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GMI CloudSCALE at GMI Cloud startup programModel APIs

Up to $40K+ in structured credits: $500 MaaS credits on acceptance, 1:1 MaaS credit matching up to $4,500, 20% off dedicated endpoints, a GPU voucher after the program, plus partner credits. Equity-free, Cohort 03 applications open (Spring 2027).

GMI Cloud is an AI-native inference and GPU cloud. Its equity-free SCALE program for AI-native startups gives up to $40K+ in structured credits, starting with $500 in model API credits on acceptance and 1:1 credit matching up to $4,500, and Cohort 03 applications are open now.

LiveVerified Nov 4, 2026 against the official page

Who qualifies
AI-native startups with technical founders, accepted by application into the cohort.
How to claim
See official page
Expiry
ongoing

Heads up. Credits come in stages and the $4,500 match needs equal spend of your own. Cohort 3 credit terms are to be confirmed before kickoff, and partner credits are marked upcoming. No application deadline published.

Timeline 3

  1. Changed

    Set last_verified to 2026-11-04 from Verifier's check of the official SCALE page. Source

  2. Changed

    Set category to Model APIs and program to startups, since SCALE is an application-based startup program whose credits are GMI Cloud model API (MaaS) credits. Source

  3. Launched

    Added to that.promo Source

Posts 1

Suraj Sharma@suraj_sharma14

AI founders: free credits, no equity, no fees.

GMI Cloud just opened Cohort 03 of SCALE, a 6-week program for AI-native teams.

What you get:
• Up to $40K+ in structured credits
• $500 in model credits as soon as you're accepted
• Up to $4,500 more, matched 1:1
• 20% off dedicated endpoints
• A GPU voucher after the program
• Extra credits from partners

Built for technical founders who want to scale inference without burning their runway.

Runs spring 2027.

The deadline isn't announced yet, so apply early.

Link in the apply 👇
t.co/CDCF2HGAmM

Official sources

Added Nov 4, 2026 · Updated Nov 4, 2026, 15:52 UTC