Akash Network

What it does

Akash is a decentralised cloud computing marketplace built on a Cosmos SDKSDKSoftware Development Kit. A collection of code libraries, documentation, and tools that lets developers integrate a service into their applications without writing everything from scratch. SDKs are how projects become easy to build with.Like a plug-and-play kit for building furniture. You don't have to mill your own wood, forge your own screws, or design the joinery from scratch. The kit gives you pre-cut parts and instructions so you can assemble the thing in an afternoon.Read more → appchain. Providers list spare 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 →, CPU, memory and storage capacity. Tenants describe workloads in SDL (a YAML-based Stack Definition Language), submit deployment orders on-chain, and providers bid via reverse auction. Lowest qualifying bid wins. Workloads run in Kubernetes containers on provider hardware.

The chain handles order matching, escrow payments and provider 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 →. Actual compute happens off-chain. GPU marketplace launched in September 2023 with NVIDIA support. AkashML managed 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 → service followed, simplifying AI modelModelA trained neural network that takes inputs (text, images, audio) and produces outputs (more text, classifications, generated content). In DeAI the model is the thing that actually does the work.Like a very experienced apprentice who has spent years watching thousands of masters make furniture. They can't explain how they know when a joint is right, but they can make a chair that looks and functions like a Chippendale. The training is invisible. The output is what matters.Read more → deployment for tenants who don’t want to wrangle Kubernetes themselves.

Confidential compute went live on 29 July 2026: tenants can run a workload inside a hardware-enforced Trusted Execution Environment (TEE) by adding a single line to the SDL, which shields data and proprietary model weights from the provider hosting them (Akash and Greg Osuri on X). It’s a meaningful privacy step for a marketplace whose whole model puts your workload on someone else’s hardware. The same week, Akash reported cutting first-deploy onboarding on the Managed Console from about 7.5 minutes to roughly a minute (self-reported).

Founded by Greg Osuri and Adam Bozanich through Overclock Labs, a Delaware-incorporated company (June 2015). Osuri founded AngelHack, a major hackathon organisation (160,000-plus developers per AngelHack’s site), and has over 10,000 GitHub contributions. He testified before the US Congress House Committee on AI energy in May 2025, one of the few decentralised cloud founders to do so. The team has grown to roughly 115 people. Mainnet has been running since September 2020, making Akash one of the longest-running decentralised cloud marketplaces in the space.

The product in practice

Grounded in our Akash review and the render-vs-akash comparison, plus community feedback. We haven’t deployed on Akash ourselves, so the hands-on notes are attributed.

Who it’s for. Developers comfortable with Docker and Kubernetes who want cheap, permissionless compute, and anyone with idle server-grade GPUs who wants to sell capacity. It isn’t a managed cloud: no databases, load balancers or CDNs, just raw containers, so it suits people who bring their own stack.

What it’s like to use. There are two very different Akash experiences. The raw marketplace is crypto-native: you describe a workload in SDL (a YAML file), submit it on-chain, and providers bid in a reverse auction, cheaper than the hyperscalers but needing Docker skills, a wallet, and tolerance for a thin provider base where demanding jobs like AI fine-tuning can stall. AkashML is the opposite, a managed, OpenAI-compatible inference service that hides the crypto entirely so users never touch AKT, with the Console web UI and Akash Agents sitting in between for people who want deployment without the CLI.

Demand, honestly. The demand story that matters is AkashML, Akash’s managed inference layer. Its throughput has climbed from around 5 billion tokens a day in May 2026 to more than 10 billion by early July, with repeated all-time highs (AkashML and founder Greg Osuri on X, self-reported but with per-model breakdowns), and named users like Venice and ElizaOS run production inference on the network. The raw GPU-lease marketplace tells a smaller story, with modest on-chain lease revenue and a shrinking provider base, since AkashML’s managed volume settles differently from raw on-chain leases. So the honest read is a small raw marketplace wrapped around a fast-growing managed-inference business.

On verifiable revenue, Akash is one of four compute networks we put side by side in RENDER vs AKT vs IO vs ATH.

There’s a demand-quality wrinkle under that growth. Our own on-chain checks show the bulk of raw AkashML compute spend traces to company-funded deployment wallets, topped up from a single custody account that behaves like an exchange withdrawal address. That fits Overclock Labs running its own managed-inference inventory on the network, but it means the headline on-chain spend number isn’t a clean read of independent third-party demand, and the commingling stops outsiders separating the two.

