Platform ReviewUpdated 2026-11-12

Compute Labs Review 2026: GPU Vault Yields, Fees, and What You Actually Own

What does a Compute Labs GPU vault investor actually own? The help center says 'You, the investor, hold legal title' and that each GPU is 'bound to an SPV (Special Purpose Vehicle) fully managed by Compute Labs'. What the subscription agreement grants, and where a holder stands relative to the senior lender that financed part of the one public vault, are set in documents that are sign-in only. On chain, the investor holds a Solana token whose mint and freeze authorities sit with one wallet address; US investors are locked up for a year and no redemption right is described. The company's own dated figure for that vault, 32 NVIDIA H200s, is distributions of 'roughly 44% annualized' through September 2, 2026, which it says combine income and return of capital.

Rental revenue from data center GPUs, paid in USDC to token holders; GPU debt and equity deals arranged through the Financing PlatformTokenized GPU vaults (Solana tokens tied to GPUs held through company-managed SPVs, offered as Regulation D securities to accredited investors) and a GPU financing marketplace for operators and lenders
Compute Labs platform screenshot

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What the data actually shows - TL;DR

What you own: a token on Solana (a GNFT for a whole GPU, or fractional 'miniGPU' tokens) and whatever the subscription agreement gives you. The help center says 'You, the investor, hold legal title.

Read the full assessment

Each GPU is bound to an SPV (Special Purpose Vehicle) fully managed by Compute Labs. This SPV contracts with the operator managing the hardware' and that 'Ownership is guaranteed through the subscription agreement tied to the SPV'. The subscription agreement and the SPV documents are sign-in only, so whether a holder owns a GPU, an interest in the SPV or a contractual right to its revenue is open on the public record.

So is the holder's position against the senior lender: the company says a senior facility at about 15%, refinanced to 12% in April 2026, financed part of its one public vault, and the lender, its security and its ranking are not published. On chain, one wallet address (eavGSz...jC4) is both mint authority and freeze authority for the miniGPU token; its signing arrangements are not public. US investors have a 1-year lockup, no redemption right or secondary venue is named, and the Terms put disputes in BVI arbitration.

What the vault has paid: the company's internal, unaudited actuals for 32 NVIDIA H200s bought for $1.1 million in July 2025 report $502,000 'distributed to owners' through September 2, 2026 and distributions of 'roughly 44% annualized', a figure it says combines income and return of capital; $502,000 is 45.6% of $1.1 million on AltStreet's arithmetic, against the article's 'approximately 55%', and the article does not state the base it used. On chain (derived, every transaction of the payout wallet read): $434,726 USDC went to wallets that hold or held the token by September 2, 2026 and $515,497 left the wallet in all, the rest going to one wallet that holds no token. Compute Labs' reported distributions fall between the two on-chain totals.

The public records reviewed leave the difference unexplained and do not establish what the other transfers paid for. What the pages advertise: '57.36% APY' in the home page hero and '48%' 'LIVE' 'Avg. APY' lower down, with no stated method, and a 31.5% 'Steady Market IRR' for the H200 deal from a model with no debt and no Compute Labs fee.

The only Form D under the Compute Labs name is a Sydecar series that filed for $154,500 sold to 3 investors, signed by Sydecar, whose holding is not stated, so it is not treated here as a vault offering. The site publishes six different minimums, and a contact page offers a 'Retail Purchaser' tier to 'Buy managed GPU units without securities' beside a help center that says the vaults are 'for accredited investors only'.

Mint + freeze

One wallet address holds both the mint authority and the freeze authority of the miniGPU token (supply 3,194.763637, 148 holder accounts, none frozen). The help center says each GPU sits in an SPV 'fully managed by Compute Labs'; the documents that set holders' rights are sign-in only. (AltStreet Solana reads, November 12, 2026; help center)

57.36% / 48%

Home page hero '57.36% APY' (server-supplied, no basis stated) and '48%' 'LIVE' 'Avg. APY' (fixed text) on the same page; '58.3%' 'Live APY' on the platform page, fixed text unchanged since October 15, 2026; 'up to 60%' on the contact page. Different figures with no stated method or date, not one measure. (computelabs.ai, November 12, 2026 UTC)

'44% annualized'

The company's own figure for the H200 vault: 'cash distributed to owners, combining income and return of capital', $502,000 distributed through September 2, 2026 on a $1.1 million fleet; internal actuals, unaudited. 'Distributions are not total returns', the article says. (Compute Labs research article, September 15, 2026)

31.5% Est. IRR

The H200 deal's 'Steady Market IRR', a model output: $2.60 an hour, 80% utilization, 20% to the operator, 0% Compute Labs fee, no debt, five years. The company's article says a senior loan at about 15%, refinanced to 12%, financed part of the fleet. (platform.computelabs.ai deal JSON, updated October 15, 2026)

$464,943 USDC

Sent by the payout wallet to 121 wallets that hold or have held the miniGPU token, in 2,859 transfers from July 15, 2025 to November 11, 2026, with a payment in every month. A further $155,939.56 went, from July 2026, in 126 transfers to one wallet that holds no token, including eleven daily payments of 1,262.351205 USDC in November 2026. The company's article puts distributions at $502,000 to September 2, 2026; USDC to holder wallets by that date was $434,726, and all USDC out of the wallet by that date was $515,497.

Compute Labs' reported distributions fall between the two on-chain totals. The public records reviewed leave the difference unexplained and do not establish what the other transfers paid for. (AltStreet Solana reads, every transaction parsed, derived; cash transfers that include return of capital, not a yield)

$154,500

Filed as sold to 3 investors by 'Compute Labs Apr 2026 a Series of CGF2021 LLC', a Sydecar-administered series signed by Sydecar's general manager; no Compute Labs person is named and the notice does not say what the series bought. AltStreet located no other Form D under the Compute Labs name. (Form D 0002130983-26-000001, filed April 28, 2026)

Six minimums

None ('For offerings on our website'), $2,500 per unit ('Retail Purchaser'), $10,000 ('Individual Investor'), $100,000 (off-site placements), $250,000 ('Institutional Investor') and '$500K minimum to invest', all live on the same day. (help center, contact and invest pages, November 12, 2026 UTC)

Site figures as captured on November 12, 2026 between 02:41 and 02:59 UTC; Wayback captures dated individually. The H200 actuals are the company's internal figures as of September 2, 2026, unaudited. Chain figures are AltStreet's read-only Solana reads on November 12, 2026 (derived); every successful transaction of the payout wallet from July 15, 2025 to November 11, 2026 was parsed (5,369). Recipients are classed as holder wallets if they hold the miniGPU token at the read or held it in a mint or staking transaction; AltStreet did not identify who owns any wallet. A chain read proves token balances, authorities and USDC transfers recorded on Solana; it does not prove that the GPUs exist, who owns them, what the SPV holds, what the operators pay or where the payer wallet's USDC comes from. Form D figures as reported on the notice. Percentages and per-unit figures on the company's numbers are AltStreet's arithmetic.

Visual Summary

Every yield figure, side by side

As shown on Compute Labs' pages on November 12, 2026 (UTC) unless dated otherwise, with the basis each page states. 'What it is' records what the page code or the company's own text shows, not a judgment of accuracy. The on-chain row is AltStreet's read (derived).

