Compute Exchange
Compute Exchange is an institutional GPU compute marketplace that aggregates used and refurbished hardware, 1-36 month reserved rental from neoclouds, and forward contracts for AI labs, hyperscalers, and data centers.
- Company typePrivate
- Founded-
- HeadquartersPalo Alto, United States
- Headcount1–10
- GTM typeB2B
- OfferingDigital Commerce or Content
What Compute Exchange does
Compute Exchange is a private, Delaware-incorporated institutional marketplace that aggregates how enterprises procure and liquidate GPU compute. The platform unifies three markets — Hardware Market (used, refurbished, and OEM-surplus physical NVIDIA and AMD GPUs), Reserved GPU Rental (1-36 month term-locked capacity from verified neocloud partners), and Forward Contracts (bilateral futures on future-dated GPU delivery) — behind a single RFQ workflow with identity-verified counterparties. Pricing transparency is supported by integration with Silicon Data's GPU pricing indices, and the platform explicitly does not take ownership of hardware or escrow funds, earning fees by brokering transactions between vetted counterparties.
The product surface includes the RFQ Hub (structured quote submission with sub-2-hour quote turnaround and 24-hour live quotes on active models), a Verified Partner Network spanning enterprise neoclouds (Nscale, Nebius, DigitalOcean, Hyperstack, Voltage Park, Ionet, TensorWave), bare-metal providers, and infrastructure operators, plus a Referral Partner Program launched in October 2025 that pays partners 25% of Net Revenue. Compute Exchange is co-founded and led by CEO Carmen Li (also CEO of Silicon Data) and Don Wilson (founder of DRW), and is headquartered in Palo Alto with operations spanning US-EAST, US-WEST, US-CENTRAL, EU-WEST, EU-NORTH, and APAC.
Go-to-market combines self-serve marketplace listings with enterprise-focused sales motions targeting AI labs and startups, enterprise buyers and hyperscalers (both as capacity purchasers and as sellers of prior-generation hardware), and data centers and MSPs requiring verified secondary supply and condition documentation. The platform achieves SOC 2 Type II compliance, holds no public revenue disclosures, and operates with a 1-10 person team. Revenue mechanics rest on marketplace commissions on brokered transactions, with monetization tied to GTV across hardware, reserved rental, and forward contracts rather than direct hardware ownership.
Compute Exchange firmographics
Firmographics- Name
- Compute Exchange
- Legal name
- The Compute Exchange Inc.
- Website
- https://compute.exchange
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Compute Exchange is an institutional GPU compute marketplace that aggregates used and refurbished hardware, 1-36 month reserved rental from neoclouds, and forward contracts for AI labs, hyperscalers, and data centers.
- Ownership category
- akta.pro rank
Compute Exchange industry classification
Industry- Product category
- AI Compute Marketplace
- NAICS
- Securities and Commodity Exchanges (523210), Computer and Computer Peripheral Equipment and Software Merchant Wholesalers (423430)
- SIC
- Security & Commodity Brokers, Dealers, Exchanges & Services (6200), Wholesale-Computers & Peripheral Equipment & Software (5045)
- akta.pro primary industry
- Decentralized Compute Markets (general-purpose compute, serverless, containerized workloads) (FSAPALAB)
- akta.pro secondary industries
- GPU/Accelerator Compute Servers (HDABADAC), Decentralized GPU/AI Compute Networks (training/inference, GPU renting, model hosting) (FSAPALAC), AI Compute Virtualization & Scheduling (GPU virtualization, cluster schedulers) (HDAAAAAG)
Keywords
Where Compute Exchange is headquartered
LocationHeadquarters
- HQ city
- Palo Alto
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Compute Exchange business model
Business model- GTM type
- B2B
- Offering type
- Digital Commerce or Content
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Others
Revenue model
- Marketplace Transaction Fees: Compute Exchange facilitates GPU transactions between buyers and sellers without taking ownership of hardware. The platform earns fees from transactions brokered through the marketplace.
- Provider Commission Payments: Providers pay CEX fees for transactions facilitated through the platform. Late delivery or re-provisioning does not reduce commission payments owed to CEX.