The vision. Akash is betting that permissionless, self-custodial compute becomes a default as AI workloads spread, and AkashML’s throughput growth suggests the managed-inference wedge is landing. Supply is the constraint, and recent moves lower the barrier to providing: Mainnet 18’s Resource Reclamation (AEP-82, shipped 11 June 2026) unlocks idle enterprise GPUs, while Homenode opens the door to anyone with a gaming or workstation NVIDIA card, no Kubernetes needed. Founder Greg Osuri frames the deeper bet as energy, not chips: homes are “mini power plants” with excess solar and wind, and Homenode turns that distributed energy into compute. The catch is the economics: at roughly a million dollars of annualised lease revenue and one-third GPU utilisation in Q1 2026 (Messari), a residential node’s income case is thin (see how to run an Akash provider for the requirements and earnings maths), so supply scales only if the AkashML demand keeps growing and BME routes that spend back to provider yield.

Value proposition

Cost. Akash compute runs 50-85% cheaper than AWS, GCP and Azure for comparable workloads. The reverse auction model drives prices down because providers compete for your deployment rather than you accepting a posted rate.

Permissionless supply is the structural differentiator. Anyone with qualifying hardware can become a provider. No approval process, no relationship required, no geographic restrictions. This is the opposite of how Render operates, where node operators need Foundation approval.

For the sovereignty thesis, the value is clear: you deploy containerised workloads on infrastructure that no single entity controls, pay with a self-custodial 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 no platform collects data about what you are running. Venice uses Akash GPUs for its inference workloads. Morpheus routes compute through Akash providers. ElizaOS runs AI agents on the network. These are named customers running production workloads, not testnet experiments.

The counter-narrative is scale. Average active providers fell to 58 in Q1 2026 per Messari, the lowest count in the network’s recent history (down from 63 in Q4 2025 and 69 a year earlier). Average GPU capacity sits at 334 units, with 84 in active use. AWS has millions of GPUs.

The “decentralised AWS” framing is aspirational. The reality is a functional but small marketplace that serves a specific niche: developers and projects that value permissionless deployment over managed services. GPU utilisation in Q1 2026 was 33.7% per Messari (flat against Q4 2025), the highest utilisation rate across the four resource classes but with the absolute base measured in tens of GPUs rather than thousands.

Akash Homenode opened early access on 25 February 2026, accepting consumer and prosumer cards (RTX 4090, RTX 5090, and Quadro RTX 6000 Ada) to expand the supply base. The Akash Agents platform launched on 26 March 2026, providing one-click AI agent deployment on permissionless compute and seeded with OpenClaw and Nous Research’s Hermes. Both are structural responses to the provider attrition and the AI workload mix that now drives demand, but adoption metrics are not yet available.

Tokenomics

AKT launched via IEO on BitMax (now AscendEX) in October 2020 at $0.38-$0.77 per 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 →. Total raise across all rounds: $4.1 million ($1.31 million seed from CrunchFund in 2017, $2 million private sale in 2019, roughly $800,000 IEO). By crypto standards, this is tiny, and that matters. Low funding means less VCVCVenture Capital. Private investors who fund projects at an early stage in exchange for equity or token allocations. VC rounds are typically pre-launch, at steep discounts to any future public price, with multi-year vesting.Like angel investors in a startup who buy shares before the company goes public. They take more risk because the company might fail, so they get a better price. Once the company IPOs they can sell, and the public market pays whatever price it thinks is fair.Read more → overhang, less misaligned incentive, and less pressure to juice metrics for investor returns.

Genesis supply was 100 million AKT. Long-term distribution of max supply:

• 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 → (block rewardsEmissionsNew 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 →): 70.94%
• Investors: 10.03% (1-year lock, graded release, fully vested)
• Team and advisors: 7.85% (1-year lock, graduated release, fully vested)
• Foundation: 5.72% (fully vested)
• Ecosystem: 2.32%
• Testnets: 1.45%
• Vendors and marketing: 1.16%
• Public sale (IEO): 0.52%

The current 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 → is shown above. All initial allocations are now fully vested. InflationInflationThe annual rate at which new tokens are created and added to the circulating supply. Most networks use inflation to pay validators, stakers, and infrastructure providers from freshly minted tokens rather than real revenue.Like a landlord who raises the rent every year. If your salary goes up at the same rate, you break even. If it doesn't, you get poorer without noticing, because the number on your payslip hasn't changed but the ground under it has shifted.Read more → was halved in May 2026: Proposal 322 cut the ceiling from 8% to 4%, lifted the floor from 4% to 3%, and raised the community pool tax from 50% to 70%. It passed with 55.5 million AKT in favour against 0.8 million opposed.

