AI model makers are competing to lock in Silicon Valley startup founders as customers, dangling computing credits and rival offers to win new business. Providers including OpenAI and Anthropic are handing out free or discounted usage allowances in a push to capture emerging users.
The AI Land Grab · Token Credits
AI Giants Are Giving Startups Millions in Free Compute
OpenAI, Anthropic and Google Cloud are racing to hand early-stage startups free or subsidized model usage. Stacked together, the offers can top $3 million — roughly the median U.S. seed round.
$3M+
Combined offers a founder can stack — matching a median seed round
16.6×
Anthropic's YC offer jumped from $30K to $500K in free credits
~800
YC startups per year (4 cohorts × ~200) in the crosshairs
What each provider is putting on the table
Free credits (no equity) shown to scale · dark segment = optional equity-linked add-on
Anthropic
Claude credits · no equity
$0.5M free
+$1.5M
OpenAI
GPT tokens · up to $2M total
Google Cloud
Cloud credits · Gemini access
Why the giveaway — the loop they're betting on
Give free credits to promising startups
→
Their model becomes the default as the startup scales
→
High-volume enterprise revenue ahead of an IPO
Credits are typically time-bound (~12 months) with priority rate limits, support and early model access — a defense against cheaper open-weight rivals.
Founders welcome it
Non-dilutive runway that "directly correlates to the scale you can grow your product" — free allocations remove the inference-cost barrier and buy time to go all-in.
The catch
Founders often pick the "very expensive" provider offering free credits over cheaper alternatives — locking in habits before the credits, and the discounts, run out.
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