Exascale Labs
TerminatedTechnology · AI Infrastructure / GPU-as-a-Service (asset-light neocloud) · Houston, United States · founded 2022 · 10 employees
- What it is
- Asset-light GPU compute reseller/aggregator. Buys or reserves GPU capacity from third-party data centres and resells it as reserved/on-demand GaaS; layers on cluster management and optimization services for AIDC operators. Owns no core hardware, so gross margin is structurally thin (~16%). Secondary (pre-revenue) hardware lines: modular data centres, liquid cooling, HVDC power, energy storage.
- What it’s doing now
- Merging with D. Boral Acquisition I Corp. (DBCA) — terminated, announced Jul 1, 2026.
- What you should know
- The deal carries a $5M minimum-cash condition — heavy redemptions can break it.
The business, per its filings
SEC primaryExascale Labs is an asset-light, software-defined AI infrastructure provider. Its revenue-generating business is GPU-as-a-Service (GaaS): it resells reserved and on-demand access to high-performance GPU compute that it sources from THIRD-PARTY data centers (it owns no core hardware), plus GPU cluster management and optimization services for AI data centre operators. It also markets modular data centre, high-density liquid cooling, HVDC power and energy-storage designs, but the filing states these have NOT YET GENERATED ANY REVENUE. Exascale IS revenue-generating - $7.0m in FY2025 and $10.6m in the nine months to 31 March 2026 - but it is a very small, loss-making, thin-margin reseller: gross margin is only ~16%, it has 10 full-time employees (4 in the US, 6 remote in Singapore), and it has negative shareholders' equity of $(20.9)m against a $500m deal value. It has never been profitable, with an accumulated deficit of $21.1m at 31 March 2026.
| Revenue | $13.1M (LTM 3/31/2026) |
| Gross margin | 15.7% |
| Cash | $1M |
| Book value | $-20.9M |
Source: DEFM14A, accession 0001829126-26-007326 · as of Mar 31, 2026 · extraction confidence: high
What the company says about itself
Web research — not auditedExascale Labs: The Next-Generation AI Infrastructure Provider
FINDING, not a conflict to reconcile: exascalelabs.ai returned essentially NO substantive content on three separate fetches (root, /about, www). The only retrievable text was the single headline 'Exascale Labs: The Next-Generation AI Infrastructure Provider' - verbatim the same phrase used in the DEFM14A. No product pages, no customer logos, no team page, no locations, no pricing. For a company being valued at $500m as an AI infrastructure provider, the public web presence is a marketing placeholder (likely a JS-rendered shell). Nothing on the site contradicts the filings; there is simply nothing on the site.
Source: https://www.exascalelabs.ai · captured Aug 14, 2026 · marketing claims are reported as claims, never merged into the filed figures above.
The deal it’s entering
Exascale Labs is merging with D. Boral Acquisition I Corp. (DBCA), a $288M SPAC currently marked Deal terminated and trading at $10.02 against $10.14 in trust per share.
| Headline equity value | — |
| Minimum cash to close | $5M |
Structure per SEC accession(s) 0001829126-26-007124. How to read these numbers: headline vs effective valuation · what a definitive agreement commits
What exactly is being valued, and at what
Was this deal done at an expensive or a cheap valuation?
SpacBrain’s read on the price
No multiple can be computed
No revenue multiple can be computed for Exascale Labs Inc. — no enterprise value to strike the multiple on.
No price has been announced for the deal, so there is no number to compare.
No announced deal value, so there is no price to divide.
LTM 3/31/2026 — a reported actual.
Not computable — no enterprise value to strike the multiple on.
$1 of their sales costs $33.49 on the open market. Median of 2 listed companies we judged a true comparable, which individually run from 13.79× to 53.18×. Their share prices are from 15 August 2026, not today.
What qualifies the figures above
- No announced deal value — nothing to strike a multiple on.
- AZIO, SHAZ, AIB, BTBT, WYFI, ALP, SUPX, TSSI, QMLS, VIP, BIRD have no revenue to divide by, so they are shown but left out of the peer median.
- APLD, IREN, CORZ, WULF, GLXY shown for context only — not close enough to move the median.
