An independent guide to TAO / October 2026

What is Bittensor?

Bittensor is an open network that pays people in a cryptocurrency called TAO for producing useful AI services, and uses dozens of competing marketplaces called subnets to decide whose work is best.

Start in 60 seconds Run the subnet simulation

Token TAOMax supply 21,000,000Launched 2021Chain Subtensor

TAO price

24h change

Market cap

Circulating supply

7-day trend

Fetching live dataSource: CoinGecko public API. Figures are informational only.

01 / Bittensor in 60 seconds

A market where machines compete to be useful.

Bitcoin pays computers to secure a ledger. Bittensor borrows that idea and points it at something else: it pays computers to do AI work, then lets an open market judge the results.

There is no single "Bittensor AI". The network is a blockchain that keeps score and hands out rewards. The actual work happens in subnets, each of which is its own contest with its own rules: one rents out GPUs, another serves AI models, another hunts for drug candidates, another detects deepfakes.

Everything on this page is educational. It is not a recommendation to buy, sell or stake anything.

A subnet sets a taskEach subnet owner writes the rules for one kind of digital work, such as running AI models or forecasting prices.
Miners do the workMiners are computers (and the people who run them) that compete to produce the best output for that task.
Validators grade itValidators test the miners and publish scores to the blockchain. Their influence depends on how much stake backs them.
The chain pays outAn algorithm called Yuma Consensus combines the scores and splits newly created tokens between miners, validators, stakers and the subnet owner.
Holders steer the flowAnyone holding TAO can stake it into the subnets they believe in, which helps decide where future rewards go.
Supply is cappedOnly 21 million TAO will ever exist, released on a halving schedule modelled on Bitcoin's.

02 / Origins

From a Bitcoin-inspired idea to a live network.

Bittensor's best-known founder is Jacob Steeves, an engineer who previously worked at Google and who is known online as "Const". He has said that studying Bitcoin's incentives in the mid-2010s led him to ask whether the same design could reward machine intelligence instead of hashing. In 2019 he was joined by Ala Shaabana, a computer scientist with a PhD from McMaster University, and the project was incubated with support from the crypto investment firm Polychain Capital.

The ideas were set out in a whitepaper titled "Bittensor: A Peer-to-Peer Intelligence Market". The paper is credited to Yuma Rao, a pseudonym. Nobody has publicly confirmed who Yuma Rao is, in the same way that Bitcoin's Satoshi Nakamoto has never been identified. The name lives on in Yuma Consensus, the algorithm at the heart of the network.

The founders set up the Opentensor Foundation to build and steward the software. The first version of the network, codenamed Kusanagi, went live in January 2021. It was halted a few months later to fix consensus problems and relaunched as Nakamoto in November 2021. In March 2023 the chain migrated to Finney, the network that still runs today.

The "fair launch"

No pre-mine, no token sale

Bittensor did not hold an ICO and did not set aside a block of tokens for founders or investors. Like Bitcoin, the only way to obtain TAO at the start was to earn it by taking part in the network. Early backers, including venture firms, got their holdings by mining and validating, or by buying from people who did.

That does not mean ownership is evenly spread. Early participants faced little competition and accumulated a great deal, which is one of the criticisms covered in the risks section.

Why "Bittensor"?

Bit + tensor

A tensor is the multi-dimensional array of numbers that neural networks are built from. The name signals the ambition: Bitcoin's economic model, applied to machine learning. The token symbol TAO is written with the Greek letter tau (τ).

Three networks

Kusanagi, Nakamoto, Finney

The codenames nod to Motoko Kusanagi of the anime Ghost in the Shell, Bitcoin's creator Satoshi Nakamoto, and Hal Finney, who received the first Bitcoin transaction.

03 / Timeline

2019 to 2026, year by year.

Select a year. Use the left and right arrow keys to move between them.

2019: The idea takes shape

2015 onJacob Steeves begins exploring how Bitcoin-style incentives could reward machine learning.
2019Steeves and Ala Shaabana start working on Bittensor together; Polychain Capital incubates the project.
2019 to 2020The whitepaper, credited to the pseudonymous Yuma Rao, describes a peer-to-peer market for machine intelligence.

2021: Launch

JanuaryThe first network, Kusanagi, goes live with no pre-mine and no token sale. The first TAO are mined.
Mid-yearKusanagi is halted to fix consensus problems.
NovemberThe network relaunches as Nakamoto.
2021Digital Currency Group makes its first investment in the ecosystem.

2022: Quiet building

All yearThe network runs a single task: language models querying and ranking one another. TAO is hard to obtain and trades mostly on smaller venues.
NovemberChatGPT launches and public interest in AI surges, drawing new attention to crypto projects linked to AI.

2023: Finney and the first subnets

MarchThe chain migrates to Finney, the network still in use today.
OctoberThe "Revolution" upgrade lets anyone register a subnet with its own incentive mechanism. Bittensor becomes a network of many markets.

