$TAO · Bittensor

01Liquidity: High

$TAO is mostly a CEX-listed token (Binance, Coinbase, Kraken, KuCoin). It runs on its own dedicated chain, so there is no main DEX pool. Trading happens primarily on centralized exchanges.

02Overview

(”the ai version of bitcoin”) Bittensor ($TAO) takes Bitcoin's mining idea and makes it programmable. Bitcoin pays miners for solving math puzzles that only secure the network. Bittensor pays miners for producing useful AI work instead. The team calls it Proof of Useful Work: rather than mining for hashes, you mine for intelligence. Anyone in the world can run an AI model and submit answers, other independent operators ("validators") score whose answers are best, and the highest scorers earn $TAO. TAO copies Bitcoin's money design on purpose: a hard cap of 21 million coins, with about 11 million issued so far (roughly 9.6 million circulating once you subtract coins the network has recycled or burned) and halving events that cut new issuance in half. The first halving hit on December 12, 2025, cutting new supply from 7,200 to 3,600 TAO per day. At today's price near $193 that is still about $696,000 of brand-new TAO minted every day, roughly $254M per year, and that issuance is the single most important number in the whole TAO story: it is what pays all the miners and validators, and it is also the new supply the market has to absorb. In Bitcoin terms, the network sits at roughly its 2013 point on the supply curve. The network is split into 127 active subnets (the chain caps slots at 128), which work like neighborhoods. Each subnet runs its own competition to mine a different AI product (language models, image generation, financial prediction, and more), and each subnet has its own token with its own 21 million cap. To get a subnet's token you either mine it or stake TAO to obtain it, so there is a direct economic connection between TAO and every subnet, something Ethereum and Solana do not have between their gas coin and the tokens built on top of them. Because of that link, holding TAO is a bit like holding an S&P 500 of all the subnets, while picking the right single subnet can do far better. The largest subnet token (Chutes, the network's AI inference engine) is worth about $88M, the second largest about $59M, and it falls off quickly from there (live from taostats, July 30, 2026).

What $TAO does: AI workers ("miners") and judges ("validators") earn TAO for producing and scoring high-quality AI outputs across the network's 127 subnets, and to get into any specific subnet you stake TAO, which swaps it into that subnet's pool. TAO pays holders no revenue share and burns no fees today; the value accrual story is Bitcoin-style scarcity (hard cap plus halvings) combined with the fact that TAO must be bought and locked up to take part in any subnet, so more subnet activity means more TAO demand.

03Exclusivity Factor

• Ease of Use:

The underlying TAO chain is the back-end infrastructure. Actual everyday use depends on whichever subnet you want to interact with, since each subnet builds its own website and tools. Navigating the TAO ecosystem itself isn't too complicated, but it does involve a few extra steps like creating a separate wallet (the supported one is called Talisman) and sending funds over to it. Site to explore live subnets: tao.app/explorer.

• Hair-on-Fire:

There's real demand for open-source, cheaper, decentralized alternatives to OpenAI, Anthropic, and Google's AI APIs. Bittensor is the most well-funded and widely-recognized version of this idea in crypto, with working subnets shipping models used in production: Chutes (subnet 64) serves AI models to paying users, and Targon (subnet 4) sells hardware-secured AI compute to enterprises. TaoWeave (a publicly-traded TAO treasury company, similar in shape to MicroStrategy's BTC strategy) reported $1.7M in Q1 2026 net income driven by $2.2M in unrealized gains on TAO holdings, meaning institutional capital is flowing in via public-market vehicles.

• Exclusivity Factor:

Bittensor is the largest decentralized AI network in crypto by liquidity, market cap, and public visibility, and was the first project to ship the "decentralized AI marketplace" concept at scale. The "Dynamic TAO" (dTAO) upgrade, live since February 13, 2025, restructured the whole economy: every subnet issues its own token (an "alpha" token, each capped at 21M like TAO), and each subnet runs an on-chain automated market-maker pool holding two reserves: TAO on one side and that subnet's own token on the other. To get a subnet's token you swap TAO into its pool, so your TAO joins the pool's TAO reserve and you receive the subnet token; the token's price is simply how much TAO sits in the pool divided by how many tokens are in it. To exit, you swap back to TAO at whatever the pool price is then, so you can get back more or fewer TAO than you put in. Because the only ways to get a subnet's token are to mine it or to stake TAO, real TAO gets locked into these pools as subnets grow, and there is a direct economic link between TAO and every subnet that Ethereum's and Solana's gas tokens do NOT have with the tokens built on top of them. Where dTAO actually stands a year and a half in (taostats, July 30, 2026): 7.45M TAO is staked in total, split 69.75% still on the "root" network (5.61M TAO, the classic stake-TAO-earn-TAO position) versus 30.25% swapped into subnet pools (2.44M TAO, about $472M). So the subnet economy has pulled in real TAO, but most staked capital still sits on root rather than in individual subnet bets. Since fall 2025, root stakers' rewards actually arrive as subnet tokens under a feature called Root Claim, and the default mode auto-swaps them back to TAO; that constant automatic selling of subnet tokens by root stakers is a known drag on subnet prices, and a proposal called "Root Reborn" (June 16, 2026, still being debated) would redirect root capital into held subnet positions instead. Subnet slots are essentially full at 127 of 128; registering a new subnet costs around 1,500 TAO and force-removes the lowest-performing subnet, whose holders get paid out in whatever TAO remains in its pool. Multiple competitors exist (Ritual, Akash, io.net) but none have TAO's combination of scale, listings, and treasury-company backing.

