Stoa GTM brain

Stoa operates an institutional RFQ marketplace and pricing intelligence for buyers, sellers and financiers of GPU hardware.

category

AI hardware trading and price intelligence

market profile

  • text: GPU hardware transactions are fragmented across operators, clouds, brokers and resellers, with pricing affected by condition and transaction context.
  • text: The RFQ marketplace connects institutions to dealers for physical GPUs and AI servers; the company reports tiered fees on completed trades.

personas

  • title: Data center or AI infrastructure procurement lead
    pains:
    • Hard to compare credible GPU supply and delivery terms across private dealer quotes
    • Urgent purchases face uncertain market levels and counterparty risk
  • title: GPU broker or reseller
    pains:
    • Finding qualified institutional counterparties for specific lots
    • Pricing inventory without transparent recent transactions
  • title: Hardware lender or asset finance lead
    pains:
    • Collateral valuation depends on fragmented or stale pricing
    • Needs condition, location and timing context to assess liquidation risk

icp

  • text: Institutional GPU buyers and sellers, including cloud providers, data center operators and specialist hardware dealers; individual access is not the target.
  • text: Lenders and lessors evaluating AI hardware collateral are potential users of pricing intelligence; deal size and account thresholds are not public.

message pillars

  • text: Bring price discovery and firm dealer quotes together.
  • text: Evaluate prices in their transaction context.
  • text: Bring fragmented supply and demand together.

objections

  • objection: How do we trust a new counterparty and the hardware?
    response: Ask about Stoa verification, payment security, acceptance and recourse for the specific RFQ.
  • objection: Are displayed prices executable for my exact order?
    response: Reference pricing depends on SKU, quantity, condition, location and timing; request firm quotes for the intended lot.
  • objection: What are the trading fees?
    response: The launch discussion describes tiered fees on completed trades, but the schedule is not specified; obtain a quote.

competitors

  • name: Compute Exchange
    website: https://compute.exchange/hardware-market
    why: Marketplace for GPU hardware with indicative supplier and broker pricing.
  • name: GPU Vendors
    website: https://gpuvendor.com/buy-requests
    why: GPU and AI server marketplace with vendor quotes and buyer RFQs.
  • name: Clustermelt
    website: https://clustermelt.com/get-a-quote
    why: Brokers secondary-market GPU hardware and quotes transactions.

influencers

  • name: Berat Celik
    url: https://212.vc/stoa/
    why: Co-founder and CEO, a source for company market and launch views.

keywords

  • GPU hardware marketplace
  • buy H100 servers
  • sell used data center GPUs
  • GPU price discovery
  • GPU hardware RFQ
  • GPU collateral valuation
  • AI server brokers

voice

  • Institutional and market-oriented
  • Direct, emphasizing verifiable trade context

signals

  • text: Cloud operator is expanding GPU capacity or disposing of a cluster and needs quotes for a specific configuration.
  • text: A lender is underwriting GPU-backed financing and needs defensible collateral marks.
  • text: Dealer has surplus hardware inventory or an active buy request requiring verified counterparties.

hiring

  • Trader, Compute Markets

pricing

model: usage

motion

hybrid

channels

  • LinkedIn
  • X
  • Hacker News
  • market research
  • direct sales

confidence

medium

Founders

  • name: Berat Celik
    title: Founder/CEO
    role: CEO
    bio: CEO of Stoa. Repeat founder who walked away from xAI to build Stoa. UBC, computer science and economics; Cornell M.Eng., computer science.
  • name: Eren Berke Saglam
    title: Founder/CFO
    role: Founder
    bio: CFO of Stoa. Traded interest rates derivatives at Citi. Dartmouth salutatorian, computer science and economics.
  • name: Kaan Yigit
    title: Founder/CTO
    role: CTO
    bio: CTO of Stoa. Worked as a quantitative developer at Uniper, building the trading systems behind financial oil and gas books. UIUC, computer science.

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