2024: Growth and a hard lesson

AprilBinance lists TAO, widening access considerably.
2 JulyAttackers use a malicious software package to steal keys and drain about 32,000 TAO. Validators halt the chain in "safe mode" while the code is reviewed.
Late 2024EVM compatibility brings Ethereum-style smart contracts to Bittensor.
NovemberDCG launches Yuma, a subsidiary led by Barry Silbert and dedicated to building on Bittensor.

2025: Dynamic TAO and the first halving

FebruaryDynamic TAO goes live. Every subnet gets its own alpha token and liquidity pool. Coinbase lists TAO the same month.
SeptemberDeregistration returns: when all 128 slots are full, the weakest subnet can be removed.
OctoberYuma Asset Management launches subnet-token funds; a staked TAO ETP lists on the SIX Swiss Exchange.
November"TAO flow" ties each subnet's emissions to net staking inflows instead of token price.
DecemberFirst halving: the block reward falls from 1 TAO to 0.5 TAO. Grayscale files to turn its Bittensor trust into an exchange-traded product.

2026: Governance under pressure

FebruaryThe Opentensor Foundation announces it is relinquishing control; the chief executive role is removed.
AprilCore code repositories move to Latent. Days later Covenant AI quits the network with public accusations of centralised control, and TAO falls sharply.
MayConviction locks for subnet owners reach mainnet; an emissions refactor concentrates rewards on fewer subnets.
JuneEmissions are halted for dozens of inactive subnets. An 18-month decentralisation roadmap is published. Kraken adds seven subnet tokens to its listing roadmap.
August"Root Reborn" changes how root staking yield is paid, with validator curation switched off at launch.
OctoberGrayscale's ETF conversion remains pending; the trust adds Coinbase as a second custodian.

04 / How it works

A blockchain that keeps score.

Bittensor has two layers. At the bottom is Subtensor, a proof-of-stake blockchain built with the Substrate framework (the same toolkit used by Polkadot). It produces a block roughly every 12 seconds, records who holds what, and runs the reward logic. Since late 2024 it has also supported Ethereum-style smart contracts through an EVM layer.

On top sit the subnets. The heavy AI computation never touches the chain. Miners run models and hardware off-chain; only the scores and the resulting payments are recorded on-chain.

Role 01

Miners

Produce the commodity the subnet asks for: answers, compute, predictions, storage. Paid according to how well they score.

Role 02

Validators

Test miners and submit a list of scores, called weights. Earn more when their judgments match the consensus.

Role 03

Subnet owners

Design the incentive mechanism: the task, the test and the scoring code. Receive 18% of their subnet's emissions.

Role 04

Stakers

Back validators with TAO or subnet tokens and share in the rewards. Their stake gives validators their voting weight.

Yuma Consensus, in plain English

Imagine a panel of judges at a competition. Each judge scores every contestant. To stop one biased judge from handing a friend the prize, the panel looks at where the stake-weighted majority of judges landed for each contestant and clips any score above that level. The contestant's final mark is built from the clipped scores.

That is Yuma Consensus. Validators are the judges, miners are the contestants, and a judge's voting power depends on the stake behind them. Validators who score in line with the eventual consensus build up "bonds" in the miners they spotted early and earn more. Validators who score wildly out of line earn less.

The process repeats every tempo, which is 360 blocks or about 72 minutes by default. At the end of each tempo the subnet's newly created tokens are divided: 18% to the subnet owner, 41% to miners and 41% to validators and the people staking with them.

What counts as "good work" is not decided by the blockchain. Each subnet owner writes that definition into the subnet's incentive mechanism. A well-designed mechanism rewards real quality; a poorly designed one gets gamed. Much of Bittensor's history is a story of subnets learning that lesson.

subnet_simulator // illustrativetempo 0

Miners

consensus scoreshare of miner pay

Validators

Each tempo's split

1841 miners41 val.

Owner0

Your miner's quality Validator C colludes with miner M6

Press "Run a tempo". Six miners answer the task, three validators score them, and 100 tokens are split according to the consensus.

A teaching model, not the real algorithm. Try dragging your miner's quality up, or tick the collusion box and watch consensus clip validator C's inflated score and cut that validator's pay.

05 / Subnets

One network, many contests.

A subnet is a self-contained competition for one kind of digital commodity. Subnets were opened to outside teams in October 2023; before that the network ran a single task. Each subnet has a number (its netuid), an owner, a limited set of miner and validator slots, and since 2025 its own token.

Launching a subnet means paying a registration cost in TAO that rises and falls with demand. The number of slots is capped. For most of 2025 and 2026 that cap was 128, and when the network is full the weakest subnet by token price can be deregistered to make room, after an immunity period for newcomers. An increase toward 256 slots has been proposed and reported during 2026, though public directories still listed about 128 active subnets in October 2026.

Subnet 0, known as Root, is special. It has no miners. It is where TAO holders stake for network-wide exposure rather than betting on a single subnet.

