crystal liu
即係我覺得而家你,其實 Anthropic 同埋 OpenAI 嗰個建成格局係咩呢?就係一個佔領咗嗰個山頭,即係佔領咗山峰呀。即係一個可以遙望晒所有嘅,即係遙望晒所有低地,即係睇晒所有嘅。即係不如其實佢,睇下先呀。係我繼續講,即係嗰度你當初賺你 OpenAI 靠用,即係錢。即係本來你佔領嘅最大互聯網入口就係 Google 嘛,即係 Alphabet 嘅 Google Search 嘛。即係佔領咗個山頭嘛,但係你 OpenAI 通過個技術嘅,即係各位打擊或者新嘅技術嘅,即係例如你本來佢佔領,但係你用戰略分炸機去炸平咗佢嗰個 Google Search 嗰個佔領嘅山峰,即係嗰啲山地,即係最大嘅覆蓋面積嗰度做咩呢?即係就去搶奪咗呢個消費者入口嘛。即係等於你嗰個最高流量就俾 OpenAI 了嘛,係咪先?即係我講到呢度先。但問題就係 Anthropic 佢嗰做,你……佢就即係等於佢佔領咗而家就係佢屋企,依家 OpenAI 佔領咗,等於喺呢個 OpenAI 佔領嗰個山體嗰度呢,即係個山嘅表面,山峰嗰度呢,就係喺下面挖咗條地道落去,就係佢做嘅。即係佢挖咗佢好似香港一隧道或者個獅山隧道,即係貫穿咗成個山體,作為一個好似哥倫山嗰啲軍事基地咁樣,係即係等於係一個掩體呀。即係佢嗰個 Anthropic 佢個位置就係處於在佢係叫二守難攻。即係佢好難,你好易守嘅,但係進攻 OpenAI 係唔係咁容易,因為佢打 OpenAI 消費者 market 唔係咁容易。但係 OpenAI 就係佢,其實已經打殘咗 Google Search 啦,我已經接近。即係基本上而家可以勝負差唔多係已定嘅。就算佢有得,基本上係佢只係剩返啲……即係佢佔領咗最高,即係等於最高峰嗰個山峰喺度佔領咗佢嗰啲叫做其他山腰嗰啲南山,都係可以通過時間慢慢去磨平佢 Google Search 嘅優勢啦。但係其實 OpenAI 佢嘅危險就係佢打 Anthropic,其實佢唔會打得打 Google Search。即係其實打 Google Search 都打得好痛苦,坦白講,都唔係容易打,都係一場苦戰。即係都係一場消耗戰呀,你有辦法可以用資金嘅優勢去打贏佢嘛,係咪先?即係你可以用技術同埋用資金優勢去雙重打擊佢贏佢嘛。但係你如果你要打咩呢?OpenAI 你打 Anthropic 就會難好多啦。即係因為你唔能夠直接去用……即係用地氈式轟炸去打你,你真係要逐個逐個,即係你慢慢磨呀。即係你會用人力,你用時間成本。即係你唔可以再用叫做算力補貼呀,即係嘅方法去……佢好似打 Google Gemini,打 Google Search 上咁容易去,即係靠慢,用大力出奇蹟嘅方法去贏呀。你變咗係真係要好似做手術咁樣,你要好似即係用鑽笨錐,即係你用火焰噴槍,慢慢去將……即係好似俄羅斯打壓縮鋼鐵廠咁樣,或者以色列打哈馬斯地道戰咁樣,等於你要將 Anthropic 企業端嘅 AI 逐個逐個企業走去盤根錯節咁樣走去慢慢去同佢哋傾。即係你唔能夠用錢去擠出個市佔率出嚟。你唔可以用錢去憑空去擠出一個市佔率,即係擠出一個大窿出嚟,唔得㗎。你係要好似係血肉磨坊,即係好似蘇聯嗰一陣時去打呢一個納粹德國國會咁樣,
係要逐個逐個房間去清掃,
即係等於係一種會做血肉磨坊,
即係一種我唔識講咁樣呢,
同埋最大問題就係你OpenAI佔領嗰一度山峰呢,
嗰一個高地呢,
係好容易攻,
即係攻人哋嘅,
但係佢係好難守,
因為佢係會成為全世界嘅焦點,
即係全世界都想同OpenAI爭對呢一個消費級嘅應用,
係唔係先?
