{"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":null,"verdict":"fails-identity","vorder":4,"grp":"rejected","confidence":"documented","binding":"write-gated","identity_kind":"institution","identity_basis":"stated","needs_card":0,"needs_phone":0,"needs_id":0,"needs_institution":1,"country":null,"crypto":null,"interfaces":"rest","egress_metered":null,"per_object_bytes":null,"retention_days":null,"verified_at":"2026-10-22T00:00:00.000Z","verified_basis":"live","checked_on":"2026-10-22","stale_on":"2026-11-21","n_evidence":2,"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},"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, a USD 3,000 GPU voucher on completion, and partner credits the vendor totals at 'Up to $40K+ in Structured Credits'.","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":"the GPU voucher is the only part that buys iron: USD 3,000 / USD 2.60 an hour = 1,154 H100-hours if the voucher is spendable at list rate, which the page does not state.","limits":[{"kind":"write-gated","value":"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.","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":null,"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 $8.00/GPU-hour', quoted"}],"verdict":"fails-identity","verified_at":"2026-10-22T00:00:00.000Z","notes":"The 1:1 match is a rebate on spend, not a grant: receiving USD 4,500 requires paying USD 4,500. The 40K figure aggregates partner credits from other vendors (an OpenAI for Startups allotment of USD 5,000 in API credits appears in the partner list), so it is not GMI compute. The cheapest card is H100 at USD 2.60 an hour and the page marks B200 'Limited Availability', so the cheap class is the one usually in stock. Cohort 02 ran Sep-Oct 2026 and applications for Cohort 3 were open on 2026-10-22.","extras":{"wave2":{"class":"startup-cohort","free_tier_kind":"grant","shape":{"vcpu":null,"ram_gib":null,"gpu_class":"H100","gpu_count":1}}}},"claims":[{"path":"$.free_tier.stated","kind":"free-quota","num":1,"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.detail","process"],["$.per_object_cap.notes","process"],["$.per_object_cap.stated","not-applicable"],["$.reliability_note","none-observed"],["$.retention.notes","process"],["$.retention.stated","not-applicable"],["$.tooling","not-stated"]],"history":[],"drift":[]}