'57.36% APY'

Where and when

Home page hero, 'View Live Returns' link with a green dot

Stated basis

None stated; the link opens the invest page, which shows 48%

What it is

A number passed to the page by the server ('initialApy: 57.36'); source not visible

'48%' 'LIVE' 'Avg. APY'

Where and when

Home page stats strip; invest page and platform investor page ('Avg. APY 48% paid monthly')

Stated basis

'paid monthly'; no period, gross or net, or vault list

What it is

Fixed text in the site's translation file; the same strip read '40%' on June 29, 2026 (Wayback)

'58.3%' 'Live APY'

Where and when

platform.computelabs.ai, beside 'Target IRR 20%+' and 'Total Yield Distribution $450k+'

Stated basis

None stated

What it is

Fixed text in the JavaScript bundle; identical in the October 15, 2026 Wayback capture

'Potential Returns up to 60% APY'

Where and when

Contact page onboarding; with '85% GPU Utilization Rate' and '18 month Typical ROI Period'

Stated basis

None stated

What it is

Static text; the same in the August 14, 2025 Wayback capture

'the company provides 20-50% yields'

Where and when

Home page press section, an excerpt of a July 17, 2025 contributor article

Stated basis

None stated

What it is

A press excerpt the home page displays, written in the month the H200 vault began earning

'Estimated RWA Yield 30% APY'

Where and when

Invest page, January 18 to September 9, 2025 (Wayback), H200 GNFT

Stated basis

'Estimated'

What it is

The pre-launch estimate for the H200 vault

'Target IRR 20%+'

Where and when

Invest page, 'deal dependent'; help center: 'an internal mandate that the offer must project or estimate a 20% IRR'

Stated basis

Projection

What it is

An underwriting target

'Steady Market IRR 31.5%'

Where and when

H200 deal page, 'As of Oct 15, 2026'

Stated basis

'Estimated internal rate of return in a steady market scenario. Based on operator-provided inputs.'

What it is

Model output: $2.60 an hour, 80% utilization, 20% operator share, 0% fee, no debt, five years

'roughly 44% annualized'

Where and when

Company research article, September 15, 2026, actuals as of September 2, 2026

Stated basis

'cash distributed to owners, combining income and return of capital'

What it is

Internal, unaudited; $502,000 distributed on a $1.1 million fleet (45.6%, AltStreet's arithmetic) over about fourteen months

USDC sent by the payout wallet

Where and when

Solana, July 15, 2025 to November 11, 2026 (every transaction read)

Stated basis

AltStreet read, derived; cash transfers that include return of capital, not a yield

What it is

$464,943.23 to 121 holder wallets in 2,859 transfers, a payment in every month; $155,939.56 to one non-holder wallet from July 2026. To September 2, 2026: $434,726 to holders and $515,497 in all; the company's '$502,000 distributed to owners' falls between the two, the difference unexplained

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Quick Verdict

Is this platform right for you?

Compute Labs offers accredited investors a share of the rental income from specific data center GPUs, through a Solana token tied to an SPV the company manages, and it pays USDC to holders' wallets that anyone can read. For its one public vault it also publishes a model with its inputs and a dated, internal account of fourteen months of actuals that says plainly that distributions are not total returns.

Read the full assessment

What an investor cannot tell from the public record is what they own (title, membership or contract), who can sign for the address that can mint or freeze the token, who the operator, lender and insurer are, how the headline yields are computed, what base the company's own 55% and 44% use, and what the payments to a wallet that holds no token are. The headline figures (57.36%, 48%, 58.3%, up to 60%) carry no method; the company's own dated figure is 44% including return of capital, and its model is 31.5% before debt and fees. Exit is a one-year lockup with no redemption and no named venue.

Best for

  • Accredited investors who have read the subscription, SPV and hosting documents, accept company control of the SPV and the token, and treat the USDC as cash that includes return of capital on depreciating hardware.

Avoid if

  • You are comparing headline APYs.
  • You need an independent administrator, custodian or audit.
  • You may need the money back inside five years.
  • You cannot see the offering documents before committing.

Top strengths

  • USDC payouts to the holder's own wallet, readable on chain since July 2025.
  • A public model for the H200 deal with its inputs, and dated internal actuals with a stated distinction between distributions and total returns.
  • Specific, identified hardware per vault (GPU model, count, location) rather than a pooled loan book.
  • AltStreet located no regulatory action or court matter naming the company or its executives in the sources searched.

Key limitations

  • Headline yields with no stated method; two of them fixed text labeled 'LIVE'.
  • Internal, unaudited actuals whose 'approximately 55%' is 45.6% of the stated purchase price, with no base given.
  • One company address holds the mint and freeze authorities; the SPV is company-managed; no transfer agent, administrator or auditor named.
  • Senior lender, operator, insurer and SPV unnamed; offering documents sign-in only.
  • No redemption, a one-year lockup, no named secondary venue and no public end-of-term process.
  • Minimums and fees stated several ways, and contact page tiers ('without securities', 'Risk-free') that need confirming.

Quick Answers

What most investors want to know first

The highest-signal facts first: minimums, liquidity reality, K-1 timing, and whether distributions are actually part of the experience.

Liquidity

No venue named. The Risk Disclaimer: 'an active public market may not develop'. Token transfers between wallets on chain are not evidence of a market.

K-1 Timing

Not stated; whether a K-1, a 1099 or nothing is issued depends on the SPV's form and jurisdiction, which are not public.

Distributions

'after operators remit revenue and OpEx is deducted' (help center); the company made 'two catch-up payments to participants in autumn 2025 covering the ramp period'.

Overview

Platform Overview

A concise read on what the platform is, how the structure works, and where the practical friction shows up for real investors.

Compute Labs Inc. (footer and Terms of Use; a 2024 footer read 'Compute Labs Holdings Ltd. (2146440)'; a third-party SEC filing calls it 'a privately held California-based infrastructure startup'), launched in March 2024 by CEO Albert Zhang with Xingfan Xia (CTO) and Nikolay Filichkin (Chief Business Officer), sells two things. The first is GPU RWA Vaults: 'Compute Labs issues Regulation D securities backed by GPUs. Investors hold title to the hardware, while Compute Labs manages deployment, operations, and operator relationships' (help center).

Capital raised in a vault buys data center GPUs, which a hosting operator rents out; after hosting, energy and operator costs, 'net proceeds are split: 90% to investors, 10% to Compute Labs', paid in USDC to the holders of the vault's tokens on Solana, a GNFT per GPU or fractional miniGPU tokens. The one public vault is 32 NVIDIA H200 GPUs in Montreal, bought for $1.1 million in July 2025 and 'Earning'. The second, launched in October 2026, is the Financing Platform, 'The marketplace for GPU infrastructure financing, connecting operators with specialized capital', which lists six deals (one public, five 'Private' teasers from $19.8 million to $113 million) and where 'Committing capital is handled directly with the Compute Labs team rather than through the platform'. The company's 2024 pre-seed of $3 million was led by Protocol Labs (its own release); its GitBook describes a planned $AIFI token with a pre-seed allocation, and a miniGPU staking page pays 'Staking Points', not USDC.

