Aethir

What it does

Aethir aggregates enterprise-grade GPUGPUGraphics Processing Unit. Originally designed to render video game graphics, GPUs turned out to be exceptionally good at the massively parallel math that AI models need. Modern AI training and inference runs almost entirely on GPUs.Like a factory with 10,000 workers doing the same simple task in parallel, versus a CPU which is more like 10 workers each doing different complex tasks. AI training involves doing simple math a million times per second on a million numbers, which is exactly what the GPU factory is designed for.Read more → hardware (NVIDIA H100s, H200s, A100s, B200s, and B300s) from data centres, telecom providers, gaming studios, and miningProof of WorkThe original blockchain consensus mechanism where miners compete to solve computationally expensive puzzles. The winner proposes the next block and earns the rewards. Proof of Work secures Bitcoin and most pre-2020 chains.Like a lottery that runs every 10 minutes where the tickets cost electricity. Whoever spends the most electricity buying lottery tickets has the best chance of winning that round's prize. Nobody can fake the result because the proof of their work is verifiable by everyone.Read more → operations into a distributed compute network. Two products: Aethir Earth provides bare-metal GPU compute for AI trainingTrainingThe one-time process of teaching a neural network to perform a task by showing it massive amounts of example data and adjusting its internal weights until the outputs are good. Training builds the model; inference uses it.Like the years an apprentice spends learning a trade. You don't see any of the actual work, just thousands of repeated mistakes gradually becoming competence. By the end, the apprentice can do the job. The training was invisible, but the skill is now permanent.Read more → and inferenceInferenceRunning a trained AI model to produce an answer. Inference is what happens when you type a prompt into ChatGPT and get a response. The model takes your input, computes a best guess, and returns it.Like asking an expert for their opinion. The training was the decades they spent becoming an expert. The inference is the 30 seconds it takes them to answer your specific question.Read more →. Aethir Atmosphere delivers low-latency GPU streaming for cloud gaming.

The network runs through three roles. Containers execute the actual compute workloads. Checkers verify container performance and integrity through Proof of Capacity (rewarding standby availability) and Proof of Delivery (rewarding completed tasks). Indexers match users to the best available containers based on requirements, latency, and pricing.

Founded by Daniel Wang (CEO, ex-Riot Games COO/Head of International Publishing, ex-IVC Partner) and Mark Rydon (CSO, ex-Bechtel Corporation). CTO Kyle Okamoto came from Ericsson (CEO of IoT/Automotive/Security division) and Verizon Media (Chief Network Officer). Headquartered in Singapore. The team’s background is enterprise infrastructure and gaming, not crypto-native. This shows in the product: it’s built to sell GPU compute to enterprises, not to maximise decentralisation.

TokenTokenA digital unit of value or access rights tracked on a blockchain. Tokens can represent ownership in a project, a right to use a service, a share of future revenue, or simply a tradable asset with no underlying claim.Like a physical poker chip a casino issues. The chip itself has no value. What makes it worth something is what it lets you do at the casino, what the casino has promised, and how much other people will pay you for it.Read more → launched 12 June 2024. The network claims 440,000+ GPU containers across 94 countries serving 150+ enterprise clients. In July 2025, ATHATHAll-Time High. The highest price a token has ever reached. ATH is usually quoted as a reference point for how far the current price has fallen (or risen) since the peak.Like the record lap time on a racetrack. It tells you what the car has been capable of at its absolute best, not what it will do today. Whether that record gets broken again depends on conditions that may or may not come back.Read more → expanded to the Solana blockchain via LayerZero and Stargate bridging, enabling enterprise clients to purchase compute directly on Solana, a logical move given the concentration of AI agent builders (ai16z, elizaOS) in that space.

