ASIC Arms Race Continues Unabated with No End in Sight
Tony Kim Sep 16, 2024 11:02
The ongoing depreciation challenge faced by ASIC owners as technological advancements in mining equipment persist, according to CoinShares.
The depreciation challenges faced by ASIC owners show no signs of abating as technological advancements in mining equipment persist, according to CoinShares. Despite assurances in recent years that ASIC efficiency improvements were nearing their limits, the market continues to see significant advancements, leading to rapid obsolescence of existing machinery.
Technological Advancements in ASICs
Since 2018, the efficiency of leading mining machines has improved dramatically. For instance, the newly announced S21XP hydro model from Bitmain boasts an efficiency of 13 J/TH, a seven-fold improvement over prior models. This ongoing innovation has resulted in a continued increase in hashrate, with the trend showing minimal signs of slowing down.
Bitcoin’s mining difficulty, a protocol-dependent variable cost function, ensures that the emission schedule remains on target regardless of hashrate. However, this also means that new, more powerful mining machines rapidly depreciate the value of existing ones, presenting a significant challenge for miners seeking a return on investment (ROI).
Limitations of Moore’s Law
The anticipation of the end of Moore’s Law is driven by the physical limits of circuit miniaturization. As circuits approach the size of a few atoms, further miniaturization becomes increasingly difficult due to heat dissipation issues and other physical constraints. Despite these theoretical limits, the industry continues to find ways to squeeze more efficiency out of ASICs.
Potential for Further Efficiency Improvements
While the density of circuitry may be approaching its limits, optimal circuit design and other technological advancements offer significant potential for further efficiency improvements. Water cooling techniques and advancements in firmware have enabled higher power operations and fine-tuning of mining units, respectively. These developments suggest that ASIC commodification remains a distant prospect.
Impact of Manufacturing Cost Improvements
Even if efficiency improvements slow down, reductions in manufacturing costs could have a similar impact on mining difficulty. Lower costs would allow new owners to tolerate higher bitcoin production costs, rendering older, more expensive units unprofitable. This scenario underscores the importance of careful depreciation scheduling for investors in the mining industry.
While these challenges pose significant risks for miners, particularly those on the higher end of the cost curve, they have minimal impact on Bitcoin itself. For the broader cryptocurrency ecosystem, the relentless pace of technological advancement in ASICs continues to drive innovation and competition.
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