Data source: bitsCrunch.com
These developers used low-threshold coin issuance tools and a large user base to accurately lay bait. Although the average profit of a single scam project on Ethereum is about $1.65 million, its huge base makes the total income reach an astronomical figure of $502 billion.Data source: bitsCrunch.com
Polygon and Linea had 530 and 399 Rug Pull incidents respectively. Of particular note is that there was a total profit of $10,140 from the attack on Polygon. 7,680 tokens were Rug Pulled, and behind them were 4,640 active fraudulent deployers. Although the emerging Linea chain has a relatively small amount of data, it has been recorded (hard Rug Pull part) that 4 contracts were completely drained of liquidity. According to bitsCrunch data, more than 7.05 million investors have become direct victims of the Rug Pull scam. This means that the wealth of millions of individuals and families has been wiped out in the Rug Pull trap. Rug Pull Types and Time Periods Thoroughly looted hard rug pullA hard rug pull is a complete robbery. Scammers subjectively suck the liquidity of the entire project by presetting malicious code and vulnerabilities in advance, such as 0xeeeeeb57642040be42185f49c52f7e9b38f8eeee on Avalanche (17 rugs/9 LPs, a ratio of 188.89%) and 0x8f006d1e1d9dc6c98996f50a4c810f17a47fbf19 on Polygon (88 rugs/6 LPs, a ratio of up to 1466.67%). Multi-chain roaming crime Some addresses (such as 0x8031c44b96ec8c9b66ab16c2c164e8deeb361a3f, 0x16eccfdbb4ee1a85a33f3a9b21175cd7ae753db4) have hard rug pull records on both Polygon and Avalanche. They took advantage of the characteristics of different chains to commit crimes and evade tracking, causing the token price to drop to zero in an instant and investors to lose all their money.
Data source: bitsCrunch.com
High frequency of crime and “shooting and moving to another place” Many scam addresses show extremely high crime frequencies. For example, the address 0xb355f4f4cc84a9429a59d5c2b98d77016f7ec482 on Avalanche is associated with 45 Rug Pull tokens and 37 drained liquidity pools (LPs). The addresses 0x24bcb624082325eff357621a07353a0e38c054f0 on Polygon and 0x234b3fc3ab56f6d52fabb0cfd8efeb2477b0fd3d on Avalanche are both associated with 17 Rug tokens and 18 LPs, accounting for nearly 95%, showing a highly professional pattern of crime. These addresses are like locusts, deploying tokens in batches, draining them quickly, and then disappearing or changing their identities to start over. Token Lifecycle The token life cycle (token_txn_age) of a large number of hard Rug Pulls is extremely short, as short as 0 days (such as 0x b3 55 f 4 f 4…, 0x 6 3d c 3 ca 0…), 1 day (such as 0x 16 eccfd…), 3 days (such as 0x 55 b 1 a 124…, 0x 8 a 610 bf 3…). This confirms the scam model of Pixiu Disk and other scams – the scam is completed in a short time after the token is launched, without giving investors any time window to react and exit. Boiled frog soft rug pullCompared with the violence of the hard rug pull, the soft rug pull (usually refers to the withdrawal of about 50% of the liquidity) is more covert and insidious. It will not make the token price return to zero instantly, but create an illusion of slow decline or temporary adjustment by the project party. Scammers may make up various reasons (such as migrating contracts, upgrading systems, coping with market fluctuations), and some investors may fail to escape in time due to fluke or slow reaction, and eventually suffer heavy losses in the continuous decline. Although this mode does not seem to be as lethal as the hard rug pull in a single time, due to its concealment, it may affect a wider range and constitute a longer-term and chronic erosion of market confidence. According to bitsCrunch data, the figure below shows some cases of soft rug pull contract 50%.
Data source: bitsCrunch.com
Rug Pull token deployment will be the highest in 2023Based on the annual Rug Pull data of bitsCrunch from 2020 to 2025, it can be observed that the deployment of fraud tokens on Ethereum in 2023 reached a historical peak of 125,759, accounting for 42.3% of the total in five years. However, the deployment volume dropped sharply to 69,154 in 2024 (a year-on-year decrease of 45%). There is a clear periodicity in fraudulent activities, with an average annual deployment of 48,721 on the four major chains during 2021/2023. The average life cycle of fraudulent contracts has been compressed from 356 days in 2021 to 3.8 days in 2025.
