当前位置:首页 > Risk Management > 【data driven crypto quant trading platform with secure api permissions】 正文
【data driven crypto quant trading platform with secure api permissions】
时间:2026-04-04 02:45:49 来源:Trusted Summit Trading
Bitcoin’s reputation has historically been built on data driven crypto quant trading platform with secure api permissionsextreme boom-and-bust cycles, with steep drawdowns of up to 90% following all-time highs.\n\nThis cycle, however, the decline has been closer to 50%, a shift that analysts said reflects the maturation of BTC as an asset class.\n\n“Bitcoin’s drawdowns compressing to about 50% is a sign of a maturing market structure,” AdLunam co-founder and market analyst Jason Fernandes told CoinDesk.\n\n“As liquidity deepens and institutional participation increases, volatility naturally compresses on both the upside and the downside,” he added, saying that “at that point, the narrative shifts from questioning its legitimacy to optimizing allocation.”\n\nFernandes' comments are in response to an X post Tuesday by Fidelity Digital Assets , in which analyst Zack Wainwright noted growth is becoming “less impulsive,” with a reduced probability of extreme downside events as bitcoin matures.\n\nWainwright pointed out that the current drawdown from the Oct. 6 all-time-high of just over $126,200 is much less significant than previous pullbacks.\n\n“Each cycle has been less dramatic to the upside than the previous and downside risk has also been less dramatic,” he said.\n\nFernandes and Wainwright, of course, were referring to previous "bust" periods, most notably following the peaks of 2013 and 2017.\n\nAfter reaching a high of approximately $1,163 in late 2013, bitcoin entered a prolonged "crypto winter" that saw its price plummet to around $152 by January 2015, representing a drawdown of roughly 87%. A similar pattern was seen after the 2017 bull run, when it reached $20,000 in December before plummeting roughly 84% to $3,122 over the following 12 months.\n\nNot all analysts agree that deeper drawdowns are off the table.\n\nBloomberg Intelligence’s Mike McGlone told CoinDesk that he believes bitcoin could still see a “normal reversion” toward $10,000, arguing that “the crypto bubble is over” and that any downturn could coincide with broader declines across equities, commodities and other risk assets.\n\nHowever, Fernandes, who has previously dissented with McGlone’s $10,000 forecast, said that scale itself is part of the story. As bitcoin grows into a larger asset class, the likelihood of 90% collapses diminishes simply because the capital required to drive such moves is too great. That effect is reinforced by institutional integration, from ETFs to pension exposure, which makes large-scale unwinds structurally harder.\n\nThe shift is already showing up in portfolio construction.\n\n“The portfolio data is really what shifts institutional behavior,” Fernandes said. “If a small 1% to 3% allocation can materially improve returns and Sharpe ratios without significantly increasing drawdowns, then bitcoin starts to function less like a standalone bet and more like an efficiency enhancer within a diversified portfolio.”\n\nThat framing changes the risk calculus. “The risk isn’t about owning bitcoin anymore,” Fernandes stated. “It’s the opportunity cost of having no exposure at all.”\n\nRecent Fidelity research supports that transition. In a 10-year comparison across major asset classes, bitcoin delivered roughly 20,000% returns, significantly outperforming equities, gold, and bonds, while also leading on risk-adjusted measures despite its volatility.\n\n“Bitcoin remains a relatively young asset, yet it has quickly matured into a major asset class and has been the top-performing asset in 11 out of the past 15 years,” the report noted.\n\nAt the same time, the tradeoff is becoming clearer.\n\n“There’s a tradeoff here that’s worth articulating,” Fernandes said. “As bitcoin matures and volatility compresses, you should also expect returns to normalize. The asymmetric upside of the early cycles came with extreme drawdowns, but as those drawdowns shrink, the asset increasingly behaves like a macro allocation rather than a venture-style bet.”\n\nThat brings it back to the drawdowns.\n\nIf bitcoin is no longer falling 80%, and portfolios can benefit from small allocations without materially increasing risk, then the asset is evolving into something more investible and usable, Fernandes said, concluding that for institutions, that may be the real inflection point.\n\nCORRECTION (April 2, 09:46 UTC): Correct to note X post was by Fidelity Assets.
-
Crypto Long & Short: Governance is the real Layer 1Why more users are adopting Order Management 937Why Futures Trading matters in volatile markets 450Common mistakes to avoid with Market Analysis 533The Protocol: Quantum computing could break Bitcoin sooner, says GoogleHow Automated Crypto Trading supports long term strategy development 661Why Futures Trading matters in volatile markets 450Key benefits of Trade Automation for modern traders 415The bitcoin treasury boom is unwinding as some companies and governments sell holdingsHow Execution Speed supports smarter execution 938
上一篇:Cango raises capital as it faces NYSE delisting risk with shares below $1
下一篇:Bitcoin ETFs post first monthly inflows since October as price stabilizes
下一篇:Bitcoin ETFs post first monthly inflows since October as price stabilizes
相关内容
- ·CoinDesk 20 performance update: Avalanche (AVAX) gains 4% as index moves higher
- ·How Futures Trading supports long term strategy development
- ·Key benefits of Execution Speed for modern traders 678
- ·Common mistakes to avoid with Automated Crypto Trading 201
- ·Bitcoin ETFs post first monthly inflows since October as price stabilizes
- ·Key benefits of Multi Exchange Trading for modern traders 826
- ·How Automated Crypto Trading supports long term strategy development 421
- ·How to evaluate a platform for Spot Trading
- ·Franklin Templeton launches crypto division with 250 Digital acquisition
- ·Common mistakes to avoid with Mobile Trading App 579
- ·Advanced insights into Algorithmic Trading 372
- ·What makes a strong solution for Multi Exchange Trading 706
- ·Galaxy Digital's testnet suffers hack but no client funds or information were compromised
- ·How Algorithmic Trading supports smarter execution 812
- ·Why Signal Execution matters in volatile markets 507
- ·Key benefits of Quantitative Trading for modern traders 163
最新内容
- ·Crypto Long & Short: Governance is the real Layer 1
- ·Why Automated Crypto Trading matters in volatile markets 141
- ·How Algorithmic Trading supports smarter execution 172
- ·Key benefits of Paper Trading for modern traders 609
- ·Franklin Templeton launches crypto division with 250 Digital acquisition
- ·Why more users are adopting Strategy Backtesting 502
- ·Advanced insights into Multi Exchange Trading 166
- ·Advanced insights into Quantitative Trading 623
- ·Smart money is hedging bitcoin more aggressively than ether :Crypto Daybook Americas
- ·How Risk Management improves daily trading workflows 744
推荐内容
- ·Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- ·Solana DeFi platform Drift confirms 'active attack' as $200M+ leaves platform
- ·Ripple Treasury puts XRP and RLUSD inside corporate finance for the first time
- ·The bitcoin treasury boom is unwinding as some companies and governments sell holdings
热点内容
- ·Brazil's B3 exchange to offer bitcoin-linked 'event contracts' for the ultra-rich
- ·Beginner guide to Webhook Trading 120
- ·How Automated Crypto Trading supports long term strategy development 741
- ·How Automated Crypto Trading supports long term strategy development 821
- ·Crypto Long & Short: Governance is the real Layer 1
- ·Why Risk Management matters in volatile markets 164
- ·What makes a strong solution for Multi Exchange Trading 946
- ·Beginner guide to Webhook Trading 680
- ·Ripple Treasury puts XRP and RLUSD inside corporate finance for the first time
- ·Advanced insights into Trade Automation