Value proposition

Revenue. Aethir claims $127.8 million in total revenue for 2025 (January to December). The annualised run rate figures require scrutiny: Aethir’s own Q3 blog post states $166 million ARR, but a separate enterprise growth post gives $147 million ARR, which is simply Q3’s $39.8 million multiplied by four. The gap suggests the $166 million figure includes contracted recurring revenue beyond simple quarterly annualisation, but neither figure is independently verifiable. If even the lower number is accurate, this makes Aethir the highest-revenue project in the entire DeAIDeAIDecentralised AI. An umbrella term for blockchain-based projects that build AI infrastructure (compute, data, inference, models, agents) without a single central provider controlling the system.Like the difference between streaming a movie from Netflix and sharing it via BitTorrent. Netflix is fast and polished but one company controls what you can watch and what you pay. BitTorrent is messier but no single operator can shut you out.Read more → space by a significant margin. For context, Akash generates roughly $3.15 million annually. Render is in a similar range.

The enterprise sales motion is the differentiator. Where Akash runs a permissionless marketplace and lets providers compete in reverse auctions, Aethir operates more like a traditional cloud sales organisation that happens to source GPUs from a distributed network. This is why the revenue numbers are large: enterprise contracts with committed capacity, not spot pricing.

The counter-narrative is straightforward: these revenue figures are entirely self-reported. Aethir is not listed on DeFiLlama. There’s no Token Terminal data. There’s no on-chain revenue verification. The 2025 wrap-up blog post states “$127.8M+” but there’s no independent audit, no third-party confirmation, and no way to verify this against on-chain data because the protocol code is closed source. You are trusting Aethir’s marketing team.

That 440,000 GPU containers figure is similarly unverifiable. A dashboard exists at dashboard.aethir.com, but the underlying data comes from Aethir’s own systems. Without open-source code or on-chain attestationAttestationA cryptographic proof that a piece of code is running on a specific hardware enclave in an unmodified state. Attestation lets remote users verify that a service is genuinely running what it claims to be running.Like a tamper-evident seal on a medicine bottle. The seal itself doesn't make the medicine safe, but it gives you a way to verify that nobody opened the bottle and swapped the contents before you bought it.Read more →, every metric is self-certified.

For the sovereignty thesis, Aethir offers almost nothing. Closed source code. An admin multisig on the token contract that can mint new tokens and manage a whitelist.

Governance is at least now documented: a four-phase roadmap published in late 2024 (development, community education, beta testing, full launch) with a committee comprising compute providers, validators, and ATH stakers. Full decentralised governance was targeted for Q1 2026. As of March 2026, there’s no confirmation the full launch has completed.

Even if governance ships as promised, you’re still renting GPUs from a centralised enterprise that happens to distribute hardware across 94 countries. That’s useful. It’s just not meaningfully different from AWS with more varied suppliers underneath.

Tokenomics

ATH launched via node sale in March-May 2024, raising $148.4 million from 74,673 checker nodes sold at $440-$12,634 each. This is by far the largest node sale in DeAI. A pre-Series A round in July 2023 raised $9 million at a $150 million valuation, led by HashKey Capital with participation from Animoca Brands, Maelstrom (Arthur Hayes), Sanctor Capital, and others.

Total supply is 42 billion ATH. Distribution:

• Checker nodes & compute providers: 50%, the bulk allocation, vestingVestingA schedule that locks up tokens allocated to insiders, investors, and team members, releasing them gradually over months or years. Vesting prevents insiders from dumping on public buyers immediately after launch.Like a new employee's stock options at a startup. You don't get all the shares on day one. They unlock over four years so you stick around and do the work rather than cashing out and leaving.Read more → linearly over time
• Team: 12.5%, 18-month cliffCliffA waiting period at the start of a token vesting schedule during which no tokens unlock at all. After the cliff ends, tokens begin releasing according to the vesting schedule.Like a probationary period at a new job. You don't get your stock options on day one. You wait 12 months to prove you'll stick around, then everything starts unlocking normally.Read more → from TGETGEToken Generation Event. The moment a project's token first becomes tradeable. TGE is when vesting clocks usually start, when liquidity hits exchanges, and when public price discovery begins.Like the IPO day for a startup. Everything that happened before TGE was private valuations and paper agreements. Everything after is the public market deciding what the thing is worth in real time.Read more → (December 2025), then 3-year linear daily vesting until December 2028
• Investors: 11.5%
• DAODAODecentralised Autonomous Organisation. A way to coordinate decisions and manage a treasury using token-weighted voting instead of a traditional company structure. Token holders propose and vote on changes directly.Like a shareholder-run company where every shareholder can vote on every decision, the votes are public, and the company can't do anything the shareholders don't approve. The coordination is messier than a normal company but nobody has unilateral control.Read more → Treasury: 7.5%
• Ecosystem development: 7.5%
• AirdropAirdropDistributing tokens for free to eligible wallets, usually to reward early users, bootstrap a community, or decentralise token ownership away from a small group of insiders at launch.Like a supermarket handing out free samples to people who already shop there. The samples cost the supermarket nothing to print. The goal is to convert casual shoppers into loyal customers by giving them something tangible to talk about.Read more →: 6%
• Advisors: 5%
• Public/private sale: 0.17%

