The KVR economy
How consumer cost and node reward form one self-reinforcing loop — the virtuous cycle that lets the network grow cheaper as it grows larger.
Kvasir is a two-sided market settled in one token. Consumers pay KVR per inference into the treasury; nodes earn KVR for the exact work they served, paid back out to their own wallets. The design goal is that these two sides don't compete — they compound: more supply makes the network cheaper and better, which pulls in more demand, whose payments fund richer rewards, which pulls in more supply.
Usage and supply grow together
Because inference must be paid in KVR, every unit of usage is real demand for the token — utility, not speculation. That demand supports the value of the KVR that nodes earn, which keeps contributing attractive, which grows capacity, which lowers price and latency, which attracts more usage. Kvasir's sharpest advantage turns the loop tighter still: a participant can be consumer and supplier at once (a *prosumer*), so the two sides often grow inside the same people.
"Free when you contribute" is net-free, not zero-cost. You pay for what you infer and earn for what you serve; contribute roughly as much as you consume and the two cancel. The network isn't free — *your* bill is.
Three invariants, and the spirals they prevent
| Invariant | Spiral it prevents |
|---|---|
| Rewards funded by real revenue (emission only to bootstrap, then taper) | Inflation erodes KVR until both sides collapse |
| KVR is the mandatory medium for inference | Token value decouples from usage into pure speculation |
| Price floats between a cost floor and a below-market ceiling | Too-low starves nodes; too-high loses users to centralized APIs |
Kvasir already rewards real work (KVR per tokens served × layer share, not mere presence) and settles non-custodially, which is the hard part of making revenue-funded rewards honest. The rest — a utilization-driven price and an emission→revenue taper — is the economic roadmap that turns "more nodes → cheaper" from an intuition into a rule the protocol enforces. The Inference pricing entry covers the price side; Contribution units covers how work becomes reward.