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p0 Systems
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p0 Systems
@P0Systems
Initialize your potential. The operating system for creators. ⌘ + Enter to build. HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS
Building on Katılım Aralık 2025
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p0 Systems retweetledi
Whike everyone's offering free/cheap inference and doing BD, where's the actual moat?
Cory (founder of @P0Systems) says you need to own the whole stack.
The plan (why he's traveling to China): get P Zero's own GPUs, servers, and infrastructure. Once you own the hardware, three things open up:
- Train your own models, it's cheap now, build your own dataset and ship a personalized model
- Become an AI lab, not just a router
- Rent out spare compute and infrastructure as a whole separate revenue line
MCG@MCGlive
Today on MCG @P0Systems | solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS (Protocol Zero) is a platform that empowers creators, developers, and entrepreneurs to build, deploy, and monetize web applications and digital assets on Solana-without writing a single line of code They are actively dominating the @OpenRouter leaderboard Key topics include: 02:23 - The China moat 04:31 - Why open source wins 09:08 - The silent pivot from agent launchpad to inference gateway 09:24 - The real growth hack 15:24 - The numbers 20:57 - Why Chinese labs give free inference 22:55 - The wholesale margin 24:23 - Self-host on owned GPUs, then become an AI lab 42:46 - Raised $319K fully non-dilutive through grants, no equity sold 53:37 - How to gauge inference projects
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p0 Systems retweetledi
We asked Cory (Founder) why Chinese AI labs hand @P0Systems free inference...
Spinning up a new AI lab in China is easy and cheap, per Cory you can whip up your own model in under a day. The hard part isn't building the model. It's getting anyone to use it.
This is the trade:
- Labs get real users and token throughput, the numbers they show investors to prove people use their model
- P0 gets cheap (often free) access to strong new models
New labs need distribution. $P0 is the one providing it.
MCG@MCGlive
Today on MCG @P0Systems | solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS (Protocol Zero) is a platform that empowers creators, developers, and entrepreneurs to build, deploy, and monetize web applications and digital assets on Solana-without writing a single line of code They are actively dominating the @OpenRouter leaderboard Key topics include: 02:23 - The China moat 04:31 - Why open source wins 09:08 - The silent pivot from agent launchpad to inference gateway 09:24 - The real growth hack 15:24 - The numbers 20:57 - Why Chinese labs give free inference 22:55 - The wholesale margin 24:23 - Self-host on owned GPUs, then become an AI lab 42:46 - Raised $319K fully non-dilutive through grants, no equity sold 53:37 - How to gauge inference projects
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GPUs for @P0Systems
New LLM Models for @P0Systems
More users for @P0Systems
New revenue ATH for @P0Systems
the perks of being an inference capital markets on solana.
SerPepe@SerPepeXBT
i have flight back to china tmr at 8am 🏌️♂️
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truth is, @P0Systems is making solana look good.
this is the man who put a solana project at no.1 on OpenRouter for general chat and programming inference processing.
solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS
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babe, revenue is higher again. it seems AI inference tokens are in high demand😚.
by next friday, @P0Systems will doing $4,000 a day. more user conversions + growing reach + OpenRouter ranking attracting more AI firms offering deals.
for example $Surplus on base is doing $2,000 a week.
the gap between p0 and other inference providers is insane.