In October 2025, the Aethir Foundation redirected 1.26 billion ATH tokens originally earmarked for the Season 3 Cloud Drop airdrop into a new Digital Asset Treasury (DAT). The DAT functions as a strategic compute reserve: it buys ATH on-market, stakes them to onboard new GPU hosts, books compute on the platform, sells that compute for dollars, and uses the proceeds to buy more ATH. The tokens cannot be distributed directly or sold on open markets. Predictive Oncology (NASDAQ: POAI) separately announced a $344 million private investment in ATH for its own DAT-based Strategic Compute Reserve, a noteworthy institutional endorsement, though the relationship between the two DAT structures is unclear.

Circulating supplyCirculating SupplyThe number of tokens currently in circulation and tradeable on the open market. Differs from total supply (which includes locked or unvested tokens) and max supply (the upper limit, if there is one).Like the number of cars on the road today versus the number ever produced. Some are in showrooms, some in junkyards, some still at the factory. Only the ones on the road count toward what people are actually driving.Read more → sits at roughly 17.5 billion ATH (41.6% of max). That means 58.4% of supply is still locked or vesting. The compute provider allocation alone (21 billion tokens) will continue entering circulation for years. Team tokens started unlocking in December 2025 and vest daily until December 2028.

The gap between circulating market cap and FDVFDVFully Diluted Valuation. The market cap a token would have if every token that will ever exist were already in circulation. FDV is what the project would be worth if all locked, vesting, or unminted tokens were trading today.Like valuing a startup based on what every share would be worth if all the unvested employee options had already been exercised. The number is bigger and uglier than the official market cap, but it tells you the true ceiling.Read more → tells you everything about the dilution ahead. ATH was at launch in June 2024. The token is down roughly 94% from that peak.

StakingStakingLocking up a cryptocurrency to help secure a blockchain network, usually in exchange for rewards. The locked tokens act as a security deposit that can be taken away if the staker misbehaves.Like putting down a large rental deposit for an apartment. You get the money back if you behave, you earn interest while it's locked, and the landlord takes it if you trash the place.Read more → exists across three pools: Gaming, AI, and EigenLayer pre-deposits. Lock-ups run up to 4 years with a 30-day withdrawal vesting period. If pool utilisation exceeds 85%, withdrawals are blocked entirely. APY is not publicly disclosed, which is a red flag. If the yields were attractive, they would be advertised.

Token contract is on Ethereum mainnet (0xbe0Ed4138121EcFC5c0E56B40517da27E6c5226B) with operations and rewards on Arbitrum. The contract is verified on Etherscan: Solidity v0.8.18, ERC-20 with minting capabilities and whitelist management controlled by an admin multisig. That multisig can mint new tokens. This isn’t a decentralised token.

Listed on OKX, Bybit, KuCoin, Bitget, Gate.io, MEXC, and others. Coinbase listed ATH in March 2025, adding tier-1 exchange access. ATH was also added to Binance Alpha (a pre-listing token selection pool, not a full exchange listing) with a community Vote to List campaign in April 2025. As of March 2026, ATH isn’t listed on Binance for spot trading. Daily volume is healthy relative to market cap. 52,443 holders on Ethereum, 137,452 on Arbitrum.