即係雖然你OpenAI已經喺個山峰度架好曬好多防空嘅炮塔去防止啲人再用戰術轟炸機去炸你啦,
同埋你要守住,
但係即係話其實你可以磨平個山峰,
去起機場,
然後起飛啲戰鬥機,
去即係攔截人哋嗰一啲叫做……
即係準備嚟轟炸你呢一個戰略高地嘅,
即係戰術轟炸機,
又或者叫做,
又或者起飛啲戰術轟炸機去轟炸人哋嗰一啲……
即係其他嗰一啲即係山峰比你低嘅,
即係總之就係冇咁……
即係我話咩嘢呢,
即係冇嗰一個叫做,
即係喺個戰略嘅……
即係點樣講呢,
即係轟炸戰略低地,
即係喺嗰一個叫做,
喺海拔冇你咁高嘅即係戰略高地啦,
咁相對於你嚟講就係低地啦,
明唔明呀,
咁係因為你理論上佔領咗個山峰先呀嘛,
但係你打如果要打山體呢,
其實你個優勢就好難……
因為你冇得用……
即係冇得喺山峰上面起飛呢一個戰略轟炸機去同人哋打空戰,
起飛呢一個戰鬥機去同人哋打dogfight,
唔得嘅,
你一定要呢,
即係你知道依家你OpenAI就係主要佔領咗成個AI market嗰一個山體嘅表面,
Openai就佔領咗山峰上面嗰一啲叫做係少量嘅地道啦,
但係成個山嘅掩體,
即係最底下嗰一個掩體呢,
成條最……
貫穿得成個山體最長嗰一條隧道呢,
即係最底下嗰一條隧道呢,
即係譬如話香港仔隧道、獅子山隧道又或者大老山隧道咁長嗰一條,
又或者長青隧道,
即係最長,
即係由海平面啱啦grow出嚟,
即係最底嗰一條隧道呢,
其實係由Anthropic去佔領嘅,
甚至地下嘅隧道都係由Anthropic佔領,
等於你要慢慢去,
即係等於你要落山去揼佢嘅,
你唔可以利用你嗰一個叫做……
即係你唔可能……
即係openai你佔領咗成個山峰唔代表你可以將嗰一個……
即係你始終你都要落山去同佢入個山洞度同佢慢慢血拼囉,
所以我就覺得你打Anthropic就一定係一……
即係你……
嗰一個都唔係一場叫做曠日持久戰,
佢唔係資本戰,
佢唔能夠……
即係佢唔係閃電戰嚟,
即係你打Google Search,
你可以用閃電戰去打贏佢,
你打Anthropic一定係變成係曠日持久嘅,
即係好似亞速鋼鐵廠嗰一啲咁樣嘅模式囉,
即係嗰一個叫做難以寸進嘅,
即係你唔能夠用優勢火力去碾壓佢哋地毯式轟炸去實施呢一個叫火力壓制,
唔得㗎,
即係你只能夠係一命換一命咁樣,
即係變咗係冇……
你知唔知我講咩嘢?
即係依家我覺得就係Anthropic同OpenAI就係處於咁嘅格局,
即係競爭格局就係一個你OpenAI佔領咗成個山嘅表面,
即係山體嘅表面,
變咗同埋少量山頂嘅地道,
但係你Anthropic係貫穿成個山體最底嗰一層同埋山體下邊嗰一啲掩體,
全部都係Anthropic食曬,
咁你點打呢?