Subnets are not permanent. Teams rebrand, sell, pivot or leave, and a netuid can be reused by an entirely different project. Treat the directory below as a snapshot from October 2026 and check a live explorer before relying on it.

Directory of notable subnets

Filter by category. Descriptions are written in plain English from public documentation and independent subnet directories. Inclusion is not an endorsement.

Root

SN0

Not a contest at all. Root is where TAO holders stake for network-wide exposure, and it has no miners.

Core · Protocol

Chutes

SN64

A serverless platform for running open AI models. Developers call a model through an API and miners' GPUs do the work. One of the largest subnets by usage.

Compute & inference · Built by Rayon Labs

Targon

SN4

Confidential computing: AI workloads run inside hardware-secured enclaves so the machine's operator cannot see the data.

Compute & inference · Manifold Labs

Lium

SN51

A marketplace for renting GPUs directly from their owners, with checks that the hardware is what it claims to be.

Compute & inference · Formerly Celium

KubeTEE

SN90

Confidential AI services run on GPU clusters inside trusted execution environments.

Compute & inference

ComputeHorde

SN12

Supplies compute jobs to Bittensor validators and other subnets, so they do not have to rent cloud hardware.

Compute & inference

DSperse

SN2

Uses zero-knowledge proofs to show that an AI answer really came from the model it claims to have come from.

Compute & inference · Inference Labs

Affine

SN120

An open competition to produce better reasoning models, scored across reinforcement-learning environments.

Training · Associated with Jacob Steeves

Teutonic

SN3

Collaborative pre-training of large language models, run as a king-of-the-hill contest. The slot was previously Templar, which left with Covenant AI in April 2026.

Training · New operator since 2026

IOTA

SN9

Trains language models across many ordinary internet-connected GPUs instead of one data centre.

Training · Macrocosmos

Gradients

SN56

Fine-tuning as a service: miners compete to customise a model on your data with the best result.

Training · Rayon Labs

Hone

SN5

A sandboxed benchmark that pushes miners to solve abstract reasoning puzzles (ARC-AGI-2).

Training · Latent

Ridges

SN62

A tournament for autonomous software-engineering agents, scored on real coding tasks.

Agents & code

Apex

SN1

The oldest subnet. Now a rotating set of competitions where miners submit algorithms and agents.

Agents & code · Macrocosmos

ORO

SN15

A public arena where AI shopping agents compete on e-commerce tasks.

Agents & code

Data Universe

SN13

Pays miners to collect fresh public data from social platforms into a large open dataset.

Data & search · Macrocosmos

Desearch

SN22

An open marketplace for live web and social search results that AI applications can query.

Data & search

ReadyAI

SN33

Turns raw text into structured, labelled data using competing language-model miners.

Data & search

Score

SN44

Computer vision that turns video, starting with football matches, into structured analytics.

Media & vision

BitMind

SN34

Detects whether images and video are real or AI-generated. Miners compete to spot deepfakes.

Media & vision

404-GEN

SN17

Generates 3D assets on demand for games and augmented or virtual reality.

Media & vision

Vidaio

SN85

Miners compete to upscale and compress video.

Media & vision

Vanta

SN8

A decentralised proprietary-trading contest. Miners submit trading signals and are scored on risk-adjusted returns.

Prediction & finance · Taoshi

Synth

SN50

Miners forecast the full range of likely price paths for assets, not just a single number.

Prediction & finance

Almanac

SN41

Sports predictions scored against real prediction-market positions. Formerly Sportstensor.

Prediction & finance

Numinous

SN6

A competition between forecasting agents that predict real-world events.

Prediction & finance · Yuma

Zeus

SN18

Competing machine-learning models that forecast weather and other environmental variables.

Science

NOVA

SN68

A drug-discovery contest: miners search huge chemical libraries for molecules likely to bind to a target.

Science · Metanova Labs

Minos

SN107

Crowdsourced benchmarking of software pipelines that detect variants in DNA sequencing data.

Science

Hippius

SN75

Decentralised cloud storage compatible with the widely used S3 interface. Its token was the first subnet token on a centralised exchange.

Storage & infra

OpenRoboto

SN80

An open competition to improve vision-language-action models that control robots.

Robotics

Swarm

SN124

An incentive-driven benchmark for autonomous drone flight.

Robotics

06 / Tokenomics

Twenty-one million, released by halving.

TAO copies Bitcoin's headline numbers on purpose: a hard cap of 21 million and a reward that halves over time. The detail of when it halves is different.

21,000,000Maximum TAO

0.5 τNew TAO per block since Dec 2025

~3,600New TAO per day

~12 sBlock time

From launch, the chain created 1 TAO per block, or about 7,200 a day. In mid-December 2025 the first halving cut that to 0.5 TAO per block, about 3,600 a day.

Bitcoin halves every 210,000 blocks. Bittensor instead halves when total issuance crosses set thresholds: half the supply (10.5 million), then three quarters (15.75 million), and so on. If nothing else happened this would work out at roughly four years between halvings.