We read the chain’s mint module directly on 13 August 2026 and it returns 4.0%, with annual issuance of 11.87 million AKT against a total supply of 296.7 million. The proposal’s own estimate is that the cut removes roughly 26.5 million AKT of issuance over 24 months. Our review carried the old 8% cap until this check, so the correction runs in the project’s favour.

The tokenomics thesis hinges on BME (Burn-Mint EquilibriumBurn-Mint EquilibriumA tokenomics model where network fees burn tokens while new tokens are minted and paid to suppliers. The system tries to balance burns and mints so circulating supply stays roughly stable when usage scales.Like a business that spends a dollar of revenue for every dollar of wages it pays. Money flows in and out at the same rate, so the total cash in the company stays flat. The rate of flow tells you how big the business is.Read more →), which activated on 23 March 2026 via Mainnet 17 (Proposal 318, v2.0.0, cleared governance with 99.7% YES). The mechanism retired the legacy x/take module: every onchain compute lease now routes through an AKT market buy, with the purchased token burned to mint ACT (Akash Compute Token), a non-transferable settlement unit denominated in USD that sits in the BME Vault for the duration of the lease. Providers receive ACT as payment and redeem it back to AKT at the prevailing market price when the lease settles, so when AKT appreciates between top-up and payout the system burns net AKT, tying the burn magnitude directly to network activity.

The loop has a boundary worth naming. On-chain, AKT-denominated leases run it automatically, but card and fiat revenue (AkashML included) is converted to AKT manually off-chain: Overclock Labs buys the token via Coinbase (founder Greg Osuri, June 2026) because AKT’s liquidity in Cosmos is thin. So the “immediate market buy” language in the funding proposals is a discretionary step for the fastest-growing slice of demand.

Messari reports 53,520 AKT pulled out of circulation through BME from activation (23 March 2026) to quarter-end (31 March 2026), averaging roughly 5,950 AKT per day across that nine-day window. The Vault was seeded with 300,000 AKT from the Community Pool. Four AEPs shipped in the same upgrade: AEP-76 (the BME loop), AEP-78 (CosmWasm smart contracts so BME executes as auditable, upgradable contract code), AEP-80 (a native Cosmos SDK oracle module with TWAP and staleness guardrails), and AEP-81 (Pyth’s AKT-USD feed via a Wormhole 13-of-19 guardian quorum). The dual-feed oracle architecture (Pyth via Wormhole, plus Osmosis TWAP) is designed to make BME settlement resilient to single-source price manipulation.

The word burned needs care. On-chain the AKT survives: BME moves it into a vault as backing for the ACT credits providers hold, then providers redeem it back at settlement. Net AKT is permanently burned only when the token appreciates between top-up and payout, and that on-chain counter still reads zero (verified against the x/bme vault module and the AEP-76 spec). The 53,520 is a circulating-supply reduction rather than supply destruction.

The deflationary question is whether compute spend can scale enough to outpace 4% annual issuance, a bar that halved in May 2026. Messari’s Q1 2026 lease revenue figure of $253,250 (down 45% QoQ) annualises to roughly $1.01M, still well below the burn level needed for meaningful supply contraction. The gap between functioning mechanism and meaningful deflation is the core investment question. For the mirror-image case, a fairer-launched compute network that takes 0% and captures nothing, see Akash vs Golem.

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 → yields have come down with the inflation cut, and the higher community tax is the reason. Stakers now share 30% of issuance rather than 50%, which on our 13 August 2026 chain read is roughly 3.6 million AKT a year against 91.5 million AKT bonded, or about 3.9% nominal before validator commission. Against 4.0% inflation that is close to flat in real terms, which is roughly where the old 7.3% nominal sat against the old 8.94% rate. Bonded stake is 30.8% of total supply, below the chain’s own 67% target.

The 21-day unbonding period locks capital during volatile markets. Slashing risk exists: 5% for double-signing, 0.01% for prolonged downtime.

Starbonds, a $75 million securities offering (Reg A+ filing) announced in 2025, is the elephant in the room. This is a corporate fundraise by Overclock Labs. Terms are not yet fully public. Whatever the structure, it represents significant new capital flowing into the entity that controls the development roadmap, and introduces an opaque financial dimension alongside the transparent on-chain economics.

