{"id":5699,"date":"2023-09-05T12:14:52","date_gmt":"2023-09-05T16:14:52","guid":{"rendered":"https:\/\/coincentral.com\/?p=5699"},"modified":"2023-09-07T16:30:06","modified_gmt":"2023-09-07T20:30:06","slug":"asic-gpu-cpu-mining","status":"publish","type":"post","link":"https:\/\/coincentral.com\/asic-gpu-cpu-mining\/","title":{"rendered":"ASIC vs. GPU vs. CPU Mining: Which is Most Profitable?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Rather than a rehash (pun intended) of the advantages and disadvantages of <a href=\"https:\/\/coincentral.com\/making-sense-of-proof-of-work-vs-proof-of-stake\/\">Proof of Work versus Proof of stake<\/a>, we\u2019re here to break down how CPUs, GPUs, and ASICs all play a key role in the mining process. Understanding the hardware behind Proof of Work is essential for analyzing the sustainability and level of decentralization of different coins. We\u2019ll go over the advantages and disadvantages of each hardware and how they&#8217;re relevant to the most popular cryptocurrencies and hard forks. <\/span><\/p>\n<h2><b>ASIC Mining<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">An ASIC is an application-specific integrated circuit. In the context of cryptocurrency, it\u2019s a microchip specifically designed to execute a hashing algorithm as quickly as possible. Let&#8217;s give you some perspective on how powerful these ASICS can be. A Bitcoin ASIC can calculate hashes 100,000 times faster than even the best CPU. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">ASICs are custom-built for a single hash algorithm. Therefore, you would need to buy different ASICs for each coin that you wanted to mine. Currently, there are several companies, such as Bitmain and Canaan, that design ASICs. Due to their custom nature and niche application, a powerful ASIC isn&#8217;t cheap. For high-end hash power, a single ASIC could run you $3000. <\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-5700\" src=\"https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM.png\" alt=\"ASIC Miner\" width=\"1450\" height=\"784\" srcset=\"https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM.png 1450w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM-591x320.png 591w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM-621x336.png 621w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM-300x162.png 300w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM-768x415.png 768w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM-832x450.png 832w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.07.36-PM-600x324.png 600w\" sizes=\"(max-width: 1450px) 100vw, 1450px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">That ASIC might earn you 10 dollars in profit in the first month. Due to the constant arms race of acquiring hashing power, your <strong>profits would likely decrease each subsequent month.<\/strong> Here&#8217;s a look at the increasing Bitcoin hash rate over a stretch of time in 2017 to 2018, when many new miners entered the market.<\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-5701\" src=\"https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM.png\" alt=\"Hash Rate\" width=\"2000\" height=\"1025\" srcset=\"https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM.png 2000w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM-591x303.png 591w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM-621x318.png 621w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM-768x394.png 768w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM-300x154.png 300w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM-874x448.png 874w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-29-at-9.13.49-PM-600x308.png 600w\" sizes=\"(max-width: 2000px) 100vw, 2000px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2><b>ASIC Disadvantages<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Performing trillions of hashes per second comes with some downsides. Due to the intense <\/span><span style=\"font-weight: 400;\">hashing, these ASICs give off some serious heat and require proper cooling. In order to cool the chips effectively, that\u2019s going to require fans and a lot of noise. Just take a listen. <\/span><\/p>\n<p><iframe title=\"How loud and noisy is Bitcoin miner S9 in reality? (13.5TH)\" width=\"854\" height=\"480\" src=\"https:\/\/www.youtube.com\/embed\/uLCJYu1erD8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p><span style=\"font-weight: 400;\">And with great power comes great electricity. These ASICs will cost you a significant amount of money in electricity bills. As a result, the majority of mining takes place in countries with cheap electricity. Some of the miners are even able to receive special industrial rates for this.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Due to the costs and logistical issues with ASIC mining, it inevitably leads to powerful mining farms taking over huge percentages of the hash rate. Bitcoin needs decentralization of mining to prevent a 51% attack on the network. However, you can take a look at some of the large-scale mining <a href=\"https:\/\/qz.com\/1055126\/photos-china-has-one-of-worlds-largest-bitcoin-mines\/\" target=\"_blank\" rel=\"nofollow noopener\">taking place in China<\/a>, with buildings full of ASICs.