Microsoft

• $.free_tier.notes process
• $.per_object_cap.notes not-extracted
• $.per_object_cap.stated not-extracted
• $.retention.notes not-extracted
• $.retention.stated not-extracted

• $.free_tier.notes process
• $.identity_cost.detail defaulted
• $.identity_cost.kind identity-defaulted
• $.per_object_cap.notes not-extracted
• $.per_object_cap.stated not-extracted
• $.retention.notes not-extracted
• $.retention.stated not-extracted

• $.evidence[3].url private-url
• $.free_tier.notes process
• $.per_object_cap.notes not-extracted
• $.retention.notes not-extracted
• $.retention.stated not-extracted

• $.free_tier.notes process
• $.per_object_cap.notes not-extracted
• $.per_object_cap.stated not-extracted
• $.retention.notes not-extracted
• $.retention.stated not-extracted

• $.reliability_note none-observed

{
 "shape": null,
 "billing_model": "consumed-cpu",
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": 1200,
  "restart_required": false,
  "note": "20-minute idle timeout: 'Web apps can time out after 20 minutes of inactivity, and only direct requests to the app reset this idle timer. Actions like viewing the portal or accessing the Kudu tools don't keep the app active.'"
 },
 "keep_rate": {
  "value": 0.0,
  "basis": "a free app does not bill",
  "source": "https://azure.microsoft.com/en-us/pricing/details/app-service/linux/"
 },
 "persistent_storage": {
  "included_gib": 1,
  "price_gib_month": "not offered",
  "durability": "app files",
  "survives_stop": true,
  "survives_destroy": false,
  "max_retention": "while the plan exists"
 },
 "network_out": {
  "allow_outbound": true,
  "allow_inbound_listen": true,
  "ports": "HTTPS on the app hostname",
  "static_ip": null,
  "ipv6": null,
  "per_session_bytes": null
 },
 "free_tier_kind": "allowance",
 "census_rows": [
  "azure-appservice-f1"
 ]
}

• $.confidence_note withheld
• $.egress.metered egress-unknown
• $.per_object_cap.notes process
• $.per_object_cap.stated not-applicable
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{
 "talaria_m10h_usd": 59.4,
 "talaria_m24h_usd": 150.12,
 "nemo_m10h_usd": 3.6,
 "keep_rate": 1.0,
 "keep_rate_basis": null,
 "billing_model": "per-second",
 "shape": {
  "vcpu": 0.25,
  "ram_gib": 0.5,
  "disk_gib": null,
  "gpu_class": null,
  "gpu_count": null
 },
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "scale to zero unless a minimum replica count is set"
 },
 "persistent_storage": null,
 "network_out": {
  "allow_outbound": true,
  "allow_inbound_listen": true,
  "ports": "ingress on the container port with an Azure-provided hostname",
  "static_ip": false,
  "ipv6": false,
  "per_session_bytes": null
 },
 "price_note": "the two seed columns disagree because nemo applied the USD 5.40 monthly grant to a SKU the grant does not cover. talaria's USD 59.40 is the gross bill at the published rate and nemo's USD 3.60 nets a grant against it. One of them applied the credit to the wrong meter",
 "free_tier_kind": "monthly-grant",
 "catalogue_field_warning": "free_monthly_credit conflates a recurring grant with a one-time grant divided by a month",
 "dispute": "talaria USD 59.40 vs nemo USD 3.60. The plan names this as a credit-applied-to-the-wrong-meter case, so it is an error rather than product ambiguity: the grant does not attach to the SKU nemo priced",
 "granularity": {
  "min_billed_s": 0,
  "rounding_s": null
 },
 "burst_x": 3.5,
 "burst_bill": "min 1 h",
 "net": null,
 "term": "monthly",
 "m10h_usd": 0.0,
 "m24h_usd": 0.0,
 "price_arithmetic": "free inside the monthly grant; 8.3 days of a 0.25 vCPU / 512 MiB replica exhausts both meters"
}