One vault is public and earning (32 H200s, $1.1 million, Montreal); five deals from $19.8 million to $113 million are 'Private' teasers. The company published internal actuals for the H200 vault in September 2026. The headline yields on its pages have risen over the same period (30%, then up to 60%, 40%, 48%, 57.36% and 58.3%), each without a stated method.

What you hold

A Solana token (GNFT or fractional miniGPU) tied to GPUs that the help center says are 'bound to an SPV ... fully managed by Compute Labs'; title, rights and fees are set in a subscription agreement that is sign-in only.

Operator

Compute Labs Inc. (state of incorporation not established; 2024 footer 'Compute Labs Holdings Ltd. (2146440)'); CEO Albert Zhang; launched March 2024. Terms governed by BVI law, BVI IAC arbitration in Road Town, jury and class-action waivers.

Token control

One wallet address is mint authority and freeze authority of the miniGPU token; signing arrangements not public. Programs upgradeable; no published code audit located.

Who can buy

Accredited investors; certain non-US investors 'based on local regulations' (help center). The contact page also lists a 'Retail Purchaser' tier 'without securities' (to be confirmed).

Yield shown (Nov 12, 2026 UTC)

'57.36% APY' (home hero, server-supplied); '48%' 'LIVE' 'Avg. APY' (home, invest; fixed text); '58.3%' 'Live APY' (platform; fixed text); 'up to 60%' (contact); 31.5% 'Est. IRR' (H200 model).

Company actuals (H200)

$502,000 distributed through September 2, 2026 on a $1.1 million fleet; 'roughly 44% annualized', including return of capital; internal, unaudited.

Liquidity

1-year lockup for US investors, 6 months for others; no redemption right described; no secondary venue named; five-year term with no stated end-of-term process.

Reporting and audit

Wallet-connect dashboard and company research articles; no financial statements, audit or third-party revenue report located; offering documents sign-in only.

Visual Summary

Who can invest, minimums and fees, as each source states them

Each row is one Compute Labs source as captured on November 12, 2026 (UTC), quoted. The sources do not agree; which terms apply to a given vault is set in the subscription documents, which are sign-in only. Tiers on the contact page are recorded as the page states them and are questions to confirm, not findings.

Help center

Who can invest

'Currently, vaults are for accredited investors only'; certain non-US investors 'based on local regulations'

Minimum

'For offerings on our website, there is no minimum'; off-site private placements '$100,000 minimum'

Fee

'net proceeds are split: 90% to investors, 10% to Compute Labs' after operating expenses

Invest page and platform investor page

Who can invest

Not stated on the page

Minimum

'Check size $500K minimum to invest'

Fee

Not stated

Contact page: 'Institutional Investor'

Who can invest

'Own equity in our deployments with stable IRR'

Minimum

'Minimum investment: $250,000'

Fee

Not stated

Contact page: 'Individual Investor'

Who can invest

'Must be accredited (US investors)'; 'Tokenized GPU ownership'

Minimum

'Start from $10,000'

Fee

Not stated

Contact page: 'Retail Purchaser'

Who can invest

'Buy managed GPU units without securities'; 'Own physical GPU units'; 'Monthly payout'

Minimum

'Starting at $2,500 per unit'

Fee

Not stated

Contact page: 'Equipment Leasor'

Who can invest

'Risk-free returns through equipment leasing'; 'Fixed-rate returns on GPU leases'

Minimum

Not stated; 'Flexible terms: 12-60 months'

Fee

Not stated

GitBook business model

Who can invest

Not stated

Minimum

Not stated

Fee

'anchored in 10-15% of vault revenue, complemented by AUM-based management fees'

H200 deal model (JSON, October 15, 2026)

Who can invest

Not stated

Minimum

Not stated

Fee

Operator share 20%; Compute Labs fee 0%; operations fee 0%

Company research article (September 15, 2026)

Who can invest

'approximately 300 participants'

Minimum

Not stated

Fee

Platform fee 'taken before distribution', $11,371 through July 2026

Form D, CGF2021 series (April 28, 2026)

Who can invest

Rule 506(b); no non-accredited investors; 3 investors

Minimum

$0 on the notice

Fee

$4,500 'to cover fund organizational and operating expenses'; what the series holds not stated

Investor Operations

The practical questions investors actually care about: when tax documents arrive, how cash distributions work, and whether capital can be exited before the underlying asset is sold.

Tax Documents

K-1 Timing

What to expect

Not stated; whether a K-1, a 1099 or nothing is issued depends on the SPV's form and jurisdiction, which are not public.

Cash Flow

Distributions

Frequency

Monthly per the help center; on-chain transfers to holder wallets on ten of the eleven days from November 1 to 11, 2026 (derived).

Timing

'after operators remit revenue and OpEx is deducted' (help center); the company made 'two catch-up payments to participants in autumn 2025 covering the ramp period'.

Consistency

Payouts to holder wallets appear in every month from July 2025 to November 2026 on chain: $464,943.23 in 2,859 transfers to 121 wallets, plus $155,939.56 to one non-holder wallet from July 2026 (AltStreet reads, derived). The company's article reports $502,000 distributed through September 2, 2026 and says the figure includes return of capital.

Liquidity

Exit Reality

Holding period

1 year for US investors, 6 months for international investors (help center); five-year modeled term.

Exit options

  • Sell the token to an eligible buyer after the lockup, subject to the transfer restrictions and the freeze authority.
  • Hold to the end of the term; what happens then is not stated in public sources.

Secondary market

No venue named. The Risk Disclaimer: 'an active public market may not develop'. Token transfers between wallets on chain are not evidence of a market.

Investment Structures

GPU RWA Vaults (Regulation D securities per the help center; accredited and certain non-US investors)

Investor capital buys specific GPUs, each 'bound to an SPV (Special Purpose Vehicle) fully managed by Compute Labs' that contracts with the hosting operator; holders receive USDC from net rental revenue after a Compute Labs fee. Tokens on Solana: a GNFT per GPU (collection Hz8NpM...SqjL) or fractional miniGPU tokens (FmUhzr...kD4, supply 3,194.763637). One public vault: 32 NVIDIA H200s, Montreal, $1.1 million, 'Earning' since July 2025, five-year modeled term. 1-year US lockup; no redemption right described.

Financing Platform deals (debt and equity for GPU operators)

Six listings on November 12, 2026: the H200 vault and five 'Private' teasers (NVIDIA GB300 in Denmark, $19.8 million, 31.2% est. IRR; HGX B300 in Johannesburg, $101.5 million, 13.1% lender 'Total Yield'; HGX B300 in the United States, $26 million, 26.0%; HGX B300 in Ontario, $113 million, 14.4%; HGX B300 in Kuala Lumpur, $98.5 million, 14.4%, 'Under Contract'). 'Estimated returns are forward-looking projections. Not guaranteed.' Details 'are shared privately with approved investors'; operators, vehicles, minimums and fees are not public.