- Forward Contract Facilitation: Platform facilitates bilateral forward contracts for future GPU capacity, matching buyers with supply partners who can fulfill forward commitments
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Unit Pricing | Pay-as-you-go | Used GPUs - Pre-owned from prior data center deployments, typically 40-60% below MSRP, sold as-is |
| Unit Pricing | Pay-as-you-go | Refurbished GPUs - Inspected, tested, recertified with limited warranty, mid-tier pricing |
| Subscription | Monthly | Reserved GPU Rental - Term-locked GPU compute from verified neocloud partners, 1-36 month terms |
| Outcome Based/ Performance | Multi-year contract | Forward Contracts - Future-dated GPU capacity commitments with locked pricing |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels7 records
Compute Exchange product offering
Product offeringCore offering
Compute Exchange operates an institutional GPU compute marketplace that aggregates three distinct GPU markets into a single platform: physical hardware purchases (used and refurbished NVIDIA data center GPUs), reserved GPU rental from verified neocloud partners on 1-36 month terms, and forward contracts for future GPU capacity. The platform matches identity-verified counterparties through a structured RFQ workflow and earns commissions on transactions brokered between buyers and sellers without taking ownership of hardware.
Product overview
Compute Exchange operates as an institutional GPU compute marketplace platform with three core markets: Hardware Market (for buying/selling physical GPUs), Reserved GPU Rental (for term-locked cloud capacity from neoclouds), and Forward Contracts (for GPU futures hedging). These three markets aggregate every way enterprises source GPU compute — from physical hardware purchases to multi-year cloud commitments to futures hedging — into a single platform with verified counterparties and unified quote workflows. Additional offerings include the RFQ Hub for structured quote requests, a Verified Partner Network connecting vetted providers with prequalified buyers, and a Referral Partner Program. The platform specializes in NVIDIA GPUs (H100, H200, B200, A100, L40S, V100) and also supports AMD accelerators (MI325X, MI350X, MI355X).
Differentiator
Problem solved
Functional benefit
Products and services
- Hardware Market Institutional marketplace for buying and selling pre-owned, refurbished, and OEM-surplus NVIDIA data center GPUs (H100, H200, B200, A100, L40S, V100). Features identity-verified counterparties, indicative pricing, and direct transactions between buyers and sellers across three condition tiers: Used, Refurbished, and New.
- Reserved GPU Rental Term-locked GPU compute rental service aggregated across verified neocloud partners. Allows enterprises to commit 1 to 36 months at guaranteed capacity with normalized quotes across providers for GPU models including B200, H200, H100, A100, L40S, V100, and AMD MI300 series.
- Forward Contracts GPU futures market enabling buyers and sellers to lock in delivery and pricing today for compute capacity months in the future. Provides contractual hedge against allocation queues, price spikes, and supply volatility with bilateral contract terms. Most practical at 32+ GPUs with durations of 1 month or longer.
- RFQ Hub Request-for-quotation workflow that enables enterprises and data centers to complete GPU capacity transactions quickly and transparently through a structured negotiation process. Buyers submit specs (GPU type, quantity, region, duration) in under 5 minutes, receive live quotes within 2 hours via auction across verified providers, compare side-by-side within 10 minutes, and execute a Compute Services Agreement directly with the chosen provider.
Quantifiable outcome
- Procurement cycles reduced from months to approximately one week from initial requirement to hardware in hand
- +3 more outcomes
Companies that use Compute Exchange
Customer profileNamed customers3 records
Segments4 records
Ideal customer profiles4 records
Compute Exchange technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
Feature4 records
Compute Exchange partnerships and signals
Strategic signalPartnerships
13 partnerships are on record, tiered core and major.
- Silicon DatacoreSilicon Data builds the intelligence layer with data, benchmarks, and derivatives. CEO Carmen Li leads both Silicon Data and Compute Exchange. The two companies work together to re-architect the backbone of the AI economy - Silicon Data provides pricing indices and derivatives while Compute Exchange provides the marketplace.
- Silicon Data GPU Pricing IndexcoreSilicon Data builds GPU pricing indices including Neo Cloud H100 index (rising 20%), B200 index (climbing 22%), and Hyperscaler H100 index (increasing 3%). These indices inform Compute Exchange platform pricing and market transparency.
- NscalemajorAI-native cloud platform listed as a neocloud partner on Compute Exchange platform, providing reserved GPU capacity to the marketplace.
- Massed ComputemajorNeocloud partner providing reserved GPU capacity through Compute Exchange marketplace.
- NebiusmajorAI infrastructure platform partner providing GPU capacity to the Compute Exchange network.
- DigitalOceanmajorCloud platform partner offering GPU capacity through the Compute Exchange marketplace.
- HyperstackmajorSpecialized GPU cloud provider partner on Compute Exchange platform.
- STNmajorGPU infrastructure provider partner on Compute Exchange marketplace.
- Voltage ParkmajorAI compute infrastructure partner providing GPU capacity through Compute Exchange.
