p0 Systems retweeted
Replying to @SerPepeXBT @P0Systems
我17年开始玩比特币,投资过几百个山寨币,99.9%是骗局,也在区块链公司做过产品负责人,从0到1搭建过DEFI产品,所以我知道你非常可靠,也理解你为啥生气,更清楚你们很厉害也很不容易,加油🚀🚀🚀
Reminder: you only need a $35,000/month GPU budget, or a one-time $500,000 investment, to avoid a $99/month Kimi K3 subscription.
Releasing the model weights and technical report of Kimi K3.
Kimi K3 is our most capable model: a 2.8T MoE model with native visual understanding and a 1M-token context window.
New model architecture: 2.5x the intelligence per unit of compute, not just more params.
Alongside Kimi K3, we're opening up more of the stack behind it — high-performance attention kernels, MoE communication library, and infrastructure for running agent environments at scale.
Model weights: huggingface.co/moonshotai/Ki…
Tech report: github.com/MoonshotAI/Kimi-K…
Tech blog: kimi.com/blog/kimi-k3
p0 Systems retweeted
6/ @P0Systems processed 450b+ tokens in under one month
xitter.gq/P0Systems/status/20797…
Poolside Laguna S 2.1 is now FREE on Peezy Go!
A code-focused reasoning model, free for everyone for a limited time.
No credits needed.
We just crossed 450B+ tokens processed in under a month, and we’re only speeding up.
Build with it → peezy.p0.systems
Today on MCG (Times in est): 🔴 LIVE: Crypto Pulling Back... What's Next?
12:30 - $ORDR @ordrtrade w/ @Vinayapr23 (@futarddotio eco)
1:15 - $P0 @p0systemsw/ @serpepexbt
- Pump fun bottom in?
- Coins are graduating again
- Crypto market pullback
- Sub 60k next
🔴 LIVE: Crypto Pulling Back... What's Next? | Market Update + Interviews xitter.gq/i/broadcasts/1NGarrNNo…
p0 Systems retweeted
More free Hy3 for everyone.
We've partnered with @novita_labs for dedicated capacity! So the free @TencentHunyuan Hy3 lane on Peezy just got a lot deeper.
No card. No sub. Open the CLI and go.
gateway.p0.systems
p0 Systems retweeted
NEW FREE MODEL on P0!
Proud to bring @StepFun_ai 3.7 Flash model.
StepFun's flagship multimodal reasoning model, free for every user on P0 for limited time:
▸ 256K context
▸ native image + video understanding
▸ full tool calling
Live now in the Peezy CLI + gateway.
No card, no catch.
gateway.p0.systems
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
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
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.
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
p0 Systems retweeted
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
p0 Systems retweeted
写得超级好,很用心😭感谢分享我的故事
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。
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
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...
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
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)
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
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 $319K fully non-dilutive through grants, no equity sold
53:37 - How to gauge inference projects
p0 Systems retweeted
No words.
The formation just below is the Nous. Whether you compare it or simply look at it.
Extra f.. Bullish P0
how good is @P0Systems as a harness for opensource LLM models?
its the best in the world.
source: @OpenRouter #1 programming app
p0 Systems retweeted
solana:HmTi3CQfKfXWbn1tNoiAxH7GzMV7L3tDAmPWabZEBAGS on a Annual Recurring Revenue rate of 2M$
This is more than projects like $PYTH sitting at 300M$ MC
