Compute Labs Apr 2026 a Series of CGF2021 LLC (Sydecar series; holding not stated)

A Delaware series of Sydecar's CGF2021 LLC that filed one Form D on April 28, 2026: $154,500 sold to 3 investors under Rule 506(b) and 3(c)(1), administered and signed by Sydecar. The notice does not say what it bought; it is recorded here because it carries the Compute Labs name, not as a known vault.

Risk

Risk Structure

This is where the marketplace pitch gives way to the actual operating reality: delayed exits, limited disclosure, fee drag, and path-dependent outcomes.

Claim

A token plus a subscription agreement tied to an SPV 'fully managed by Compute Labs'; the help center says the holder has 'legal title', the Risk Disclaimer says the Tokens have no rights beyond the unpublished White Paper. Which describes the holder's position is set in documents that are sign-in only.

Control

One wallet address holds the mint and freeze authorities of the miniGPU token; programs are upgradeable; the payout wallet and its funding wallet are company-controlled addresses whose signing arrangements are not public.

Leverage

The H200 vault's article describes a senior loan at about 15%, refinanced to 12% in April 2026; its lender, size and ranking against token holders are not public, and the deal's IRR model carries no debt.

Asset value

GPUs depreciate (21.7% a year in the model; 30% residual after five years in the help center); distributions include return of capital per the company; no independent valuation provider identified; end-of-term sale terms not public.

Operator

The H200 hosting operator is unnamed on the deal page; revenue depends on on-demand rental rates the model assumes fall 20% a year; the operator keeps 20% in the model.

Liquidity

1-year US lockup, no redemption, no named venue, a permissioned token with a freeze authority, five-year term.

Disclosure

Headline yields without a stated method; internal actuals whose 55% does not follow from the figures beside it; fees stated five ways; minimums six ways; offering documents sign-in only; no financial statements or audit located.

Disputes

BVI law and BVI IAC arbitration seated in Road Town, Tortola, with jury and class-action waivers (Terms ss.27 to 30); the vault documents may set other terms and were not seen.

Headline yields are not the holder's cash yield

The home page shows 57.36% and 48% with no method; the company's own dated figure for its one public vault is 44% annualized cash distributions that include return of capital, and its model shows 31.5% before debt and fees.

Why it matters

A buyer anchoring on the headline figure is comparing a number with no stated basis to an investment whose company-reported cash yield is lower and partly a return of the buyer's own capital on hardware that depreciates.

Mitigation / verification

Ask for the vault's monthly statements since July 2025 showing revenue, operator share, hosting, fee, debt service and distribution, and the method behind each headline figure; read the payout wallet's transfers on chain.

Concentrated control of the token and the cash

One address can mint more miniGPU tokens or freeze holders' accounts; payouts come from one company wallet funded by another; the SPV is 'fully managed by Compute Labs'.

Why it matters

A holder's position and income depend on the company's operational controls at every step, and there is no named transfer agent, trustee, administrator or custodian between the company and the holder in the sources read.

Mitigation / verification

Ask who can sign for the authority, payout and funding wallets, what policy governs minting and freezing, and whether an independent administrator or transfer agent maintains the register.

A senior lender and an unnamed operator sit ahead of the holder

The company's article describes a senior loan financing part of the H200 fleet; the operator keeps a share of revenue; neither is named, and the IRR model includes neither the loan nor the fee.

Why it matters

If rental rates fall faster than modeled or the operator underperforms, debt service and operator costs come out before distributions, and a lender with security over the GPUs could rank ahead of holders on a sale.

Mitigation / verification

Ask for the loan agreement's ranking and security, the operator and hosting agreement, and a model run with the actual loan and fee.

Getting out depends on terms that are not public

No redemption right, a one-year lockup, no named secondary venue, a freeze authority and no public end-of-term process.

Why it matters

A holder's exit is a sale to another eligible buyer the company approves, or whatever the subscription documents say happens after five years.

Mitigation / verification

Read the transfer restrictions and end-of-term provisions in the subscription and SPV documents before investing; ask whether any holder has sold a vault token and how.

Offering terms that need confirming

The contact page's 'Retail Purchaser ... without securities' and 'Equipment Leasor: Risk-free returns' tiers, and six published minimums, sit beside a help center that says the vaults are Regulation D securities for accredited investors.

Why it matters

A prospective investor cannot tell from the public pages which product, exemption and minimum apply to them.

Mitigation / verification

Ask Compute Labs and your own counsel which offering you would be buying, under what exemption, with what documents, before relying on any tier description.

ASRisk signals to watch

  • The miniGPU mint: any change in supply, any frozen account, or a change of the mint or freeze authority address.
  • The payout wallet: a break in payouts to holder wallets, a change in the daily 1,958.917252 USDC inflow or 1,262.351205 USDC outflow pattern, or new recipients that hold no token.
  • Changes to the home page's 57.36% and 48% figures and the platform page's 58.3%, and any page that states their method.
  • A Form D or other notice for a vault, or an amendment to the CGF2021 series notice that states what it holds.
  • A new research article with H200 actuals after September 2, 2026, any statement of the senior loan's terms, or a sale of the H200 fleet.
  • Changes to the contact page's 'Retail Purchaser' and 'Equipment Leasor' tiers or the help center's eligibility and fee answers.

Regulatory & Legal Posture

Security Status

The help center says 'Compute Labs issues Regulation D securities backed by GPUs' and that vaults are 'for accredited investors only'; Terms s.3.2 also lists qualified purchasers, institutional investors and 'non-U.S. persons'. AltStreet located no Form D for any vault; the one Form D under the Compute Labs name is a Sydecar series (Rule 506(b), 3(c)(1)) whose holding is not stated. Compute Labs Inc. does not appear in FINRA BrokerCheck or SEC IAPD.

One series' exemption does not speak for other vaults: they may be offered under Regulation S, under 506(b) before or without a notice in the names searched, or through vehicles whose names do not mention Compute Labs. Public marketing of yields beside a 506(b) exemption on the one notice, the contact page's 'Retail Purchaser ... without securities' tier and the Financing Platform's role in arranging deals are questions for the company and counsel, not findings; AltStreet does not decide them. The practical consequence for an investor is that the offering memorandum, subscription agreement and SPV documents exist only behind sign-in, and no filing describes the vaults.

  • Enforcement: AltStreet located no SEC, FINRA or state regulatory action, and no NASAA or state investor alert, naming Compute Labs, Compute Labs Inc., Albert Zhang, Xingfan Xia, Nikolay Filichkin, Warren Hosseinion Jr. or CIK 2130983 in the sources searched (November 12, 2026): BrokerCheck and IAPD (no firm record; no executive matched a registered person), the FinCEN MSB registrant list (no Compute Labs or Sydecar row), USPTO (no mark) and web search over SEC, state and NASAA terms. Limitation: the SEC's litigation-release and administrative-proceeding pages ignore a scripted search parameter, state securities regulators' order databases were queried by web search only, and NMLS returned a block page.
  • Courts: AltStreet located no federal docket or opinion naming Compute Labs or its executives on CourtListener (RECAP and opinions, 9 searches, November 12, 2026). Three RECAP hits for 'CGF2021' concern other Sydecar series (East Park Technologies v. Beyond Alpha Ventures, S.D.N.Y. 1:26-cv-02390; the FTX and Engineer.ai bankruptcies) and do not concern Compute Labs. State courts and BVI arbitration are not covered by that search; the Terms send disputes to BVI arbitration, which is not public.
  • EDGAR: one notice under the Compute Labs name, 'Compute Labs Apr 2026 a Series of CGF2021 LLC' (CIK 2130983, file 021-582072, accession 0002130983-26-000001, filed April 28, 2026), no amendment through November 12, 2026. Of 21 EDGAR full-text hits for 'Compute Labs', the other 20 are filings of Black Hawk Acquisition Corp., Vesicor Therapeutics, Robinhood Ventures Fund II (a portfolio holding named 'Cumulus Compute Labs Corporation', a different company) and Voyager Acquisition Corp. II.
  • Entities: Compute Labs Inc.'s state of incorporation was not established (Delaware ICIS needs a captcha, California bizfile blocked the request, no public BVI search); UK Companies House shows no Compute Labs company. The notice address in the Terms is email only ([email protected]).

