OpenAI's new pricing tier and what it tells us about margins
The enterprise tier signals that inference costs — not model size — are the real battleground for AI platforms.
Priya Nair1 min read1,592 views
What Happened
OpenAI introduced a usage-capped enterprise tier priced per million tokens with dedicated throughput guarantees. Analysts estimate gross margins on the tier at 55–60%, below earlier API averages.
Why It Matters
Pricing transparency suggests the industry is moving from growth-at-all-costs to margin discipline faster than expected.
Key Takeaway
AI competition is now a unit economics contest, not a benchmark contest.