tonyGewrit📕@tonyGewrit
it has not clicked for many, so i will simplify it. buying $HYPE is a monitised hedge that perps continue to grow especially with tokenised assets increasing. buying $p0 is a monitosed hedge that inference demand continues to grow. all proceeds go straight into $p0. nothing onchain and doing AI comes close. even before scaling with their own GPU infrastructure, @P0Systems is just shy of $1,000,000 ARR. yh
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@tonyGewrit @P0Systems solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS makes @solana be more than just pump and dumb fr
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写得超级好，很用心😭感谢分享我的故事
水工🍉WaterMan@wang202688
solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS 项目方更新了创始人的背景，P0 的 dev 背景非常有意思，甚至有点离谱。 真名 ： Corey Nieves（也叫 Cory） 个人 X ： @SerPepeXBT（1,267粉丝，2022年5月注册） LinkedIn ： linkedin.com/in/mrcory/ ---------------------- 以下信息全部由 solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS 官方推文公开，附带可验证的第三方来源链接： 6岁 — 创办了 Mr. Cory's Cookies（饼干公司）。起因是想给妈妈买辆车，不用在冷天等公交。 10岁 — 纽约邮报（NY Post）专题报道："Meet the 10-year-old cookie mogul who's also an Instagram sensation"。当时每周卖 5,000 块饼干，Instagram 39,000 粉丝，客户包括 Facebook、Gap、Barneys NY、JPMorgan Chase。上过 MSNBC、Ellen DeGeneres Show。 10岁 — Marcus Lemonis（CNBC《The Profit》主持人、亿万富翁投资人）在电视上直接投资了他的公司。 13岁 — 被 Jamie Dimon（摩根大通 CEO）拉进 JPMorgan 做 mentorship。 之后 — 卖了饼干公司（"Did numbers"），转战加密。 现在运营 P0 Systems，每天处理数十亿 token 的 LLM 推理流量. ---------------------- 可信度评估 这个背景不是"自称"的——P0 官方第二个推文直接附了可验证的第三方链接： NY Post 原文 CNBC The Profit 剧集链接 → IMDb 有记录 CNBC 报道他与 Amazon 的会议 LinkedIn 公开档案 OpenRouter 第三方验证 → P0 是 OpenRouter 上的正式推理提供商 实时收入仪表盘 → 公开可查 这在 Crypto 项目里属于罕见的履历级别——不是"我在 Google 干过"那种简历，而是"从 6 岁就被主流财经媒体追踪报道的连续创业者"。 ---------------------- 个人风格 @SerPepeXBT 的 X 账号画风是典型的 Crypto Degenerate： 跟那种 LinkedIn 精英人设完全不同——这人更像是个从小就会做生意、进了 Crypto 之后彻底拥抱了 Degen 文化的"老炮"。 ---------------------- 对 P0 项目的含义 正面： Doxxed 且履历可验证 → 跑路风险极低（一个被 NY Post、CNBC、Jamie Dimon 公开背书的 22 岁创始人，不太可能为了几百万砸掉 16 年的公众信誉） 6 岁创业、卖饼干给 Facebook/JPMorgan → 执行力有充分历史证据 从饼干做到 LLM 推理基础设施 → 赛道切换逻辑通顺（卖产品→卖算力/API） 风险点： Degen 人设虽然圈内讨喜，但对机构投资者可能是减分项 个人 X 账号粉丝仅 1,267 → 个人影响力尚不够大 从饼干→加密的跨越不小，技术团队实力需要独立验证（看 OpenRouter 排名、收入数据） ---------------------- solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS 的 dev 是那种"简历让你怀疑是不是编的，但所有第三方来源都对得上"的级别。Jamie Dimon 13 岁带过的小孩现在在发币，这本身就是个叙事。
中文
BREAKING: p0'S TOKEN MODEL TIES REAL AI REVENUE TO RECURRING BUYBACKS 🤯
@P0Systems founder Cory explained how solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS is designed to capture value as the business grows live on @MCGlive
According to p0's founder, 40–60% of post-expense profits are allocated toward recurring solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS buybacks and liquidity, while the company's AI inference revenue can be independently tracked through public OpenRouter usage metrics
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p0 Systems retweetledi
Is China REALLY destroying the US in the AI & Compute race?!!
Cory (Founder of @P0Systems) thinks so, and his whole business plan is designed around it:
- China's energy is government-subsidized, so compute is far cheaper
- After the mining ban, sellers are looking to distribute the most powerful GPUs for cheap
- Those rigs are strong enough to run today's open-source models
- He's buying them up and starting to "self-host"
- Going fully self-hosted 10x's solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS's revenue
And the models justify the bet...open-source isn't catching up to private models anymore, per Cory it's already at the level of Claude Opus 4.8, and getting better daily...