Disclosure Quality

The company publishes more about one vault than the help center's sign-in rule suggests: a public deal model with its inputs, dated internal actuals with a stated distinction between distributions and total returns, and a payout wallet whose transfers can be read. Against that: headline yields with no method, two of them fixed text labeled 'LIVE'; internal actuals that state no base for their 55% and 44%; fees and minimums stated several ways; a help center that names the wrong blockchain; no named operator, SPV, lender, insurer or transfer agent; and no financial statements or audit located.

Custody Model

GPUs held by SPVs 'fully managed by Compute Labs' at an unnamed hosting operator (H200 vault: Montreal, Canada); tokens self-custodied in holders' Solana wallets, with the mint and freeze authorities held by one company address; USDC payouts from a company wallet (CLycV1...m9wH) funded by another (CLtrLz...rWi).

Regulatory Backing

None named. No transfer agent, administrator, custodian or auditor named for any vault in the sources read; Sydecar LLC is administrator of the one CGF2021 series only.

Tax Treatment

Reporting

Not stated in any public source read.

Not stated.

Income Character

Questions to put to the firm and a tax adviser

The help center says 'Depreciating the asset provides a tax shield that reduces taxable income and can improve IRR' and that 'Depreciation: Creates tax benefits on the balance sheet'; the H200 model carries a 25% tax rate and depreciation for 'both' the investor and the company. These are the company's statements. Whether a holder receives a Schedule K-1 from an SPV taxed as a partnership, a Form 1099, or nothing from an offshore entity; whether USDC distributions are rental income, partnership income or return of capital; who claims depreciation on the GPUs; and how a sale of the token or the GPUs is taxed all depend on the SPV's form and jurisdiction, which are not public.

Limitation

AltStreet is not a tax adviser. No subscription agreement, SPV agreement or tax statement was reviewed.

Special Considerations

  • USDC received is valued in dollars at receipt; a holder will need records of each transfer, which the chain provides but the company's tax reporting, if any, may not match.
  • Depreciation benefits described by the company accrue to whoever is the tax owner of the GPUs; ask whether that is the holder, the SPV or Compute Labs.
  • Non-US holders and the BVI governing law raise withholding and reporting questions the public sources do not address.

Account Suitability

Taxable

Not stated.

Roth IRA

Not addressed; a self-directed custodian would have to hold a Solana token and the subscription.

Traditional IRA

Not addressed.

HSA

Not addressed.

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AS

AltStreet Data Layer

What the data actually shows

The company's yield figures, its own dated actuals, its deal model and the chain each measure something different; the company's figure with a stated cash basis sits below the headline figures and includes return of capital, and the chain shows a large daily payment to a wallet that holds no token.

Finding

Four headline figures, no stated method

'57.36% APY', '48%' 'LIVE' 'Avg. APY', '58.3%' 'Live APY' and 'up to 60%' were live on November 12, 2026 (UTC) with no method; the 48% and 58.3% are fixed text in the code. The company's article gives the one stated basis: 44% annualized cash distributions including return of capital.

What this means

The figures could not be matched to a report date and method; a buyer should compare the 44% and the chain, not the hero.

Finding

45.6% of the purchase price, reported as 55%

$502,000 is 45.6% of the $1.1 million purchase price, against the article's 'approximately 55%' (AltStreet's arithmetic); the article's 44% annualized includes return of capital by its own account.

What this means

The base and period behind the company's 44% are not shown; ask before relying on it.

Warning

Model without the loan

The H200 IRR of 31.5% assumes no debt and a 0% Compute Labs fee; the company says a senior loan at about 15%, then 12%, financed part of the fleet.

What this means

The published IRR is not the holder's position after debt service and fees.

Finding

'$502,000 distributed' sits between two on-chain totals

USDC sent by the payout wallet to wallets that hold or held the miniGPU token, July 15, 2025 to September 2, 2026, was $434,726.41 (AltStreet Solana reads, every transaction parsed, derived); the company's September 15, 2026 article says '$502,000 distributed to owners' as of September 2. All USDC out of the wallet by that date, including $80,771 to a wallet that holds no token, was $515,497.03.

What this means

Compute Labs' reported distributions fall between the two on-chain totals. The public records reviewed leave the difference unexplained and do not establish what the other transfers paid for. The article does not say what the non-holder wallet is or whether anything was paid off chain.

Notable

$155,940 to one non-holder wallet since July 2026

From November 1 to 11, 2026, 13,885.86 of the 22,798.56 USDC that left the payout wallet went to one wallet that holds no miniGPU token, in eleven payments of 1,262.351205 USDC, each in the same minute as a 1,958.917252 USDC inflow (AltStreet Solana reads, derived).

What this means

The chain records the payment, not its purpose; what share of cash reaches holders is an open question.

Warning

Mint and freeze with one address

The miniGPU mint names the same address as mint authority and freeze authority; 148 holder accounts, the largest 36.4% of supply.

What this means

Supply and transferability depend on an address whose signing arrangements are not public.

Notable

One Form D, not the vault

The only Form D under the Compute Labs name is a Sydecar series filed for $154,500 sold to 3 investors (April 28, 2026), signed by Sydecar, holding not stated.

What this means

The vaults' offering record is not on EDGAR in the names searched; that is a finding about notices, not about how the vaults were offered.

Data as of 2026-11-12 . AltStreet review evidence layer . Public-source analysis

Full dataset

Decision Fit

Investor Fit

Who this works for, who it does not, and what level of patience and complexity tolerance the platform really demands.

Accredited investors who want exposure to GPU rental income and have read the subscription and SPV documents

~Neutral Fit

The company publishes a model and dated actuals for one vault and pays USDC that can be read on chain; the holder still relies on the company for the SPV, the operator, the token's authorities and every figure behind the payouts, and receives cash that includes return of capital on depreciating hardware.

Investors comparing headline yields across platforms

xPoor Fit

The 57.36%, 48% and 58.3% figures state no method; the company's own dated figure (44%) includes return of capital, and its model (31.5%) excludes debt and fees.

Investors who may need their money back before five years

xPoor Fit

One-year lockup, no redemption right, no named secondary venue and no public end-of-term process.

Tradeoffs

Key Tradeoffs

The attraction of pre-IPO access is real, but every benefit comes bundled with a corresponding liquidity, transparency, or pricing cost.