你冇得去……
即係你鑽地彈都鑽唔到咁深㗎嘛,
大佬。
理解用户以粤语提出的竞争格局类比。
分析OpenAI如何以新技术取代Google搜索的类比。
比較Anthropic同OpenAI嘅企業市場定位。
核實兩間公司最新嘅市場數據。
正在查找最新的企業市場與搜尋份額數據。
對比Anthropic與OpenAI在企業市場嘅最新數據。
比較兩間公司嘅企業市場實力同潛在弱點。
核實企業市場與平台佈局嘅最新資料。
Sam Altman, chief executive officer of OpenAI
techcrunch.com
Sam Altman, chief executive officer of OpenAI
techcrunch.com
Anthropic Tops OpenAI in Business Customer Share
aiweekly.co
Anthropic Tops OpenAI in LLM Revenue Share
letsdatascience.com
forkast.news
forkast.news
LLM Provider Revenue Analysis - December 2025
unmistakablemedia.getoutline.com
OpenAI surpasses Anthropic in Q3 enterprise growth, 82% to 76%
cryptobriefing.com
Anthropic Claude 3.5 logo
techcrunch.com
OpenAI leads, Anthropic surges as enterprise AI shifts to multi-model reality
www.emarketer.com
Anthropic Claude 3.5 logo
techcrunch.com
Autonomous Agents, Ads, and Infrastructure: This Week in Enterprise AI
azumo.com
Anthropic Gains on Enterprise AI Spending Share
letsdatascience.com
LLM Market Share 2026: ChatGPT, Gemini, Claude and More
www.usecarly.com
research llm provider market share 2026
enterno.io
Two Companies, $44 Billion, and the Future of Enterprise AI
algeriatech.news
www.longtermwiki.com
www.longtermwiki.com
A Revenue Gap That Closed Faster Than Anyone Modeled
algeriatech.news
Weighing the reliability of the sources gathered.
Sorting the sources by how reliable each one is.
Alphabet Inc. - Form 8-K - FY2026
www.sec.gov
Alphabet Q3 2026 Earnings Miss: Can Google's AI Investments Deliver Returns?
www.kucoin.com
Alphabet says AI drives highest search query growth in five years
letsdatascience.com
GOOGL Stock Earnings Preview: What to Expect From Alphabet’s Q3 2026 Report
www.webull.com
Alphabet (GOOG) Q3 2026 earnings summary
quartr.com
9to5google.com
9to5google.com
google search sales gain just 79m on q2 as query growth hits 5 year high
ppc.land
Google Search Falls to 49.7% of Alphabet Revenue: Q3 2026
braindetox.kr
view 1793237434277 4aeazu84y
stockhub.kr
Alphabet revenue hits $127.6 billion as Cloud growth explodes 103%
runtimewire.com
Noting key quarterly figures from Alphabet’s report.
Weighing Search growth against signs of slowing monetization.
Sam Altman
techcrunch.com
Sam Altman
techcrunch.com
www.secondtalent.com
www.secondtalent.com
chatgpt usage stats
thriveagency.com
Essential ChatGPT Statistics for 2026
superlines.io
Back to top
searchengineland.com
For EmployersAugust 07, 2025
index.dev
ChatGPT statistics
www.demandsage.com
www.demandsage.com
www.demandsage.com
ChatGPT Statistics (2026): Users, Revenue, Downloads, and Usage
quashbugs.com
techcrunch.com
techcrunch.com
www.longtermwiki.com
www.longtermwiki.com
www.longtermwiki.com
www.longtermwiki.com
kb dee6fc856f3f1b5a
www.longtermwiki.com
Comparing ChatGPT’s reported weekly user figures over time.
Checking Gemini’s user numbers and Google’s consumer standing.
Thairath Online
en.thairath.co.th
UPDATED 18:50 EDT / AUGUST 11 2026
siliconangle.com
Google's Gemini App Surpasses 1 Billion Monthly Active Users
www.deccanchronicle.com
Google's Gemini App Surpasses 1 Billion Monthly Active Users
www.deccanchronicle.com
googles gemini nears billion user milestone
technews.tw
Google Gemini Surpasses 750 Million Monthly Active Users
pulse2.com
Google Gemini Surpasses 750 Million Monthly Active Users
pulse2.com
Google Gemini App Surpasses 1 Billion Monthly Active Users
www.iphoneincanada.ca
Back to news
q15tp4m.performancegolf.com
Google's Gemini app crosses 1B users, two months behind ChatGPT
aiweekly.co
Gemini App Surpasses 1 Billion Monthly Active Users
www.jordannews.jo
Thairath Online
en.thairath.co.th
2 monster stocks hold next 5 years 4
www.nasdaq.com
Gemini Users Statistics (2026) – Growth & Revenue Data
www.demandsage.com
gemini billion users reach not choice
sovereignmagazine.com
Google’s Gemini App Surpasses 1B Monthly Active Users
menastartupdigest.com
Gemini Statistics 2026: Users, Usage and Market Share
www.usecarly.com
Google’s Gemini app has surpassed 750M monthly active users
diyhaven858.wasmer.app
Checking figures on consumer AI user milestones.