Something else does happen. Fees for registering miners and subnets are recycled: the TAO is handed back to the pool of tokens yet to be issued. Recycling lowers the issuance count, which pushes later halvings further into the future. So the dates of future halvings are estimates, not fixed appointments.

There was no allocation to a team, foundation or investors at genesis. Every TAO in existence was created as a block reward. New TAO does not go straight to miners any more; since 2025 it is injected into subnet liquidity pools, and participants are paid in subnet tokens. The next two sections explain that.

Block reward by halving era // select an era

Progress toward 21M: waiting for live data

07 / Dynamic TAO

Every subnet gets its own token.

Until early 2025, a small group of large validators on the root network voted on how much TAO each subnet received. Critics said this concentrated power and invited favouritism. In February 2025 the network replaced it with Dynamic TAO, usually shortened to dTAO.

Under dTAO every subnet has its own token, generically called an alpha token. Each subnet also has a liquidity pool holding two things: TAO and that subnet's alpha. The ratio between them is the alpha token's price. There is no order book and no company setting prices; an automated market maker does it with a formula.

When you stake TAO into a subnet, you are swapping it for alpha through that pool. Your TAO goes in, alpha comes out, and the price of alpha moves up. Unstaking is the reverse. Because it is a swap, the value of your position rises and falls with the alpha price, and large trades move the price against you (slippage). Each alpha token has its own 21 million cap and its own halving curve.

Who gets the emissions?

The market now decides how new TAO is shared between subnets, but the formula has been rewritten more than once:

February 2025: a subnet's share followed the price of its alpha token.
November 2025: "TAO flow" replaced price. Shares followed net staking inflows, smoothed over time, and subnets with net outflows received nothing.
2026: further overhauls. The current documentation describes shares based on a smoothed alpha price, reduced for subnets that burn their miner rewards, plus an "emission gate" that concentrates rewards on roughly the top 32 subnets. In June 2026 emissions were also switched off for dozens of subnets judged inactive.

Expect this to keep changing. The direction has been consistent, though: fewer rewards for idle subnets, more for those attracting real demand.

Alpha pool demo // made-up numbers

This pool starts with 10,000 TAO and 100,000 alpha. Drag to stake TAO and see what the pool gives back.

TAO you stake: 100

Pool: TAO / alpha

Alpha received0

New alpha price0

Slippage0

The bigger your stake relative to the pool, the worse your average price. That is slippage, and it applies again when you unstake.

Why it matters

Staking became investing

Before dTAO, staking was a fairly uniform yield. After it, staking into a subnet is a judgment about that subnet's future. Alpha tokens can lose most of their value, and several have.

08 / Staking

Two ways to put TAO to work.

Staking means delegating tokens to a validator. You keep ownership, the validator gains voting weight, and you share the rewards minus the validator's commission. There are two very different places to do it.

Option A

Root staking (Subnet 0)

You stake TAO to a validator on the root network and your position stays denominated in TAO. You are not exposed to any single subnet's token price. Root stakers receive a slice of the rewards from across the subnets.

Since the "Root Reborn" upgrade in August 2026, that yield accrues as subnet tokens held in a per-validator basket and is only converted when the staker claims it, rather than being sold for TAO every block. A planned feature that would let validators actively choose which subnets their basket backs was not switched on at launch.

Option B

Subnet staking (alpha)

You swap TAO for a subnet's alpha token and stake that with a validator on the subnet. Rewards are paid in more alpha. Potential returns are higher and so is the risk: your position moves with the alpha price, and thin pools mean slippage on the way in and out.

Subnet stake also counts for more in consensus. Within a subnet, TAO staked at root is weighted at 18% of the value of alpha staked directly.

Things beginners often miss

Two keys. Bittensor wallets have a coldkey that holds funds and a hotkey used for day-to-day operations by miners and validators. As a staker you only need a coldkey. Never share its seed phrase.
Validators charge commission. The "take" varies by validator. Compare before delegating.
No fixed lock-up, but not free. Ordinary staking can be undone at any time, but unstaking from a subnet is a swap back to TAO at whatever the price is then.
Yields are not interest. They are a share of newly created tokens. A high percentage paid in a falling token can still be a loss.

Snapshot

How much is staked?

A May 2026 report by FalconX and SubnetStats estimated that about 70% of all TAO was staked: roughly half of supply at root and about a fifth in subnets. These figures move constantly.

New in 2026

Conviction locks

After a major subnet team left abruptly in April 2026, the network introduced "Conviction". In its first phase, live since May 2026, subnet owners' rewards are locked automatically and owners must post a public on-chain request before unlocking them, giving holders warning of large sales.

09 / People and organisations

Who is behind it.

Bittensor has no company at the top, but a fairly small set of people and teams have shaped it. Roles below are as publicly reported up to October 2026.