Listed on Coinbase, Kraken and KuCoin but notably absent from Binance, which limits Asian market 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 → and retail discovery. DEXDEXDecentralised Exchange. A trading venue where token swaps happen entirely through smart contracts, with no central operator holding user funds. The largest DEXes are Uniswap, Aerodrome, Raydium, PancakeSwap, and Curve.Like a self-service vending machine that lets you swap one type of coin for another. The machine sets the exchange rate based on its current stock, anyone can deposit coins to refill it, and there's no clerk behind the counter.Read more → liquidity on Osmosis is moderate. Proposal 316 (passed March 2026) authorised a 1M AKT loan from the Community Pool to restore two-sided market depth that had compressed alongside the Q4 2025 drawdown; the loan-call structure introduces no net sell pressure.

Grayscale added AKT to its AI Tools and Resources sector index in May 2025, and Coinbase included AKT in the Coinbase 50 Index in June 2025. Per Messari, AKT rallied 41.6% QoQ in Q1 2026, with the move concentrated around the BME activation date (23 March 2026). See live data above for current pricing.

How to participate

Stake AKT. Delegate to validators on the Akash chain. Earn inflation rewards (~3.9% APY nominal on our 13 August 2026 chain read, near zero after inflation once the 70% community pool tax is counted). Vote on governance proposals through your validatorValidatorA computer that runs the full blockchain protocol, verifies transactions, and proposes new blocks. Validators are the workers that keep a Proof of Stake network running, and they earn rewards for doing the work correctly.Like a notary public who witnesses and stamps legal documents. Validators witness transactions, check they follow the rules, and stamp them into the permanent record. A notary who commits fraud loses their license. Validators work the same way, except the license is staked tokens that get slashed on misbehaviour.Read more → or directly. Requires a Cosmos wallet (Keplr). Minimum stake is negligible. The main consideration is the 21-day unbonding period.

Provide compute. Run a provider node and list spare capacity on the marketplace. Permissionless, anyone with qualifying hardware can join. Requires server-grade hardware, Kubernetes administration skills, NVIDIA GPUs for GPU workloads, and reliable internet. This is the more interesting participation mode if you have idle hardware, but the technical barrier is steep.

Deploy workloads. Use Akash as a tenant. Describe your workload in SDL, submit to the marketplace, and providers bid. Typically 50-85% cheaper than centralised cloud. Requires Docker/container knowledge and an AKT deposit for escrow. No managed services (databases, load balancers, CDN), just raw compute.

Build. Four funding mechanisms: Community Pool (on-chain treasury), Akash Accelerate (grants programme), Akash Bounties Board and AkashML partnerships. Go and Kubernetes expertise preferred.

Honest assessment

What works

Akash is the most credible decentralised cloud marketplace operating today. That’s a factual statement, not an endorsement.

Messari’s full-year 2025 report showed $3.15 million in annual revenue, up 128% year-over-year. The Q1 2026 picture is mixed: Messari (sourced from Akashstats and Artemis) reports lease revenue of $253,250 for the quarter, down 45% QoQ from $460,510 in Q4 2025. Akash separately reports ~$5 million Q1 2026 “compute spend” through its own dashboards; the two figures likely measure different scopes (gross spend across all categories vs lease revenue collected by the protocol) and the gap is not yet reconciled publicly. Venice, ElizaOS, Morpheus and Gensyn are verifiable, named customers deploying production workloads.

The permissionless provider model is structurally sound: anyone with qualifying hardware can join. Fully open source under Apache 2.0 across 65 repositories with 350-plus contributors. Two consequential upgrades shipped in Q1 2026: Mainnet 16 (4 March 2026) delivered the CometBFT Tachyon security fix and store migration; Mainnet 17 (23 March 2026) activated the BME framework, shipping four AEPs in a single coordinated upgrade. Mainnet 18 (11 June 2026) followed with Oracle v2 (timestamp-based price-feed staleness detection, building on the AEP-80 oracle module) and Resource Reclamation (AEP-82), which auto-closes idle leases so providers recover unused capacity. The Akash Agents platform (launched 26 March 2026) and Homenode early-access (25 February 2026) broaden the addressable market on both supply and demand sides.

Osuri’s background carries weight: AngelHack founder, congressional testimony on AI energy in May 2025. Listed on Coinbase and Kraken. Cosmos-based on-chain governanceDAODecentralised 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 → with active participation: 300-plus proposals, seven approved in Q1 2026 alone (Mainnet 17 cleared with 99.7% YES), and the community rejected Proposal #302 for lack of transparency, showing governance has actual teeth.

