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As a quant analyst with 5 years in crypto hedge funds, I break down whether pump.fun’s $4B valuation makes sense amid the meme coin slump. Using on-chain data and P/S ratios, we’ll examine if this ‘meme printing machine’ can justify its price tag while navigating DeFi’s wild west. Spoiler: The answer involves smoke-filled livestreams and Z世代 economics.

\n","published_at","2025-07-19T19:48:59.803249+08:00","published_url","rating_total",78,"share_total",1572,"Is pump.fun Really Worth $4 Billion? A Data-Driven Analysis from a Crypto Quant","updated_at","2025-07-19T20:21:59.803518+08:00",{"_438":253,"_232":459,"_640":641},"user_info",{"_642":459,"_304":643,"_650":459,"_626":459,"_651":253,"_252":253},"fans_total",{"_644":253,"_615":253,"_645":459,"_646":253,"_647":459,"_232":459,"_261":253,"_259":253,"_648":459,"_618":253,"_619":-5,"_7":253,"_263":253,"_649":459},"content_type","duration","format","height","size","width","follow_total","nick_name","view_total",773,{"_611":655,"_620":-5,"_621":459,"_622":660,"_438":661,"_232":662,"_626":663,"_278":-5,"_252":664,"_313":-5,"_13":-5,"_629":665,"_631":-5,"_632":666,"_634":667,"_619":-5,"_7":668,"_637":669,"_596":670,"_652":673},[656],{"_304":657,"_232":-5,"_313":314,"_263":253},{"_615":253,"_261":658,"_259":659,"_618":253,"_619":-5,"_7":253,"_263":253},"mkp25zdowu5f.png","6qxkts/dk1l",980,"/corporate-bitcoin-buying-spree-supply-squeeze",17738,1776,"

Last week saw corporations aggressively accumulating Bitcoin, adding 12,400 BTC to their holdings while miners only produced 3,150 new coins. As a quant analyst who predicted the DeFi Summer, I’ll break down what this supply squeeze means for the market. We’re seeing textbook pre-halving accumulation patterns - and the numbers don’t lie. Grab your spreadsheets folks, this is where macro meets crypto.

\n","2025-07-20T18:52:27.578915+08:00",83,339,"Corporate Bitcoin Buying Spree: 12,400 BTC Added Last Week While Miners Struggle with 3,150 BTC Output","2025-07-20T19:30:27.579162+08:00",{"_438":253,"_232":459,"_640":671},{"_642":459,"_304":672,"_650":459,"_626":459,"_651":253,"_252":253},{"_644":253,"_615":253,"_645":459,"_646":253,"_647":459,"_232":459,"_261":253,"_259":253,"_648":459,"_618":253,"_619":-5,"_7":253,"_263":253,"_649":459},1364,{"_611":675,"_620":-5,"_621":459,"_622":680,"_438":681,"_232":682,"_626":683,"_278":-5,"_252":684,"_313":-5,"_13":-5,"_629":685,"_631":-5,"_632":686,"_634":687,"_619":-5,"_7":688,"_637":689,"_596":690,"_652":693},[676],{"_304":677,"_232":-5,"_313":314,"_263":253},{"_615":253,"_261":678,"_259":679,"_618":253,"_619":-5,"_7":253,"_263":253},"mk5bwbkdbspq.png","6qxrje/asky",215,"/jump-crypto-rise-fall-reinvention",23750,1538,"

As a quant analyst who’s lived through the DeFi boom and bust, I’ve watched Jump Crypto transform from a feared ‘crypto mafia’ into a quiet but powerful force building the backbone of Web3. This isn’t just a comeback story—it’s a paradigm shift. From manipulating Terra to launching Firedancer, Jump’s evolution reflects how Wall Street meets blockchain: ruthless efficiency meets decentralized ideals. Let’s unpack the math, the memes, and the real infrastructure behind the myth.

\n","2025-08-07T19:09:06.681008+08:00",81,486,"Jump Crypto: From Wall Street Predators to Blockchain Architects – The Rise, Fall, and Reinvention of a Digital Leviathan","2025-08-07T19:10:06.681309+08:00",{"_438":253,"_232":459,"_640":691},{"_642":459,"_304":692,"_650":459,"_626":459,"_651":253,"_252":253},{"_644":253,"_615":253,"_645":459,"_646":253,"_647":459,"_232":459,"_261":253,"_259":253,"_648":459,"_618":253,"_619":-5,"_7":253,"_263":253,"_649":459},1496,{"_611":695,"_620":-5,"_621":459,"_622":700,"_438":701,"_232":702,"_626":703,"_278":-5,"_252":704,"_313":-5,"_13":-5,"_629":705,"_631":-5,"_632":706,"_634":707,"_619":-5,"_7":708,"_637":709,"_596":710,"_652":713},[696],{"_304":697,"_232":-5,"_313":314,"_263":253},{"_615":253,"_261":698,"_259":699,"_618":253,"_619":-5,"_7":253,"_263":253},"mk7xlc2uca33.png","6qxrrr/bftr",1045,"/hotcoin-newt-h-carv-mgo-dmc-launch-2024",23918,1960,"

As a quant analyst who predicted DeFi Summer with a regression model, I’m breaking down Hotcoin’s latest batch of token listings. From Newton’s governance mechanics to DeLorean’s time-travel aesthetic — this isn’t just FOMO. It’s chain data meets narrative momentum. Here’s what I’m watching before the pumps hit.