Co-founder

Jacob Steeves ("Const")

Former Google engineer who conceived Bittensor and wrote much of its early code. He led the Opentensor Foundation until the chief executive role was removed in February 2026, and remains the most influential contributor, proposing major protocol changes and building subnets.

Co-founder

Ala Shaabana

Computer scientist who joined in 2019 and helped launch the network and foundation. He later co-founded Crucible Labs, which makes a Bittensor wallet and staking tools.

Whitepaper author

Yuma Rao

The pseudonymous name on the Bittensor whitepaper. The identity behind it has never been publicly confirmed. Yuma Consensus and DCG's Yuma subsidiary both take the name.

Founding organisation

Opentensor Foundation

The non-profit that built and maintained the chain and software from launch. In 2026 it stepped back from formal control and handed over its code repositories.

Core development

Latent

Latent Holdings, a company associated with Jacob Steeves, operates the TAO.app explorer. Since April 2026 the Bittensor software kit and command-line tool have been maintained under the Latent name instead of the foundation. Critics note there is no second independent team maintaining that software.

Subnet builder

Rayon Labs

The team behind several prominent subnets, including Chutes (model hosting) and Gradients (fine-tuning).

Subnet builder

Macrocosmos

A studio co-founded by Will Squires and Steffen Cruz that runs several subnets, among them Apex, IOTA and Data Universe.

Subnet builder

Manifold Labs

Developer of Targon, the confidential-compute subnet. It has reported raising a $10.5 million Series A round.

Investor and builder

Yuma and Barry Silbert

Digital Currency Group, founded by Barry Silbert, has backed Bittensor since 2021. Its subsidiary Yuma, launched in November 2024 with Silbert as chief executive, incubates subnets, runs a large validator and manages subnet funds.

Early backers

Polychain Capital and dao5

Polychain incubated the project in 2019. dao5, founded by former Polychain partner Tekin Salimi, is another early holder. Both acquired TAO through the network, since there was no token sale.

Asset manager

Grayscale

Runs the Grayscale Bittensor Trust and has filed to convert it into an exchange-traded product. Also publishes research on the network.

Former subnet builder

Covenant AI and Sam Dare

Built Templar, Basilica and Grail, and trained a 72-billion-parameter model on the network. Left in April 2026 after a public dispute over governance; see the risks section.

10 / Ecosystem and institutions

How traditional finance has approached TAO.

Trusts and ETF filings

Grayscale Bittensor Trust

Grayscale runs a TAO trust that trades over the counter in the United States under the ticker GTAO. On 30 December 2025 it filed with the SEC to convert the trust into a spot exchange-traded product, and amended that filing in April 2026. As of early October 2026 it had not been approved. That month Grayscale added Coinbase as a second custodian alongside BitGo.

European products

Staked TAO ETP

In October 2025 Deutsche Digital Assets and the Swedish broker Safello listed a physically backed, staked Bittensor exchange-traded product on the SIX Swiss Exchange under the ticker STAO.

Subnet funds

Yuma Asset Management

DCG's Bittensor subsidiary Yuma launched an asset management arm in October 2025 with two funds for accredited investors that hold baskets of subnet tokens, anchored by a reported $10 million from DCG.

Listed companies

TAO treasury companies

A handful of publicly traded companies hold TAO as a treasury asset. CoinGecko's tracker lists TAO Synergies (Nasdaq), xTAO (TSX Venture), TaoWeave (formerly Oblong) and Safello Group. Holdings change; check the tracker in the sources.

Exchanges

Major listings

TAO was listed by Binance in April 2024 and by Coinbase in February 2025, and trades on Kraken, KuCoin, OKX and others. In June 2026 Kraken added seven subnet tokens to its public listing roadmap, a first for a large exchange, without committing to dates.

On-chain finance

EVM and DeFi

The EVM layer lets Ethereum-style applications run on Bittensor. Early projects include bridges, liquid-staking tokens and trading front ends for subnet tokens. These are young and carry smart-contract risk.

Institutional products are not a judgment on quality. A trust or ETP simply gives investors another way to hold an asset, with its own fees and risks.

11 / Roadmap and future

What is planned, and what is still open.

Bittensor has no single binding roadmap. What follows are directions that core contributors have published or shipped. Plans in this ecosystem change often, and proposals are not promises.

Shipped / 2026

Stepping back of the foundation

In February 2026 the Opentensor Foundation announced it was giving up privileged control. The chief executive role was removed, chain security moved toward nominated proof of stake, and validators and subnet owners gained the ability to ratify or veto upgrades. In April 2026 the core code repositories were transferred to a separate team, Latent.

Shipped / 2026

Tighter emissions

A May 2026 refactor, the June cleanup of inactive subnets and the emission gate all push rewards toward a smaller number of active subnets.

Shipped in part / 2026

Root Reborn and Conviction

Root yield now accumulates in validator baskets. Validator-curated baskets and later phases of Conviction, including a way for token holders to replace a subnet's owner, were still to come at the time of writing.