• $.chaining not-stated
• $.egress.metered egress-unknown
• $.evidence[0].proved process
• $.extras.keep_rate_basis process
• $.interface interface-unknown
• $.interface_detail withheld
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{
 "talaria_m10h_usd": 64.8,
 "talaria_m24h_usd": 155.52,
 "nemo_m10h_usd": 64.8,
 "keep_rate": 1.0,
 "keep_rate_basis": null,
 "billing_model": "unclassified",
 "shape": null,
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "no automatic reap is described: you manage create, suspend, resume and delete, and a stopped sandbox is free of compute charges"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": null,
 "free_tier_kind": "allowance",
 "granularity": {
  "min_billed_s": 0,
  "rounding_s": null
 },
 "burst_x": 1.0,
 "ps": {
  "gib": null,
  "price": "volumes are a separate resource",
  "durability": "snapshot of memory and disk; persistent volumes",
  "on_stop": true,
  "on_destroy": false,
  "retention": "until the sandbox is deleted"
 },
 "net": {
  "out": true,
  "in": true,
  "ports": "networking policies govern egress and ingress",
  "static_ip": null,
  "ipv6": null,
  "allowance": null
 }
}

• $.chaining not-stated
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• $.identity_cost.detail defaulted
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{
 "talaria_m10h_usd": 73.8,
 "talaria_m24h_usd": 177.12,
 "nemo_m10h_usd": null,
 "keep_rate": 1.0,
 "keep_rate_basis": null,
 "billing_model": "unclassified",
 "shape": null,
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "no session cap published; the meters run while the agent is hosted"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": null,
 "free_tier_kind": "one-time-credit",
 "net": null
}

• $.chaining not-stated
• $.confidence_note partly-held
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• $.evidence[0].proved process
• $.extras.keep_rate_basis process
• $.extras.price_note process
• $.free_tier.notes withheld
• $.free_tier.stated withheld
• $.identity_cost.detail defaulted
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• $.interface interface-unknown
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• $.per_object_cap.stated not-stated
• $.reliability_note none-observed
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{
 "wave2": {
  "class": "perpetual-allowance",
  "free_tier_kind": "perpetual-allowance",
  "shape": {
   "vcpu": null,
   "ram_gib": 1.5,
   "gpu_class": null,
   "gpu_count": null
  }
 }
}

• $.egress.metered egress-unknown
• $.egress.terms not-stated
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{
 "talaria_m10h_usd": 1116.0,
 "talaria_m24h_usd": 2678.4,
 "nemo_m10h_usd": null,
 "keep_rate": 1.0,
 "keep_rate_basis": null,
 "billing_model": "unclassified",
 "shape": null,
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "a hosted job has its own timeout; the monthly minute pool is what runs out first"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": null,
 "free_tier_kind": "allowance",
 "granularity": {
  "min_billed_s": 60,
  "rounding_s": null
 },
 "net": null
}

• $.chaining not-stated
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{
 "talaria_m10h_usd": 11.28,
 "talaria_m24h_usd": 27.07,
 "nemo_m10h_usd": 11.9,
 "keep_rate": 1.0,
 "keep_rate_basis": null,
 "billing_model": "flat-pool",
 "shape": null,
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "no reap; a Stopped VM keeps billing its cores, so the cost lever is Deallocate, which discards the temporary disk"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": "a VPS bills by the month with an hourly rate capped at the monthly figure, so the two columns answer two questions: destroying the box between runs versus keeping it up.",
 "free_tier_kind": "one-time-credit",
 "m10h_usd": 11.28,
 "m24h_usd": 28.55,
 "price_basis": "10 h/day column = 300 h at the hourly rate, which is what a server destroyed between runs costs; 24/7 column = the monthly cap, because a VPS kept up all month stops at the cap.",
 "granularity": {
  "min_billed_s": 60,
  "rounding_s": null
 },
 "burst_x": 1.025,
 "ps": {
  "gib": null,
  "price": "managed disks are billed separately from the instance",
  "durability": "managed disk",
  "on_stop": true,
  "on_destroy": false,
  "retention": "while the disk exists; the temporary disk does not survive a deallocation"
 },
 "net": {
  "out": true,
  "in": true,
  "ports": "any",
  "static_ip": false,
  "ipv6": false,
  "allowance": "a dynamic VIP is included; a reserved IP is charged"
 }
}

