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。

AI 代币转售市场——即在二级平台上交易折扣 API 额度的市场——已成为一种由套利和区域需求驱动的复杂“灰色市场”经济。 **讨论要点:** * **市场驱动因素:** 转售商利用企业补贴(如初创企业赠送额度)、被盗账户和被盗信用卡牟利。在主要 AI 服务受限或无法访问的地区,用户对此类服务的需求巨大。 * **“数据采集”理论:** 许多专家怀疑,除了单纯的套利外,这些“转售商”代理服务还充当了中间人(MITM)。通过将请求路由至其系统,运营商有可能抓取并出售高质量的提示词/响应数据,用于训练竞争对手的 AI 模型。 * **安全与道德:** 使用此类服务具有很高的安全风险,包括数据窃取、潜在的提示词注入攻击,以及用户可能在不知情的情况下为低质量模型付费,却被误导认为正在使用高端模型(如 Claude)。 * **行业影响:** 虽然有些人认为这是数字商品市场的标准行为,但另一些人则将其视为定价模式不可持续的征兆,以及滋生欺诈的温床,这迫使一些公司收紧了对免费层级和试用额度的访问权限。
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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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