Proposed / to end 2027

18-month decentralisation plan

Published in June 2026, the plan targets December 2027 and includes bringing back real competition between validators, two-way subnet liquidity pools, and a "belief mechanism" giving alpha holders a direct vote on subnet decisions.

Open question

More subnets, or fewer?

The community is pulling in two directions: expanding the number of subnet slots toward 256, while concentrating emissions on a few dozen. How those fit together is unresolved.

Open question

Real revenue

Several subnets now report meaningful income from outside customers, mostly for compute and inference. Most figures are self-reported and unaudited. Whether subnets can earn more than they receive in emissions is the long-term test.

12 / Comparison

Bittensor next to Bitcoin and other AI networks.

These projects are often grouped together but do different jobs. The table is a simplification; scroll sideways on small screens.

	Bittensor (TAO)	Bitcoin (BTC)	Render (RENDER)	ASI Alliance (FET)	Akash (AKT)	NEAR (NEAR)
What it is	A network of competing AI marketplaces (subnets)	Peer-to-peer digital money	Marketplace for GPU rendering and AI compute	Alliance of AI-agent projects led by Fetch.ai and SingularityNET	Open marketplace for cloud computing	General-purpose blockchain with an AI focus
What earns rewards	Work judged useful by validators, per subnet	Proof-of-work hashing	Completing GPU jobs for paying customers	Staking and running agents and services	Leasing compute to customers	Staking to secure the chain
Launched	2021	2009	2017 token; network later	Alliance formed 2024	2020 mainnet	2020 mainnet
Supply	Capped at 21 million	Capped at 21 million	Burn-and-mint model	Fixed maximum	Fixed maximum, released by inflation	No hard cap
Halving	Yes, triggered by issuance thresholds	Yes, every 210,000 blocks	No	No	No (declining inflation)	No
Own blockchain	Yes (Subtensor, Substrate)	Yes	No (token on Solana)	Yes (Fetch.ai chain) plus Ethereum	Yes (Cosmos SDK)	Yes
Scope	Any digital commodity that can be scored	Money only	GPU compute	Autonomous agents and AI services	General compute	Apps, agents, private AI inference

Closest to Bitcoin in economics

The fixed cap, the halving and the absence of a pre-mine are deliberate echoes of Bitcoin. The difference is what the reward buys. Bitcoin pays for security through energy spent. Bittensor tries to pay for output that has value in its own right, which is far harder to measure.

Broader than a compute market

Render and Akash match buyers with hardware and charge for it. Bittensor includes compute subnets that do the same, but it also funds contests with no customer yet, paid for by token emissions. That makes it more flexible and more dependent on good incentive design.

13 / Wallets

Where to keep TAO.

A wallet holds the keys that control your TAO. The options below all appear on the wallet page of bittensor.com. Filter by the device you use.

iOS

TAO.com Wallet

A Bittensor-only mobile wallet that grew out of the original Opentensor Foundation app. Supports staking and browsing subnets; the same site also offers swaps into subnet tokens.

TAO.com Wallet official site

iOS / Android / Chrome

Taostats Wallet

From the team behind the Taostats explorer. Handles transfers and staking alongside network analytics.

Taostats Wallet official site

Chrome / Ledger

Crucible Wallet

A Chrome extension from Crucible Labs, co-founded by Ala Shaabana, with staking tools and Ledger support.

Crucible Wallet official site

Chrome / Firefox / Android

Talisman

An open-source, self-custodial, multi-chain wallet that supports Bittensor alongside Ethereum and Polkadot.

Talisman official site

iOS / Android / Ledger

Nova Wallet

A mobile wallet for Substrate-based chains with TAO staking and Ledger support on mobile.

Nova Wallet official site

iOS / Android / Browser / Ledger

SubWallet

A mobile and browser wallet for Substrate chains that supports TAO transfers and staking.

SubWallet official site

Hardware

Ledger

A hardware wallet that keeps keys offline. Used for TAO through a compatible app such as Crucible, Nova or SubWallet.

Ledger official site

Hardware card

Tangem

A tap-to-sign card wallet. Support is partial: TAO transfers only, no staking.

Tangem official site

Offline signer

Polkadot Vault

Turns a spare phone kept permanently offline into a signing device that communicates by QR code.

Polkadot Vault official site

Command line

Bittensor CLI (btcli)

The official command-line tool for creating wallets, staking, and running miners and validators. For technical users.

Bittensor CLI (btcli) official site

Browser / developer

Polkadot.js

A developer-oriented browser extension and interface for advanced interactions with Substrate chains, including Bittensor.

Polkadot.js official site

Wallet safety basics. Download only from the official site or app store listing linked from it. Write your seed phrase on paper and never type it into a website or share it with anyone, including "support". TAO lives on its own chain: sending it to an Ethereum or Bitcoin address will lose it. Send a small test amount first.

14 / Where to buy and how to stake

A neutral, step-by-step walkthrough.

This explains the mechanics. It is not a suggestion that you should buy TAO. Availability depends on your country, and exchanges can add or remove assets at any time.