1

Yield

Headline figures without a method; the company's own figure includes return of capital; debt service, operator share and fees come first.

2

Transparency

Actuals with no stated base for 55% and 44%, fees and minimums stated several ways, documents behind sign-in, no audit located.

3

Structure

The SPV is 'fully managed by Compute Labs'; the token's mint and freeze authorities sit with one company address; the SPV's documents are not public.

4

Liquidity

No redemption, no named venue, a freeze authority and a five-year term with no stated end.

Avoid

Who This Is Not For

This section should be read as a filter, not an afterthought. If you need income, simplicity, or near-term access to capital, the structure is working against you.

Anyone who reads '57.36% APY' as the return they will earn

The figure states no basis; the company's own dated cash figure for its one public vault is lower and includes return of capital.

Investors who need independent administration or custody

The SPV is managed by the company, payouts come from company wallets, the token's authorities sit with one company address, and no administrator, transfer agent or auditor is named.

Editorial View

AltStreet Perspective

The compressed version of the review: what matters, what marketing tends to obscure, and how we would frame the platform for a serious allocator.

Verdict

Compute Labs sells a real thing, GPUs that rent for cash, and it shows the cash moving. The hard part is everything between the GPU and the wallet: an SPV the company manages, an operator it does not name, a lender that ranks somewhere, a fee stated five ways, a token it can mint or freeze, and headline yields with no method beside its own lower, dated figure that includes return of capital. The company's September 2026 article is the one document that states a basis for its cash figures, and it leaves the base behind its 55% and 44% unstated.

Positioning

Against USD.AI, which lends to GPU operators with loans recorded on chain and monthly redemption windows, Compute Labs offers ownership-style exposure to named hardware with no redemption. Against GAIB, whose loans exist only as off-chain records, it shows more for one deal (a model, actuals and a readable payout wallet) and less about getting out. Against Aethir, it pays in USDC rather than a token. The advantages are identified hardware, on-chain cash payouts and dated internal actuals. The unresolved questions are what the holder owns, who controls the token's authorities, how the headline yields are computed, what base the company's 55% and 44% use, who the lender, operator and insurer are, what the daily 1,262.351205 USDC payments are, what the CGF2021 series holds, and what the contact page's 'Retail Purchaser' and 'Equipment Leasor' tiers are.

The Bottom Line

A Solana token on GPUs in a company-managed SPV, paying USDC you can see on chain, with headline yields above the company's own dated figure and the documents that define what you own behind sign-in.

Action

Next Steps

If you still want to engage after reading the review, these are the practical next moves that reduce avoidable mistakes.

1

Ask for the subscription agreement, the SPV's operating agreement, the hosting agreement and the PPM before committing, and read the sections on title, transfer restrictions, fees, debt ranking and the end of the term.

2

Ask how '57.36% APY', '48%' and '58.3%' are computed, and for the H200 vault's monthly statements since July 2025 with revenue, operator share, hosting, fee, debt service and distribution.

3

Ask who can sign for the miniGPU mint and freeze authority address, the payout wallet and the funding wallet, and whether any account has been frozen.

4

Ask who receives the daily 1,262.351205 USDC payments and what they are.

5

Read the payout wallet (CLycV1whpEdB8qsqFS1WphRhEGwi3mTbdxW5GWexm9wH) on a Solana explorer, and check full addresses before sending anything: lookalike addresses are active around it.

6

Ask which offering, exemption and minimum apply to you, and what the contact page's 'Retail Purchaser' and 'Equipment Leasor' tiers are, with your own counsel.

7

Ask a tax adviser how distributions, depreciation and a sale would be reported once the SPV's form and jurisdiction are known.

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Appendix

Sources, Disclosures, and Supporting Context

The lower section is structured like a report appendix: relationship context first, adjacent reading second, and evidence last.

Report Appendix

Disclosure

Relationship and compensation context

+
Relationship Disclosure: AltStreet has no financial relationship with Compute Labs Inc., its affiliates, its vault SPVs, Sydecar or any Financing Platform counterparty, holds no vault token, miniGPU, GNFT or other interest, did not contact the company and received no compensation for this review. AltStreet did not create an account, connect a wallet, request deal access or invest.
Represent this platform? How to dispute or correct this review.

Report Appendix

Related Resources

Adjacent platform comparisons, frameworks, and category links

+

Further Reading

Related Resources

Adjacent frameworks and reviews that help place the platform in a broader allocation or due-diligence context.

Similar Platform Reviews

  • USD.AI Review

    GPU loans recorded on chain, a PYUSD-backed dollar token and monthly redemption windows.

  • GAIB Review

    GPU loans held as off-chain records, an operator-set exchange rate and GPU node rounds.

  • Aethir Review

    A decentralized GPU cloud whose rewards are paid in its own token.

  • EquityBee Review

    Another sponsor's SPVs filed as series of Sydecar's CGF2021 LLC.

Report Appendix

Evidence & Methodology

59 cited passages on file; sources, scope, and how the review was assembled

+

Evidence on file

59 supporting passages on file for Compute Labs and its offerings from 25 source documents, 28 discrepancies flagged. Each passage records the metric it supports, the value read from the document, the page, and the verbatim text where the document has it. Terminal subscribers read the passages; open them in the terminal.

Cited passages
59
Source documents
25
Analyst verified
0
Discrepancies flagged
28

ASReview Evidence

Data as of2026-11-12

Methodology

Firecrawl captures and direct requests of www.computelabs.ai, platform.computelabs.ai and dashboard.computelabs.ai (November 12, 2026, 02:41 to 02:59 UTC), the help center's full export, the GitBook, the legal pages and PDFs, the public H200 deal JSON, page payloads and JavaScript bundles; Wayback captures from April 2024 to October 2026; read-only Solana reads of the GNFT and staking programs, the miniGPU mint and holders, and the payout wallet (every successful transaction parsed, July 15, 2025 to November 11, 2026); the Form D XML for CIK 2130983, EDGAR full-text search and two SPAC filings; CourtListener, BrokerCheck, IAPD, FinCEN, USPTO, UK Companies House and web search. AltStreet had no account and did not see the subscription agreement, SPV or hosting agreements, PPM, White Paper, investor dashboard data or the five private deals.

Scope

Compute Labs Inc., its GPU RWA Vaults (the H200 vault in detail), its Solana tokens and payout wallets, the Financing Platform's public listings, and the CGF2021 series under its name. Not obtained: any offering or SPV document, financial statements, the senior loan's terms, the operator and hosting agreements, the insurance policy, the incorporation record, NMLS and state regulators' order databases.

