{"eid":"deepinfra","name":"DeepInfra","domain":"deepinfra.com","resolved_by":"domain","topics":["compute","inference"],"n_records":4,"best_vorder":3,"review":null,"aliases":["DeepInfra","DeepInfra DeepStart","DeepInfra GPU","DeepInfra Sandboxes","deepinfra.com"],"records":[{"rid":"compute/deepinfra-gpu","card":{"rid":"compute/deepinfra-gpu","eid":"deepinfra","topic":"compute","slug":"deepinfra-gpu","provider":"DeepInfra GPU","url":"https://deepinfra.com/pricing","domain":"deepinfra.com","category":"GPU cloud","tier":"Dedicated GPUs: private deployments and GPU instances","verdict":"paid-only","vorder":3,"grp":"paid","self_hosted":0,"confidence":"documented","binding":"none","identity_kind":"card","identity_basis":"stated","needs_card":1,"needs_phone":0,"needs_id":0,"needs_institution":0,"country":null,"crypto":null,"interfaces":"ssh,rest","egress_metered":0,"per_object_bytes":null,"retention_days":null,"verified_at":"2026-11-03T07:36:21.466Z","verified_basis":"live","checked_on":"2026-11-03","stale_on":"2026-12-04","n_evidence":13,"usd_month":null,"usd_per_tb_month":null,"summary":"No free GPU allowance. Dedicated GPU rates on the pricing page, billed in minute granularity: A100 80 GB USD 1.49 per GPU-hour, H100 80 GB USD 2.90, H200 141...","duplicate_of":null,"n_unknown":2,"free_unit":"none"},"record":{"topic":"compute","slug":"deepinfra-gpu","provider":"DeepInfra GPU","url":"https://deepinfra.com/pricing","category":"GPU cloud","tier":"Dedicated GPUs: private deployments and GPU instances","free_tier":{"stated":"No free GPU allowance. Dedicated GPU rates on the pricing page, billed in minute granularity: A100 80 GB USD 1.49 per GPU-hour, H100 80 GB USD 2.90, H200 141 GB USD 3.49, B200 180 GB USD 4.89, B300 270 GB USD 5.89. These are the price list for deploying a custom model on dedicated GPUs and paying for uptime; the SSH GPU-instance page lists B200 (1x at USD 4.89 per hour, 8x at USD 39.12 per hour). L40S, RTX 4090 and L4 are not listed.","unit":"none","metered_on":"wall-clock","source_url":"https://deepinfra.com/pricing","read_on":"2026-11-03","notes":"none"},"per_object_cap":{"stated":"not applicable","bytes":null,"source_url":"https://deepinfra.com/pricing","notes":"GPU instances are sold as 1, 4 or 8 B200 cards; private deployments as dedicated SXM-connected GPUs"},"retention":{"stated":"All container data is permanently lost when a GPU-instance container is terminated; save work before stopping.","days":null,"source_url":"https://docs.deepinfra.com/gpu-instances/overview","notes":"a machine record: what is lost is the container's data"},"egress":{"terms":"'Pay by the minute with no egress fees.' on the GPU-instances page","metered":false,"free_allowance":null,"price_per_tb":null,"source_url":"https://deepinfra.com/gpu-instances"},"interface":["ssh","rest"],"interface_detail":"stated by the vendor docs, not probed: SSH to a container as the ubuntu user with a pasted public key, and an HTTP API at api.deepinfra.com/v1/containers","tooling":"dashboard 'New Container' with a pasted SSH public key, or the HTTP API with a bearer API key; private deployments from the dashboard Deployments page. The docs list B200 and B300 for SSH instances; A100, H100 and H200 are named for private deployments.","chaining":"the A100 and H100 rates are deployment rates for serving a custom model, billed while the GPUs run; whether they can be rented as plain SSH instances is unverified: behind a sign-up. The vendor's serverless token API is the inference topic.","limits":[],"limits_note":"no quota is stated for GPU rental on the pages read; the pages state a pre-paid or card requirement and a spending limit setting","binding":"none","binding_note":"no usage quota is stated for GPU rental; the constraint is the