What doesn’t work yet

The active provider count isn’t a cloud marketplace. Messari’s Q1 2026 figure is 58 average active providers, the lowest in the network’s recent history and down 8.4% QoQ. Provider concentration means a handful of large operators serve the majority of capacity. Compute capacity contracted across all four resource categories in Q1 2026: GPU capacity -57.5% QoQ, CPU -46.5%, storage -37.5%, RAM -41.7%. CPU utilisation rose to 26.1% (from 17.7% in Q4 2025) because providers cut idle capacity faster than usage fell, not because demand grew.

The revenue picture is similarly compressed. Messari Q1 2026 lease revenue of $253,250 annualises to roughly $1.01M; even if the broader Akash-reported $5 million Q1 spend captures activity that Messari doesn’t, the gap between the figures is itself a transparency problem. No managed services limits enterprise adoption to teams comfortable with raw compute. GPU utilisation at 33.7% (Messari Q1 2026) reflects verifiable demand but across an average of 84 GPUs in active use, which is a rounding error against hyperscaler capacity.

The risk

Chain deprecation is the single highest-impact risk. Akash plans to deprecate its Cosmos chain in late 2026 and migrate to a new chain, with Solana mentioned as a “strong contender” but no governance vote conducted. Migrating an entire blockchain and marketplace is technically complex, operationally destabilising, and could fracture the community. There’s no published technical specification. The proper word for the migration is rebuild.

On 16 April 2026, founder Greg Osuri publicly stated that Cosmos management changed the licence on a critical SDK component to prohibit commercial use without an enterprise licence. Osuri described the terms as “hostile.” This escalates the migration from a planned strategic pivot to something closer to a forced move: if Cosmos enforces the new licence terms against Akash, the timeline for departure becomes reactive rather than planned. The destination chain (Solana remains the public frontrunner) and the technical migration path are still not specified in any governance proposal.

No formal protocol-level security audit has been disclosed despite the network operating since 2020. That’s five-plus years of production infrastructure without a commissioned security review. The ChainLight authentication bypass vulnerability discovered in May 2024 demonstrates the attack surface is exploitable. A spam attack in March 2025 caused degraded performance, though the network recovered.

Overclock Labs is a US-incorporated entity (Delaware), exposing the project to SEC, CFTC and compute export regulations. Osuri is the key person risk. He’s the public face, strategic driver and open-source credibility anchor. The Starbonds offering introduces new dilution and regulatory dimensions that aren’t yet fully transparent.

My position

I hold AKT. I also have indirect exposure through Venice (which uses Akash GPUs) and Morpheus (which routes compute through Akash providers). The chain migration introduces uncertainty but I believe the project’s technical credibility and paying revenue justify the position.

Freedom Score: 66/100

Akash scores 66/100 (C grade). Full methodology at Freedom Score Methodology.

Infrastructure decentralisation (12/20): Active validators and provider counts are tracked live in the metrics above. Permissionless provider onboarding with GPUs across independent providers. Geographic distribution is broad. But the provider count is objectively thin and declined through 2025. Starcluster/Starbonds introduces centralisation via enterprise datacentres with “vetted Nodekeepers”. Homenode (Feb 2026 beta) is a decentralising force but too new to measure.

Governance decentralisation (13/20): 300+ on-chain governance proposals with active participation. Proposal #308 had 42.31% turnout, exceeding 33.4% quorum. Community rejected Proposal #302 for lack of transparency, which shows governance has teeth. Proposal 322 (May 2026) reset monetary policy by binding vote, and we verified the live mint parameters carry the governance module as their authority. The community pool tax now funds community-directed spending at 70% of issuance. But Overclock Labs drives the strategic roadmap. Chain migration was announced by the founder, not governance-voted.

Token distribution fairness (8/15): Genesis was insider-heavy (34.5% investors, 27% team) but long-term allocation is better: 70.94% of max supply goes to mining/blockBlockA batch of transactions added to a blockchain at a set interval. Each block cryptographically links to the previous one, creating an append-only chain that can't be rewritten without redoing all the work since.Like a page in a ledger. Every page has a fixed number of entries, every page references the previous page, and once a page is filled and signed off it can't be edited without visibly invalidating every page that came after. The chain is just a very long series of these sealed pages.Read more → rewards. All tokens now fully vested. Total raise was modest by any standard ($4.1M). Not a fair launchFair LaunchA token launch where everyone has the same access from day one. No private sale, no insider allocation, no VC discount. Tokens are distributed by mining, staking, or open public sale at a single price.Like a 100m sprint where everyone starts behind the same line at the same time. Some runners are faster, but nobody gets to start 10 metres ahead because they paid extra. The race is decided by the run, not by who bought the best position.Read more →, but the small raise and majority mining allocation are above average.

