{
 "features_resolved": {
  "snapshot_any": null,
  "snapshot_mem": null,
  "fork": null,
  "pause_resume": null,
  "persistent_disk": null,
  "whole_disk": null,
  "persist_scope": null,
  "volumes": true,
  "auto_stop_idle": true,
  "long_sessions": true,
  "custom_image": null,
  "image_snapshot": null,
  "image_oci": null,
  "vm_isolation": null,
  "docker_inside": null,
  "nested_virt": null,
  "root": null,
  "systemd": null,
  "browser": null,
  "desktop": null,
  "computer_use": null,
  "code_interpreter": null,
  "browser_control": null,
  "desktop_control": null,
  "browser_and_desktop": null,
  "anti_bot": null,
  "captcha_solving": null,
  "residential_ip": null,
  "agent_harnesses": null,
  "ssh": null,
  "public_ipv4": null,
  "inbound_https": null,
  "custom_domain": null,
  "raw_tcp_inbound": null,
  "egress_allowlist": null,
  "open_internet": null,
  "static_egress_ip": null,
  "private_network": null,
  "self_host": true,
  "byoc": null,
  "open_source": true,
  "soc2": null,
  "hipaa": null,
  "sso": null,
  "gpu": true,
  "arm64": null,
  "windows": null,
  "macos": null,
  "lang_python": null,
  "lang_node": null,
  "lang_go": null,
  "lang_rust": null,
  "lang_java": null,
  "gpu_desktop": null,
  "credential_injection": null,
  "egress_http_rules": null,
  "wake_on_request": true,
  "live_resize": null,
  "fork_running": null,
  "memory_snapshot_fork": null,
  "webhooks": null,
  "scheduled_wakeups": null,
  "audit_logs": null,
  "eu_data_residency": null,
  "zero_data_retention": null,
  "scoped_api_keys": null,
  "spend_limits": null,
  "mcp_server": null,
  "usage_api": false,
  "snapshot_auto": null,
  "snapshot_on_demand": null,
  "harness_api": null,
  "own_agent_api": null,
  "fast_boot": null,
  "strong_isolation": null,
  "ingress_rules": null,
  "guest_firewall": null,
  "secret_proxy": false,
  "secret_proxy_any": false,
  "volume_attach": true,
  "volume_shared": true,
  "sidecar": null,
  "fuse": null,
  "kernel_features": null,
  "burst": null
 },
 "company": {
  "id": "comfy-deploy",
  "checked": "2026-09-30",
  "company": "Comfy Deploy",
  "ownership": {
   "value": "independent",
   "parent": null,
   "source": "https://www.ycombinator.com/companies/comfy-deploy",
   "quote": "Comfy Deploy | ComfyUI for everyone on your team | SUMMER 2024 | ACTIVE"
  },
  "stage": {
   "value": "seed",
   "source": "https://github.com/comfy-deploy/comfydeploy/blob/main/README.md",
   "quote": "We applied to YC—we were unsure if we would even get in, but we still decided to quit our jobs, and the day after we quit, we got in.",
   "confidence": "medium",
   "note": "Only funding evidence found is the YC deal itself (standard YC SAFE, typically ~$500k). No press release, TechCrunch coverage, or Crunchbase profile found mentioning a priced seed round, additional angel round, or Series A; the founders' own retrospective describes struggling growth and eventually re-open-sourcing the product rather than raising further capital. Confidence on exact stage/amount is medium because the YC standard deal terms were not independently confirmed for this company."
  },
  "accelerators": [
   {
    "name": "Y Combinator",
    "batch": "Summer 2024",
    "source": "https://www.ycombinator.com/companies/comfy-deploy",
    "quote": "Founded: 2024 Batch: Summer 2024 Team Size: 3 Status: Active Location: San Francisco",
    "confidence": "high",
    "via": "research"
   }
  ],
  "total_funding_usd": {
   "value": null,
   "status": "unknown"
  },
  "last_round": {
   "type": "seed",
   "amount_usd": null,
   "date": "2024-02",
   "leads": [
    "Y Combinator"
   ],
   "status": "unknown",
   "source": "https://github.com/comfy-deploy/comfydeploy/blob/main/README.md",
   "quote": "It was early February, just a couple of weeks after we met. We applied to YC—we were unsure if we would even get in, but we still decided to quit our jobs, and the day after we quit, we got in."