card or pre-pay requirement and that SSH instances are listed only for B200 and B300","identity_cost":{"kind":"card","detail":"'You have to add a card or pre-pay or you won't be able to use our services.' Sign-in is Google, GitHub, or email and password, and an email-and-password account gets a verification email.","country":null},"reliability_note":"unverified: no status page or incident history was read for this offer","confidence":"documented","evidence":[{"url":"https://deepinfra.com/pricing","date":"2026-11-03","capture":"sha256:0289de89e60d43a7e4fd29b3322a33af62c983a8349e1e7010d04d68afb8268a","quote":"| A100 | 80GB | $1.49 / GPU-hour |","proved":"A100 80 GB dedicated rate of USD 1.49 per GPU-hour"},{"url":"https://deepinfra.com/pricing","date":"2026-11-03","capture":"sha256:0289de89e60d43a7e4fd29b3322a33af62c983a8349e1e7010d04d68afb8268a","quote":"| H100 | 80GB | $2.90 / GPU-hour |","proved":"H100 80 GB dedicated rate of USD 2.90 per GPU-hour"},{"url":"https://deepinfra.com/pricing","date":"2026-11-03","capture":"sha256:0289de89e60d43a7e4fd29b3322a33af62c983a8349e1e7010d04d68afb8268a","quote":"You can deploy your own model on our hardware and pay for uptime.","proved":"the rate table is the price list for custom model deployments, billed for uptime"},{"url":"https://deepinfra.com/pricing","date":"2026-11-03","capture":"sha256:0289de89e60d43a7e4fd29b3322a33af62c983a8349e1e7010d04d68afb8268a","quote":"* Billed in minute granularity","proved":"dedicated GPUs are billed per minute"},{"url":"https://deepinfra.com/pricing","date":"2026-11-03","capture":"sha256:0289de89e60d43a7e4fd29b3322a33af62c983a8349e1e7010d04d68afb8268a","quote":"You have to add a card or pre-pay or you won't be able to use our services.","proved":"a card or a pre-payment is required to use the service"},{"url":"https://deepinfra.com/gpu-instances","date":"2026-11-03","capture":"sha256:5cee63e904ed3d6d1ec2b0d3a90008d49bea2ecdee1ab948702584f1aa797ce9","quote":"180GB1xB200NVIDIA B200 GPU -$4.89/hour","proved":"the GPU-instances page prices 1x B200 at USD 4.89 per hour"},{"url":"https://deepinfra.com/gpu-instances","date":"2026-11-03","capture":"sha256:5cee63e904ed3d6d1ec2b0d3a90008d49bea2ecdee1ab948702584f1aa797ce9","quote":"Access high-power GPUs when you need them. Pay by the minute with no egress fees.","proved":"per-minute billing and no egress fees on GPU instances"},{"url":"https://docs.deepinfra.com/gpu-instances/overview","date":"2026-11-03","capture":"sha256:4648d595de7d9a7f57fd9287067525dde128ab3f3720193cca8443c8dd94467d","quote":"Rent dedicated B200 GPU instances with SSH access for training, fine-tuning, and custom workloads.","proved":"SSH GPU instances are B200 instances"},{"url":"https://docs.deepinfra.com/gpu-instances/overview","date":"2026-11-03","capture":"sha256:4648d595de7d9a7f57fd9287067525dde128ab3f3720193cca8443c8dd94467d","quote":"> All container data is permanently lost when terminated. 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Distinct from the serverless inference API (inference/deepinfra), the DeepStart grant and the sandboxes, which other records hold."},"claims":[{"path":"$.free_tier","kind":"has-free-tier","num":0.0,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"ok"},{"path":"$.free_tier.stated","kind":"free-quota","num":80.0,"unit":"GB","per":null,"currency":null,"usd":null,"fx_date":null,"parse":"ok"}],"unknown":[["$.evidence[12].proved","withheld"],["$.per_object_cap.stated","not-applicable"]],"history":[],"drift":[]},{"rid":"compute/deepinfra-sandboxes","card":{"rid":"compute/deepinfra-sandboxes","eid":"deepinfra","topic":"compute","slug":"deepinfra-sandboxes","provider":"DeepInfra Sandboxes","url":"https://deepinfra.com/blog/sandboxes","domain":"deepinfra.com","category":"microVM (Kata on QEMU/KVM) sandbox","tier":"nano","verdict":"paid-only","vorder":3,"grp":"paid","self_hosted":0,"confidence":"documented","binding":"retention-clamped","identity_kind":"card","identity_basis":"stated","needs_card":1,"needs_phone":0,"needs_id":0,"needs_institution":0,"country":null,"crypto":null,"interfaces":"rest,cli","egress_metered":null,"per_object_bytes":null,"retention_days":7,"verified_at":"2026-10-24T01:54:08.000Z","verified_basis":"live","checked_on":"2026-10-24","stale_on":"2026-11-24","n_evidence":4,"usd_month":39.42,"usd_per_tb_month":null,"summary":"no free tier: 'the nano plan starts at just $0.054/hour, billed by the second'; no credit or trial is offered for sandboxes on the pages read","duplicate_of":null,"n_unknown":1,"free_unit":"none"},"record":{"topic":"compute","slug":"deepinfra-sandboxes","provider":"DeepInfra Sandboxes","url":"https://deepinfra.com/blog/sandboxes","category":"microVM (Kata on QEMU/KVM) sandbox","tier":"nano","free_tier":{"stated":"no free tier: 'the nano plan starts at just $0.054/hour, billed by the second'; no credit or trial is offered for sandboxes on the pages read","unit":"none","metered_on":"wall-clock","source_url":"https://deepinfra.com/blog/sandboxes","read_on":"2026-10-24"},"per_object_cap":{"stated":"not applicable: the unit is a sandbox, not an object. Each command defaults to a 60-second timeout with a 30-minute hard cap."},"retention":{"stated":"Stopping keeps /workspace and resets everything else; 'you've got up to 7 days to start() it again before it's permanently deleted'. Only /workspace survives a stop, and failed sandboxes lose /workspace.","days":7,"source_url":"https://deepinfra.com/blog/sandboxes"},"egress":{"terms":"Not published. The overview page and the blog post state the compute and lifecycle meters and say nothing about a traffic allowance or a per-GB egress rate.","metered":false,"free_allowance":null,"price_per_tb":null,"source_url":"https://docs.deepinfra.com/sandboxes/overview"},"interface":["rest","cli"],"interface_detail":"Python SDK ('Sandbox.create(plan=\"medium\")') and an HTTP API, with a dashboard at deepinfra.com/dash/sandboxes.","tooling":"The vendor's Python SDK and REST API; commands run inside the microVM and files move only through /workspace.","chaining":"USD 0.054 an hour for the nano plan is USD 39.42 a month if never stopped, and a sandbox auto-stops after 24 hours of continuous running, so it is not an always-on machine.","limits":[{"kind":"retention-clamped","value":"auto-stop after 24 continuous running hours, a default 1-hour idle timeout that cannot be disabled, and 7 days of stopped retention before deletion","source":"https://deepinfra.com/blog/sandboxes"},{"kind":"volume-quota","value":"25 non-stopped sandboxes per account; 'shared-fleet capacity can temporarily prevent creation'","source":"https://docs.deepinfra.com/sandboxes/overview"}],"limits_note":"Billing runs while a sandbox is creating, starting, running or stopping, so 'per-second' includes boot and the disk save on stop. The plan shapes and rates are behind an authenticated catalog: GET /v1/sandboxes/catalog returned {\"detail\":\"User is not authorized to access this resource\"} to an unauthenticated request, and the docs say explicitly not to hardcode the numbers.","binding":"retention-clamped","binding_note":"The 24-hour auto-stop is the first hard wall: no configuration on the pages read lifts it, so the machine cannot be an always-on monitor or VPN node even before the price matters.","identity_cost":{"kind":"card","detail":"A DeepInfra account is required and sandboxes draw on DeepInfra billing; the catalog endpoint refuses an unauthenticated caller, so plan shapes and prices are visible only to a signed-in account. Card