Censorship resistance (10/15): Permissionless provider and tenant participation. No KYC required. Reverse auction is on-chain and transparent. But Starcluster introduces “vetted Nodekeepers” as a potential censorship vector. Overclock Labs is US-incorporated (Delaware) and subject to regulatory pressure. Spam attack (March 2025) demonstrated the network can be degraded temporarily.

Data sovereignty (10/15): Tenants fully control deployment configurations and data. Self-custodial Cosmos wallets. No central data collection by the protocol. Homenode lets users control their own hardware. But providers physically host workloads and could theoretically inspect containers. No encryption at the compute layer. ChainLight vulnerability (patched) showed potential for unauthorised deployment access.

Open source and transparency (13/15): Fully open source under Apache 2.0 across 65 repositories. Active development with substantive commits across two Q1 2026 mainnet upgrades: Mainnet 16 (4 March 2026, Proposal 317) delivered the CometBFT Tachyon security fix and store migration; Mainnet 17 (23 March 2026, Proposal 318, v2.0.0) activated BME and shipped four AEPs (76, 78, 80, 81) covering the burn loop, CosmWasm smart contracts, the Cosmos SDK oracle module, and the Pyth feed; Mainnet 18 (11 June 2026) added Oracle v2 and Resource Reclamation (AEP-82). All governance proposals public on GitHub. Quarterly Messari reports and internal blog provide regular transparency. Near-exemplary. But no formal security audit despite five-plus years of operation. Overclock Labs’ corporate financials not public. Starbonds introduces an opaque financial dimension.

Path to improvement

Three changes would materially increase Akash’s score:

1. Commission a formal security audit. Five years of production infrastructure without a third-party security review is indefensible. The ChainLight vulnerability proved the attack surface exists. An audit by a credible firm would address the most obvious gap in Akash’s otherwise strong transparency position.
2. Execute the chain migration transparently. Publish a technical specification. Run a governance vote on the destination chain. Provide a detailed migration timeline with milestones. The current state, aspirational timelines with no published roadmap, creates justified uncertainty.
3. Grow the provider count. Messari Q1 2026 puts average active providers at 58, the lowest in the network’s recent history. Homenode (consumer hardware) and the Akash Agents platform (agentic AI workloads) broaden both the supply and demand sides. The target should be hundreds of active providers across multiple geographies before claiming the “decentralised AWS” positioning with a straight face.

Returns Score: 68/100

AKT scores 68/100 (C grade). Full methodology at Returns Score Methodology.

Token utility (16/20): AKT serves three clear functions: payment for compute on the marketplace, staking for validator security and governance, and a requirement for running validator infrastructure. Tenants pay in AKT (or USDC, with AKT settlement), and validators must bond AKT to participate. The utility is structurally necessary. The network can’t function without the token. The gap to a perfect score is the lack of a broader demand sink beyond compute settlement and staking.

Value accrual (14/20): BME activated 23 March 2026 (Mainnet 17, Proposal 318), and the numbers are now on-chain rather than theoretical. Messari reports 53,520 AKT pulled out of circulation through 31 March 2026 (into the BME vault as ACT backing, not destroyed; the on-chain permanent-burn counter is zero), averaging roughly 5,950 AKT per day across the nine-day window. The Vault was seeded with 300,000 AKT from the Community Pool. The legacy x/take module was retired in the same upgrade; the take-rate logic now resides in BME. On-chain AKT leases route through the burn-and-mint loop, but card and fiat revenue (AkashML included) is bought manually off-chain via Coinbase (see Tokenomics), so the burn linkage is looser for the managed-inference volume that drives demand. Staking yields roughly 3.9% nominal on our 13 August 2026 chain read, close to flat against the 4.0% inflation rate. The “coming soon” qualifier is gone. BME is live and pulling AKT out of circulation. The gap to a higher score is scale: at Messari’s Q1 2026 lease revenue run rate (~$1.01M annualised), burns offset only a fraction of issuance.