- IonetmajorGPU cloud provider partner on Compute Exchange platform.
- TensorWavemajorAMD-focused GPU cloud provider partner on Compute Exchange.
- BoostmajorGPU infrastructure provider partner on Compute Exchange.
- ModularcoreModular is Compute Exchange's featured customer case study, using the platform as their standard purchasing path for internal infrastructure. Their journey illustrates how GPU procurement aligns with modern AI team building.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
Compute Exchange competitors and assessment
Company assessmentDirect peers
- Akash Network: Decentralized open marketplace for cloud compute, including GPU capacity, settled via blockchain. Comparable marketplace model to Compute Exchange but with a permissionless counterparty network and token-based settlement.
- Vast.ai: Peer-to-peer marketplace for renting GPU compute from individuals and small providers. Direct competitor to Compute Exchange's reserved rental market, though with a more fragmented, prosumer-oriented supply base rather than verified neoclouds.
- io.net: Decentralized GPU network aggregating underutilized compute for AI training and inference. Directly comparable to Compute Exchange's reserve rental market, though operating via a distributed model rather than verified institutional counterparties.
Emerging players
- RunPod: GPU cloud platform offering on-demand and reserved GPU rentals, plus serverless inference. Comparable to Compute Exchange's reserved rental product, though operating as a single operator rather than an aggregator.
- Render Network: Distributed GPU rendering and compute marketplace leveraging idle graphics capacity. Overlaps with Compute Exchange in aggregating fragmented GPU supply, though historically focused on 3D rendering workloads.
- Salad Technologies: Distributed GPU network that aggregates consumer-PC compute for AI workloads. Comparable marketplace model to Compute Exchange, but with a prosumer supply base and no institutional verification layer.
Broad incumbents
- DigitalOcean: Public cloud provider offering GPU droplets and reserved instances, and a listed Compute Exchange partner. Comparable as a neocloud supplier on the platform and a potential competing marketplace if DigitalOcean deepens its enterprise GPU offering.
- CoreWeave: Large AI-focused neocloud and one of the largest independent GPU operators. Comparable as a neocloud counterpart transacting on Compute Exchange's reserved rental market, but CoreWeave's scale and direct enterprise motion make it a strategic competitor and partner simultaneously.
- Together AI: AI cloud platform providing GPU compute for training and inference, with an integrated model-serving layer. Comparable to Compute Exchange's AI lab customer segment and increasingly offering the reserved capacity features that CEX aggregates.
- Lambda Labs: GPU cloud provider and hardware seller (Lambda Hyperplane) serving AI labs and enterprises. Comparable as both a competing GPU rental/hardware channel and a potential partner supplier on the Compute Exchange platform.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Compute Exchange social profiles
Digital presenceCompute Exchange compliance and trust
Trust signalCompliance1 record
Compute Exchange financial estimates
Financial estimateRevenue estimate
Valuation estimate
Compute Exchange leadership team
Management profileNumber of profiles
Profiles2 records
Compute Exchange funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Compute Exchange M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Compute Exchange
What does Compute Exchange do?
Compute Exchange operates an institutional GPU compute marketplace that aggregates three distinct GPU markets into a single platform: physical hardware purchases (used and refurbished NVIDIA data center GPUs), reserved GPU rental from verified neocloud partners on 1-36 month terms, and forward contracts for future GPU capacity. The platform matches identity-verified counterparties through a structured RFQ workflow and earns commissions on transactions brokered between buyers and sellers without taking ownership of hardware.
Is Compute Exchange a public or private company?
Compute Exchange is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Compute Exchange founded?
Compute Exchange was founded in -1. It employs 1 to 10 people.
Where is Compute Exchange based?
Compute Exchange is headquartered in Palo Alto, United States, in the North America region.
How does Compute Exchange make money?
Three revenue lines are on record. Marketplace Transaction Fees are the primary driver. The others are provider Commission Payments and forward Contract Facilitation.
Who are Compute Exchange's main competitors?
Direct peers on record are Akash Network, Vast.ai and io.net. Emerging players are RunPod, Render Network and Salad Technologies. Broad incumbents are DigitalOcean, CoreWeave, Together AI and Lambda Labs.
Does Compute Exchange have an API?
No public API is recorded for Compute Exchange.
What industry is Compute Exchange in?
Compute Exchange's product category is AI Compute Marketplace. Its primary akta.pro industry code is FSAPALAB, Decentralized Compute Markets (general-purpose compute, serverless, containerized workloads), with a secondary code of HDABADAC, GPU/Accelerator Compute Servers. Its NAICS code is 523210 and its SIC code is 6200.