types, any authorisation hold, and whether a debit or prepaid card is accepted were not established.","country":null},"reliability_note":"Two documented loss paths: a failed sandbox loses /workspace, and everything outside /workspace is discarded on stop. Shared-fleet capacity can refuse creation.","confidence":"documented","confidence_note":"The nano rate, the per-second meter and the whole lifecycle are quoted from DeepInfra's own blog and docs, read. The rate-to-shape mapping is not documented publicly: the vendor directs readers to an authenticated catalog, so the shape fields stay null rather than guessed. What would raise it: a signed-in read of /v1/sandboxes/catalog, which would give the exact vCPU/RAM/disk of the nano plan.","evidence":[{"url":"https://deepinfra.com/blog/sandboxes","date":"2026-10-24","proved":"quoted: 'the `nano` plan starts at just $0.054/hour, billed by the second' and 'Leave one running and it auto-stops after 24 hours'"},{"url":"https://deepinfra.com/blog/sandboxes","date":"2026-10-24","proved":"retention: 'Stopping just pauses it: /workspace sticks around, everything else resets to a clean image. From there you've got up to 7 days to start() it again before it's permanently deleted.'"},{"url":"https://docs.deepinfra.com/sandboxes/overview","date":"2026-10-24","proved":"billing: 'Billing is per-second with no minimum, and only runs while a sandbox is creating, starting, running, or stopping - a stopped sandbox costs nothing'"},{"url":"https://docs.deepinfra.com/sandboxes/overview","date":"2026-10-24","proved":"no public shape/rate table: 'For current plan specs (vCPU, RAM, disk) and hourly pricing, don't hardcode numbers - check the live catalog'"}],"verdict":"paid-only","verified_at":"2026-10-24T01:54:08.000Z","price_per_tb_month":null,"notes":"Arithmetic: USD 0.054 an hour × 730 = USD 39.42 a month if the auto-stop did not exist; × 300 h = USD 16.20. The auto-stop makes the 730-hour figure hypothetical, and it is recorded as the price of the meter rather than the price of a machine. 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Both assume the sandbox is never auto-stopped, which the vendor's 24-hour rule makes impossible in practice.","free_tier_kind":"none","network_out":{"allow_outbound":true,"allow_inbound_listen":null,"ports":"not published; the docs describe command execution and file transfer, not an inbound listener","static_ip":null,"ipv6":null,"per_session_bytes":null},"session_cap":{"wall_clock_min":1440,"idle_reap_s":3600,"restart_required":true,"note":"auto-stop at 24 h continuous; 1 h default idle timeout; 7-day stopped retention"},"aggregator_gross_usd_month":null,"aggregator_note":"sandboxprices.com has a DeepInfra Sandboxes row marked unverified with no total, for the same reason recorded here: the shape-to-rate mapping is behind the authenticated catalog."}},"claims":[{"path":"$.extras.m10h_usd","kind":"price","num":16.2,"unit":"10 hours a day","per":"month","currency":"USD","usd":16.2,"fx_date":null,"parse":"ok"},{"path":"$.extras.m24h_usd","kind":"price","num":39.42,"unit":null,"per":"month","currency":"USD","usd":39.42,"fx_date":null,"parse":"ok"},{"path":"$.free_tier","kind":"has-free-tier","num":0.0,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"ok"},{"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:retention-clamped","num":null,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"unparsed"},{"path":"$.limits[1].value","kind":"limit:volume-quota","num":null,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"unparsed"}],"unknown":[["$.egress.metered","egress-unknown"]],"history":[],"drift":[]},{"rid":"inference/deepinfra","card":{"rid":"inference/deepinfra","eid":"deepinfra","topic":"inference","slug":"deepinfra","provider":"DeepInfra","url":"https://api.deepinfra.com/v1/openai","domain":"deepinfra.com","category":"inference