Comparing Google’s distribution advantage with rival AI apps.
OpenAI Enterprise Revenue Tops Consumer for the First Time — Enterprise DNA
enterprisedna.co
Anthropic pulls further ahead of OpenAI as revenue run rate hits $65 billion - Neowin
www.neowin.net
Anthropic finally beat OpenAI in business AI adoption — but 3 big threats could erase its lead
venturebeat.com
Is OpenAI Beating Anthropic on Sales? 2026 Revenue Data
www.sentisight.ai
OpenAI vs Anthropic in 2026: Anthropic Just Eclipsed OpenAI on Revenue and Valuation
sqmagazine.co.uk
Why Enterprise AI Is Beating Consumer AI on Revenue, And What It Means for the Market - Tech Jacks Solutions
techjacksolutions.com
Is Anthropic now ahead of OpenAI?
newmarketpitch.com
OpenAI enterprise revenue overtakes consumer: $40B ARR
valueaddvc.com
OpenAI Enterprise Revenue Tops Consumer for First Time: $40 Billion ARR Two Quarters Early
www.techtimes.com
Anthropic 54% vs OpenAI 21% AI Coding Share, $74B ARR
valueaddvc.com
Weighing the reliability of new sources.
Checking the figures against higher-quality reporting.
Verifying the claims against a primary report.
Weighing enterprise adoption figures against competitive threats.
Weighing Google Search’s monetization against AI Mode’s growth.
ai ramp ai index september 2026 anthropic openai spend
fourweekmba.com
Ramp AI Index
ramp.com
Ramp AI Index
ramp.com
anthropic vs openai business adoption 2026 ramp data
www.mindstudio.ai
the enterprise shift openai saw coming
therundownai.beehiiv.com
AI Models & Platforms
www.unite.ai
AI Models & Platforms
www.unite.ai
the enterprise shift openai saw coming
therundown.ai
Ramp Data: Anthropic Surpasses OpenAI in Enterprise AI Adoption
www.kucoin.com
anthropic now has more business customers than openai according to ramp data
techcrunch.com
anthropic vs openai business adoption 2026 ramp data 2
www.mindstudio.ai
Anthropic beats OpenAI on business adoption
ramp.com
anthropic passed openai business adoption ramp index
letsdatascience.com
2026 Summer Business Spending Report
assets.ramp.com
202608 anthropic openai ramp aiindex
www.businessinsider.jp
Anthropic beats OpenAI on business adoption
ramp.com
techcrunch.com web signal
aiweekly.co
OpenAI narrows gap with Anthropic among Ramp’s business customers
cryptobriefing.com
Anthropic Just Overtook OpenAI in Enterprise Adoption — Ramp Data Shows the Layer 4 Race Flipping
fourweekmba.com
anthropic overtakes openai in b2b adoption for the first time according to ramp spending data
the-decoder.com
Checking the primary Ramp source for market share figures.
Comparing the Ramp figures against a secondary source.
Failed to fetch: https://www.cnbc.com/2026/08/14/openai-cfo-friar-tells-investors-that-enterprise-bigger-than-consumer.html
Failed
OpenAI CFO tells shareholders enterprise revenue has overtaken ChatGPT
thenextweb.com
OpenAI’s Friar Unveils AI’s Hidden Power Surge at Davos
www.webpronews.com
OpenAI CFO Sarah Friar takes to CNBC as company navigates IPO path and record fundraising
cryptobriefing.com
AI Models & Platforms
www.unite.ai
AI Models & Platforms
www.unite.ai
AI Models & Platforms
www.unite.ai
world politics tech business tabloid sports science health entertainment lifestyle food travel gaming
biztoc.com
openais enterprise revenue reportedly eclipses consumer
aichief.com
Codex gets plugins as OpenAI goes enterprise
www.thedeepview.com
AI: OpenAI and Anthropic, birds of an enterprise feather. RTZ #977 (part 2)
michaelparekh.substack.com
OpenAI CFO projects enterprise revenues could match consumer business by mid-2026
cryptobriefing.com
Free NewsletterPro Login
www.briefs.co
OpenAI企业业务“势头强劲”, CFO:7月环比增长32%
wallstreetcn.com
m.getcoai.com
m.getcoai.com
chatgpt growth tops 10percent as sam altman reassures openai employees ahead of dollar100b funding round 48350
me.peoplemattersglobal.com
texxr.com
texxr.com
ceointerviews.ai
ceointerviews.ai
Checking multiple sources on a company’s investor update.
