AIHOT 于 2026-08-16 收录了“谁在倒卖 AI 信用额度？揭秘 token 经纪商市场”这一公开动态。以下先呈现从来源页面抓取的正文，再给出 AIHOT 摘要与 TopoReduce 编辑解读。
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Who Are the Token Brokers? | Vectoral
threat-research llm-security
Who Are the Token Brokers?
August 10, 2026 · Matt Lenhard · 5 min read
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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.
The Direct Contact
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.
- Previous piece: An Inside Look at the Relay Market Powering Token Resellers and Fraud
- Credit marketplaces: AI Credits, AICreditMart
- Bulk-discount routers: CheapCredits (cheapcredits.ai), Tokvana, Neokens
- Direct outreach: email exchange with a broker offering $100k/day in spend
Share
Who Are the Token Brokers?
August 10, 2026 · Matt Lenhard · 5 min read
Share
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.
The Direct Contact
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.
- Previous piece: An Inside Look at the Relay Market Powering Token Resellers and Fraud
- Credit marketplaces: AI Credits, AICreditMart
- Bulk-discount routers: CheapCredits (cheapcredits.ai), Tokvana, Neokens
- Direct outreach: email exchange with a broker offering $100k/day in spend
Share
AIHOT 摘要
文章调查了新兴的“token 经纪商”群体，他们从初创公司低价收购未使用的 AI 信用额度再转售牟利。市场上已出现 AI Credits、AICreditMart 等信用交易平台，以及 CheapCredits、Tokvana 等声称通过“批量定价”提供折扣（如统一 40% 折扣）的路由器。作者估计相关平台和论坛上流通的信用额度达数千万美元，并预测随着企业加强成本管控，此类滥用行为将面临打击。
为什么值得关注
这份一手调查把 API 额度转售从论坛零散交易还原为有中间商和报价体系的市场，让持有未用额度的团队看到这类资产的折价变现空间和滥用风险。
工程化解读
从 TopoReduce 的工程视角看，这条信息属于“行业与趋势”主题。它的价值不只在于一个新产品或新观点本身，还在于说明 AI 系统正在如何影响模型接入、智能体协作、研发流程、基础设施和团队决策。实际采用前，应结合原文确认版本、适用范围、价格和运行条件。
- 发布时间：2026-08-16；AIHOT 分类：行业与趋势。
- AIHOT 标签：
- AIHOT 判断：这份一手调查把 API 额度转售从论坛零散交易还原为有中间商和报价体系的市场，让持有未用额度的团队看到这类资产的折价变现空间和滥用风险。
- AIHOT 评分：56；评分用于站内排序，不等同于独立评测结论。
TopoReduce 编辑观察
当 AI 动态进入真实生产环境，团队需要同时关注能力边界、数据来源、调用成本、权限控制和可回滚性。把单条新闻放回完整工程链路中阅读，比只看标题更有助于判断它是否适合自己的产品和工作流。