MCG@MCGlive
Today on MCG @P0Systems | solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS (Protocol Zero) is a platform that empowers creators, developers, and entrepreneurs to build, deploy, and monetize web applications and digital assets on Solana-without writing a single line of code They are actively dominating the @OpenRouter leaderboard Key topics include: 02:23 - The China moat 04:31 - Why open source wins 09:08 - The silent pivot from agent launchpad to inference gateway 09:24 - The real growth hack 15:24 - The numbers 20:57 - Why Chinese labs give free inference 22:55 - The wholesale margin 24:23 - Self-host on owned GPUs, then become an AI lab 42:46 - Raised $319K fully non-dilutive through grants, no equity sold 53:37 - How to gauge inference projects
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p0 Systems retweetledi
We asked Cory (Founder) how @P0Systems | solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS token captures value of the business's success
The model:
After covering costs, 40-60% of leftover profit goes into buybacks and liquidity, on a recurring cycle
Most tokens can't prove where revenue is or where it's coming from.
p0's revenue runs live on @OpenRouter's leaderboard, so anyone can cross-check which models are free, which are paid, and the pricing they charge against the ledger
Why this is so important:
Inference is on a tear as of recent, and many traders, consumers, investors, etc. are struggling where to look for the metrics that matter (to compare who's worth bidding)
MCG@MCGlive
Today on MCG @P0Systems | solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS (Protocol Zero) is a platform that empowers creators, developers, and entrepreneurs to build, deploy, and monetize web applications and digital assets on Solana-without writing a single line of code They are actively dominating the @OpenRouter leaderboard Key topics include: 02:23 - The China moat 04:31 - Why open source wins 09:08 - The silent pivot from agent launchpad to inference gateway 09:24 - The real growth hack 15:24 - The numbers 20:57 - Why Chinese labs give free inference 22:55 - The wholesale margin 24:23 - Self-host on owned GPUs, then become an AI lab 42:46 - Raised $319K fully non-dilutive through grants, no equity sold 53:37 - How to gauge inference projects
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🚀Hy3 is here.
295B MoE. Best in its size class. Rivals trillion-scale flagships.
Reliable and affordable for most agentic usecases.
Apache 2.0. Friendly for commercial use.
FREE API for 2 weeks → openrouter.ai/tencent/hy3:fr…
🤗 huggingface.co/tencent/Hy3
📖 hy.tencent.com/research/hy3
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Hy3 dropped 4 days ago. We've already pushed 3.3 BILLION tokens through it.
@TencentHunyuan built a 295B monster that rivals trillion-scale flagships, and P0 agents are living on it. P0 is one of the heaviest Hy3 workloads on all of OpenRouter.
Serve yourself some → gateway.p0.systems
Tencent Hy@TencentHunyuan
🚀Hy3 is here. 295B MoE. Best in its size class. Rivals trillion-scale flagships. Reliable and affordable for most agentic usecases. Apache 2.0. Friendly for commercial use. FREE API for 2 weeks → openrouter.ai/tencent/hy3:fr… 🤗 huggingface.co/tencent/Hy3 📖 hy.tencent.com/research/hy3
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p0 Systems retweetledi
Today on MCG
@P0Systems | solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS
(Protocol Zero) is a platform that empowers creators, developers, and entrepreneurs to build, deploy, and monetize web applications and digital assets on Solana-without writing a single line of code
They are actively dominating the @OpenRouter leaderboard
Key topics include:
02:23 - The China moat
04:31 - Why open source wins
09:08 - The silent pivot from agent launchpad to inference gateway
09:24 - The real growth hack
15:24 - The numbers
20:57 - Why Chinese labs give free inference
22:55 - The wholesale margin
24:23 - Self-host on owned GPUs, then become an AI lab
42:46 - Raised $319K fully non-dilutive through grants, no equity sold
53:37 - How to gauge inference projects
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I like this intern
also
This pic of @SerPepeXBT looks like he’s about to brag to me abt how fast he’s at solving a Rubik’s cube
Bullish solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS
p0 Systems@P0Systems
Ok, so the boss would never post this himself, so the intern is doing it (sorry, Cory). Things I learned about the man who signs my paychecks: — Started a cookie company at SIX. The NY Post wrote about him when he was 10. — Marcus Lemonis literally invested in him on @CNBC as a child. — got pulled into @jpmorgan for mentorship from Jamie Dimon at 13 — Sold the cookie thing. Did numbers. — Now he ships billions of tokens a day and just… leaves the revenue dashboard public?? My boss was doxxed before some of y'all had a wallet. Anyway, I'm asking for a raise.
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