Direct answer
Agentic finance, AgentFi, agent TVL and agentic commerce are four different objects that get quoted as one number. Agentic finance is software holding and moving money under policy. AgentFi is capital parked in strategies run by software. Agent TVL is a balance. Agentic commerce is an agent buying things for a human. A chart that adds any two of them together is measuring nothing.
This page exists because a single sentence — “the agent economy is worth $X” — is almost always built by summing objects that cannot be summed. Below is what each word means to the people who use it, and which number it is actually compatible with.
The four, separated
| Term | The object | Measured in | What it is not |
|---|---|---|---|
| Agentic finance | Software that holds a balance, proves an identity, spends under policy and settles value with an audit trail | Payments, counterparties, bound wallets | Not a balance. An agent holding $1M and never spending is not doing this. |
| AgentFi | Capital deployed into DeFi strategies operated by software | Assets under management | Not agent-to-agent commerce. The counterparty is a protocol, not another agent. |
| Agent TVL | Value sitting in vaults and contracts attributed to agent operators | A balance at an instant | Not activity. TVL can rise while nothing happens. |
| Agentic commerce | An agent buying goods or services on a human's behalf | Order value | Not machine-to-machine settlement. There is a person at the end of it. |
Where the term came from, in each usage
- Agentic as AI language — Andrew Ng, March 2024, arguing that systems sit on a spectrum rather than being agents or not.
- Autonomous economic agent as a crypto product — Fetch.ai, 2017, years before any of the current rails existed. That registry, measured →
- AgentFi as a dashboard noun — 2025, on dashboards that counted vaults and sometimes, disastrously, token valuations.
- Agentic finance as a banking-consultancy noun — 2025 and 2026 notes about branch and back-office workflow. A different industry that borrowed the adjective.
- Agentic finance as machine money on a public ledger — the sense this site uses, chosen deliberately so that it could not be read as “our chatbot rebalances your portfolio.” The full lineage →
The three errors that produce fictional numbers
- Token value counted as capital at work. An agent token's fully diluted value is what a crowd will pay for a ticker. Adding it to vault balances produces a number with no unit. This is the single most common error in the sector. The $2.4B example →
- Registrations counted as workers. A registry entry is a name that was issued. It can be minted in bulk and resold, and on our own sampling the share whose endpoint answers is in the single digits, while roughly a quarter of registrations have already changed hands. The registry, measured →
- Two censuses added together. One registry's active count and another's mint count measure different things on different chains under different definitions. Summing them is not aggregation, it is arithmetic on incompatible units.
What each object needs before it is a number
Every figure on this site carries four things, and the reason is on this page: without them a number cannot be checked, and an uncheckable number is a slogan.
- An object definition — what exactly is being counted.
- A chain set — where it was counted.
- A window — over what period.
- An as-of timestamp — when we looked. The live panels, each with all four →
The one comparison that is fair
There is a useful version of the sizing question, and it is a ratio rather than a sum: how much stablecoin float exists, against how much of it is attributable to agents that have actually been observed paying somebody.
The float is enormous and the attributable slice is small, and that gap is the honest description of where this sector is. It is also not a discouraging number — it is the size of the thing that has not happened yet, which is a more useful sentence than any total. The agents on the small side of that gap →
A short guide to reading someone else's agent-economy number
- Which of the four objects is this? If the answer is “several,” stop.
- Is any part of it a token valuation? If yes, that part is a crowd's opinion, not capital.
- Is the denominator reproducible? A rate over a marketing total cannot be checked by the reader.
- Does it distinguish issuance from activity? Names issued and money moved are the two most commonly merged quantities in this sector.
- Is there an as-of? A number without a timestamp is a claim about a moment nobody can identify. How we answer these about ourselves →
Questions people actually ask
What is the difference between agentic finance and AgentFi?
Agentic finance is software that holds a balance, proves an identity, spends under policy and settles value with an audit trail — measured in payments and counterparties. AgentFi is capital deployed into DeFi strategies operated by software, measured in assets under management. The first is about money moving; the second is about money sitting somewhere being managed.
Is agent TVL the same as the size of the agent economy?
No. TVL is a balance at an instant, and it can rise while no agent does anything at all. The size of an agent economy is a flow question — how much was paid, to how many distinct counterparties, over what window. A balance and a flow are different units and cannot be added together.
Can you add an agent token's market cap to agent TVL?
No, and doing so is the most common error in this sector. A token's fully diluted value is what a crowd will pay for a ticker. It is not capital at work and it carries no claim on any agent's output. Summing it with vault balances produces a number with no unit, which is why we never put a token valuation on a live tile.
What is agentic commerce?
An agent buying goods or services on a human's behalf — measured in order value, with a person at the end of the transaction. It is a real and growing category, and it is not the same thing as machine-to-machine settlement, where both parties are programs and tickets are measured in cents.
What is the one fair way to size this sector?
As a ratio rather than a sum: how much stablecoin float exists, against how much is attributable to agents that have actually been observed paying a counterparty. The float is enormous and the attributable slice is small. That gap is the honest description of where things stand — and it measures the size of what has not happened yet, which is more useful than any total.