You’re tracking exactly where this goes, and the futures market analogy is the right one.
On the $1,920 scenario — yes, and the key insight is that the token’s market price isn’t just “face value of unused compute.” It prices in future demand for inference. If the market expects compute demand to rise (more AI agents, more enterprise adoption, more entertainment use cases consuming tokens), the token trades above the nominal compute value today. That’s the futures premium. Users aren’t just saving unused compute — they’re holding a position on the growth of AI usage. That’s a much more compelling reason to stay subscribed than “I might need it later.”
The FASB/tax point is sharp, and I’d argue it’s actually a feature rather than a complication. The moment compute tokens get capital gains treatment, they’re legitimized as an asset class by the regulatory framework itself. That’s the thing every crypto project has been trying to achieve and mostly failing at — regulatory recognition that this isn’t play money. A compute token backed by redeemable inference from a pre-IPO company with $25B in revenue? The IRS would want to tax that. And the $3K annual write-down on losses gives retail users a familiar risk framework — same as stocks, same as any other investment they already understand.
Your question about risk profiles is where this gets really interesting. You’re right that subscription users are not traditional investors. But that’s the point — they don’t need to be. The risk exposure is naturally capped: worst case, your tokens go to zero and you’ve “lost” compute you weren’t going to use anyway. You already paid the subscription for the primary service. The token upside is a free option attached to a product you’re already consuming. That’s a fundamentally different risk profile from someone buying crypto on an exchange with money they could’ve put in an index fund. The user’s downside is capped at breakage they would have lost regardless; the upside is unbounded. That asymmetry is what makes it work for a mass consumer base rather than just for sophisticated investors.
The “efficient markets ECON 101” framing is fair — but I’d push back slightly. This isn’t just another market for an existing commodity. It’s creating a market for something that currently doesn’t trade at all. Unused subscription compute today has a market price of exactly zero — it expires silently. Giving it a nonzero price is the paradigm shift. Everything after that (futures dynamics, tax treatment, risk pricing) is just the market doing what markets do once an asset exists.
There’s actually already a primitive version of this in the wild. Xiaomi’s MiMo Token Plan — an AI API subscription — credits unused compute from the current period against your renewal price. Users have reported renewal costs showing as negative numbers because their unused balance exceeded the next month’s fee (the platform doesn’t refund cash, but renewal drops to ¥0.01). It’s a closed-loop, non-transferable, platform-internal version of exactly this idea — the platform is acknowledging that unused compute has residual value and letting users recapture it, just only through renewal.
The jump from “credit against renewal” to “tradeable token” is a big one, but the underlying economic admission is the same: unused subscription compute is not worthless. MiMo is pricing it internally. The proposal here is to let a market price it externally.