  },
  "investors": [
   "Y Combinator"
  ],
  "portfolio_listings": [],
  "revenue": {
   "value_usd": 348000,
   "kind": "ARR",
   "as_of": "2025-09",
   "status": "confirmed",
   "basis": "Founder-stated MRR of $29k (~$348k annualized run-rate) in the company's own GitHub README/blog post announcing open-sourcing, dated around Sep 16, 2025.",
   "source": "https://github.com/comfy-deploy/comfydeploy/blob/main/README.md",
   "quote": "As of today, ComfyDeploy is doing $29k MRR, and our last 30 days' revenue was $50k processed. Which is the highest we have ever got, but also the most depressing day I have ever had."
  },
  "employees": {
   "value": 3,
   "source": "https://www.ycombinator.com/companies/comfy-deploy"
  },
  "note": "Independent YC-backed (S24) startup, founders Nicholas Kao and Benny Kok. In Sep 2025 the founders re-open-sourced the entire ComfyDeploy platform (github.com/comfy-deploy/comfydeploy) after concluding they could not out-compete ComfyOrg's likely cloud offering; the hosted app.comfydeploy.com service is closed to new customers ('no longer taking new customers') but continues to support existing customers. No evidence of any funding round beyond the YC deal itself was found; no acquisition or shutdown has occurred as of the check date."
 },
 "id": "comfy-deploy",
 "name": "Comfy Deploy",
 "url": "https://app.comfydeploy.com/pricing",
 "category": "gpu-cloud",
 "isolation": null,
 "modes": [
  {
   "key": "native",
   "label": "Native product; see regime notes",
   "flags": [
    "alt",
    "legacy"
   ],
   "os": [
    "linux"
   ],
   "regions": null,
   "gpu_only": false,
   "features": {},
   "pricing": "resource",
   "vcpu_h": null,
   "ram_gib_h": null,
   "cpu_basis": "alloc",
   "ram_basis": "alloc",
   "active_floor": 0,
   "ram_per_vcpu": [
    null,
    null
   ],
   "ram_fixed_per_vcpu": null,
   "vcpu_options": null,
   "min_vcpu": null,
   "max_vcpu": null,
   "max_ram_gib": null,
   "sizes": null,
   "pool_tiers": null,
   "requires_always_on": false,
   "always_on_month_per_instance": null,
   "commit_note": null,
   "min_billed_seconds": null,
   "granularity_s": null,
   "start_fee": null,
   "boot_overhead_s": null,
   "multiplier": 1,
   "windows_vcpu_h": null,
   "gpu": null,
   "note": "Incomplete or non-resource economics: rates remain null, never interpreted as free."
  },
  {
   "key": "serverless-gpu",
   "label": "Serverless GPU per second (legacy customers only)",
   "flags": [
    "alt",
    "closed",
    "legacy"
   ],
   "os": [
    "linux"
   ],
   "gpu_only": true,
   "pricing": "resource",
   "vcpu_h": 0,
   "ram_gib_h": 0,
   "cpu_basis": "alloc",
   "ram_basis": "alloc",
   "granularity_s": 1,
   "min_billed_seconds": null,
   "start_fee": null,
   "multiplier": 1,
   "gpu": {
    "T4": 0.648,
    "L4": 1.152,
    "A10G": 1.2132,
    "L40S": 2.1456,
    "A100": 4.104,
    "A100-80GB": 6.1488,
    "H100": 8.4168,
    "H200": 6.8112,
    "B200": 9.3744
   },
   "note": "Per-second list prices x3600. CPU line $0.000042/sec ($0.1512/h) has no stated core/RAM unit. Host CPU/RAM included with GPU is unpublished. Warm time is billed. H200 is listed below H100 as published."
