{"rid":"compute/cerebras-inference-research","card":{"rid":"compute/cerebras-inference-research","eid":"cerebras","topic":"compute","slug":"cerebras-inference-research","provider":"Cerebras Inference Research","url":"https://www.cerebras.ai/blog/grantfrp","domain":"cerebras.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":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":3,"usd_month":null,"usd_per_tb_month":null,"summary":"'Selected Principal Investigators (PIs) may receive the following: Cerebras Inference service credits, equivalent to no more than $50,000 USD of inference cr...","duplicate_of":null,"n_unknown":10},"record":{"topic":"compute","slug":"cerebras-inference-research","provider":"Cerebras Inference Research","url":"https://www.cerebras.ai/blog/grantfrp","category":"inference API","free_tier":{"stated":"'Selected Principal Investigators (PIs) may receive the following: Cerebras Inference service credits, equivalent to no more than $50,000 USD of inference credits' plus 'tutorials and hands-on sessions with Cerebras engineers and researchers'. The call is addressed to 'university faculty and researchers'. The amount is capped by the vendor and 'The final grant amount and details will be determined by Cerebras.'","unit":"none","metered_on":"wall-clock","source_url":"https://www.cerebras.ai/blog/grantfrp","read_on":"2026-10-22","notes":"grant-credits"},"per_object_cap":{"stated":"not applicable","bytes":null,"source_url":"https://www.cerebras.ai/blog/grantfrp","notes":null},"retention":{"stated":"not applicable","days":null,"source_url":"https://www.cerebras.ai/blog/grantfrp","notes":null},"egress":{"terms":"not stated","metered":false,"free_allowance":null,"price_per_tb":null,"source_url":"https://www.cerebras.ai/blog/grantfrp"},"interface":["unknown"],"interface_detail":"inferred from the tooling the provider documents; not probed","tooling":"not stated","chaining":"It would compose with the free Cerebras inference tier already recorded, because both spend one account. It does not compose for an individual: the PI requirement is the wall, and the USD 50,000 is the largest single number that a person without an affiliation cannot touch.","limits":[{"kind":"write-gated","value":"a written proposal reviewed by Cerebras, with a principal investigator attached to a university, is the gate; the currency is inference tokens rather than machine time, so no node-hour figure exists to plan against.","source":"https://www.cerebras.ai/blog/grantfrp"}],"limits_note":"a written proposal reviewed by Cerebras, with a principal investigator attached to a university, is the gate; the currency is inference tokens rather than machine time, so no node-hour figure exists to plan against.","binding":"write-gated","binding_note":"a written proposal reviewed by Cerebras, with a principal investigator attached to a university, is the gate; the currency is inference tokens rather than machine time, so no node-hour figure exists to plan against.","identity_cost":{"kind":"institution","detail":null,"country":null},"reliability_note":"no reliability event recorded","confidence":"documented","evidence":[{"url":"https://www.cerebras.ai/blog/grantfrp","date":"2026-10-22","proved":"'Cerebras Inference service credits, equivalent to no more than $50,000 USD of inference credits', quoted, in the Grant section"},{"url":"https://www.cerebras.ai/blog/grantfrp","date":"2026-10-22","proved":"'We invite university faculty and researchers to respond to this Request for Proposals (RFP)', quoted"},{"url":"https://www.cerebras.ai/blog/grantfrp","date":"2026-10-22","proved":"'The final grant amount and details will be determined by Cerebras', quoted, so the USD 50,000 is a ceiling and not an award"}],"verdict":"fails-identity","verified_at":"2026-10-22T00:00:00.000Z","notes":"The rung is documented, and the number is deliberately recorded with its ceiling wording. What is unknown and left null: the application window, whether the RFP is still open, and the token-to-dollar rate used to denominate the award. A reader should treat this as a closed door with a big number behind it, not as capacity.","extras":{"wave2":{"class":"institution-grant","free_tier_kind":"grant-credits","shape":{"vcpu":null,"ram_gib":null,"gpu_class":"Cerebras Wafer Scale Engine 3, inference only","gpu_count":null}}}},"claims":[{"path":"$.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":[]}