• $.chaining not-stated
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{
 "talaria_m10h_usd": 12.48,
 "talaria_m24h_usd": 29.95,
 "nemo_m10h_usd": null,
 "keep_rate": 1.0,
 "keep_rate_basis": null,
 "billing_model": "unclassified",
 "shape": {
  "vcpu": 2,
  "ram": 8,
  "disk": null,
  "gpu_class": null,
  "gpu_count": null,
  "note": "B2ts v2: 2 vCPU, 8 GiB burstable, with the Windows licence included in the free hours"
 },
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "750 hours a month is 730 hours of always-on use, so one machine of each family fits; the 12-month clock resets nothing"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": null,
 "free_tier_kind": "trial",
 "granularity": {
  "min_billed_s": 0,
  "rounding_s": null
 },
 "net": {
  "out": true,
  "in": true,
  "ports": "any",
  "static_ip": false,
  "ipv6": false,
  "allowance": null
 }
}

• $.chaining not-stated
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• $.extras.price_note process
• $.identity_cost.detail defaulted
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• $.per_object_cap.stated not-stated
• $.reliability_note none-observed
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{
 "wave2": {
  "class": "startup-credit",
  "free_tier_kind": "one-shot-credit",
  "shape": null
 }
}

• $.egress.metered egress-unknown
• $.egress.terms not-stated
• $.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
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• $.free_tier.notes process
• $.per_object_cap.notes not-extracted
• $.per_object_cap.stated not-extracted
• $.retention.notes not-extracted
• $.retention.stated not-extracted

• $.evidence[2].url private-url
• $.free_tier.notes process
• $.per_object_cap.notes not-extracted
• $.retention.notes not-extracted
• $.retention.stated not-extracted

• $.free_tier.notes process
• $.per_object_cap.notes not-extracted
• $.retention.notes not-extracted
• $.retention.stated not-extracted

• $.free_tier.notes process
• $.identity_cost.detail defaulted
• $.identity_cost.kind identity-defaulted
• $.per_object_cap.notes not-extracted
• $.retention.notes not-extracted

• $.free_tier.notes process
• $.identity_cost.detail defaulted
• $.identity_cost.kind identity-defaulted
• $.per_object_cap.notes not-extracted
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{
 "shape": null,
 "billing_model": "flat-pool",
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": 1200,
  "restart_required": false,
  "note": "20 minutes without interactive activity"
 },
 "keep_rate": {
  "value": 0.0,
  "basis": "free with the account",
  "source": "https://learn.microsoft.com/en-us/azure/cloud-shell/overview"
 },
 "persistent_storage": {
  "included_gib": 5,
  "price_gib_month": "an Azure Files share is billed separately once past the free grant",
  "durability": "Azure Files",
  "survives_stop": true,
  "survives_destroy": true,
  "max_retention": "while the storage account exists"
 },
 "network_out": {
  "allow_outbound": true,
  "allow_inbound_listen": false,
  "ports": "none",
  "static_ip": false,
  "ipv6": null,
  "per_session_bytes": null
 },
 "free_tier_kind": "allowance",
 "census_rows": [
  "azure-cloud-shell",
  "microsoft-azure-cloud-shell"
 ],
 "slug_merge": "microsoft-azure-cloud-shell is the same product under a renamed slug"
}

• $.egress.metered egress-unknown
• $.limits_note withheld
• $.per_object_cap.notes process
• $.per_object_cap.stated not-applicable
• $.reliability_note none-observed

{
 "shape": null,
 "billing_model": "allocated",
 "session_cap": null,
 "keep_rate": {
  "value": 1.0,
  "basis": "a running VM bills its hours against the 750",
  "source": "https://azure.microsoft.com/en-us/free/"
 },
 "persistent_storage": null,
 "network_out": {
  "allow_outbound": true,
  "allow_inbound_listen": true,
  "ports": "all through a network security group",
  "static_ip": true,
  "ipv6": true,
  "per_session_bytes": null
 },
 "free_tier_kind": "one-time-credit",
 "census_rows": [
  "azure-free-account"
 ]
}

• $.per_object_cap.notes process
• $.per_object_cap.stated not-applicable
• $.reliability_note none-observed

