Bittensor subnets exposed as self-dealing pipelines with no external revenue
Forget outside clients. The real money in Bittensor came from subnets trading with themselves. Covenant, once held up as Bittensor's success story, ran three subnets-Templar, Basilica, and Grail. Each one paid the others with protocol-issued TAO tokens. Every internal transfer counted as 'revenue.' Not a single dollar came from an actual customer.
By September 2026, independent analysis estimated that 14 out of 24 Bittensor subnets were running token buyback programs funded by actual revenue, not just emissions.
Internal transactions drive ecosystem metrics
This loop was no accident. dTAO was built to push alpha-token activity, not real customer sales. The best move? Build a stack of subnets that only transact with each other. That way, both revenue numbers and emission shares go up. The more tangled the subnets, the more TAO they mined. No public proof has ever shown Covenant-or any subnet-bringing in outside revenue. There are stats, market caps, and training numbers. But not one published contract or invoice for a real-world sale.
Still, a crypto.news market review found that Bittensor subnet operators' outside revenue jumped from almost nothing to over $32 million in 18 months. The focus shifted to commercial deals and payments from real clients. So, while some subnets stuck to internal flows, others started landing real business.
The dTAO upgrade in February 2025 introduced a market-driven emission model, where each subnet received its own alpha-token and TAO/alpha pool, making emission shares dependent on the alpha price in TAO.
Tokenomics above outcomes
The test is clear. If any subnet can show signed contracts or invoices from real customers, the story falls apart. But after more than a year, no one has produced proof. Bittensor's growth comes from tokenomics, not results. The system rewards internal trades, not outside adoption. Until the protocol changes, whoever builds the most connected subnets that bill each other will keep winning the emissions race. It doesn't matter if no outside customer ever pays.
What does this show? The system looks decentralized, but it's really a closed loop. The numbers look big on paper. Without outside demand, it's just theater. In the end, TAO means Tokenomics Above Outcomes. The outcome? More tokenomics.