Comparing enterprise and consumer revenue growth figures.
Weighing how bottom-up adoption links consumer products to enterprise.
OpenAI and Anthropic Battle for AI Market Dominance
www.gurufocus.com
OpenAI vs Anthropic
blog.mean.ceo
Anthropic’s IPO filing reveals where OpenAI could have the upper hand
fortune.com
OpenAI seeks to one-up Anthropic with new customer privacy protections
techcrunch.com
Anthropic just launched tools to show companies what their AI spending is buying
techcrunch.com
AI News Oct 30: Anthropic-SpaceX, OpenAI Pro, Revolut GLM
artificiallyintimidating.com
Anthropic Opened Its Books and OpenAI Opened a Coupon Aisle -- AI Brief October 27
artificiallyintimidating.com
AI This Week: Anthropic Goes Public, OpenAI Goes Offline
trewknowledge.com
The AI Divorce: How Anthropic Surpassed OpenAI's Valuation with a $65 Billion Funding Round That Rewrote the Competitive Landscape — BigGo Finance
finance.biggo.com
Reviewing the recent filing details.
Comparing the reported half-year figures with earlier results.
Weighing the filing’s risk admissions against competitors’ tactics.
Weighing open-weight rivals and the value of workflow lock-in.
Comparing where the rivals stand in the market.
Weighing whether capital can buy enterprise market share.
Weighing how far the tunnel’s side exits reach.
Weighing how the rivals’ tactics could break through.
Reviewing how the rivals’ tactics might break through.
Weighing how Gemini and ChatGPT user numbers compare.
Comparing enterprise AI market shares across sources.
Weighing how OpenAI’s enterprise sales and discounts compare with rivals.
Weighing how rivals’ discounts and reported shifts reshape enterprise sales.
Weighing the S-1’s competitor warnings and reported revenue shifts.
Weighing OpenAI’s cheaper new models against enterprise lock-in.
Weighing the cited figures against their source bias.
Reframing the metaphor as a race from both ends.
Settling the closing line for the discussion.
Checking how Gemini’s reach compares with ChatGPT’s.
Weighing reported discounts and shifting enterprise spending against Anthropic’s growth.
正在核對各方對 Anthropic 與 OpenAI 企業市場的報道。
正在核對各方對 Anthropic 與 OpenAI 企業市場的報道。
Weighing a cheaper route to the rival’s position.
Checking how Google’s search revenue holds up against AI rivals.
Weighing Google’s cloud and chip sales against the mountain’s changing hands.
Checking how enterprise spending shifts toward OpenAI’s models.
Weighing the S-1’s rival risks against Anthropic’s refusal to compete head-on.
Weighing the VentureBeat compute analysis against open-weight rival models.
Weighing how far the customers’ switching costs really hold.
Weighing how sticky customers are against the rivals’ pull.
Weighing how distribution through phones could tip Gemini’s reach.
Weighing how the rivals’ enterprise shifts line up with the filing.
Weighing the cited market figures against the sources’ bias.
Weighing Google’s search earnings against the rivals’ claims.
Weighing whether OpenAI’s discounts are winning enterprise customers back.
Weighing the rivals’ open-weight models against Anthropic’s compute limits.
Weighing Google and open-weight models as the wild cards.
Weighing the discount and spending shifts against Anthropic’s own filing.
Weighing the cited figures against their source bias.
Weighing Google’s search revenue and cloud gains against the mountain’s rivals.