{
 "talaria_m10h_usd": 14.79,
 "talaria_m24h_usd": 35.51,
 "nemo_m10h_usd": null,
 "keep_rate": 1.0,
 "keep_rate_basis": "always-on by contract",
 "billing_model": "unclassified",
 "shape": {
  "vcpu": 2,
  "ram": 8,
  "disk": 128,
  "gpu_class": null,
  "gpu_count": null,
  "note": "the entry Cloud PC; the top of the ladder is 8 vCPU, 32 GB and 256 GB"
 },
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "a Cloud PC is a persistent desktop for the subscription term; the trial is the only clock"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": null,
 "free_tier_kind": "trial",
 "granularity": {
  "min_billed_s": 0,
  "rounding_s": null
 },
 "ps": {
  "gib": 128,
  "price": "included in the subscription",
  "durability": "persistent Cloud PC disk",
  "on_stop": true,
  "on_destroy": false,
  "retention": "the subscription term"
 },
 "net": {
  "out": true,
  "in": true,
  "ports": "a managed desktop, reached through the Windows App",
  "static_ip": false,
  "ipv6": null,
  "allowance": null
 }
}

• $.chaining not-stated
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• $.evidence[0].proved process
• $.extras.price_note process
• $.identity_cost.detail defaulted
• $.identity_cost.kind identity-defaulted
• $.interface interface-unknown
• $.interface_detail withheld
• $.limits_note not-stated
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• $.per_object_cap.stated not-stated
• $.reliability_note none-observed
• $.retention.notes not-extracted
• $.retention.stated not-stated
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{
 "wg_path": "native-conf",
 "wg_detail": "a full Azure VM with a public IP; wg-quick binds UDP directly, with no Azure-side listener in the path",
 "ingress": "udp",
 "volume_tib_month": 2.18,
 "volume_stated": "$200 of credit at $0.087 per GB after the first 100 GB a month, so 2.18 TiB inside the 30-day credit window",
 "bytes_transit": "yes",
 "transit_note": "the VM's outbound bytes cross Microsoft's network and are metered as internet egress after 100 GB a month"
}

• $.per_object_cap.stated not-applicable
• $.retention.stated not-applicable

{
 "dead_end": {
  "failure_class": "quota",
  "why": "1 TB of data in OneLake, free for 60 days.",
  "retry_when": null,
  "first_recorded": "2026-10-21"
 }
}

• $.extras.dead_end.retry_when process
• $.free_tier.notes process
• $.identity_cost.kind identity-defaulted
• $.per_object_cap.notes not-extracted
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{
 "talaria_m10h_usd": null,
 "talaria_m24h_usd": null,
 "nemo_m10h_usd": null,
 "keep_rate": null,
 "keep_rate_basis": "no field in the source",
 "billing_model": "unclassified",
 "shape": null,
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "a dev box has a built-in hibernate-on-disconnect schedule that the client sets; the page states no vendor-imposed reap"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": null,
 "free_tier_kind": "none",
 "reclassified_from": "dead",
 "net": null
}

• $.chaining not-stated
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• $.evidence[0].proved process
• $.extras.price_note process
• $.free_tier.notes withheld
• $.free_tier.stated not-stated
• $.identity_cost.detail defaulted
• $.identity_cost.kind identity-defaulted
• $.interface interface-unknown
• $.interface_detail withheld
• $.per_object_cap.notes process
• $.per_object_cap.stated not-stated
• $.reliability_note none-observed
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{
 "talaria_m10h_usd": null,
 "talaria_m24h_usd": null,
 "nemo_m10h_usd": null,
 "keep_rate": null,
 "keep_rate_basis": "no field in the source",
 "billing_model": "unclassified",
 "shape": null,
 "session_cap": {
  "wall_clock_min": null,
  "idle_reap_s": null,
  "restart_required": false,
  "note": "the $5 a month add-on is exactly the cost of not being reaped: it keeps a Cloud PC instantly available"
 },
 "persistent_storage": null,
 "network_out": null,
 "price_note": null,
 "free_tier_kind": "none",
 "ps": {
  "gib": null,
  "price": "the Cloud PC's own disk, part of the configuration",
  "durability": "persistent Cloud PC",
  "on_stop": true,
  "on_destroy": false,
  "retention": "the subscription term"
 },
 "net": {
  "out": true,
  "in": true,
  "ports": "a managed desktop",
  "static_ip": false,
  "ipv6": null,
  "allowance": null
 }
}

