We Study Billionaires
We Study Billionaires

BTC017: Bitcoin Onchain Analytics & Timing w/ Charles Edwards (Bitcoin Podcast)

IN THIS EPISODE, YOU'LL LEARN: Charles' thoughts on how to value Bitcoin What are hash ribbons What are some Macro factors he's paying attention to What is the contango trade Bitcoin's price floor and how it relates to energy costs Top 3 investing lessons Bitcoin Tail Risks BOOKS

Featured Speakers

Stig Brodersen HostCharles Edwards Guest

Topics Discussed

Episode Summary

Executive Summary: Charles Edwards argued that Bitcoin valuation should be viewed through a supply-demand lens using fundamentals, technicals, on-chain data, sentiment, and macro context. He highlighted hash ribbons, production cost, energy value, and market multiples as useful cycle tools, said energy costs may help set a Bitcoin price floor, and suggested Bitcoin is increasingly the best long-term hedge against debt-cycle instability and monetary inflation.

Main Topics: Bitcoin valuation framework (Priority: 5/5): Edwards described his evolution from Buffett-style value investing into a multi-factor approach for Bitcoin, combining fundamentals, technicals, on-chain data, sentiment, and macro indicators as inputs to supply and demand. Hash Ribbons and miner capitulation (Priority: 5/5): He explained hash ribbons as a long-term buy signal that identifies when miner capitulation has ended, typically after inefficient miners shut down and hash rate/difficulty reset. Production cost and energy value as price floors (Priority: 5/5): The discussion focused on whether mining electricity costs and energy inputs create a bottom for Bitcoin price, with Edwards arguing these metrics are most useful near undervaluation and can signal capitulation bottoms. Cycle analysis and market tops (Priority: 4/5): Edwards emphasized that bottoms are easier to identify than tops, and cited tools such as Mayer Multiple, dynamic NVT, hodl waves, stablecoin flows, and GBTC premium to detect overheating. Macro backdrop and debt-cycle risk (Priority: 5/5): He linked Bitcoin’s bull case to a broader debt-cycle framework, citing Ray Dalio, yield-curve inversion, monetary stimulus, and the possibility of currency debasement or financial instability. Contango trade, custody, and supply lockup (Priority: 3/5): The show explored a Bitcoin contango strategy involving lending and shorting futures for yield, along with whether institutional lockup of coins is reducing circulating supply and supporting price. DeFi, NFTs, and skepticism toward altcoins (Priority: 3/5): Edwards expressed cautious optimism about DeFi concepts and DAOs, but was skeptical of most altcoins and NFTs, arguing that many lack durable decentralization or a credible valuation model.

Key Arguments: Bitcoin should be analyzed using any information that affects supply and demand, not just one school of investing. Hash ribbons work because miner capitulation tends to end near cycle lows, when inefficient miners shut down and difficulty resets. Production cost and energy value are most useful near bottoms; they are less useful when Bitcoin trades far above fair value. Tops are harder to call than bottoms because Bitcoin can become dramatically overvalued as adoption expands. The four-year cycle still matters, though its amplitude should diminish over time as ownership broadens and Bitcoin matures. Macro conditions—debt expansion, monetary stimulus, and inflation—make Bitcoin an attractive long-term hedge. Most altcoins and NFTs have low probability of durable success, while Bitcoin has already proven itself as the most decentralized monetary asset. Institutional adoption and coin lockup may be reducing liquid supply, reinforcing bullish price pressure.

Data Points: Average Bitcoin mining electricity cost: about 3.5 cents per kilowatt-hour - Edwards used this to explain why less efficient miners shut down during price drawdowns. Bitcoin market adoption: 1% to 2% globally - He used this to argue Bitcoin still has enormous upside potential. March 2020 low: $3,500 to $4,000 - He cited this as an extreme production-cost-based buy signal after a brief dip below electrical cost. March 2020 drop: 70% in a day - Described as an extremely rare event that coincided with an exceptional buy opportunity. Energy value estimate: around $25,000 - Edwards said Bitcoin was trading above this energy-based valuation at the time of the interview. Historical peak extension above energy value: up to 500% above - He said tops have often reached this degree of extension relative to energy value. Price relative to energy value at the time: about 2x - He said Bitcoin was roughly twice its energy value during the interview. Mayer Multiple risk zone: above 2.4 to 2.5 - He flagged this range as a higher-risk area requiring more careful risk management. Dynamic NVT signal: overextended red zone / above two-year Bollinger Band - He described this as a sign Bitcoin may be overvalued and suitable for de-risking. GBTC premium/discount: about -5% - He noted it had fallen to a negative premium, which he viewed as a potentially bullish data point. GBTC historical premium: as high as 20% to 25% - He said such high premiums have often coincided with local tops or overheating. Hash ribbons buy signals since release: 4 signals, all up 150% to 600% - Edwards said the indicator had repeatedly identified strong buying opportunities. Fund/model performance in 2020: 680% return with no leverage - He said Caprioli’s trending model outperformed Bitcoin and all other major assets in 2020. Assets under management: over $40 million - Edwards said the business had scaled to manage this amount. Bitcoin price target range for the cycle: $200,000 to $300,000 - He said multiple metrics pointed to this region for the ongoing bull run. Fibonacci retracement relationship: 17 to 18x the prior top - He claimed Bitcoin tops have often aligned with this long-term ratio, implying a target near $300,000. Stablecoin signal: USDT inflows/outflows - He highlighted large USDT changes as a sign of fear-driven de-risking or fresh demand. Coinbase outflows: about 15,000 coins per week - He cited this as evidence of institutional supply absorption. Hodl wave behavior: 2-year holders peaked near 2017-like levels - He said long-term holder share had recently started to roll over, suggesting a mid-cycle phase.

Pivotal Quotes: "I think all of this information, any information is just an input into a supply and demand calculation in the day, which supply and demand sets the price for any asset." — Charles Edwards: Explaining his overall framework for valuing Bitcoin and other assets. "Hash ribbons is probably what I'm most known for... still today, I think, probably the best long-term buy signal for Bitcoin." — Charles Edwards: Describing his signature miner-capitulation indicator and why he still values it. "People dismiss it because of that volatility, but it's an essential ingredient of getting there." — Charles Edwards: Discussing why Bitcoin’s volatility is not a flaw but part of its path to becoming a major reserve asset.

Implications: Listeners should treat Bitcoin as a multi-factor, cycle-driven asset where miner economics, network usage, and macro liquidity matter most. For the industry, Edwards’ thesis implies rising institutional adoption and shrinking liquid supply may deepen long-term bullishness even if sharp cyclical drawdowns remain.

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We interview and study famous financial billionaires, including Warren Buffett, Ray Dalio, and Howard Marks, and teach you what we learn and how you can apply their investment strategies in the stock market. We Study Billionaires is the largest stock investing podcast show in the world with 180,000,000+ downloads and is hosted by Stig Brodersen, Preston Pysh, William Green, Clay Finck, and Kyle Grieve. This podcast also includes the Richer Wiser Happier series hosted by best-selling author Wi...

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