How did crypto prices move, and did beginners who bought them win?
Research question: How have prices of major crypto assets moved since the early exchanges opened, and what did beginners who bought spot coins experience?
Bitcoin has repeatedly gone through rapid price rises followed by steep drops, including in 2011, 2013-2014, 2017-2018, and 2021-2022 3. Its price has swung widely since launch, bringing rapid gains and considerable losses for early buyers 12. Prices rose steeply in 2021, some observers called it a bubble, and steep drawdowns followed through 2022 67. Retail buyers of Bitcoin, Ethereum, and Dogecoin through six German brokers paid all-in costs of roughly 123 to 458 basis points, mostly from broker-embedded fees rather than market spreads 12. The newest facts are dated 2026, so they are recent relative to October 2026, but the records do not give specific price levels from the early exchanges through today 112.
Sources
"Average costs range from 123 to 458 basis points across brokers, far above quoted exchange spreads of 16–34 basis points."The Retail Costs of Cryptocurrency Trading (2026)
"Most costs therefore reflect embedded broker-implied fees rather than market spreads."The Retail Costs of Cryptocurrency Trading (2026)
"These episodes of rapid price appreciation followed by steep drawdowns have occurred multiple times throughout bitcoin’s history, including in 2011, 2013-2014, and 2017-2018, before repeating again in 2021-2022."497K PROSHARES TRUST (CIK 0001174610) 2024-04-10
"Marketvolatilityremainsthemostcriticalrisk,affectingover75%ofinvestors."Risk Involvement in Cryptocurrency Trading: A Study on Indian Investors (2025)
"Market conditions explain little variation, while MiCA registration is not associated with lower costs."The Retail Costs of Cryptocurrency Trading (2026)
"For instance, there were steep increases in the value of certain digital assets, including bitcoin over the course of 2021, and multiple market observers asserted that digital assets were experiencing a “bubble.”"497K PROSHARES TRUST (CIK 0001174610) 2024-04-10
"These increases were followed by steep drawdowns throughout 2022 in digital asset trading prices, including for bitcoin."497K PROSHARES TRUST (CIK 0001174610) 2024-04-10
"In 2023 and over the course of 2024, bitcoin prices have continued to exhibit extreme volatility. Such volatility is expected to persist."497K PROSHARES TRUST (CIK 0001174610) 2024-04-10
"High disagreement is associated with negative returns, high turnover growth, and high volatility, confirming the theory's predictions."Does Dispersed Sentiment Drive Returns, Turnover, and Volatility for Bitcoin? (2021)
"at the monthly frequency, a one standard deviation increase in disagreement leads to a 9.2 percentage points lower cumulative return over the following eight months"Does Dispersed Sentiment Drive Returns, Turnover, and Volatility for Bitcoin? (2021)
"As the theory predicts, the disagreement effect weakens significantly after shorting instruments were introduced at the end of 2017."Does Dispersed Sentiment Drive Returns, Turnover, and Volatility for Bitcoin? (2021)
"Over the years, Bitcoin’s price volatility has led to rapid gains and also considerable losses."Bitcoin Price History (2009-2026)
"For example, theweeklymeanreturnonBitcoinis3.79percentwithastandarddeviationof16.64percent."Risks and Returns of Cryptocurrency (2020)
"This is more than a tenfold increase in trading volume for most exchanges."Trading and Arbitrage in Cryptocurrency Markets (2018)
"We observe that the mean and the standard deviation of returns are an order of magnitude higher than those for the traditional asset classes."Risks and Returns of Cryptocurrency (2020)
"On most exchanges the number of trades almost triples between the first half of 2017 and the period from August 2017 to February 2018."Trading and Arbitrage in Cryptocurrency Markets (2018)
"a “disaster” of the daily 20 percent negative return on Bitcoin happens with the probability of 0.5 percent while a “miracle” of the same size happens with the probability of almost 1 percent."Risks and Returns of Cryptocurrency (2020)
"The bid-ask spread on average is about 10 basis points, and on the most liquid exchanges it is about 2-3 basis points."Trading and Arbitrage in Cryptocurrency Markets (2018)
"Historically, Bitcoin has crashed nearly a dozen times, with some of the most notable crashes occurring in June 2011, April 2013, and December 2017."Bitcoin Price History (2009-2026)
"Thereturnsexperiencehighprobabilitiesof“disasters”and“miracles”."Risks and Returns of Cryptocurrency (2020)
"The returns have positive skewness increasing with the frequencies fromdailytomonthly."Risks and Returns of Cryptocurrency (2020)
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