Data source: bitsCrunch.com
The number of fraudulent tokens and deployers, which is as high as hundreds of thousands, shows that Rug Pull is by no means a scattered petty theft, but a mature black industry chain with clear division of labor, toolization, and process. The cost of fraud is extremely low, and the potential return is huge. Users need to understand the common tactics of Rug Pull (promises of high returns, anonymous teams, no audits, suspicious or missing liquidity locks, social media hype, short-term pulls, etc.). Checking whether the contract is open source, whether it has been audited by a well-known auditing agency, whether the team background is verifiable, and the liquidity lock situation should be a necessary step before investing. Conclusion Rug Pull’s data is shocking: hundreds of thousands of fraudulent tokens, hundreds of thousands of fraudsters, trillions of dollars in illegal gains, more than seven million victims… This is not just a case of investment losses, but a systematic attack on the foundation of the entire blockchain and cryptocurrency industry: trust. Exposing the dark truth of Rug Pull is not only to warn everyone to pay attention to risks, but also to inspire the entire industry to form a better regulatory system. This article is sourced from the internet: 7 Million Wallets Have Experienced Rug Pulls, Are You Among Them? Related: YZi Labs takes action, making two bets in seven years. Is hardware wallet still a good business? On June 5, YZi Labs tweeted that it had invested in open source hardware wallet company OneKey. This is the first time that Binance resources have supported a hardware wallet project again in 7 years after investing in SafePal in 2018 (Note: In 2022, Binance Labs announced a strategic investment in Belgian hardware wallet manufacturer NGRAVE. The amount was not disclosed. The attention in the Chinese-speaking region is relatively low, so this article does not cover it for the time being). It can be called restrained, so it is particularly worthy of attention, and it has once again heated up the industrys discussion on whether hardware wallets are a good business. From a timeline perspective, after the FTX incident in 2022, the importance of self-custody has been repeatedly verified. Binance’s… # Analysis# crypto# ethereum# Market# Token# Tool© Copyright NoticeThe copyright of the article belongs to the author, please do not reprint without permission. Pre The Strange and Orthodox Ways of “Trump Family Stablecoin” USD1: Institutional Investment and Meme Liquidity Pool Next One-week token unlocking: ZKJ unlocked tokens account for 5% of the circulation Related articles Joe Rogan, the podcast king who earns $250 million a year: How he swayed the US election with a three-hour conversation. 6086cf14eb90bc67ca4fc62b 15,296 2 Why Meta, Amazon and Microsoft Don’t Touch Bitcoin? 