endpoint, keyed free tier","tier":null,"verdict":"paid-only","vorder":3,"grp":"paid","self_hosted":0,"confidence":"documented","binding":"none","identity_kind":"card","identity_basis":"stated","needs_card":1,"needs_phone":0,"needs_id":0,"needs_institution":0,"country":null,"crypto":null,"interfaces":"rest","egress_metered":null,"per_object_bytes":null,"retention_days":null,"verified_at":"2026-11-04T05:38:58.774Z","verified_basis":"live","checked_on":"2026-11-04","stale_on":"2026-12-05","n_evidence":8,"usd_month":null,"usd_per_tb_month":null,"summary":"no free allowance: a card or a prepaid balance is required before any use ('You have to add a card or pre-pay or you won't be able to use our services')","duplicate_of":null,"n_unknown":4,"free_unit":"none"},"record":{"topic":"inference","per_object_cap":{"stated":"not applicable"},"retention":{"stated":"not applicable"},"egress":{"terms":null,"metered":false},"interface":["rest"],"tooling":"any OpenAI-compatible client","chaining":"pairs with an agent after a signup; the scarce link is the account and the unread allowance is the gap","limits":[{"kind":"request-rate","value":"200 concurrent requests per model, default per account; HTTP 429 'Rate limited' above the limit; an increase is requested from the Dashboard Account page","source":"https://deepinfra.com/docs/advanced/rate-limits"}],"slug":"deepinfra","provider":"DeepInfra","url":"https://api.deepinfra.com/v1/openai","category":"inference endpoint, keyed free tier","free_tier":{"stated":"no free allowance: a card or a prepaid balance is required before any use ('You have to add a card or pre-pay or you won't be able to use our services')","unit":"none","metered_on":"none","source_url":"https://api.deepinfra.com/v1/openai","read_on":"2026-10-22","notes":"a promotional USD 20 in free credits is offered to viewers of the Two Minute Papers channel, claimed through a login link carrying deal=2mpapers; whether a card is needed to spend it is not stated on that page (unverified)"},"limits_note":"the limit is on concurrent requests, not per-minute volume: at 200 concurrent requests, a 1 second request gives approximately 12,000 RPM","identity_cost":{"kind":"card","detail":"the pricing page states a card or a prepaid balance is required before any use","country":null},"reliability_note":"no reliability event recorded; no key was available","confidence":"documented","confidence_note":"the card-or-prepay requirement is quoted from the pricing page, the concurrency limit from the rate-limits documentation and the promotional credit from the Two Minute Papers page; all three are first-party pages","evidence":[{"url":"https://deepinfra.com/pricing","date":"2026-10-22","proved":"'You have to add a card or pre-pay or you won't be able to use our services. Pre-paid accounts draw down their balance as they go', quoted"},{"url":"https://deepinfra.com/papers","date":"2026-10-22","proved":"'we're thrilled to offer you $20 in free credits to explore DeepInfra's AI inference cloud', claimed through a login deal link, quoted"},{"url":"https://deepinfra.com/pricing","date":"2026-10-28","proved":"a card or a prepaid balance is required before any use","capture":"sha256:d7dd624d93783f5ba68f1f9b6b87184b185ac17a77d772ab51692f14c17a93b4","quote":"You have to add a card or pre-pay or you won't be able to use our services. Pre-paid accounts draw down their balance as they go, and invoiced accounts are billed once at the beginning of the following month."