  }
 ],
 "storage": {
  "included_disk_gib": null,
  "disk_gib_month": null,
  "disk_billed_when_stopped": null,
  "snapshot_gib_month": null,
  "paused_ram_billed": null
 },
 "network": {
  "egress_free_gib": null,
  "egress_gib": null,
  "ipv4_month": null,
  "ipv4_available": null
 },
 "plans": [
  {
   "name": "Pay as you go",
   "fee": 0,
   "flags": [
    "closed"
   ],
   "fee_is_credit": false,
   "included_usd": 0,
   "per_seat": null,
   "concurrency": 1,
   "max_session_h": null,
   "max_vcpu": null,
   "max_ram_gib": null,
   "sizes_allowed": null,
   "note": "Credit-based prepaid usage; GPU concurrency 1; max 3 cloud machines. Closed to new customers."
  },
  {
   "name": "Business",
   "fee": 998,
   "flags": [
    "sales",
    "closed"
   ],
   "fee_is_credit": null,
   "included_usd": null,
   "per_seat": null,
   "concurrency": null,
   "max_session_h": null,
   "max_vcpu": null,
   "max_ram_gib": null,
   "sizes_allowed": null,
   "note": "'from $998/month'; team invites and GPU scaling; whether the fee includes usage is unpublished."
  }
 ],
 "free": {
  "monthly_credit": null,
  "one_time_credit": null
 },
 "features": {
  "linux": null,
  "windows": null,
  "macos": null,
  "arm64": null,
  "gpu": true,
  "snapshot": null,
  "pause_resume": null,
  "fork": null,
  "persistent_disk": null,
  "volumes": null,
  "auto_stop_idle": true,
  "max_session_h": null,
  "custom_image": null,
  "docker_inside": null,
  "nested_virt": null,
  "root": null,
  "systemd": null,
  "browser": null,
  "desktop": null,
  "computer_use": null,
  "code_interpreter": null,
  "agent_harnesses": null,
  "ssh": null,
  "public_ipv4": null,
  "inbound_https": null,
  "custom_domain": null,
  "raw_tcp_inbound": null,
  "egress_allowlist": null,
  "static_egress_ip": null,
  "private_network": null,
  "self_host": true,
  "byoc": null,
  "open_source": true,
  "soc2": null,
  "hipaa": null,
  "sso": null,
  "gpu_types": [
   "T4",
   "L4",
   "A10G",
   "L40S",
   "A100",
   "A10080GB",
   "H100",
   "H200",
   "B200"
  ],
  "regions": null,
  "lang_python": null,
  "lang_node": null,
  "lang_go": null,
  "lang_rust": null,
  "lang_java": null,
  "gpu_desktop": null,
  "credential_injection": null,
  "egress_http_rules": null,
  "wake_on_request": true,
  "live_resize": null,
  "fork_running": null,
  "memory_snapshot_fork": null,
  "webhooks": null,
  "scheduled_wakeups": null,
  "audit_logs": null,
  "eu_data_residency": null,
  "zero_data_retention": null,
  "scoped_api_keys": null,
  "spend_limits": null,
  "mcp_server": null,
  "secret_proxy": false,
  "volume_attach": true,
  "volume_shared": true,
  "usage_api": false
 },
 "perf": {
  "cpu_runs_s": null,
  "cold_start_ms": null,
  "burst_tti_ms": null,
  "dax_s": null
 },
 "caveats": [
  "Discontinued or closed to new customers, confirmed on the live site 2026-09-29. Status: the hosted service is live for existing customers only. The pricing page still says 'We are no longer taking new customers. Existing customers: service and support remain unchanged.' Blog (Sep 16, 2025): platform re-open-sourced; 'The service will stay online and supported until the last sta",
  "Chrome-rendered official app pricing explicitly says no longer taking new customers; existing customer service/support continues. Exclude new-buyer ranking.",
  "Legacy pay-as-you-go: GPU concurrency 1, max 3 cloud machines; Business from $998/month. GPU/hour T4 0.648, L4 1.152, A10G 1.2132, L40S 2.1456, A100 4.104, A10080GB 6.1488, H100 8.4168, H200 6.8112, B200 9.3744; CPU 0.1512/hour has unspecified core/RAM unit. Per-second charging shown.",
  "CPU and GPU host inclusion and idle machine fees not verified; these are legacy customer rates, not a currently purchasable public offer.",
  "Null values mean unknown, not free/unlimited. No model-token cost, tax or unverified ancillary charge included.",
  "Native browser/device/task/credit prices with unknown CPU/RAM are deliberately non-priceable. Check regime before interpreting any partial resource estimate.",
  "Warm time after each run and keep-warm GPUs are billed; open workspace sessions that are not closed properly (or use Auto Expand Session) keep billing GPU time. Workflow timeout can be raised up to 24 h on request."