• $.chaining not-stated
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• $.evidence[0].proved process
• $.extras.price_note process
• $.identity_cost.detail defaulted
• $.identity_cost.kind identity-defaulted
• $.interface interface-unknown
• $.interface_detail withheld
• $.per_object_cap.notes process
• $.per_object_cap.stated not-stated
• $.reliability_note none-observed
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{
 "wave2": {
  "class": "student-pack",
  "free_tier_kind": "recurring-credit",
  "shape": {
   "vcpu": 1,
   "ram_gib": 1,
   "gpu_class": null,
   "gpu_count": 0
  }
 }
}

• $.egress.metered egress-unknown
• $.egress.terms not-stated
• $.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
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{
 "wave2": {
  "class": "research-credit",
  "free_tier_kind": "one-time-credit",
  "shape": {
   "vcpu": null,
   "ram_gib": null,
   "gpu_class": null,
   "gpu_count": null
  }
 }
}

• $.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
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• $.retention.stated not-applicable
• $.tooling not-stated

{
 "wave2": {
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   "gpu_class": null,
   "gpu_count": null
  }
 }
}

• $.egress.metered egress-unknown
• $.egress.terms not-stated
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• $.per_object_cap.notes process
• $.per_object_cap.stated not-applicable
• $.reliability_note none-observed
• $.retention.notes process
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{
 "wave2": {
  "class": "vendor-oss-credits",
  "free_tier_kind": "none",
  "shape": null
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}

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• $.per_object_cap.stated not-applicable
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{
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  "class": "student-pack",
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  "shape": null
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}

• $.egress.metered egress-unknown
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{
 "wg_path": "native-conf",
 "wg_detail": "the same Azure VM and the same public IP as the paid offer, so wg-quick is native",
 "ingress": "udp",
 "volume_tib_month": 0.18,
 "volume_stated": "$100 of credit at $0.087 per GB is 1.04 TiB, plus 100 GB a month free, so about 0.18 TiB a month across a 12-month renewal",
 "bytes_transit": "yes",
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}

• $.per_object_cap.stated not-applicable
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{
 "dead_end": {
  "failure_class": "identity",
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{
 "wg_path": "none",
 "wg_detail": "It filters traffic addressed to an Azure public IP; it does not issue an address that forwards to an origin the client names.",
 "ingress": "none",
 "volume_tib_month": null,
 "volume_stated": "No volume allowance applies: the product is a mitigation policy on the client's own Azure public IP, not a proxy with a traffic allowance.",
 "bytes_transit": "no",
 "transit_note": "traffic goes for a user's own Azure public IP; nothing is forwarded on the client's behalf"
}

• $.per_object_cap.stated not-applicable
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{
 "wg_path": "none",
 "wg_detail": "There is no UDP forwarding to configure, so no WireGuard datagram can be carried.",
 "ingress": "http-only",
 "volume_tib_month": null,
 "volume_stated": "No UDP allowance exists. The product is billed per request and per GB of HTTP(S) delivery, with no L4 forwarding at any price.",
 "bytes_transit": "yes",
 "transit_note": "HTTP bytes only; UDP is not carried"
}

• $.per_object_cap.stated not-applicable
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{
 "dead_end": {
  "failure_class": "egress",
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}

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{
 "wg_path": "none",
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 "ingress": "tcp",
 "volume_tib_month": 0.0045,
 "volume_stated": "5 GB per user per month, stated in the Dev tunnels limits table; the same table caps a tunnel at 20 MB/s, 10 tunnels per user and 1500 HTTP requests per minute per port.",
 "bytes_transit": "yes",
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• $.per_object_cap.stated not-applicable
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "2 GiB free per ORGANIZATION (not per project, not per feed), then tiered per-GiB: 2–10 GiB $2/GiB, 10–100 GiB $1/GiB, 100–1,000 GiB $0.50/GiB, 1,000+ GiB $0.25/GiB.",
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "2 GiB free per organization, and publishing is blocked at the limit: 'Once your organization reaches the storage limit, you won't be able to publish new artifacts.' Supports NuGet/npm/Python",
  "retry_when": null,
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}

• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "5 GB LRS hot block storage, with 20,000 read and 10,000 write operations per month, free for 12 months. Azure Files: 100 GB LRS hot/cool/transaction-optimized, 12 months. Archive Storage: 10 GB LRS, 12 months.",
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}