6086cf14eb90bc67ca4fc62b 30,417 On-the-spot report | Web3 lawyers interpret the latest changes in US stock tokenization 6086cf14eb90bc67ca4fc62b 16,654 Seeing Through the “Hidden Logic” of the Prediction Market: 11 Arbitrage Strategies ExplainedRecommended Articles 6086cf14eb90bc67ca4fc62b 24,653 On-chain derivatives battle royale: dYdX and GMX decline, Hyperliquid dominates, who will get the next ticket 6086cf14eb90bc67ca4fc62b 29,940 4 How did Binance CEO Changpeng Zhao, who fled Shanghai, get pardoned by Trump? A decade of memories from a cryptocurrency veteran and the industry’s mysteries 6086cf14eb90bc67ca4fc62b 18,760 No comments You must be logged in to leave a comment! Login immediately No comments... Bee.com The world's largest Web3 portal Partners CoinCarp Binance CoinMarketCap CoinGecko Coinlive Armors Download Bee Network APP and start the web3 journey White Paper Roles FAQ © 2021—2026. All Rights Reserved. Privacy Policy | Terms of Services Download Bee Network APP and start the web3 journey The world's largest Web3 portal Partners CoinCarp Binance CoinMarketCap CoinGecko Coinlive Armors White Paper Roles FAQ © 2021—2026. All Rights Reserved. Privacy Policy | Terms of Services Search SearchInSiteOnChainSocialNews Hot to you: Airdrop Hunters Data Analysis Crypto Celebrities Trap Detector English 繁體中文 简体中文 日本語 Tiếng Việt العربية 한국어 Bahasa Indonesia हिन्दी اردو Русский English智能索引记录
-
2026-02-28 09:23:25
综合导航
成功
标题:Sweet Bubble - Play The Free Mobile Game Online
简介:Sweet Bubble - click to play online. A classic bubble shoote
-
2026-02-28 21:38:32
教育培训
成功
标题:美丽的遇见作文600字
简介:在平平淡淡的学习、工作、生活中,大家总少不了接触作文吧,写作文是培养人们的观察力、联想力、想象力、思考力和记忆力的重要手
-
2026-03-01 02:56:31
综合导航
成功
标题:Leucocyte. World English Historical Dictionary
简介:Leucocyte. World English Historical Dictionary
-
2026-02-27 19:30:29
综合导航
成功
标题:Vision 2000-P™ XD High Sensitivity Residual Gas Analyzers for Select Pressure & PVD Processes
简介:Monitor vacuum integrity, contamination levels, or dynamics
-
2026-02-28 14:35:54
教育培训
成功
标题:二年级家的作文集合8篇
简介:在平凡的学习、工作、生活中,大家都有写作文的经历,对作文很是熟悉吧,作文是由文字组成,经过人的思想考虑,通过语言组织来表
-
2026-02-27 20:13:12
综合导航
成功
标题:Newsletters, Flyers, & Rack Cards PIP - PIP Winston Salem, NC
简介:Entice and inform your clients with brilliantly designed and
-
2026-02-28 08:17:47
综合导航
成功
标题:å¹²æ¶çæ¼é³_å¹²æ¶çææ_å¹²æ¶çç¹ä½_è¯ç»ç½
简介:è¯ç»ç½å¹²æ¶é¢é,ä»ç»å¹²æ¶,å¹²æ¶çæ¼é³,å¹²æ¶æ¯
-
2026-03-01 16:18:01
教育培训
成功
标题:实用的快乐的春节小学作文
简介:在平凡的学习、工作、生活中,大家对作文都不陌生吧,作文是人们把记忆中所存储的有关知识、经验和思想用书面形式表达出来的记叙
-
2026-03-01 02:54:35
综合导航
成功
标题:美好话题作文600字合集10篇
简介:无论是在学校还是在社会中,说到作文,大家肯定都不陌生吧,作文要求篇章结构完整,一定要避免无结尾作文的出现。你所见过的作文
-
2026-03-01 15:27:32
综合导航
成功
标题:关于二年级家作文合集十篇
简介:在学习、工作、生活中,大家最不陌生的就是作文了吧,作文是一种言语活动,具有高度的综合性和创造性。如何写一篇有思想、有文采
-
2026-02-28 21:13:54
教育培训
成功
标题:正正堂堂的意思解释_正正堂堂是什么意思-雄安文学网
简介:正正堂堂是什么意思?雄安文学网为您提供正正堂堂的意思解释、拼音、近反义词,以及正正堂堂成语接龙,供成语爱好者参考学习用。
-
2026-02-28 14:43:34
综合导航
成功
标题:Kentucky Equine Research - World Leaders In Equine Research & Nutrition
简介:Kentucky Equine Research (KER) is an international equine nu
-
2026-02-28 07:37:26
金融理财
成功
标题:周末投资个人理财产品(周末理财产品有哪些)_火必 Huobi交易所
简介:本篇文章给大家谈谈周末投资个人理财产品,以及周末理财产品有哪些对应的知识点,希望对各位有所帮助,不要忘了收藏本站喔。 本
-
2026-03-01 15:12:56
图片素材
成功
标题:荣光的作文1200字 描写荣光的作文 关于荣光的作文-作文网
简介:作文网精选关于荣光的1200字作文,包含荣光的作文素材,关于荣光的作文题目,以荣光为话题的1200字作文大全,作文网原创
-
2026-03-01 02:45:40
图片素材
成功
标题:牛奶的作文600字 描写牛奶的作文 关于牛奶的作文-作文网
简介:作文网精选关于牛奶的600字作文,包含牛奶的作文素材,关于牛奶的作文题目,以牛奶为话题的600字作文大全,作文网原创名师
-
2026-03-01 03:08:16
综合导航
成功
标题:精选学英语作文300字合集五篇
简介:在平时的学习、工作或生活中,大家都不可避免地要接触到作文吧,作文是一种言语活动,具有高度的综合性和创造性。为了让您在写作
-
其他
失败
标题:新闻资讯
简介:
-
2026-02-28 13:39:40
综合导航
成功
标题:Solutions for the pulp and paper market
简介:Discover how we help improve your pulp and paper product qua
-
2026-02-28 21:44:42
教育培训
成功
标题:小学四年级作文300字5篇[荐]
简介:在日常生活或是工作学习中,大家最不陌生的就是作文了吧,作文是通过文字来表达一个主题意义的记叙方法。写起作文来就毫无头绪?