04Narrative Scoring

05Team

Bittensor was founded as an open-research project with multiple contributors; the founders' Bittensor work itself is excluded from these scores per the framework's "past metrics only" rule.

Founder: Jacob Robert Steeves

Previously software engineer at Google (a Fortune Global 500 company with ~$350B in annual revenue and ~180,000 employees); machine-learning researcher at Knowm; helped organize DogeCon (a Dogecoin community conference); BSc in Mathematics and Computer Science. In June 2025, Steeves separately founded Affine (a subnet on Bittensor), adding to his ongoing TAO contributions.

linkedin.com "Google" "Affine" "Machine Learning"

affine.io ↗

Co-founder: Ahsaan Abana

Previously a software engineer at VMware (a major enterprise software company with ~$13.6B in annual revenue before its 2023 acquisition by Broadcom for $69B); then senior software engineer at Instacart (a grocery-delivery company that went public on NASDAQ in 2023 at a ~$10B valuation and serves millions of US households); then a machine-learning researcher at FOR.AI; now also a professor at the University of Toronto (consistently ranked among the top 25 universities in the world by QS).

linkedin.com "University of Toronto" "VMware" "Instacart"

06Want to Know More?

For more technical detail, see the Bittensor official documentation:

(Bittensor Whitepaper)

(Other Official Bittensor Docs)

(taostats, live subnet, staking, and emission data)

(Grayscale Research: Bittensor on the Eve of the First Halving)

Extra

Refreshed July 30, 2026. Live numbers: $193 per TAO, $1.86B market cap, $94M 24h volume (CoinGecko).

The issuance math (the dominant variable in the TAO story):

• Emission today: 0.5 TAO per block, 3,600 TAO per day. In USD at the current price: about $696K of new TAO per day, roughly $254M per year.
• First halving: December 12, 2025, triggered when total issuance reached 10.5M TAO (not by a calendar date); daily emission cut from 7,200 to 3,600 TAO.
• Next halving triggers at 15.75M TAO issued. At the current pace that is a few years out, roughly 2029 (our calculation from the supply thresholds; recycled registration fees slow it further).
• The honest read on value capture: independent analysis (Pine Analytics, via reporting in March 2026) could verify only $3M to $15M of external revenue across the entire network, against roughly $254M/yr of issuance. Chutes, the flagship subnet, claims much higher annualized revenue, but the independently verified portion was $1.3M to $2.4M, while its emission subsidy runs about $52M annualized. As of today, TAO's price rests on Bitcoin-style scarcity plus staking demand, not on the network's outside cash flow. The bull case is that real subnet revenue (Chutes' paid inference, Targon's enterprise compute) grows into the issuance over time.

finance.yahoo.com ↗crypto.news ↗

dTAO, a year and a half in (all figures taostats, July 30, 2026):

• 7.45M TAO staked in total: 69.75% on root (5.61M TAO) vs 30.25% in subnet pools (2.44M TAO, about $472M). Root is still where most staked capital lives.
• Root Claim (live since fall 2025): root staking rewards accrue as subnet tokens and auto-convert to TAO by default. That auto-selling is a structural source of sell pressure on subnet token prices.
• June 22, 2026: OpenTensor blocked emissions to 57 inactive or exploitative subnets, redirecting roughly a third of all network emissions toward subnets shipping real work, and moved emission allocation back to a price-based model.
• June 16, 2026: the "Root Reborn" proposal (debated, not adopted) would deploy root emissions into validator-picked baskets of subnet tokens instead of auto-liquidating them.
• April 2026: the founder of the Covenant AI subnet publicly quit, accusing the core team of unilateral control over emissions (per the A Bittensor Journey newsletter, June 2026). A reminder that OpenTensor can and does change the network's economic rules centrally.
• Subnet registration cost has risen to roughly 1,500 TAO per slot.