• $.extras.dead_end.retry_when process
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "Basic SKU includes 10 GiB storage; Standard includes 100 GiB; Premium 500 GiB. Registry storage limit 40 TiB (Basic/Standard) / 100 TiB (Premium). Free grant: '1 Standard tier registry with 100 GB storage and 10 webhooks' for 12 months.",
  "retry_when": null,
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• $.extras.dead_end.retry_when process
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{
 "dead_end": {
  "failure_class": "retention",
  "why": "'Included storage' is bundled into a paid daily SKU rate, not granted free; 100 GB for 12 months then billing. Basic is a paid SKU from day one.",
  "retry_when": null,
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• $.chaining not-recorded
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{
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  "failure_class": "quota",
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}

• $.extras.dead_end.retry_when process
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• $.per_object_cap.notes not-extracted
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "2 GiB free per org, hard block on publish at the cap, and pay-go tiers start at $2/GB for the 2-10 GiB band. The 4 TiB Universal Package file ceiling is unusable with 2 GiB of pool.",
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "100 GB for 12 months only, then bills; requires an Azure subscription with card. No path to 500 GB.",
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "not-storage",
  "why": "$100 credit valid 12 months plus free monthly service amounts - a credit, not storage. Expires to pay-go.",
  "retry_when": "never; it is not storage",
  "first_recorded": "2026-10-21"
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}

• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "'$100 credit to use on Azure services within 12 months', renewable annually 'as long as you're a student'. $100 is a few TB-months at best; the 12-month balance expiry is the binding limit.",
  "retry_when": null,
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}

• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "Genuinely renewable - '$100 credit to use on Azure services within 12 months', renewed annually 'as long as you're a student' - but it is $100, roughly 1-2 TB-months of Blob. Restricted to f",
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "write-gated",
  "why": "No intake at all. It is a curated catalogue of Microsoft/partner data surfaced through Azure ML; there is no application, no quota and no route to place your own 20 TB there.",
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  "first_recorded": "2026-10-21"
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "retention",
  "why": "Retention is configurable and a run can be marked 'retained indefinitely', but the backing storage is the Azure DevOps organization's storage, and the org's free artifacts allowance is 2 GiB",
  "retry_when": null,
  "first_recorded": "2026-10-21"
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "Microsoft's public registry is pull-only for anonymous users - you cannot push, so it is not usable as the client's storage. Kept here only to confirm it was checked.",
  "retry_when": null,
  "first_recorded": "2026-10-21"
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "Cut from 1 TB/user to 10 GB/user OneDrive plus a 300 GB pooled tenant cap; setup now requires a linked Azure billing account, and that requirement cannot be skipped; eligibility needs a paid Visual Studio or ISV/",
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "Widely cited as 25 TB. The current FAQ caps developer tenants at 300 GB pooled storage and 10 GB OneDrive per user, with the Developer SKU contributing 0 GB SharePoint in mixed tenants. Belo",
  "retry_when": null,
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}

• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "5 GB LRS hot block blob with 20,000 read + 10,000 write operations, 'Free for your first 12 months'. Not in the always-free list.",
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• $.extras.dead_end.retry_when process
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "1 TB but 60 days only; after expiry non-Power BI items go inactive and content is retained just 7 days. Great API surface (DFS + Blob), wrong duration for a 20 TB archive.",
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• $.chaining not-recorded
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "Anonymous pulls work (MCR returns 200 at /v2/), but both are read-only mirrors of vendor images — no push, no account, no writable namespace.",
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "5 GB free per person for files in Teams for personal use; images/videos explicitly do not count and have no storage limit; files land in the 'Microsoft Teams Chat Files' folder in the user's OneDrive.",
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{
 "dead_end": {
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  "why": "10 GB per user (Essentials) or 1 TB per user (Business) but they are paid products - a trial at best. Only the Developer Program sandbox is actually free, and it is listed as a candidate abo",
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• $.chaining not-recorded
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{
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "5 GB free per Microsoft account; paid tiers 100 GB / 1 TB / 2 TB.",
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}

• $.extras.dead_end.retry_when process
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{
 "dead_end": {
  "failure_class": "quota",
  "why": "5 GB per Microsoft account, 2,000 accounts would be needed for 10 TB - not trivially repeatable, and no documented bulk-signup path.",
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