Supply dynamics (14/20): AKT has no hard cap, and our own chain read on 13 August 2026 confirms it: bank supply 296.7 million AKT, mint module still issuing, no cap parameter anywhere in it. The 388.5 million genesis cap is a starting schedule, not a ceiling. Inflation halved in May 2026 under Proposal 322 (ceiling 8% to 4%, floor 4% to 3%, community pool tax 50% to 70%), and the module returns 4.0% live, or 11.87 million AKT a year. That is a material improvement on the 8.94% this review previously carried, and we haven’t moved the score for it yet (flagged for the next monthly review). BME pulled 53,520 AKT out of circulation in the first nine days post-activation per Messari (held in the vault, not destroyed), still small against the issuance rate. All initial investor and team allocations are fully vested, which removes cliff-dump risk. The token remains inflationary at current adoption levels, and meaningful deflation requires a step-change in compute revenue.

Revenue sustainability (14/25): Two figures co-exist for Q1 2026 and the gap matters. Messari (sourced from Akashstats and Artemis) reports lease revenue of $253,250 in Q1 2026, down 45% QoQ from $460,510 in Q4 2025, annualising to roughly $1.01M. Akash separately reports ~$5 million Q1 2026 “compute spend” through its own dashboards; the broader figure likely captures gross spend across all categories rather than lease revenue collected by the protocol. The full-year 2025 Messari figure remains $3.15 million, up 128% YoY. Named customers (Venice, ElizaOS, Morpheus, Gensyn) generate production workloads, which is the foundation. The flow signal is positive: new lease creation reached 43,540 in Q1 2026, the third consecutive quarter of sequential growth per Messari. The stock signal is negative: active leases and provider count both compressed. Revenue-to-emission ratio remains thin, though the May 2026 cut to a 4% inflation ceiling (verified on-chain 13 August 2026) halves the emission side of it; the gap between “working product” and “sustainable economy” is still wide.

Liquidity and access (10/15): AKT is listed on Coinbase and Kraken, which provides reasonable access for Western retail and institutional buyers. Volume is adequate for moderate position sizes without excessive slippageSlippageThe difference between the expected price of a trade and the price you actually get when the trade executes. Slippage usually goes against the trader and gets worse with bigger trades or thinner markets.Like trying to buy 1000 bananas at the corner shop. The first few are at the marked price, but by the time you've bought them all you've moved the price up because there are no more bananas left at the original level. The shop has to restock at higher cost.Read more →. The notable absence is Binance, the largest exchange by volume, which limits Asian market discovery and liquidity depth. DEXDEXDecentralised Exchange. A trading venue where token swaps happen entirely through smart contracts, with no central operator holding user funds. The largest DEXes are Uniswap, Aerodrome, Raydium, PancakeSwap, and Curve.Like a self-service vending machine that lets you swap one type of coin for another. The machine sets the exchange rate based on its current stock, anyone can deposit coins to refill it, and there's no clerk behind the counter.Read more → liquidity on Osmosis is moderate. Proposal 316 (passed March 2026) authorised a 1M AKT loan from the Community Pool to restore two-sided market depth that had compressed alongside the Q4 2025 drawdown. The loan-call structure introduces no net sell pressure. Per Messari, AKT-denominated network fees fell 23.5% QoQ in Q1 2026 to 635,900 AKT while USD fees fell 44% to $257,580. Not thin enough to be a problem, not deep enough to be a strength.

Path to improvement

Three changes would materially increase Akash’s returns score:

1. Reverse provider attrition. Active providers at 58 in Q1 2026 is the lowest count in the network’s recent history per Messari. Homenode (early access 25 February 2026) and the Akash Agents platform (26 March 2026) are structural responses on supply and demand sides. The test is whether BME’s onchain demand mechanics translate into improved unit economics fast enough to draw enterprise-grade capacity back, ideally returning the provider count above 100.
2. Secure a Binance listing. The absence from the world’s largest exchange is a concrete liquidity constraint. Binance coverage would meaningfully increase daily volume, improve price discovery, and expand Akash’s visibility in Asian markets where much of the retail crypto activity occurs.
3. Reconcile and scale the revenue figure. The Akash-reported and Messari-reported Q1 2026 numbers differ by roughly an order of magnitude because they measure different scopes. Reconciliation (publishing both figures with definitions, or aligning on a single shared definition) would remove the transparency overhang. Either way, growing annualised lease revenue toward $30 million would make the BME burn mechanism economically meaningful and support a credible value accrual narrative.