},{"url":"https://deepinfra.com/papers","date":"2026-10-28","proved":"DeepInfra offers USD 20 in free credits to viewers of Two Minute Papers through a Claim link to its login page with deal=2mpapers","capture":"sha256:80f3628f1fffa009552c3f46e002c83e0edda1c8fb3684a679bf35b8be364076","quote":"As a valued viewer of Two Minute Papers, we’re thrilled to offer you $20 in free credits to explore DeepInfra’s AI inference cloud."},{"url":"https://deepinfra.com/docs/advanced/rate-limits","date":"2026-10-28","proved":"the default limit is 200 concurrent requests per model for every account","capture":"sha256:74ce39bcc7cd4debc03938310e771321d27a7db3486017a5f6888a2e2d2523da","quote":"Every account has a default limit of 200 concurrent requests per model."},{"url":"https://deepinfra.com/docs/advanced/rate-limits","date":"2026-10-28","proved":"at a 1 second average duration the 200 concurrent limit corresponds to approximately 12,000 RPM","capture":"sha256:74ce39bcc7cd4debc03938310e771321d27a7db3486017a5f6888a2e2d2523da","quote":"| 1 second | 200 | 12,000 RPM |"},{"url":"https://deepinfra.com/pricing","date":"2026-11-03","proved":"the pricing page still states a card or a prepaid balance is required before use","capture":"sha256:0289de89e60d43a7e4fd29b3322a33af62c983a8349e1e7010d04d68afb8268a","quote":"You have to add a card or pre-pay or you won't be able to use our services. Pre-paid accounts draw down their balance as they go, and invoiced accounts are billed once at the beginning of the following month."},{"url":"https://deepinfra.com/papers","date":"2026-11-03","proved":"the USD 20 offer is still published; the page lists Register, Dashboard, run a command, and names no card or prepaid balance","capture":"sha256:09e93d4784cc3f095a9bbf36560ca7939fccf456b2f533a76a2d63a4a56ff4be","quote":"As a valued viewer of Two Minute Papers, we’re thrilled to offer you $20 in free credits to explore DeepInfra’s AI inference cloud."}],"verdict":"paid-only","verified_at":"2026-11-04T05:38:58.774Z","binding":"none","notes":"The weakest record in this topic and it says so. It exists to stop a name becoming a rediscovery. The pricing page states the opposite in one sentence, and the only free balance is a channel promotion. Paid-only is the correct verdict and documented is the correct rung.","extras":{"checked":{"verdict_change":"qualifies-with-caveat -> paid-only on 2026-10-22"}}},"claims":[{"path":"$.free_tier","kind":"has-free-tier","num":0.0,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"ok"},{"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:request-rate","num":null,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"unparsed"}],"unknown":[["$.egress.metered","egress-unknown"],["$.egress.terms","process"],["$.per_object_cap.stated","not-applicable"],["$.retention.stated","not-applicable"]],"history":[{"hid":"2026-10-22T151500Z-2","when":"2026-10-22T15:15:00Z","status":"corrected","title":"Compute deepinfra requires a card"}],"drift":[]},{"rid":"compute/deepinfra-deepstart","card":{"rid":"compute/deepinfra-deepstart","eid":"deepinfra","topic":"compute","slug":"deepinfra-deepstart","provider":"DeepInfra DeepStart","url":"https://deepinfra.com/deepstart","domain":"deepinfra.com","category":"inference API","tier":null,"verdict":"fails-identity","vorder":4,"grp":"rejected","self_hosted":0,"confidence":"documented","binding":"retention-clamped","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":"2026-11-22","n_evidence":2,"usd_month":null,"usd_per_tb_month":null,"summary":"50,000,000,000 free inference tokens for an approved startup, priced at DeepSeek V4 Flash rates and expiring one year after approval. At the DeepSeek-V4-Flas...","duplicate_of":null,"n_unknown":8,"free_unit":"none"},"record":{"topic":"compute","slug":"deepinfra-deepstart","provider":"DeepInfra DeepStart","url":"https://deepinfra.com/deepstart","category":"inference API","free_tier":{"stated":"50,000,000,000 free