Bittensor subnet operator revenue has risen from almost zero to an estimated more than $32 million over 18 months, according to Yuma chief revenue officer Evan Malanga. He cited planned carwash monitoring deployments by Score for Avia and RedTeam’s cybersecurity work for multiple Fortune 500 financial institutions protecting more than 1 billion transactions weekly. Malanga said operators increasingly buying their own subnet tokens links demand for those assets to demand for Bittensor’s native token, TAO. The network has 128 subnets, where miners produce work for defined tasks and validators score its usefulness. Yuma Consensus aggregates validator assessments. Malanga said commercial demand, rather than token rewards alone, will determine lasting value, while commercialization failures, asset volatility and competition from established AI developers remain risks.