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GMI Cloud SCALE

www.gmicloud.ai/en/company/scaleInference APIcompute/gmi-cloud-scaleJSONcomparereport an errorprovider JSON

Free allowance
A six-week equity-free cohort for AI startups: USD 500 of model-as-a-service credits on acceptance, 1:1 credit matching up to USD 4,500 for money the team adds, 20% off dedicated endpoints for teams with steady volume, a GPU voucher after completing the program (no amount is stated on the page)...
Verdict
fails: identitythe identity required is not reachable without it
Cost
free tier
Identity
institution?placeholder, not evidence; card unknown, phone unknown
Binding limit
write-gatedcohort admission is the gate: an application ('Apply to Cohort 3'), a small cohort of technical founders (the page counts 25 AI companies in Cohort 01), and a team building an AI product. The 1:1 match is USD 1 of credit for each USD 1...
Evidence
documented9 sources; a first-party page was read and the sentence quoted
Freshness
stale on 2026-12-04checked 2026-11-03 (live); stale on 2026-12-04
Free tiera six-week equity-free cohort for AI startups: USD 500 of model-as-a-service credits on acceptance, 1:1 credit matching up to USD 4,500 for money the team adds, 20% off dedicated endpoints for teams with steady volume, a GPU voucher after completing the program (no amount is stated on the page), and partner credits the vendor totals at 'Up to $40K from all GMI partners'. The page says Cohort 3 credit terms will be confirmed before kickoff.
unit hours; metered on wall-clock; grant
Pricenone stated
Limits
  • write-gated (binding) cohort admission is the gate: an application ('Apply to Cohort 3'), a small cohort of technical founders (the page counts 25 AI companies in Cohort 01), and a team building an AI product. The 1:1 match is USD 1 of credit for each USD 1 the team adds to MaaS, up to USD 4,500, so the headline credit is not the credit received. source
cohort admission is the gate: an application form, a selected cohort of about 25 companies a cycle, and a team that is building a product. The USD 4,500 match also requires the team to spend USD 4,500 first, so the headline credit is not the credit received.
Identityinstitution (placeholder) admission is by application to a selected cohort of AI startups ('Apply to Cohort 3'); the application form's fields (email, company, stage) were not read: unverified: the form is behind the apply link.
Egressnot stated
Interfacerest inferred from the tooling the provider documents; not probed
Toolingnot stated
Composes withunverified: the page states a GPU voucher on completing the program but no amount, and says Cohort 3 credit terms will be confirmed before kickoff, so no GPU-hour figure can be derived from it.
Reliabilityno reliability event recorded
NotesThe 1:1 match is credit given for credit the team adds to MaaS, not a grant. The partner figure aggregates credits from other vendors, so it is not GMI compute. The vendor's on-demand GPU rental is a separate paid-only offer and not part of this cohort. The page lists Cohort 01 as complete (Apr-May 2026) and Cohort 3 for Spring 2027 (Mar-May) with applications open on 2026-11-03.
Parsed numbers
  • has-free-tier 1
Evidence 9
datesourcewhat it proved
2026-10-22www.gmicloud.ai/en/company/scale'6-week Equity-Free Startup Program for AI-native teams'; 'Up to $40K+ in Structured Credits'; 'Phase 1 - Onboarding Credits $500 MaaS Credits on acceptance'; '1:1 credit matching up to $4,500'; 'For every $1 you add to MaaS, GMI matches $1 in credits', quoted
2026-10-22www.gmicloud.ai/en/pricingon-demand rates 'NVIDIA H100 GPU from $2.60/GPU-hour', 'H200 from $3.20/GPU-hour', 'B200 from $5.00/GPU-hour', 'GB200 from $8.00/GPU-hour', quoted
2026-11-03www.gmicloud.ai/en/company/scalethe credit terms of the open Cohort 3 are not final on the page, and the page names no USD amount for the GPU voucher (the program highlight says 'earn a GPU voucher after completing the program')
2026-11-03www.gmicloud.ai/en/company/scalethe GPU voucher is named without an amount
2026-11-03www.gmicloud.ai/en/company/scalethe page counts 25 AI companies in the cohort; admission is by application
2026-11-03www.gmicloud.ai/en/company/scalethe offer is the SCALE startup cohort, entered by application, and is not the vendor's on-demand GPU rental
2026-11-03www.gmicloud.ai/en/company/scaleCohort 3 applications were open on the read date
2026-11-03www.gmicloud.ai/en/company/scalethe cohort is a selected group of founders, entered by application
2026-11-03www.gmicloud.ai/en/company/scalethe offer is a program entered by application to a selected cohort, so the verdict fails-identity (institution) stands
More fields 1
facets{"class": "startup-cohort","free_tier_kind": "grant","shape": {"vcpu": null,"ram_gib": null,"gpu_class": "H100","gpu_count": 1}}
Unknown values 6
  • egress metered: egress metering was not published
  • egress terms: a source was read and is silent on this field
  • per object cap stated: the field does not apply to this kind of offer
  • reliability note: nothing of this kind was observed
  • retention stated: the field does not apply to this kind of offer
  • tooling: a source was read and is silent on this field