bitcoin’s performance. While sharp up-days may raise questions about sustainability, historical patterns suggest they often precede favorable returns—particularly when accompanied by macro tailwinds or early-cycle recovery momentum.

That said, it’s important to remain cautious. High-volatility days can occur amid both bull traps and bear rallies. Discretion, context, and a comprehensive view of market conditions remain essential.

Source: TradingView

For educational and illustrative purposes only. This is not a solicitation to buy or offer cryptocurrencies or securities. Investments may be speculative, illiquid, and carry risk of loss. Past performance is not indicative of future results.

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Steven McClurg

Founder, CEO

Prior to founding Canary, Steven co-founded and served as CIO of Valkyrie Investments, whose public funds business was acquired by CoinShares in 2024. He was previously a Managing Director at Guggenheim Partners, overseeing portfolio strategy for fixed income and private equity. He also founded Theseus Capital (acquired by Galaxy Digital) and served as an MD at Galaxy. Steven holds a Master of Science and MBA from Pepperdine University, where he has served as an adjunct professor.

Drew Hill

President, CLO

Drew is a seasoned digital asset attorney with deep expertise in securities law and fund compliance. Before Canary, he was GC and CCO at Valkyrie Investments and a key figure in Frost Brown Todd LLC’s Blockchain and M&A practice. He holds a BA in Finance & Spanish from the University of Oregon and a JD from Northwestern’s Pritzker School of Law.

Jamal Pesaran

Co-Chief Investment Officer

Jamal Pesaran, CFA, is Co-Chief Investment Officer for Canary Capital LLC. With 30 years of investment experience, he has extensive portfolio management, trade execution as well as client-facing experience.

As Senior Portfolio Manager with Guggenheim Partners, Jamal helped build the Guggenheim Equities business and developed the income focused and risk-managed strategies with AUM of over $4 Billion. With Morgan Stanley, as Senior PM and CIO for an Ultra High Net worth team, he managed both Active equity, fixed income strategies as well as overall portfolio allocations across alternative assets. Prior to joining Canary Capital, as Head of Capital Markets for Clifton AI, he helped develop and market a Gen-AI platform for Investment Research. His experience includes extensive portfolio management experience as Senior Equity Options Portfolio Manager, across European, US and Asian markets with Goldman Sachs and UBS Securities. He worked in Equity Derivatives Hedge Fund Sales with Lehman Brothers in New York and HSBC in Hong Kong.

He holds an MBA from UCLA Anderson where he was awarded the Edward Carter Fellowship for academic performance in the top 2% of the class.

Josh Olszewicz

VP, Head of Trading

With over a decade in digital asset markets, Josh leads Canary’s trading strategy and research. He previously headed crypto research at BraveNewCoin, was a portfolio manager at Techemy Capital, and served as Head of Research at Valkyrie Investments. Josh holds a BS in Human Biology and an MS in Biotechnology, and formerly taught lab sciences at the university level.

Linnea Steffy

VP, Finance

Linnea leads finance at Canary Capital, overseeing FP&A, fund accounting, and mid-office operations across the firm’s hedge funds, private funds, and ETFs. A strategic finance expert with a decade of experience, she previously managed over $850M+ in operating budgets at Discovery Inc., where she partnered directly with executive and creative leadership on major US networks including HGTV, DIY, and GAC. Linnea began her career at KPMG and holds a BS in Business Administration from the University of Tennessee, Knoxville.

Amber Reedy

Invetor Relations

Amber has over 15 years of experience driving growth through investor engagement, partnership strategy, and cross-sector business development. She’s known for building long-term relationships with institutional allocators and key stakeholders. Her strength lies in unlocking new revenue streams and delivering measurable outcomes across verticals.

Redding Shelby

ETF Operations Lead

Redding leads ETF operations at Canary Capital, managing daily fund activities across trading, accounting, and finance responsibilities. He is a fund operations professional with over five years of experience in ETF administration and business management. His expertise spans transaction oversight, reconciliations, and compliance for ETFs with exposure to digital assets. At U.S. Bancorp, Redding was instrumental in launching '40 Act ETF products and supporting the administrative needs of a leading national service platform. He excels at identifying and implementing process improvements, and collaborating across business units to drive performance. He holds a Bachelor of Arts in Finance from Ouachita Baptist University.

Alexis Busse

Executive Assistant

A graduate of the University of Wisconsin–Madison with a degree in Kinesiology and a certificate in Athletic Healthcare, Alexis serves as Executive Assistant and Office Manager. She brings management experience in hospitality and fitness to her role, supporting executive initiatives and overseeing daily operations to ensure organizational efficiency and seamless coordination across the company.

Dylan Farnick

Associate Trader

With over a decade of experience in digital asset markets, Dylan brings a strategic approach to trading and research. He quickly honed his skills in navigating digital exchanges and futures trading, with research focused on post-mortem analysis. His expertise extends beyond trading to include UI/UX consulting, working on trading interfaces and documentation for various platforms including Kraken and Tradingview, as well as community management, where he provided direct product feedback as a liaison with the crypto trading community.

Bronson Kaufusi

Business Development

A former NFL athlete turned business strategist, Bronson blends on-the-field experience with data-driven leadership. He brings expertise in consulting, real estate, blockchain, and data analytics, and has led initiatives supporting startups and athletic organizations alike. He serves as a board member at UVU, Head of Player Development at OG1 Athletes, and is active in nonprofit and entrepreneurial networks.