Exchanges that list TAO

Shown in no particular ranking; links go to each exchange's own home page. Confirm that TAO is available in your region before opening an account.

Buying

Pick a regulated exchange available where you live and create an account directly on its official site. Expect identity checks.
Fund the account by bank transfer or card, or deposit crypto you already own.
Buy TAO. Check the ticker is TAO and the name is Bittensor. Many unrelated tokens use similar names.
Decide where to hold it. Leaving coins on an exchange is simple but means trusting the exchange. Withdrawing to your own wallet gives you control and responsibility.

Staking from your own wallet

Install a wallet from the wallets guide and back up the seed phrase offline.
Withdraw a small test amount from the exchange to your wallet address on the Bittensor network, then the rest.
Choose root or a subnet. Root keeps you in TAO. A subnet swaps you into its alpha token. Read the staking section first.
Choose a validator and check its commission and track record on an explorer such as Taostats or TAO.app.
Confirm the transaction in your wallet. Keep a little TAO unstaked to pay network fees later.

15 / Risks and criticisms

The case against, stated fairly.

Bittensor attracts strong opinions. These are the main concerns raised by critics and, in several cases, by people inside the ecosystem.

Centralisation and governance

For most of its life, upgrades were controlled by a three-person "triumvirate" linked to the Opentensor Foundation. In April 2026 Covenant AI, then one of the largest subnet operators, quit the network and its founder described the governance as decentralisation in name only, alleging that co-founder Jacob Steeves held effective control. Steeves disputed many of the allegations. Reforms have followed, but they are recent and incomplete.

Concentrated stake

A small number of validators and early holders control a large share of stake. Because voting weight follows stake, they have outsized influence over scores, rewards and upgrades.

Subnet quality

Many subnets have produced little of outside value. In April 2026 one analysis found more than half of all subnets were burning nearly all of their miner rewards, and in June 2026 emissions were cut off for dozens deemed inactive.

Gaming the incentives

Miners optimise for whatever is measured. If a subnet's test is weak, miners will pass the test without doing useful work, copy each other, or collude with validators. Designing a mechanism that cannot be gamed is hard and never finished.

Subnet owner risk

A subnet depends heavily on its team. When Covenant AI left, it sold its subnet tokens and their prices fell sharply within hours, pulling TAO down with them. A separate January 2026 incident on one subnet was reported by one analyst to have cost users close to $3 million. Conviction locks are a response, not a cure.

Security history

On 2 July 2024 an attacker drained about 32,000 TAO, then worth roughly $8 million, from users whose keys had been stolen by a malicious copy of the Bittensor software package uploaded to the Python package index. Validators put the chain into a "safe mode" that stopped all transactions while the code was reviewed. The halt limited losses and also showed that a small group could stop the network.

Complexity

Two kinds of key, more than a hundred tokens, automated pools, changing emission formulas. The system is hard to understand even for experienced crypto users, and misunderstanding it can be expensive.

Constant rule changes

Core economics have been rewritten several times in two years. Each change creates winners and losers and makes long-term planning difficult for subnet builders and stakers.

Market and regulatory risk

TAO and alpha tokens are volatile, and alpha pools can be thin. Rules for staking and tokens differ by country and are still evolving. You can lose everything you put in.

The other side. Supporters reply that the network has shipped working products, that several subnets report paying customers, that the foundation did give up formal control in 2026, and that open competition is exactly how weak subnets get weeded out. Both views can be true at once.

16 / Glossary

The jargon, decoded.

