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September 10, 2025Cryptopolitan logoCryptopolitan

The History and Evolution of Mining Pools: From CPU to ASIC Era

Introduction Mining pools have been pivotal in shaping the cryptocurrency mining landscape since Bitcoin’s early ￰0￱ mining hardware evolved from CPUs to GPUs, then to ASICs, mining pools simultaneously adapted to these technological ￰1￱ article explores how mining machines and mining pools grew alongside each other and the evolution of the mainstream mining pool models that define today’s mining ￰2￱ CPU Mining to the Birth of Pools At Bitcoin’s inception in 2009, mining was done solo using conventional CPUs on personal ￰3￱ difficulty was low, enabling individuals to find blocks and earn Bitcoin independently. However, as more miners joined the network and difficulty increased, solo mining became impractical for ￰4￱ solution came in late 2010 with the formation of the first mining pools, such as Slush ￰5￱ allowed miners to combine computational power, reducing income variance by distributing rewards proportionally to contributed ￰6￱ innovation transformed mining from a lottery-like endeavor into a more predictable, steady income stream for ￰7￱ Evolution and Industrial Mining By 2010, GPUs replaced CPUs due to superior parallel processing power, leading to increased mining competitiveness and ￰8￱ pools expanded quickly, enabling more miners to join ￰9￱ briefly enhanced mining efficiency before being outpaced by ￰10￱ ASIC era, starting around 2013, dramatically increased mining speed and power ￰11￱ miners made individual mining with less specialized equipment nearly ￰12￱ pools scaled up their infrastructure, introducing sophisticated reward distribution mechanisms to accommodate a growing and diverse membership, thus becoming essential to mining operations ￰13￱ Formation of Mainstream Pool Models Mining pools developed various reward systems over time to balance risk, fairness, and income stability: Proportional Model: The earliest system paying miners proportionally based on shares within a mining round.

Pay-Per-Last-N-Shares (PPLNS): Rewards miners based on their most recent shares contributing to block discovery, introduced circa 2011 to reduce pool-hopping. Pay-Per-Share (PPS): A payout model pioneered by ViaBTC, introduced and launched in August ￰14￱ added transaction fees on top of PPS rewards, and was later adopted by many other mining ￰15￱ Pay-Per-Share (FPPS): Came later than PPS+, only appearing around ￰16￱ evolved from PPS to include both block rewards and transaction fees, providing miners with more stable ￰17￱ models aimed to reduce payment variance and risks, offering miners choices suited to their preferences for reward frequency and ￰18￱ Mining Pools and Their Services Today, mining pools manage millions of miners globally using advanced software that coordinates mining tasks and manages proportional payouts ￰19￱ charge competitive fees and provide transparency and ￰20￱ pools like ViaBTC offer flexible mining services and competitive reward systems, supporting miners from individuals to large-scale ￰21￱ Mining pools have evolved from simple collaborations in Bitcoin’s early CPU mining days to sophisticated global operations alongside ASIC ￰22￱ continuous development of mining hardware spurred innovation in pool reward models, enhancing fairness, reducing income volatility, and promoting large-scale mining participation.

Together, the evolution of mining machines and pools underpins the robust and dynamic cryptocurrency mining ecosystem today.

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