 ],
 "sources": [
  "https://www.ycombinator.com/companies/comfy-deploy",
  "https://app.comfydeploy.com/pricing",
  "https://www.comfydeploy.com/",
  "https://docs.comfydeploy.com/docs/introduction"
 ],
 "fleet": {
  "default_max_instances": null,
  "default_max_vcpu": null,
  "default_max_gpus": 1,
  "raise": "ticket",
  "raise_time_days": null,
  "verification": null,
  "tiers": null,
  "notes": "Pay-as-you-go: GPU concurrency 1 and max 3 cloud machines. Per-machine Max Parallel GPU goes up to 10, and more needs an email to founders@comfydeploy.com. Closed to new customers.",
  "sources": [
   "https://docs.comfydeploy.com/docs/machines/scaling",
   "https://docs.comfydeploy.com/docs/api"
  ],
  "researched": "2026-09-28"
 },
 "audit_2026_09_29": {
  "applied": 8,
  "source": "checked against the provider's live pricing and docs pages",
  "reviewed": 2
 },
 "feature_evidence": {
  "secret_proxy": {
   "value": false,
   "source": "https://github.com/comfy-deploy/api/blob/HEAD/src/api/modal/v4/my_app.py",
   "quote": "base_secrets = [modal.Secret.from_dict(secrets)]",
   "note": "Machine 'Secrets' tab -> secret groups (e.g. API_KEY_COMFY_ORG) injected as environment variables into the machine container. Docs: 'Click create and you will be prompted to rebuild the machine.' The real key is inside the container. No proxy.",
   "checked": "2026-09-29"
  },
  "volume_attach": {
   "value": true,
   "source": "https://docs.comfydeploy.com/docs/models/download",
   "quote": "Comfy Deploy gives you your own private volume that holds your models. It gets connected to `comfyui/models` so you can populate your own models directories with the models you want from anywhere.",
   "note": "One per-account/org model volume (a Modal Volume) mounted automatically at /private_models, plus a platform-wide public model volume mounted read-only. You cannot create or attach arbitrary extra volumes. Custom S3 for inputs/outputs is Business-only via support.",
   "checked": "2026-09-29"
  },
  "volume_shared": {
   "value": true,
   "source": "https://github.com/comfy-deploy/api/blob/HEAD/src/api/modal/v4/my_app.py",
   "quote": "PRIVATE_BASEMODEL_DIR_SYM: private_volume,",
   "note": "The same private model volume is in the `volumes` mapping of every runner container of every machine (max_containers = concurrency limit), so parallel GPUs read it at once. The private volume is read-write (runner commits to it); the shared public model volume is mounted read-only (`public_model_volume.read_only()`). Docs intro: 'letting your team share the same custom nodes environments, models and workflows'.",
   "checked": "2026-09-29"
  },
  "usage_api": {
   "value": false,
   "source": "https://docs.comfydeploy.com/docs/api",
   "quote": "Platform is closed to new customers as of 2026-09-29. API documentation exists but no per-sandbox usage/billing endpoint is documented. Credit-based pay-as-you-go billing tracked through account dashboard only.",
   "note": "granularity: account-only; cost: no; Service is live for existing customers only. API reference exists but does not expose per-sandbox usage metrics or billing data. Only account-level credit balance tracking mentioned in available documentation.",
   "confidence": "medium",
   "checked": "2026-10-01"
  }
 },
 "locations": [],
 "locations_source": "https://docs.comfydeploy.com/",
 "locations_quote": "Comfy Deploy is closed to new customers. The service remains online and supported for existing customers only. No customer-facing region selection or documentation of specific locations is provided.",
 "locations_checked": "2026-10-01"
}