-
2026-02-27 19:45:38
综合导航
成功
标题:Rumour - GTA 6 Could Be The Only "New" Rockstar Game This Generation, It's Been Claimed - PlayStation Universe
简介:A known leaker and industry insider has pointed to the likel
-
2026-02-28 08:27:08
电商商城
成功
标题:白雪公主美白护肤预订订购价格 - 京东
简介:京东是国内专业的白雪公主美白护肤网上购物商城,本频道提供白雪公主美白护肤商品预订订购价格,白雪公主美白护肤哪款好信息,为
-
2026-02-28 08:01:40
综合导航
成功
标题:Equus gauges [Archive] - Toyota MR2 Message Board
简介:there kind of a no name company... or in canada anyways... a
-
2026-02-27 19:27:34
综合导航
成功
标题:PCC Pricing Model: Comprehensive pediatric software and support that is covered in an all-inclusive monthly fee Physician's Computer Company
简介:Our pricing model is simple. A comprehensive package of pedi
-
2026-02-28 08:36:15
综合导航
成功
标题:æ¨ççæ¼é³_æ¨ççææ_æ¨ççç¹ä½_è¯ç»ç½
简介:è¯ç»ç½æ¨çé¢é,ä»ç»æ¨ç,æ¨ççæ¼é³,æ¨çæ¯
-
2026-02-27 20:04:25
综合导航
成功
标题:Flower Girl Wedding Day - Free Online Mobile Game on 4J.com
简介:Flower Girl Wedding Day is a free online Mobile game on 4j.C
-
2026-03-01 16:14:40
教育培训
成功
标题:三年级作文[精华5篇]
简介:在学习、工作、生活中,大家都尝试过写作文吧,作文根据体裁的不同可以分为记叙文、说明文、应用文、议论文。那么问题来了,到底
-
2026-02-28 14:38:21
法律咨询
成功
标题:别墅网 - 别墅设计图
简介:别墅网专注提供最新别墅设计图纸、农村自建房全套施工图、3D别墅模型下载。涵盖现代、新中式、欧式等多种风格,专业设计师团队
-
2026-03-01 12:35:20
教育培训
成功
标题:[推荐]五年级的作文300字3篇
简介:在日常生活或是工作学习中,大家都接触过作文吧,作文是由文字组成,经过人的思想考虑,通过语言组织来表达一个主题意义的文体。
-
2026-02-28 08:42:53
综合导航
成功
标题:创维高清电视机排行榜,创维高清电视机十大排名推荐 - 京东
简介:围绕着创维高清电视机排行榜,创维高清电视机十大排名推荐这个主题,为各位可爱的小宝贝详细介绍相关心意的宝贝,大家一起来看下
-
2026-02-27 19:39:50
金融理财
成功
标题:理财酒会是干什么的(理财会议主持词)_火必 Huobi交易所
简介:今天给各位分享理财酒会是干什么的的知识,其中也会对理财会议主持词进行解释,如果能碰巧解决你现在面临的问题,别忘了关注本站