\n","2025-08-10T17:31:00.742594+08:00",88,112,"Hotcoin上线NEWT, H, CARV, MGO, DMC: A Quant’s Early Take on the 2024 Web3 Launch Wave","2025-08-10T18:28:00.742853+08:00",{"_438":253,"_232":459,"_640":711},{"_642":459,"_304":712,"_650":459,"_626":459,"_651":253,"_252":253},{"_644":253,"_615":253,"_645":459,"_646":253,"_647":459,"_232":459,"_261":253,"_259":253,"_648":459,"_618":253,"_619":-5,"_7":253,"_263":253,"_649":459},1866,{"_611":715,"_620":-5,"_621":459,"_622":720,"_438":721,"_232":722,"_626":723,"_278":-5,"_252":724,"_313":-5,"_13":-5,"_629":725,"_631":-5,"_632":726,"_634":727,"_619":-5,"_7":728,"_637":729,"_596":730,"_652":733},[716],{"_304":717,"_232":-5,"_313":314,"_263":253},{"_615":253,"_261":718,"_259":719,"_618":253,"_619":-5,"_7":253,"_263":253},"mlm2j3oxe0gu.png","6qxs5m/faby",1601,"/backpack-next-circle-crypto-native-playbook",30881,826,"

As the crypto IPO wave hits Wall Street, I’m analyzing why Backpack stands out—not just as another exchange, but as a true Web3-native platform with a compliant, product-led growth engine. With its wallet-exchange-NFT trifecta and global regulatory traction, it’s building the kind of structure that Old Money actually understands. Spoiler: it’s not just about trading—it’s about ownership, yield, and identity. Let’s dive into the math behind the momentum.

\n","2025-08-28T13:34:16.019829+08:00",55,316,"Backpack: The Next Circle? Why This Crypto Native Playbook Could Win the TradFi Race","2025-08-28T14:14:16.020102+08:00",{"_438":253,"_232":459,"_640":731},{"_642":459,"_304":732,"_650":459,"_626":459,"_651":253,"_252":253},{"_644":253,"_615":253,"_645":459,"_646":253,"_647":459,"_232":459,"_261":253,"_259":253,"_648":459,"_618":253,"_619":-5,"_7":253,"_263":253,"_649":459},1375,{"_611":735,"_620":-5,"_621":459,"_622":740,"_438":741,"_232":742,"_626":743,"_278":-5,"_252":744,"_313":-5,"_13":-5,"_629":745,"_631":-5,"_632":746,"_634":747,"_619":-5,"_7":748,"_637":749,"_596":750,"_652":753},[736],{"_304":737,"_232":-5,"_313":314,"_263":253},{"_615":253,"_261":738,"_259":739,"_618":253,"_619":-5,"_7":253,"_263":253},"mll5k08f8vt1.png","6qxs2s/e2gw",102,"/stablecoins-scene-driven-value",30196,1370,"

As a Wall Street quant with a Bitcoin信仰, I’ve seen the stablecoin game shift from ‘who issues more’ to ‘who builds better apps’. The real value isn’t in minting— it’s in solving real-world problems. From B2B trade finance to tokenized real assets, the winners will be those who master scenario integration. Here’s why the era of pure issuance is over—and what comes next.

\n","2025-08-27T14:31:16.018692+08:00",69,1340,"Stablecoins Are No Longer Just Digital Dollars: The Rise of Scene-Driven Value","2025-08-27T15:09:16.019238+08:00",{"_438":253,"_232":459,"_640":751},{"_642":459,"_304":752,"_650":459,"_626":459,"_651":253,"_252":253},{"_644":253,"_615":253,"_645":459,"_646":253,"_647":459,"_232":459,"_261":253,"_259":253,"_648":459,"_618":253,"_619":-5,"_7":253,"_263":253,"_649":459},1946,"features",[],"message",{"_438":758,"_232":759,"_299":-5,"_640":760},"/crypto-lockdown",18767,{"_642":761,"_304":762,"_650":772,"_626":773,"_651":774,"_252":775},4958,{"_644":763,"_615":253,"_645":459,"_646":764,"_647":765,"_232":766,"_261":767,"_259":768,"_648":769,"_618":770,"_619":771,"_7":253,"_263":253,"_649":765},"image/png","png",512,303732,"mkosw2by6w1b.png","6qxkqn/dccy",369082,".png",[],1362,99596,"HashSleuth","Quant trader turned crypto oracle. Building alpha-generating models since 2017. My charts predicted the last 3 market cycles - follow for on-chain insights even Vitalik would retweet. Currently obsessed with MEV extraction strategies. Not financial advice (obviously).","data",{"_281":601,"_778":779,"_780":781},"action","DsUserInfo","query",{},{"_275":253,"_276":253,"_277":253},"actionData","errors"]