{"eid":"gmicloud","name":"GMI Cloud SCALE","domain":"gmicloud.ai","resolved_by":"domain","topics":["compute"],"n_records":1,"best_vorder":4,"review":null,"aliases":["GMI Cloud SCALE","gmicloud.ai"],"records":[{"rid":"compute/gmi-cloud-scale","card":{"rid":"compute/gmi-cloud-scale","eid":"gmicloud","topic":"compute","slug":"gmi-cloud-scale","provider":"GMI Cloud SCALE","url":"https://www.gmicloud.ai/en/company/scale","domain":"gmicloud.ai","category":"inference API","tier":"SCALE startup cohort","verdict":"fails-identity","vorder":4,"grp":"rejected","self_hosted":0,"confidence":"documented","binding":"write-gated","identity_kind":"institution","identity_basis":"defaulted","needs_card":null,"needs_phone":null,"needs_id":null,"needs_institution":null,"country":null,"crypto":null,"interfaces":"rest","egress_metered":null,"per_object_bytes":null,"retention_days":null,"verified_at":"2026-11-03T10:14:36.706Z","verified_basis":"live","checked_on":"2026-11-03","stale_on":"2026-12-04","n_evidence":9,"usd_month":null,"usd_per_tb_month":null,"summary":"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 ad...","duplicate_of":null,"n_unknown":9,"free_unit":"hours"},"record":{"topic":"compute","slug":"gmi-cloud-scale","provider":"GMI Cloud SCALE","url":"https://www.gmicloud.ai/en/company/scale","category":"inference API","free_tier":{"stated":"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), 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","source_url":"https://www.gmicloud.ai/en/company/scale","read_on":"2026-10-22","notes":"grant"},"per_object_cap":{"stated":"not applicable","bytes":null,"source_url":"https://www.gmicloud.ai/en/company/scale","notes":null},"retention":{"stated":"not applicable","days":null,"source_url":"https://www.gmicloud.ai/en/company/scale","notes":null},"egress":{"terms":"not stated","metered":false,"free_allowance":null,"price_per_tb":null,"source_url":"https://www.gmicloud.ai/en/company/scale"},"interface":["rest"],"interface_detail":"inferred from the tooling the provider documents; not probed","tooling":"not stated","chaining":"unverified: 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.","limits":[{"kind":"write-gated","value":"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":"https://www.gmicloud.ai/en/company/scale"}],"limits_note":"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.","binding":"write-gated","binding_note":"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.","identity_cost":{"kind":"institution","detail":"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.","country":null},"reliability_note":"no reliability event recorded","confidence":"documented","evidence":[{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-10-22","proved":"'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"},{"url":"https://www.gmicloud.ai/en/pricing","date":"2026-10-22","proved":"on-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"},{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-11-03","proved":"the 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')","capture":"sha256:1549357e8e178cef6b8b7627a50c94fe21ee8eceba4f219cb12a0b6e1d769e8b","quote":"Cohort 3 credit terms will be confirmed before kickoff."},{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-11-03","proved":"the GPU voucher is named without an amount","capture":"sha256:1549357e8e178cef6b8b7627a50c94fe21ee8eceba4f219cb12a0b6e1d769e8b","quote":"Onboard fast with MaaS credits, unlock 1:1 matching as you scale, and earn a GPU voucher after completing the program."},{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-11-03","proved":"the page counts 25 AI companies in the cohort; admission is by application","capture":"sha256:1549357e8e178cef6b8b7627a50c94fe21ee8eceba4f219cb12a0b6e1d769e8b","quote":"Five weeks. 25 AI companies. Real infra, real raises, real demos."},{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-11-03","proved":"the offer is the SCALE startup cohort, entered by application, and is not the vendor's on-demand GPU rental","capture":"sha256:1549357e8e178cef6b8b7627a50c94fe21ee8eceba4f219cb12a0b6e1d769e8b","quote":"Apply to Cohort 3"},{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-11-03","proved":"Cohort 3 applications were open on the read date","capture":"sha256:1549357e8e178cef6b8b7627a50c94fe21ee8eceba4f219cb12a0b6e1d769e8b","quote":"Cohort 03 applications open"},{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-11-03","proved":"the cohort is a selected group of founders, entered by application","capture":"sha256:1549357e8e178cef6b8b7627a50c94fe21ee8eceba4f219cb12a0b6e1d769e8b","quote":"We work with a small cohort of technical founders"},{"url":"https://www.gmicloud.ai/en/company/scale","date":"2026-11-03","proved":"the offer is a program entered by application to a selected cohort, so the verdict fails-identity (institution) stands","capture":"sha256:1549357e8e178cef6b8b7627a50c94fe21ee8eceba4f219cb12a0b6e1d769e8b","quote":"Apply to Cohort 3"}],"verdict":"fails-identity","verified_at":"2026-11-03T10:14:36.706Z","notes":"The 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.","extras":{"facets":{"class":"startup-cohort","free_tier_kind":"grant","shape":{"vcpu":null,"ram_gib":null,"gpu_class":"H100","gpu_count":1}}},"tier":"SCALE startup cohort"},"claims":[{"path":"$.free_tier","kind":"has-free-tier","num":1.0,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"ok"},{"path":"$.free_tier.stated","kind":"free-quota","num":1.0,"unit":"credit","per":null,"currency":null,"usd":null,"fx_date":null,"parse":"ok"},{"path":"$.limits[0].value","kind":"limit:write-gated","num":null,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"unparsed"}],"unknown":[["$.egress.metered","egress-unknown"],["$.egress.terms","not-stated"],["$.identity_cost.kind","identity-defaulted"],["$.per_object_cap.notes","process"],["$.per_object_cap.stated","not-applicable"],["$.reliability_note","none-observed"],["$.retention.notes","process"],["$.retention.stated","not-applicable"],["$.tooling","not-stated"]],"history":[],"drift":[]}]}