人工智能算力转售经济
The AI Credit Resale Economy

原始链接: https://vectoral.com/blog/who-are-the-token-brokers

在本文中,马特·伦哈德(Matt Lenhard)探讨了新兴的“代币经纪”市场。在该市场中,初创公司未使用的AI推理额度正以大幅折扣(通常为原价的 30%–80%)被转售。 伦哈德指出,这种最初仅限于初创公司间非正式的额度交换,现已演变成一种商业化、组织化的产业。他列举了几个专门的交易平台,如 AI Credits、AICreditMart 和 CheapCredits,这些平台通常以“批量定价”为幌子来掩盖供应来源。除了这些平台外,一个活跃的二级市场也在 Telegram 频道和各类初创公司论坛中蓬勃发展。 调查显示,这些额度的供应量巨大,潜在价值高达数千万美元。伦哈德警告称,随着 AI 代币日益具备“伪货币”属性,这种流动性带来了严重的安全性风险和滥用隐患。他总结认为,随着企业成本意识的增强并察觉到此类活动,各大服务提供商很可能会开始打击这些未经授权的转售市场。

近期的一则 Hacker News 讨论探讨了“AI 额度转售经济”,即一些平台通过整合来自各类非法或灰色市场的额度,提供超低价的 API 调用服务。 评论者指出,这些提供商的额度很可能通过多种可疑途径获取,包括信用卡盗刷、企业凭证泄露、滥用免费试用以及利用演示账号等。还有观点推测,参与者可能正在通过转售所分配的资源,将各类初创企业补助金(例如曾经由 YC Startup School 提供的资助)“洗”成现金。 用户普遍认为,该生态系统实质上是一个成熟的黑市,通过违反主要 AI 服务商的服务条款,从高端模型的补贴或未经授权的访问中牟利。
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原文

threat-research llm-security

Matt Lenhard 5 min read

Where This Started

This is a follow-up article to a piece I recently wrote about the token relay market. Noticeably absent from that piece was a mention of the rise of “token brokers” — people who buy unused credits from startups and then resell them.

I first heard about token brokers while chatting with a good friend of mine who was receiving offers for Anthropic tokens at steep discounts.

It wasn’t just him, though. As I started talking to more founders about what I was building, they said the same thing: they were getting a lot of inbound email from people looking to buy or sell off-market inference.

Startups swapping credits is nothing new, and I knew this was happening in several startup forums and groups, but this was when I realized that the market was being commercialized.

So I did what any normal person would do. I got the brokers’ email addresses and started emailing them to learn more.

Before my own outreach, it’s worth seeing what founders are actually receiving. Both of these were forwarded to me by friends.

Forwarded by a founder · inbound pitch
Forwarded by a founder · direct relays, 40–50% off list

I started by sourcing a few email addresses from friends. The first two emails I sent bounced, but the third was a hit. Here’s a screenshot of that conversation:

Direct outreach · the thread moved from email to chat

What’s interesting is the amount of supply. The seller was offering $100k in spend per day.

They aren’t handing out the provider keys directly; instead, they act as a proxy that probably picks from a pool of keys and forwards the request.

The Listings

Credit Marketplaces

There are a few websites promoting credit brokering as well. One of them, AI Credits, bills itself as a credit marketplace. For another flavor of the pure-play credit reseller marketplaces, take a look at AICreditMart.

These sites offer credits at most of the major cloud and inference providers.

AI Credits · seller listings, 30–80% off

AI Credits’ onboarding process is pretty straightforward, and you can even select your preferred delivery method as the seller.

AI Credits · sell credits, step 1 of 3

I went ahead and listed my credits, which are still pending approval.

AI Credits · my listings, pending approval

Bulk Discounts

Another site that I found through a friend was CheapCredits. This site positions itself as a router that is able to achieve its discounts through “bulk pricing.”

I noticed that this was a trend with a number of sites that I believe are acting as credit brokers. They present themselves as being able to offer discounts based on bulk purchases. Some other examples include Tokvana and Neokens.

CheapCredits · a flat 40% off list, every model

Having spent time in the industry, I’d say that a 40% discount is very unlikely unless you are one of the provider’s top customers. My hunch is that CheapCredits is acquiring the supply in other ways.

CheapCredits even has a Data Processing Agreement for anyone looking to stay GDPR compliant.

CheapCredits · data processing agreement

The Message Boards

I checked where you’d expect to find underground marketplaces.

Telegram had a few channels, with one being relatively active.

Telegram · searching for 'ai credits'

There are also sporadic Reddit posts.

r/saasforsale · credits from YC Startup School
r/indiehackers · $10k in API credits, discounted

If you’ve been hanging out in any of the closed-off startup groups, I’m sure you’ve seen a number of these posts as well.

So How Big Is This Market?

My rough estimate is that, across the sites, forums, and resellers I looked at, there are probably tens of millions of these credits being offered.

Unfortunately, when you try to offer nice things, abuse isn’t far behind. Tokens have become a pseudo-currency, and there is enough liquidity in the market to allow for a lot of abuse. As we see the market turn and companies become more aware of costs, crackdowns on this type of abuse probably aren’t far behind.

Sources

Company and site names below are as they present themselves publicly. Screenshots are from my own outreach and from browsing the sites as a prospective buyer and seller.

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