<\/span><\/p>\n<h2><b>ASIC Resistance<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Some coins advertise themselves as ASIC-resistant. They use hashing algorithms that require more memory, \u201c<\/span><span style=\"font-weight: 400;\"><a href=\"https:\/\/en.wikipedia.org\/wiki\/Scrypt\" target=\"_blank\" rel=\"nofollow noopener\">making the size and the cost of a hardware implementation much more expensive<\/a>.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Certain hashing algorithms are designed to prevent a massive ASIC advantage over GPU or CPU mining. However, the truth is an ASIC can be designed for any coin. It\u2019s simply a matter of calculating how much money it would take to develop the ASIC, and how much your profits improve by doing so. For Bitcoin\u2019s SHA-256 algorithm, an ASIC would increase your hash rate tremendously and Bitcoin\u2019s price and transaction fees make it very profitable to mine. For other coins with more memory-intensive algorithms and lower prices, you might not see a quick return on your ASIC investment.\u00a0<\/span><\/p>\n<h2><b>Hashing Algorithms<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">As mentioned before, each ASIC is specifically designed for a particular hashing algorithm. When Litecoin was invented by <a href=\"https:\/\/coincentral.com\/charlie-lee-industry-spotlight\/\">Charlie Lee<\/a>, he chose a different hashing algorithm, known as Scrypt. The miners of Litecoin don&#8217;t have to compete with Bitcoin miners over the same ASICs. For several years there was no ASIC mining for Litecoin. Eventually, mining became so lucrative that people were incentivized to develop an ASIC for the Scrypt hash algorithm as well. <\/span><span style=\"font-weight: 400;\">Later in this article, we\u2019ll discuss memory hard algorithms and their impact on ASIC development.\u00a0<\/span><\/p>\n<h2><b>How Do Hard Forks Affect Bitcoin Mining?\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Vertcoin and Bitcoin Gold promise to hard fork to a different hashing algorithm if ASICs are developed. These coins want to encourage more users to be able to mine from the comfort of their own home. However, if these coins become popular and more profitable to mine, you might see a game of cat and mouse, with constant hard forking to dodge the new ASICs being developed. There could easily be a situation where at some point their community decides they don\u2019t agree with the latest fork and then you have some Bitcoin Gold and Bitcoin Gold Cash type situation (or BG-Cash).<\/span><\/p>\n<h2><b>GPU Mining<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Although not as potentially powerful as an ASIC, GPUs are more flexible in their application. <\/span><span style=\"font-weight: 400;\">The GPU is the Graphics Processing Unit. It\u2019s the chip on your graphics card that does repetitive calculations, often for processing graphics. <\/span><span style=\"font-weight: 400;\">While we&#8217;ll discuss the use of GPUs in mining, they&#8217;re often used in gaming computers for \u201c<a href=\"https:\/\/www.pcmag.com\/encyclopedia\/term\/43886\/gpu\" target=\"_blank\" rel=\"nofollow noopener\">smooth decoding and rendering of 3D animations and video.<\/a>\u201d<\/span><\/p>\n<h2><b>Graphics Card Shortage<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Companies such as AMD and Nvidia originally designed GPUs for better graphics. However, they recently saw a spike in demand from people wanting to use their chips to mine Ethereum. The price of high-end GPUs has skyrocketed and there&#8217;s now a massive shortage of gaming graphics cards. In order to protect gamers, some retailers are now <a href=\"https:\/\/www.guru3d.com\/news-story\/nvidia-might-release-geforce-gtx-1070-ti.html\" target=\"_blank\" rel=\"nofollow noopener\">limiting the quantities<\/a> people are allowed to buy and giving discounts to those buying other components for an actual gaming rig, not a mining rig. <\/span><\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-5708\" src=\"https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1.png\" alt=\"Graphics Card\" width=\"1338\" height=\"926\" srcset=\"https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1.png 1338w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1-591x409.png 591w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1-621x430.png 621w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1-300x208.png 300w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1-768x532.png 768w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1-650x450.png 650w, https:\/\/coincentral.com\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-30-at-10.29.57-PM-1-600x415.png 600w\" sizes=\"(max-width: 1338px) 100vw, 1338px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2><b>Ethereum Mining with GPUs<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">As there are no ASICs available for <a href=\"https:\/\/coincentral.com\/what-is-ethereum\/\">Ethereum<\/a>, using a GPU is the next best thing. There are several reasons why there are no ASICs for Ethereum. All Ethereum-based coins use the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Ethash\" target=\"_blank\" rel=\"nofollow noopener\">Ethash algorithm<\/a> for mining, an algorithm \u201c<\/span><span style=\"font-weight: 400;\">designed to be ASIC-resistant via memory-hardness.