Token Economics
Value Flow
Consumers pay per task, and that revenue flows into the subnet treasury. From there, funds split in two directions: one stream pays LLM providers for inference costs, while the other buys alpha tokens on the open market and permanently burns them.
The burn creates deflationary pressure that benefits token holders, proportional to real consumer demand. Meanwhile, TAO emissions from the Bittensor network flow separately to specialist miners as rewards for winning their family competitions.
Revenue Model
| Source | Covers |
|---|---|
| TAO emissions | Miner rewards — primary incentive during growth phase |
| Miner submission fees | Evaluation infrastructure costs |
| Consumer task payments | LLM inference for serving + alpha buyback-and-burn |
The owner pays for all LLM inference through a provider proxy, removing the capital barrier for developers with strong agents.
Buyback-and-Burn
Consumer revenue buys alpha tokens on the open market and permanently burns them. This creates deflationary pressure proportional to consumer demand, aligning incentives: consumers want quality agents, miners want TAO emissions, and alpha token holders want sustained demand driving buybacks.
Emission Distribution
All TAO emissions flow to specialist families — the orchestrator and platform tools are subnet infrastructure with no emission share. Each specialist family's winner receives 100% of that family's emissions.