Search the glossary

Alpha token: The generic name for a subnet's own token. Each subnet has one, capped at 21 million.
AMM (automated market maker): A pool of two tokens that sets a price by formula. Every subnet has one pairing TAO with its alpha token.
btcli: The Bittensor command-line tool for managing wallets, staking and running nodes.
Coldkey: The key that holds your funds and stake. Keep it offline and never share its seed phrase.
Conviction: A 2026 mechanism that locks subnet owners' rewards and makes them signal on-chain before unlocking.
Delegation: Assigning your stake to a validator so it counts toward that validator's weight. You keep ownership.
Deregistration: Removal of the weakest subnet when all slots are full and a new one registers.
dTAO (Dynamic TAO): The February 2025 upgrade that gave every subnet a token and let markets, not a committee, direct emissions.
Emissions: Newly created tokens distributed as rewards each block.
Emission gate: A rule that cuts off or reduces emissions for subnets below a demand threshold.
EVM: Ethereum Virtual Machine. Bittensor's EVM layer lets Ethereum-style smart contracts run on Subtensor.
Finney: The current Bittensor main network, live since March 2023.
Halving: A 50% cut in new TAO per block, triggered when total issuance crosses set thresholds.
Hotkey: An operational key used by miners and validators to sign day-to-day actions. It does not hold your main balance.
Incentive mechanism: A subnet's rulebook: the task, how validators test miners, and how scores are calculated.
Metagraph: The on-chain record of a subnet's state: who is registered, their stake, scores and rewards.
Miner: A participant that produces a subnet's commodity and is paid according to validator scores.
Netuid: A subnet's ID number, such as 64 for Chutes.
Rao: The smallest unit of TAO. One TAO equals one billion rao.
Recycling: Returning TAO paid in registration fees to the unissued pool, which delays future halvings.
Root (Subnet 0): The special subnet with no miners where holders stake TAO for network-wide exposure.
Slippage: The difference between the quoted price and the price you actually get, caused by your own trade moving the pool.
Stake: Tokens committed to a validator. Stake determines voting weight and the share of rewards.
Subnet: An independent competition for one kind of digital commodity, with its own miners, validators and token.
Subnet owner: Whoever registered and controls a subnet. Receives 18% of its emissions.
Subtensor: Bittensor's blockchain, built with the Substrate framework.
TAO: Bittensor's native token, symbol τ, capped at 21 million.
Tempo: The cycle after which a subnet runs consensus and pays rewards. The default is 360 blocks, about 72 minutes.
Triumvirate: The three-person group that historically held the keys to approve chain upgrades.
UID: A numbered slot in a subnet occupied by a miner or validator.
Validator: A participant that evaluates miners and submits scores. Voting power depends on stake.
Weights: The scores a validator assigns to each miner and submits to the chain.
Yuma Consensus: The algorithm that combines validators' weights, clips outliers, and turns the result into payouts.

17 / Quiz

Ten questions. How much stuck?

18 / FAQ

Common questions.

What is Bittensor in simple terms?

Bittensor is an open network that rewards people with a cryptocurrency called TAO for producing useful AI services. The work is organised into subnets, each a separate competition where miners do a task, validators score them, and the blockchain pays out according to those scores.

Who created Bittensor?

Bittensor was co-founded by Jacob Steeves and Ala Shaabana, who set up the Opentensor Foundation to develop it. The whitepaper is credited to Yuma Rao, a pseudonym whose identity has not been publicly confirmed. The network launched in 2021.

What is TAO and how many will exist?

TAO is the native token of the Bittensor network. Its supply is capped at 21 million. New TAO is created with each block and the amount halves over time. The first halving took place in December 2025, reducing issuance from about 7,200 to about 3,600 TAO per day.

What is a Bittensor subnet?

A subnet is an independent marketplace for one kind of digital work, such as running AI models, renting GPUs, storing data or making predictions. Each subnet has an owner who sets the rules, miners who do the work, validators who grade it, and its own token.

What is Dynamic TAO (dTAO)?

Dynamic TAO is an upgrade from February 2025 that gave every subnet its own alpha token and a liquidity pool pairing it with TAO. Staking TAO into a subnet swaps it for that alpha token. Market demand for subnet tokens, rather than a committee of validators, now steers how new TAO is shared between subnets.

Is Bittensor the same as Bitcoin?

No. Bittensor copies parts of Bitcoin's economics, including the 21 million cap, halvings and a launch with no pre-mine. But Bitcoin is a payment network secured by proof-of-work, while Bittensor is a proof-of-stake chain that rewards AI-related work judged by validators.

How do you stake TAO?

You stake by delegating TAO to a validator from a compatible wallet. Staking on the root network keeps your position in TAO. Staking into a specific subnet converts your TAO into that subnet's alpha token, which carries price risk and slippage. Validators charge a commission on rewards.

Where can you buy TAO?

TAO is listed on several large exchanges, including Binance, Coinbase, Kraken, KuCoin and OKX. Availability depends on your country. Always use the exchange's official website and check you are buying Bittensor with the ticker TAO.

Has Bittensor been hacked?

In July 2024 attackers uploaded a malicious copy of the Bittensor software package that stole users' keys, then drained about 32,000 TAO worth roughly $8 million. Validators halted the chain while the code was reviewed. The blockchain's own consensus was not broken; the theft came through compromised software on users' machines.

Is Bittensor decentralised?

Partly, and it is disputed. For years upgrades were controlled by a small group tied to the Opentensor Foundation, and stake is concentrated among a few large validators. In 2026 the foundation stepped back and published a plan to decentralise governance by the end of 2027, after a major subnet team left accusing the project of centralised control.

Is there a Bittensor ETF?

Not in the United States as of October 2026. Grayscale filed in December 2025 to convert its Bittensor trust into an exchange-traded product and the application was still pending. In Europe a staked TAO exchange-traded product has traded on the SIX Swiss Exchange since October 2025.

Is TAO a good investment?

This site does not give investment advice. TAO is a volatile crypto asset, the network's rules change often, and subnet tokens can lose most of their value. Anyone considering it should understand the risks, read primary sources and only use money they can afford to lose.

19 / Sources

Where this comes from.

This guide was researched in October 2026 from official documentation and independent reporting. Where sources disagreed or a detail could not be confirmed, the wording above is deliberately cautious. Spotted an error? The primary sources below are the place to check.