How to participate

Stake ATH. Choose Gaming, AI, or EigenLayer pools. Lock-up up to 4 years, 30-day withdrawal vesting. APY undisclosed. No compounding. Pool utilisation above 85% blocks withdrawals. Requires a walletWalletSoftware that stores the private keys needed to control tokens on a blockchain. A wallet does not actually hold any tokens. The tokens live on the chain. The wallet holds the keys that prove you own them.Like the key to a safe deposit box. The key doesn't contain your valuables. The valuables sit in the bank's vault. The key is what proves you're allowed to open the box and take them.Read more → and some ATH. Technical skill: basic. The main risk is the undisclosed yield: you are locking tokens without knowing the return.

Run a checker node. Checkers verify container performance. Requires purchasing a node licence (node sale has concluded, secondary market via eATH tokens). Technical skill: intermediate. Hardware requirements are modest since checkers verify rather than compute.

Provide GPU compute. Supply enterprise-grade NVIDIA GPUs to the network as a Cloud Host. Technical skill: advanced. Hardware: NVIDIA H100/H200/A100/B200 minimum. Capital requirements are high, and enterprise GPU hardware is expensive. This is the participation method that generates the revenue, but the barrier to entry is substantial.

Honest assessment

Freedom Score: 30/100

Aethir scores among the lowest Freedom Scores on this site. Here is why:

Infrastructure Decentralisation: 9/20. The hardware is geographically distributed: 440,000 containers across 94 countries is substantial coverage by Aethir’s own metrics. But all protocol logic, container management, and indexing is controlled by Aethir. The code is closed source. You cannot run an independent indexer or checker without Aethir’s permission.

Governance Decentralisation: 4/20. A four-phase governance roadmap was published in late 2024, with a committee structure comprising compute providers, validators, and ATH stakers. Governance areas include product direction, network parametersParametersThe internal numbers (weights and biases) inside a neural network that get adjusted during training. A 70-billion-parameter model has 70 billion adjustable internal numbers encoding everything it has learned.Like the synapses in a human brain. Each parameter is a tiny dial that gets nudged a little during training. With enough dials, the network can represent surprisingly complex patterns. The total parameter count is roughly how much "brain" the model has.Read more →, token economics, and staking rewards. Full launch was targeted for Q1 2026 but as of March 2026 there is no confirmation that decentralised governance is live. No on-chain voting, no verifiable community proposals. The DAO Treasury holds 7.5% of supply. Score remains at 4 until governance is demonstrably operational, not just roadmapped.

Token Distribution Fairness: 5/15. 50% to compute providers is structurally positive but 29% goes to team, investors, and advisors. The node sale raised $148 million from an unknown number of unique buyers, so concentration risk is unassessable. Public sale was 0.17%.

Censorship Resistance: 5/15. Closed source code means Aethir controls what runs on the network. Admin multisig on the token contract can mint tokens and manage whitelists. Enterprise focus suggests compliance orientation, not censorship resistance.

Data Sovereignty: 5/15. Enterprise workloads run on distributed containers, but Aethir controls the matching and indexing layer. No evidence of encryption guarantees or privacy-preserving computation.

Open Source Transparency: 2/15. Zero public GitHub repositories. The token contract is verified on Etherscan, which is the bare minimum. All protocol code, container orchestration, checker logic, and indexer code is proprietary. You cannot independently verify any claim Aethir makes about its network.

Returns Score: 63/100

Token Utility: 12/20. ATH is used to pay for compute, stake in pools, and operate checker nodes. Real utility exists: compute providers are paid in ATH. But staking yields are undisclosed, governance is nominal, and there is no access gating for general users. The token is useful but not essential to most participants.

Value Accrual: 14/20. Compute providers earn ATH for services. Staking pools direct tokens toward AI and gaming workloads. But there is no fee distribution to token holders, no buy-and-burn mechanism, and no revenue sharing. Value accrual is indirect: token demand comes from compute payment and staking requirements, not from a mechanical link between protocol revenue and token value.