The listed companies it is measured against
| Ticker | Company | Mkt cap | EV / revenue | EV / EBITDA | Why it’s comparable |
|---|---|---|---|---|---|
| CRWV | CoreWeave, Inc. | $58.6B | 13.8x | 27.6x | CoreWeave is the pure-play GPU-as-a-Service neocloud and the closest business-model match - reserved and on-demand GPU compute for LLM training and inference. Caveat: CoreWeave's revenue is roughly three orders of magnitude larger, so it is a model peer, not a scale peer.more ▾less ▴ |
| AZIO | Azio AI Holdings Inc | $2M | — | — | Direct comp: Auto, Truck & Motorcycle Parts (NEC); micro-cap ($2m); shares gpu, compute, density, infrastructure, data, modular with the target's own description; no forward EV/Sales published — counted as a peer, excluded from the median.more ▾less ▴ |
| NBIS | Nebius Group N.V. | $64.8B | 53.2x | 279.3x | Nebius Group is an AI-cloud/GPU-compute provider selling the same reserved and on-demand GPU capacity to AI workloads; identical revenue model, again dramatically larger scale.more ▾less ▴ |
| SHAZ | SharonAI Holdings Inc | $23M | — | — | Operational comp: IT Services & Consulting (NEC); micro-cap ($23m); shares gpu, compute, data, infrastructure, storage, high with the target's own description; forward EV/Sales 10.7x.more ▾less ▴ |
| AIB | AIB Data Centers Inc | — | — | — | Operational comp: IT Services & Consulting (NEC); shares compute, density, data, centers, infrastructure, high with the target's own description; forward EV/Sales 11.5x.more ▾less ▴ |
| BTBT | Bit Digital, Inc. | $612M | — | — | Operational comp: Cryptocurrency Mining; small-cap ($612m); shares gpu, cooling, data, centers, liquid, asset with the target's own description; forward EV/Sales 6.9x.more ▾less ▴ |
| WYFI | WhiteFiber Inc | $605M | — | — | Operational comp: IT Services & Consulting (NEC); small-cap ($605m); shares gpu, data, cooling, infrastructure, centers, high with the target's own description; forward EV/Sales 8.2x.more ▾less ▴ |
| ALP | Alpha Compute Corp | $7M | — | — | Operational comp: IT Services & Consulting (NEC); micro-cap ($7m); shares gpu, compute, infrastructure, data, hardware, service with the target's own description; no forward EV/Sales published — counted as a peer, excluded from the median.more ▾less ▴ |
| SUPX | SuperX AI Technology Ltd | $224M | — | — | Operational comp: IT Services & Consulting (NEC); micro-cap ($224m); shares density, cooling, high, infrastructure, singapore, liquid with the target's own description; no forward EV/Sales published — counted as a peer, excluded from the median.more ▾less ▴ |
| TSSI | TSS Inc | $204M | — | — | Operational comp: IT Services & Consulting (NEC); micro-cap ($204m); shares data, modular, centers, hardware, infrastructure, party with the target's own description; forward EV/Sales 1.1x.more ▾less ▴ |
| QMLS | QumulusAI Inc | — | — | — | Operational comp: IT Services & Consulting (NEC); shares gpu, compute, infrastructure, power, small, software with the target's own description; no forward EV/Sales published — counted as a peer, excluded from the median.more ▾less ▴ |
| VIP | Vulcan Infrastructure and Power Inc | $23M | — | — | Operational comp: IT Services & Consulting (NEC); micro-cap ($23m); shares infrastructure, data, power, high, centers, performance with the target's own description; no forward EV/Sales published — counted as a peer, excluded from the median.more ▾less ▴ |
| BIRD | Smartbird Inc | $25M | — | — | Operational comp: IT Services & Consulting (NEC); micro-cap ($25m); shares cluster, infrastructure, hardware, performance, designs, not with the target's own description; no forward EV/Sales published — counted as a peer, excluded from the median.more ▾less ▴ |
| APLDcontext only | Applied Digital Corporation | $8.8B | 23.6x | — | Applied Digital sells HPC/AI data centre capacity and GPU cloud services, the nearest listed name in the AI-infrastructure mid-cap bucket - but it OWNS and builds its data centres, the opposite of Exascale's asset-light no-hardware model.more ▾less ▴ |
| IRENcontext only | IREN LIMITED | $16.0B | 23.4x | 120.6x | IREN operates AI cloud services on GPU fleets alongside bitcoin mining; relevant as an AI-compute revenue comparable but it owns its own power and data centre infrastructure, so the cost structure and capital intensity are not comparable.more ▾less ▴ |
| CORZcontext only | Core Scientific, Inc. | $6.4B | 20.4x | — | Core Scientific provides colocation and hosting for HPC/AI compute; a valuation reference for AI compute capacity but asset-heavy and far larger, with a fundamentally different margin profile.more ▾less ▴ |
| WULFcontext only | TeraWulf Inc. | $8.1B | 65.1x | — | TeraWulf is converting mining sites into AI/HPC hosting capacity; useful as an AI-infrastructure sentiment comparable only - it is an infrastructure owner, not an asset-light compute reseller.more ▾less ▴ |
| GLXYcontext only | Galaxy Digital Inc. | $12.8B | 0.1x | 0.1x | Galaxy Digital's Helios data centre business is a listed AI-compute landlord comparable; included for completeness but the business mix (digital asset trading and asset management) makes it a poor read-across.more ▾less ▴ |
Which companies belong on this list is our judgement, and the sentence beside each one is the whole of our reasoning — disagree with it and the verdict above changes. Rows marked context only are shown because they are informative, but they are deliberately left out of the median. The multiples come from listed-company data priced Aug 15, 2026; a private target’s deal multiple is not audited the way theirs are.
Common questions
Is Exascale Labs going public?
Exascale Labs has a signed merger with the SPAC D. Boral Acquisition I Corp. (DBCA), announced Jul 1, 2026. Deal status: Terminated.
Was Exascale Labs bought at an expensive or a cheap valuation?
No revenue multiple can be computed for Exascale Labs Inc. — no enterprise value to strike the multiple on.
Does Exascale Labs have revenue?
The filings report a revenue figure of $13.1M (LTM 3/31/2026).
Educational content, not investment advice.
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