{"rid":"compute/nebius-research-grants","card":{"rid":"compute/nebius-research-grants","eid":"nebius","topic":"compute","slug":"nebius-research-grants","provider":"Nebius research grants","url":"https://nebius.com/nebius-research-grants","domain":"nebius.com","category":"GPU cloud","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":null,"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":"GPU cloud credits, Token Factory tokens and Tavily credits. The page states 'The exact amount is determined individually based on each proposal' and states n...","duplicate_of":null,"n_unknown":10},"record":{"topic":"compute","slug":"nebius-research-grants","provider":"Nebius research grants","url":"https://nebius.com/nebius-research-grants","category":"GPU cloud","free_tier":{"stated":"GPU cloud credits, Token Factory tokens and Tavily credits. The page states 'The exact amount is determined individually based on each proposal' and states no ceiling. Eligibility is a closed list of four roles, all academic: 'Postgraduate students conducting academic research', 'PhD students and postdoctoral researchers', 'Faculty members from accredited academic institutions', 'Researchers from accredited academic institutions or non-profit research organizations'.","unit":"none","metered_on":"wall-clock","source_url":"https://nebius.com/nebius-research-grants","read_on":"2026-10-22","notes":"one-time-credit"},"per_object_cap":{"stated":"not applicable","bytes":null,"source_url":"https://nebius.com/nebius-research-grants","notes":null},"retention":{"stated":"not applicable","days":null,"source_url":"https://nebius.com/nebius-research-grants","notes":null},"egress":{"terms":"not stated","metered":false,"free_allowance":null,"price_per_tb":null,"source_url":"https://nebius.com/nebius-research-grants"},"interface":["unknown"],"interface_detail":"inferred from the tooling the provider documents; not probed","tooling":"not stated","chaining":"None usable: the award is denominated in the vendor's own credits and tokens, so it does not compose with another provider's allowance, and the identity gate precedes it.","limits":[{"kind":"write-gated","value":"the eligible-role list names only students, postdocs and staff of accredited institutions, so an unaffiliated applicant has no category to apply under.","source":"https://nebius.com/nebius-research-grants"}],"limits_note":"the eligible-role list names only students, postdocs and staff of accredited institutions, so an unaffiliated applicant has no category to apply under.","binding":"write-gated","binding_note":"the eligible-role list names only students, postdocs and staff of accredited institutions, so an unaffiliated applicant has no category to apply under.","identity_cost":{"kind":"institution","detail":null,"country":null},"reliability_note":"no reliability event recorded","confidence":"documented","evidence":[{"url":"https://nebius.com/nebius-research-grants","date":"2026-10-22","proved":"the 'Who can apply' list names exactly four roles, every one tied to an accredited academic or non-profit institution; 'The exact amount is determined individually based on each proposal'; page 200"},{"url":"https://nebius.com/nebius-research-grants","date":"2026-10-22","proved":"'We are now accepting applications for the 2026-2027 academic year', 'Nebius Academy will review applications throughout summer 2026', 'Successful applicants will be notified by email in late Q3 to early Q4 2026' - a seasonal cycle, not a rolling one"}],"verdict":"fails-identity","verified_at":"2026-10-22T00:00:00.000Z","notes":"Recorded because the amount is unbounded and the program is live, which makes it a magnet for the next session. The absence of a published ceiling is the trap: 'determined individually' means the record has no number to compare against any other entry, and the four-role list has no independent lane. A co-marketing obligation is attached ('being open to publicly acknowledging Nebius support'), which is a publishing condition rather than a compute one. Nothing here is a reason to reject it as a product; the door is the finding.","extras":{"wave2":{"class":"research-credit","free_tier_kind":"one-time-credit","shape":{"vcpu":null,"ram_gib":null,"gpu_class":null,"gpu_count":null}}}},"claims":[{"path":"$.free_tier.stated","kind":"free-quota","num":null,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"unparsed"},{"path":"$.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"],["$.identity_cost.detail","process"],["$.interface","interface-unknown"],["$.per_object_cap.notes","process"],["$.per_object_cap.stated","not-applicable"],["$.reliability_note","none-observed"],["$.retention.notes","process"],["$.retention.stated","not-applicable"],["$.tooling","not-stated"]],"history":[],"drift":[]}