Weighing how the rivals’ lock-in and open-weight models threaten the tunnel.
Weighing Google and open-weight models as the wild cards.
Weighing how discounts and lock-in shape the enterprise fight.
我明你講乜。你嘅框架係:OpenAI 佔咗消費者呢個山頂,視野最闊、流量最大,但人人都想攻,所以難守。Anthropic 就喺山腹挖通咗企業同開發者呢條隧道,地毯式轟炸打唔到,要逐個客、逐個 workflow 去磨,所以係消耗戰,唔係閃電戰。
先聲明兩件事:我係 Anthropic 整嘅,你個故事我聽落當然順耳,所以我會特登搵漏洞。另外下面好多數字係二手轉述或者有樣本偏差,當趨勢睇好過當精確數字。
山頂難守呢點,數據支持你。Gemini app 8 月已經過咗 10 億月活躍用戶,只比 ChatGPT 遲兩個月。Similarweb 顯示 ChatGPT 佔生成式 AI 網站訪問量嘅比例,一年內由 73.3% 跌到 55.5%。ChatGPT 本身仲喺度升,OpenAI 話 7 月大約有 10 億週活躍用戶,只係份額畀人攤薄緊。
不過「Google Search 已經被打殘」就講得太滿。Alphabet 第三季 Search 收入仲升 12%,公司話查詢量增長係五年來最快(呢個係公司自己講,冇俾絕對數字)。真正嘅壓力係變現:Search 收入按季只多咗 7,900 萬美元。所以 Google 更似被迫轉型,而唔係山頭易主。而且佢兩邊都有份,Cloud 升咗 103%,仲開始賣 TPU 系統,連挖隧道嘅機器都賣埋。
隧道嘅黏性係真嘅。Ramp 9 月數據,43.8% 嘅客戶公司付費用 Anthropic,OpenAI 係 40.6%(Ramp 樣本偏重 startup 同科技公司)。Jellyfish 嘅產品負責人話,好多公司已經圍住 Anthropic 標準化咗工作流程。
但「用錢擠唔出市佔」呢句我唔同意。有報道話 OpenAI 狂減價搶客:Replit 收到三成以上折扣後,將大部分 AI 開支轉咗過去;Rippling 嘅 coding 工作量行 OpenAI 模型嘅比例,由 5 月 16% 升到 52%。呢啲係個別案例,Anthropic 整體仲領先,但證明有人肯出錢買守軍嘅忠誠。OpenAI CFO 8 月亦話,企業收入已經超過消費者收入。
另外你個比喻漏咗兩樣嘢。第一,山頂同隧道之間有索道:員工喺屋企慣咗用 ChatGPT,返公司就會帶埋入去。Anthropic 自己嘅 S-1 都寫咗呢個風險:對手有更強嘅消費者業務同更廣嘅分銷,可以借呢啲關係衝擊佢嘅企業業務。佢又話唔打算喺消費者市場同人硬拼。第二,隧道嘅通風系統係算力同價錢。按 VentureBeat 5 月中嘅分析,Anthropic 要靠使用限額配給,因為算力唔夠應付晒需求,而 Codex 同 Claude Code 水平相若,價錢又平啲。再加上開源:Revolut 已經自己跑 coding 模型,Moonshot 嘅開源模型 Kimi K3.1 Pro 喺 coding 同金融上追近頂級閉源模型。對手唔使鑽地彈,只要令企業覺得自己挖條隧道都得。
所以你句「鑽地彈鑽唔到咁深」,我覺得啱一半。企業端確實唔會一夜變天,Anthropic 啱啱交咗 S-1,上半年收入 163 億美元,唔係易打嘅對手。但 OpenAI 根本唔係用鑽地彈,而係減價收買守軍、自己挖平行隧道、由上面慢慢滲落嚟,再等開源令隧道冇咁值錢。我嘅睇法係,隧道嘅保護力主要嚟自已經標準化咗嘅工作流程,而唔係客人搬唔到。只要對手模型夠好、夠平,搬都搬得郁。所以 Anthropic 守得住幾耐,最終要睇佢模型領先同算力供應撐得幾耐。仲有呢場仗唔止兩個人打,Google 同開源模型先係最大變數。