Score change log

Date	Score	Change	Reason
2026-08-13	Data	N/A	Our own chain read caught a stale figure of ours: Proposal 322 (15 May 2026) halved the inflation ceiling to 4% and raised the community pool tax to 70%, and the mint module returns 4.0% live. Corrected the inflation, community-tax and staking-yield figures across the page; Supply Dynamics and Revenue Sustainability flagged for the monthly review.
2026-08-13	Data	N/A	Migrated Akash onto the verdict spine and widened it: the four existing checks now anchor to Value Accrual, Revenue Sustainability and the demand thesis, plus new on-chain verdicts for supply, validator set, governance authority and open source.
2026-07-30	Editorial	N/A	Noted Akash’s 29 July 2026 confidential-compute launch (run a workload in a hardware-enforced TEE via one SDL line; Akash + Osuri on X) and the self-reported Console onboarding speed-up. No score change; the privacy gain is flagged for the Censorship Resistance dimension at the monthly review.
2026-07-26	Data	N/A	Checked an X thread’s Akash demand-concentration claim against our own LCD reads: the named AkashML wallets are heavy compute tenants topped up weekly from an exchange-like custody account, so demand is largely company-funded; the exact split and price correlation were not reproduced (reconciliation demand_source_concentration, unverifiable). No score change.
2026-07-26	Data	N/A	Reconciled Messari’s “53,520 AKT burned” against on-chain x/bme and the AEP-76 spec: it’s AKT pulled out of circulation into the BME vault, not destroyed. On-chain permanent burn = 0 (net burn only on price appreciation between top-up and payout). Recharacterised “burned” as a circulating-supply reduction across the page. No score change.
2026-07-26	Data	N/A	BME execution nuance: on-chain AKT leases run the automated AEP-76 loop, but card and fiat revenue (AkashML) is converted to AKT manually off-chain via Coinbase (Osuri, 24 June 2026, verified on X). Sharpened the Value Accrual and Tokenomics wording; the “every dollar routes through an on-chain market buy” framing was too strong. No score change.
2026-07-05	Editorial	N/A	Added a “The product in practice” section (per specs/product-comparison-framework.md) from our review, AKT_akash.json and r/akashnetwork; the demand story is AkashML managed inference (throughput growing, verified on X) wrapped around a small raw GPU marketplace, with Osuri’s energy thesis as the vision. No score change.
2026-08-03	Data	N/A	Added Mainnet 18 (11 June 2026, activated block #27230465) to the upgrade lineage: Oracle v2 (timestamp-based price-feed staleness detection, building on AEP-80) and Resource Reclamation (AEP-82, auto-closes idle leases). Supply-neutral; no score change.
2026-05-26	Data	N/A	Q1 2026 refresh from Messari “State of Akash Network Q1 2026” report (May 15, 2026, data as of 31 March 2026, primarily sourced from Akashstats + Artemis). Added independent figures with “as of” anchors and source attribution for evergreen reading: lease revenue $253,250 (-45% QoQ), 58 average active providers (lowest in network history), 33.7% GPU utilisation (not 60% as previously cited), 8.94% annualised inflation (not 8%), 53,520 AKT burned through BME in first nine days. Corrected Mainnet 16 vs Mainnet 17 attribution (Mainnet 16 = Tachyon security fix + store migration; Mainnet 17 = BME activation + AEPs 76/78/80/81). Added Akash Agents platform (26 March 2026) and Homenode early-access details (25 February 2026, RTX 4090/5090/Quadro RTX 6000 Ada). Revenue gap between Akash-reported ~$5M Q1 compute spend and Messari $253K Q1 lease revenue retained side-by-side per the dual-attribution decision. No score change; score boundaries are not crossed but several dimensions are flagged for reassessment at the next monthly review (Returns Sustainability if Akash publishes a reconciliation; Freedom Infrastructure if provider count stabilises post-BME).
2026-05-03	Editorial	N/A	Revenue figure refresh: Q1 2026 compute spend hit $5M ATH per Akash’s own data, prior $3.15M annual figure was stale. Cosmos licensing dispute (16 April 2026, Greg Osuri public statement) added to chain migration discussion as material new risk. No score change yet; June review will reassess Returns Sustainability and Freedom Open Source dimensions if migration timeline accelerates.
2026-05-03	Data	N/A	Removed hardcoded circulating supply figure from prose. Live figure now served by CirculatingSupply component (CoinGecko).
2026-04-06	Returns	62 → 68	BME live on-chain 23 March 2026. Value Accrual 10→14 (functioning burn mechanism). Supply Dynamics 12→14 (effective inflation reduced to ~7.1%).
2026-03-07	Returns	66 → 62	Returns methodology v2.0 correction. Revenue sustainability 18→14 (revenue-to-emission ratio below 0.5; prior score overstated).
2026-03-02	Both	n/a	Initial publish. Freedom 66/100, Returns 66/100.