Supply Dynamics: 8/20. 42 billion max supply with only 41.6% circulating. 50% allocated to compute providers vesting over years represents sustained dilution pressure. Team tokens vesting until December 2028. No burnBurnPermanently removing tokens from circulation by sending them to an address that no one controls. Burns reduce total supply, which (all else equal) makes each remaining token worth more of the network's value.Like a company buying back its own shares and shredding them. The company's total value stays the same, but each remaining share now represents a slightly bigger slice of that value.Read more → mechanism. The FDV-to-market-cap ratio is well above 1x, quantifying the dilution ahead. Score capped low given the combination of heavy remaining emissionsEmissionsNew tokens created and distributed by a blockchain protocol over time as rewards to validators, stakers, or miners. Emissions fund network security and participation at the cost of diluting existing holders.Like a company that pays employees partly in newly printed shares. Every year the total number of shares goes up, which means existing shareholders own a slightly smaller slice of the same company unless the company grows faster than the printing.Read more → and no offsetting burns.

Revenue Sustainability: 17/25. If the self-reported figures are accurate, $127.8 million in total 2025 revenue from 150+ enterprise clients would represent demonstrable product-market fit at a scale no other DeAI project approaches. The ARR figure is inconsistent across Aethir’s own publications. $166 million in the Q3 results post versus $147 million in the enterprise growth post (the latter being Q3’s $39.8 million simply annualised). Neither figure is independently verified. Not on DeFiLlama, not on Token Terminal, not verifiable on-chain. The DAT mechanism adds a wrinkle: if the DAT is booking compute on Aethir’s own platform using redirected airdrop tokens, some portion of reported revenue may be self-referential. Score reflects strong claimed revenue tempered by verification gap and ARR inconsistency.

LiquidityLiquidityHow easily a token can be bought or sold without moving the price. High liquidity means you can enter or exit large positions quickly at the quoted price. Low liquidity means even small trades can swing the market.Like the difference between selling a house and selling a share of Apple stock. The house might be worth more on paper, but finding a buyer at that price takes weeks. The Apple share converts to cash in one click.Read more → & Access: 12/15. Listed on OKX, Bybit, KuCoin, Bitget, Gate.io, Coinbase (March 2025), and several others. Binance Alpha pre-listing pool inclusion (not a full spot listing) with a Vote to List campaign in April 2025. As of March 2026, not listed on Binance for spot trading. Daily volume provides reasonable entry and exit for most position sizes. The Coinbase addition brings genuine tier-1 access that was previously absent. Score raised from 11 to reflect Coinbase listing.

Quadrant: C (Low Freedom, Moderate Returns)

Aethir sits firmly in Quadrant C: potentially profitable but centralised. The revenue story is compelling if verified. The freedom story is improving (governance is finally being documented) but remains weak. This is an enterprise GPU business with a token, and governance window-dressing doesn’t change the fundamental architecture.

Key risks

• Revenue verification. The biggest risk. $127.8M is an extraordinary claim with zero independent verification. The ARR discrepancy ($147M vs $166M across Aethir’s own posts) further undermines confidence. The DAT booking compute on Aethir’s own platform raises questions about self-referential revenue. If these numbers are inflated, the entire investment thesis collapses.
• Closed source. Every technical claim (node count, compute delivered, container performance) is unverifiable. This is unusual for a project claiming decentralisation.
• Supply overhang. 58.4% of tokens are locked/vesting. Compute provider emissions (50% of supply) will continue for years. Team/investor unlocks run until December 2028. The DAT’s 1.26B redirected tokens add another mechanism affecting circulating supply.
• Admin multisig. The token contract allows the admin to mint new tokens and manage a whitelist. This is a centralisation risk that most serious DeFiDeFiDecentralised Finance. Financial services like lending, trading, and yield farming built on smart contracts instead of traditional banks or brokerages. DeFi protocols are usually permissionless and global.Like a vending machine that can give you a loan, swap your currencies, or invest your savings. Nobody is behind the counter, the rules are written into the machine itself, and anyone with money in the right format can use it.Read more → projects have moved away from.
• Governance uncertainty. Full decentralised governance was targeted for Q1 2026 but no confirmation of completion exists. The governance committee structure is documented but untested.
• Enterprise concentration. 150+ clients sounds healthy, but if a small number of large contracts represent the majority of revenue, client departure risk is real.

Score change log