Key Findings

  • *Help center: 'Each GPU is bound to an SPV (Special Purpose Vehicle) fully managed by Compute Labs.'
  • *Chain: the miniGPU mint's mint authority and freeze authority are the same address, eavGSzu3G3NuhgasxRe7haup1hWdcbEaVBTFGiWjjC4.
  • *Home page: '57.36% APY' (server value) and '48%' 'LIVE' 'Avg. APY' (fixed text), same day.
  • *Company article: 'The 44% figure is cash distributed to owners, combining income and return of capital.'
  • *Company article: '$502,000 has been distributed to owners, approximately 55% of the fleet's original purchase price' ($502,000 / $1,100,000 = 45.6%, AltStreet's arithmetic).
  • *Deal page: 'This deal was originally modeled without debt, so we keep it as is even though a portion was financed later in the project.'
  • *Contact page: 'Retail Purchaser: Buy managed GPU units without securities'; help center: 'Currently, vaults are for accredited investors only'.
  • *Form D 0002130983-26-000001: $154,500 sold, 3 investors, signed by Sydecar's general manager.

Primary Source Pages

www.computelabs.ai/en home page (November 12, 2026, 02:41 UTC): 'Fund the Next AI Factory'; hero 'View Live Returns' with '57.36% APY' (page payload 'initialApy: 57.36'); stats strip '48%' 'LIVE' 'Avg. APY', '100+ Active Partners', '80+ Deals underwritten' (translation file: 'stats':{'apy':{'value':'48%','label':'Avg. APY'}}); press card 'the company provides 20-50% yields'; 'Incubated by NVIDIA Inception VC Alliance'; 'We're Funding AI Infrastructure Through Private Placement'.
www.computelabs.ai/en/invest: 'Avg. APY 48% paid monthly'; 'Deals underwritten 80+'; 'Check size $500K minimum to invest'; 'Target IRR 20%+' 'deal dependent'; H200 card 'Est. IRR 31.5%', '$850K committed', 'Target $1.1M', 'only 23% left'.
platform.computelabs.ai/en: 'Live APY 58.3%', 'Target IRR 20%+', 'Total Yield Distribution $450k+' (JavaScript bundle: stats liveApy '58.3%', targetIrr '20%+', yieldDistribution '$450k+'; identical in the Wayback capture of October 15, 2026).
www.computelabs.ai/en/contact: 'Potential Returns up to 60% APY'; 'Up to 60% Annual Returns'; 'Institutional Investor ... Minimum investment: $250,000'; 'Equipment Leasor: Risk-free returns through equipment leasing'; 'Individual Investor ... Start from $10,000 ... Must be accredited (US investors)'; 'Retail Purchaser: Buy managed GPU units without securities ... Starting at $2,500 per unit' (same text in the Wayback capture of August 14, 2025).
platform.computelabs.ai/en/deals and /deals/nvidia-h200-4-servers-32-gpus with the JSON at /api/financing/deals/nvidia-h200-4-servers-32-gpus: six listings; 'Estimated returns are forward-looking projections. Not guaranteed.'; H200: 'Submitted Aug 15, 2025', 'Annual Revenue $583.1K', 'EBITDA $535.1K', 'Utilization Rate 80%', 'Steady Market IRR 31.5%', 'Investment Term 5yrs', 'As of Oct 15, 2026'; inputs baseHourlyRate 2.6, utilizationRate 80, onDemandReductionPercent 20, operatorSharePercent 20, clFeePercent 0, loanAmount 0, clCommittedAmount 250,000, committedInvestment 850,000, operator_name null.
www.computelabs.ai/research/thirty-two-h200s-fourteen-months-what-the-actuals-show (September 15, 2026, updated September 21): '$619,022 in revenue, net of hosting, power, and marketplace fees'; '$611,290 has been earned and $502,000 has been distributed to owners, approximately 55% of the fleet's original purchase price'; 'Distributions have averaged roughly 44% annualized'; 'The 44% figure is cash distributed to owners, combining income and return of capital'; 'Our senior facility was priced at approximately 15%'; 'In April 2026, after eight months of payments, we refinanced at 12%'; 'Our platform fee, taken before distribution, totals $11,371 through July 2026'; chart 'MONTHS REPORTED 13', 'TOTAL ACTUAL REVENUE $573K', 'PAID TO INVESTORS $502K'.
help.computelabs.ai (full export, November 12, 2026): what-does-compute-labs-do ('Compute Labs issues Regulation D securities backed by GPUs'); who-holds-title; gpu-ownership-rights; compute-labs-default; vault-investment-eligibility ('Currently, vaults are for accredited investors only'); minimum-investment; investor-returns and glossary ('90% to investors, 10% to Compute Labs'); payment-schedule ('Distributions are made monthly'); investment-liquidity ('After the 1-year Reg D lockup for US investors, NFTs may be sold in secondary markets'); custody-insurance; tax-benefits ('depreciated to 30% residual value over 5 years'); gnfts-minigpu-tokens-explained ('Tokens are implemented on Ethereum with Layer 2 scaling solutions'); investor-dashboard ('Avg. APY: Actual annual yield where actuals exist; otherwise the projected figure weighted by investment').
Terms of Use, Privacy Policy and Risk Disclaimer (Compute Labs Inc., 'Last Updated: October 13, 2026'): Terms s.3.2 eligible persons; s.19 'there may be no public or secondary market'; s.27 'governed by the laws of the British Virgin Islands'; s.29 BVI IAC arbitration, seat Road Town; s.30 jury and class-action waivers. Disclaimer: 'the Token has been designed as a permissioned token'; 'an SEC-registered transfer agent'; 'There is a high risk that a token holder could lose his/her entire contribution amount'; 'Tokens are Non-Refundable'; 'no promise of continuing payments'.
Solana mainnet, read-only RPC, November 12, 2026: GNFT program 137Rp2WzBZRgpmXEDSf4op757YrqRypf66Z8aH9TQAQ3; GNFT collection Hz8NpMUk6wFmQ1eXHLfpWoDDHVbgjEAxDcMmVAZSKqjL; miniGPU mint FmUhzrXrH26LoT9MbKxUUwLhExHUeQqdVcKWU2UN3kD4 (supply 3,194.763637; mint and freeze authority eavGSzu3G3NuhgasxRe7haup1hWdcbEaVBTFGiWjjC4; 148 holder accounts, none frozen); staking program E6c4khNvvQEmWGWkVbogjk5t1ntN532jfpnhJReZgp6p (vault 342.527285); payout wallet CLycV1whpEdB8qsqFS1WphRhEGwi3mTbdxW5GWexm9wH (5,400 signatures, July 15, 2025 to November 11, 2026); funding wallet CLtrLzsCkqQVqQ4vWUJHc9s7Ys5yLJu9ddjfxS8y3rWi; recipient 65fhcXoRRVtg5ymWskWYZdg9AGpV7BmgK8TJgnyUK6Zj (1,262.351205 USDC daily, November 1 to 11, 2026).
Form D 0002130983-26-000001 (filed April 28, 2026): 'Compute Labs Apr 2026 a Series of CGF2021 LLC'; Pooled Investment Fund, Venture Capital Fund; 06b, 3C, 3C.1; first sale 2026-04-24; offering and sold $154,500; 3 investors; related persons Sydecar LLC ('Administrator of the Issuer') and Brett Sagan; signed 'General Manager of Sydecar LLC, a Manager of the Applicant'.
Voyager Acquisition Corp. II S-1, 0001829126-26-002248 (March 13, 2026): 'Mr. Hosseinion has been the head of growth at Compute Labs, an AI-focused company, since November 2024'. Black Hawk Acquisition Corp. 424B4, 0001829126-26-010292 (September 22, 2026): 'worked part-time from time to time providing consulting services for business growth for Compute Labs Inc.'; 'Part-time strategy consultant'.
Wayback Machine: home 2024-07-21 ('GPU Restaking'); 2024-11-12 footer 'Compute Labs Holdings Ltd. (2146440)'; /invest 2025-01-18, 2025-07-12, 2025-09-09 ('Estimated RWA Yield 30% APY'); /en/contact 2025-08-14 ('up to 60% APY'); /en home 2026-06-29 ('40%' 'LIVE' 'Avg. APY'); platform.computelabs.ai/en 2026-10-15 ('Live APY 58.3%').

