Stack L7

OpenAI

GPT-5 default for ~700M weekly users; scaling enterprise agents and $500B Stargate compute

HQ US

Fit Score

avg of 4 segments

72/100

Growth

Comp

—

Learning

Stability

Culture

Recent Business Signals

No business signals recorded in the last 90 days.

Strategic Position

What they do best

Converts consumer scale into enterprise distribution: one default model (GPT-5, signal 61c895b9) reaching ~700M weekly users, monetized via AgentKit governance tooling (signal 3ada96f2).

Their bet

Vertically integrate compute — a 6 GW AMD warrant (signal 57710238) plus ~10 GW/$500B Stargate (signal 57a72227) — so model+agent products win on capacity, not just quality.

Top risk

AMD MI450's first 1 GW (signal 57710238) is only slated for 2H 2026; a slip leaves GPT-5-scale demand dependent on a still-ramping Stargate build.

Compared to peers

Direct competitor

Anthropic

Anthropic chases the same compliance-sensitive enterprise buyers but leads on safety/governance framing; OpenAI counters with far larger WAU scale and first-party hardware (io acquisition).

Substitute

Anthropic

For governance-gated F500 deployments, Claude is the drop-in substitute model when buyers want a non-OpenAI engine behind comparable admin/compliance controls.

Why someone would join

1.By DevDay (2025-10-06) ChatGPT hit 800M weekly active users and 4M developers (signal 3ada96f2); AgentKit work ships directly to the largest deployed AI user base.
2.Five enterprise GTM roles opened Feb–May 2026 — financial-services Account Director, ChatGPT Enterprise PM, Forward Deployed Engineer — building the field org behind the 6GW AMD / $500B Stargate compute bet.

Recent Hiring (60 days)

solutions architecture
1
enterprise deployment
1
forward deployed engineering
1
LLM integration
1
customer success
1

Reverse-Hype Watch

!Capacity commitments outpace disclosed economics: Stargate '~10 GW and $500B' / '$400B near-term' (2025-09-23) plus AMD '6 gigawatts of AMD Instinct GPUs' (2025-10-06) committed while company is_public=false with no disclosed profit — forward-compute scale unbacked by disclosed financials.
!Capacity commitments outrun disclosed economics: Stargate '~7 GW additional' toward '~10 GW and $500B' with '$400,000,000,000' near-term, plus AMD '6 gigawatts of AMD Instinct GPUs' — large forward bets with no disclosed profit (is_public=false).
!Compute commitments outrun disclosed economics: Stargate '~10 GW and $500B' with '~$400,000,000,000' near-term plus AMD '6 gigawatts of AMD Instinct GPUs' are forward-demand bets with no disclosed profit (company private/unprofitable).
!Up-round-with-burn risk: '~$400B near-term investment' Stargate (2025-09-23) plus AMD '6 gigawatts of AMD Instinct GPUs' (2025-10-06) — multi-hundred-billion compute commitments while company is private/unprofitable with no disclosed profit backing the scaling.

→ Get this data as JSONLast updated: May 16, 2026

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