inference tokens for an approved startup, priced at DeepSeek V4 Flash rates and expiring one year after approval. At the DeepSeek-V4-Flash-0731 rate of USD 0.06 per million input tokens the grant is worth USD 3,000 of input, or USD 9,000 at the USD 0.18 output rate.","unit":"none","metered_on":"wall-clock","source_url":"https://deepinfra.com/deepstart","read_on":"2026-10-22","notes":"grant"},"per_object_cap":{"stated":"not applicable","bytes":null,"source_url":"https://deepinfra.com/deepstart","notes":null},"retention":{"stated":"the funding gate fails before the tokens do: 'Have raised between 250K and 10M USD' and 'Founded in the last 2 years' are company facts, and the credits also expire one year after approval.","days":null,"source_url":"https://deepinfra.com/deepstart","notes":null},"egress":{"terms":"not stated","metered":false,"free_allowance":null,"price_per_tb":null,"source_url":"https://deepinfra.com/deepstart"},"interface":["rest"],"interface_detail":"inferred from the tooling the provider documents; not probed","tooling":"not stated","chaining":"none for a user: a grant needs a funded company, so it cannot compose with anything a single person holds.","limits":[{"kind":"retention-clamped","value":"the funding gate fails before the tokens do: 'Have raised between 250K and 10M USD' and 'Founded in the last 2 years' are company facts, and the credits also expire one year after approval.","source":"https://deepinfra.com/deepstart"}],"limits_note":"the funding gate fails before the tokens do: 'Have raised between 250K and 10M USD' and 'Founded in the last 2 years' are company facts, and the credits also expire one year after approval.","binding":"retention-clamped","binding_note":"the funding gate fails before the tokens do: 'Have raised between 250K and 10M USD' and 'Founded in the last 2 years' are company facts, and the credits also expire one year after approval.","identity_cost":{"kind":"institution","detail":null,"country":null},"reliability_note":"no reliability event recorded","confidence":"documented","evidence":[{"url":"https://deepinfra.com/deepstart","date":"2026-10-22","proved":"'DeepStart ~50,000,000,000 free tokens*' with 'To qualify your startup needs to meet the following: Have raised between 250K and 10M USD; Founded in the last 2 years; * at DeepSeek V4 Flash prices; Credits expire 1 year after approval', quoted"},{"url":"https://deepinfra.com/pricing","date":"2026-10-22","proved":"DeepSeek-V4-Flash-0731 at USD 0.06 per 1M input and USD 0.18 per 1M output tokens, used for the conversion, quoted"}],"verdict":"fails-identity","verified_at":"2026-10-22T00:00:00.000Z","notes":"50,000,000,000 tokens / 1,000,000 = 50,000 units of a million tokens; 50,000 x USD 0.06 = USD 3,000 input-equivalent; 50,000 x USD 0.18 = USD 9,000 output-equivalent. A third-party list circulating on 2026-10-22 states the grant is 1,000,000,000 tokens, which the vendor page contradicts by a factor of 50; the vendor figure is recorded. This is the largest per-entity inference credit found and it is closed to a person without a funded company. It is a separate programme from the signup record above: the same provider carries both a closed grant and a card-gated API.","extras":{"facets":{"class":"startup-grant","free_tier_kind":"grant","shape":{"vcpu":null,"ram_gib":null,"gpu_class":null,"gpu_count":null}}}},"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":null,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"unparsed"},{"path":"$.limits[0].value","kind":"limit:retention-clamped","num":null,"unit":null,"per":null,"currency":null,"usd":null,"fx_date":null,"parse":"unparsed"}],"unknown":[["$.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"],["$.tooling","not-stated"]],"history":[],"drift":[]}]}