\u201d <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The rationale behind Ethash \u201cis that the most costly operation in the algorithm is not the hashing function, <\/span><b>but rather the input\/output operation of reading from memory.<\/b><span style=\"font-weight: 400;\"> Because most regular personal computers are already optimized for input\/output operations, it should be increasingly hard or expensive to create hardware that would speed up the mining process considerably.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Another reason for a lack of ASIC development is the possibility of Ethereum switching from Proof of Work to Proof of Stake. Proof of Stake does not require any special hardware. Miners want to avoid the scenario of investing millions of dollars in developing and manufacturing an ASIC only for it to become worthless. <\/span><\/p>\n<h2><b>Coins Mined with GPU<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Unlike ASICs, your GPU is capable of mining different coins. You could mine Ethereum, Monero, Bitcoin Gold, Zcash, Electroneum, and many others all with the same GPU. If you\u2019re interested, there\u2019s an entire subreddit devoted to the more accessible GPU mining, located <a href=\"https:\/\/www.reddit.com\/r\/gpumining\/\" target=\"_blank\" rel=\"nofollow noopener\">here<\/a>.\u00a0<\/span><\/p>\n<h2><b>CPU Mining<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The CPU is the Central Processing Unit of your computer. Intel and AMD produce the vast majority of them. CPUs are essentially<\/span><span style=\"font-weight: 400;\">\u00a0the brains of the computer. \u201cIt performs all the tasks that we would typically associate with computing,\u201d such as saving a document by writing it to your hard disk. \u201cMost of the other <a href=\"https:\/\/computer.howstuffworks.com\/inside-computer1.htm\" target=\"_blank\" rel=\"nofollow noopener\">computer components<\/a> are really there to support the operation of the CPU.\u201d\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">When Bitcoin was first released, <strong>you could mine 100 coins a day using just your CPU<\/strong>. Unfortunately, today it&#8217;s impossible to mine Bitcoin with your CPU due to the ASICs we discussed earlier.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">CPU design optimizes for quickly switching between different tasks. In addition to the CPU\u2019s agility, it also has the advantage of ubiquity. If you have a computer, you have a CPU. Thus, if a coin allows CPU mining, there&#8217;s less power in the hands of large mining farms. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, the hashing required for Proof of Work is a repetitive mathematical calculation. CPUs have <a href=\"https:\/\/en.bitcoin.it\/wiki\/Why_a_GPU_mines_faster_than_a_CPU\" target=\"_blank\" rel=\"nofollow noopener\">fewer arithmetic logic units<\/a>, circuits that perform arithmetic operations, and thus are relatively slow when it comes to performing large amounts of calculations. <\/span><\/p>\n<h2><b>Coins Mined with CPU<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Monero mining on a CPU is still quite popular. This is due to its CryptoNight algorithm, another memory-bound hashing algorithm that \u201crelies on random access to slow memory.\u201d <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The Monero team is also developing Smart Mining. \u201c<\/span><span style=\"font-weight: 400;\">Smart Mining detects your CPU usage, and if your CPU is idle and you aren&#8217;t on battery power, it will begin mining. As soon you switch to battery power or your CPU activity picks up it will pause mining until it sees it is safe to start again.\u201d This would allow for anyone with a computer to become a miner. The more miners there are, the greater<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Monero can also enable CPU mining through Coinhive, a JavaScript miner that runs in a browser. It gives people visiting a website the opportunity to contribute some of their CPU power towards mining.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In addition to Monero, Electroneum and Bytecoin also allow CPU mining. \u00a0<\/span><\/p>\n<h2><b>Final Thoughts<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">In the cryptocurrency world, where most coins are still based on Proof of Work, it\u2019s important to understand the hardware behind them. Before making your next trade or investment, consider the ramifications of your coin&#8217;s ASIC, GPU, and CPU mining.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Crypto Fundamentals: Read on to get a detailed break down on how CPUs, GPUs, and ASICs all play a key role in the Proof of Work mining process.<\/p>\n","protected":false},"author":34,"featured_media":24918,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"iawp_total_views":139,"footnotes":""},"categories":[5714],"tags":[5785],"class_list":{"0":"post-5699","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-articles","8":"tag-fundamentals"},"wppr_data":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ASIC vs. GPU vs. CPU Mining: Which is Most Profitable?<\/title>\n<meta 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