Comparable Platforms

  • USD.AI

    GPU loans recorded on chain, reserve verified on chain, monthly redemption windows.

  • GAIB

    GPU loans as off-chain records, operator-set exchange rate, 10% fee on GPU node rounds.

  • Aethir

    A decentralized GPU cloud whose rewards are paid in its own token.

  • EquityBee

    SPVs filed as series of Sydecar's CGF2021 LLC.

FAQ

Frequently Asked Questions

High-intent search questions answered directly, without making users hunt through the full review.

Q

Is Compute Labs legit?

Compute Labs Inc. is an operating company launched in March 2024, with a $3 million pre-seed led by Protocol Labs (its own July 2024 release), a public vault of 32 NVIDIA H200 GPUs that its own account says has paid $502,000 to owners through September 2, 2026, and a payout wallet on Solana whose USDC transfers to holders can be read on chain since July 2025. AltStreet located no SEC, FINRA or state regulatory action and no federal court matter naming the company or its executives in the sources searched (November 12, 2026), with the limits that state regulators' order databases were searched by web only and disputes under its Terms go to private BVI arbitration. It is not registered with FINRA or the SEC as a broker-dealer or adviser. Legit is not the same as low risk: the holder relies on a company-managed SPV, a token whose mint and freeze authorities sit with one company address, unnamed operator, lender and insurer, and documents that are sign-in only, and the headline yields on its pages state no method.

Q

What yield does Compute Labs pay?

The pages show several figures on the same day, November 12, 2026 (UTC): '57.36% APY' in the home page hero (no basis stated), '48%' 'LIVE' 'Avg. APY' lower on the home page and on the invest page, '58.3%' 'Live APY' on the platform page and 'up to 60%' on the contact page; the 48% and 58.3% are fixed text in the site's code, and none states a period, a gross or net basis or the vaults it covers. The one figure with a stated basis is the company's own for its H200 vault: distributions 'averaged roughly 44% annualized' through September 2, 2026, which it says is 'cash distributed to owners, combining income and return of capital' and 'should not be perceived as a run rate'. The deal's 'Steady Market IRR' of 31.5% is a model that assumes no debt and no Compute Labs fee. Because the GPUs depreciate, part of any distribution is your own capital coming back; the documents read do not split income from return of capital.

Q

What do I actually own when I invest in a Compute Labs GPU vault?

A token in your Solana wallet (a GNFT for a whole GPU or fractional miniGPU tokens) and whatever the subscription agreement gives you. The help center says 'You, the investor, hold legal title. Each GPU is bound to an SPV (Special Purpose Vehicle) fully managed by Compute Labs' and that 'Even if Compute Labs ceases operations, the GPU remains the property of the NFT holder'; the Risk Disclaimer says the Tokens have no rights beyond those in a White Paper that is not published. The SPV's name, jurisdiction and operating agreement, the hosting agreement and the subscription agreement are sign-in only, so whether you own a GPU, a membership interest in the SPV or a revenue contract is something to read in those documents before investing. On chain, one company address can mint more miniGPU tokens and freeze holders' accounts.

Q

What is the minimum investment at Compute Labs?

The company's pages give six answers on the same day: no minimum 'For offerings on our website' and $100,000 for off-site private placements (help center); '$500K minimum to invest' (invest page); $250,000 for an 'Institutional Investor', $10,000 for an accredited 'Individual Investor' and 'Starting at $2,500 per unit' for a 'Retail Purchaser' (contact page). The help center says vaults are 'for accredited investors only', with certain non-US investors admitted 'based on local regulations'. Which minimum applies to a given vault is set in its offering documents; ask before relying on any of them.

Q

What fees does Compute Labs charge?

The sources disagree. The help center: after hosting, energy, rent and operator costs, 'net proceeds are split: 90% to investors, 10% to Compute Labs'. The GitBook: '10-15% of vault revenue, complemented by AUM-based management fees'. The H200 deal model: a 0% Compute Labs fee and a 20% operator share. The company's article on the H200 vault: a platform fee 'taken before distribution' of $11,371 through July 2026, Before any of these, the operator's share, hosting, power and marketplace fees are deducted, and on the H200 vault a senior loan at about 15%, refinanced to 12%, is paid. No AUM fee rate, carry or end-of-term fee is published.

Q

How do I get my money out of Compute Labs?

There is no redemption right in any source read. US investors are locked up for a year ('After the 1-year Reg D lockup for US investors, NFTs may be sold in secondary markets'), international investors for up to six months; after that, a holder can try to sell the token to another eligible buyer, subject to the transfer restrictions in the documents and to a freeze authority held by one company address. No secondary venue is named, and the Risk Disclaimer says 'an active public market may not develop'. The H200 deal is modeled over five years, and nothing public says what happens at the end of the term.

Q

Who holds the GPUs, and who operates them?

Per the help center, each GPU is held by an SPV 'fully managed by Compute Labs' that 'contracts with the operator managing the hardware', and the GPUs are hosted in contracted data centers and 'insured against fire, theft, and other physical risks'. For the H200 vault the deal page gives Montreal, Canada; the operator's name is blank in the deal data, the company's article says only 'a hosting partner', and no insurer is named. The SPV, the hosting agreement and the insurance policy are not public.

Q

Can I check Compute Labs' payouts on chain?

Yes, the transfers. The dashboard's code names the payout wallet CLycV1whpEdB8qsqFS1WphRhEGwi3mTbdxW5GWexm9wH; it has sent USDC to holder wallets since July 15, 2025. Through November 11, 2026 it sent $464,943 to 121 wallets that hold or held the token and $155,940, from July 2026, to one wallet that holds no vault token, including eleven daily payments of 1,262.351205 USDC in November (AltStreet reads of every transaction, derived); the sources read do not say what those payments are. The company's '$502,000 distributed to owners' as of September 2, 2026 falls between the $434,726 sent to holder wallets and the $515,497 sent in all by that date. A chain read shows the transfers, not where the funding wallet's USDC comes from or whether it is GPU rent, so it does not reconcile the payouts to the vault's revenue. Check full addresses: lookalike addresses send dust to the payout wallet, a common scam pattern.

Q

How are Compute Labs vault distributions taxed?

Not stated in any public source read. The help center says depreciation 'provides a tax shield that reduces taxable income', and the H200 model allocates depreciation to 'both' the investor and the company. Whether you receive a K-1, a 1099 or nothing, whether distributions are rental income, partnership income or return of capital, and who claims depreciation depend on the SPV's form and jurisdiction, which are not public; ask the company and a tax adviser.