{ "metadata": { "issue": "005", "version": "v1-0", "date": "2026-07-05", "counts": { "captured": 27, "priced": 16, "captured_excluded": 11, "pending": 0 }, "tier_counts": { "T1": { "priced": 4, "eligible": 4 }, "T2": { "priced": 10, "eligible": 18 }, "T3": { "priced": 2, "eligible": 5 } }, "tier_medians": { "T1": 10.53065, "T2": 3.55, "T3": 4.62 }, "base_medians": { "T1": 10.5306, "T2": 3.55, "T3": 4.62 }, "weights": { "T1": 0.45, "T2": 0.45, "T3": 0.1 }, "tier_indices": { "T1": 100.00047480675364, "T2": 100.0, "T3": 100.0 }, "svci_internal": 100.00021366303915, "svci_display": 100.0, "coverage": 0.74, "coi": 26.0, "companion_dollar_basket": 6.7982925, "hyperscaler_premium": 2.966380281690141, "neocloud_discount": 0.6628888055343212, "price_floor": 2.8200000000000003, "price_floor_definition": "lower-quartile median: median of the lowest ceil(N*0.25) included headline rates", "all_priced_rates_sorted": [ 1.39, 2.69, 2.95, 3.2, 3.25, 3.29, 3.85, 3.9, 3.99, 3.99, 5.95, 6.155, 6.88, 10.0, 11.0613, 12.29 ] }, "rows": [ { "panel_entry_id": "E001", "provider": "AWS", "tier": "T1", "status": "priced", "headline_inclusion": "Y", "basis": "US East (Ohio), Linux, p5.48xlarge, On-Demand", "published_rate": "55.04", "published_unit": "USD per instance-hour", "gpu_basis": "8x H100", "derivation": "55.04 / 8 = 6.88", "per_gpu_hour": "6.88", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 12:48", "primary_url": "https://aws.amazon.com/ec2/pricing/on-demand/", "supporting_url": "https://aws.amazon.com/ec2/instance-types/p5/", "notes": "Same comparable basis as Issue 004. P5 page context captured; recapture visible p5.48xlarge spec row if wanted." }, { "panel_entry_id": "E002", "provider": "Azure", "tier": "T1", "status": "priced", "headline_inclusion": "Y", "basis": "East US, Ubuntu, NDsrH100v5-series, ND96isr H100 v5, Pay as you go", "published_rate": "98.3200", "published_unit": "USD per VM-hour", "gpu_basis": "8x H100", "derivation": "98.3200 / 8 = 12.2900", "per_gpu_hour": "12.29", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 13:07", "primary_url": "https://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/#pricing", "supporting_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/sizes/gpu-accelerated/ndh100v5-series", "notes": "Pay as you go column remains 98.3200 across comparison dropdown states. Reserved, savings plan, and spot columns excluded." }, { "panel_entry_id": "E003", "provider": "GCP", "tier": "T1", "status": "priced", "headline_inclusion": "Y", "basis": "Iowa (us-central1), A3 High, a3-highgpu-8g, On-Demand", "published_rate": "88.490000119", "published_unit": "USD per machine-hour", "gpu_basis": "8x NVIDIA H100 SXM", "derivation": "88.490000119 / 8 = 11.061250014875", "per_gpu_hour": "11.0613", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 13:31-13:38", "primary_url": "https://cloud.google.com/products/compute/pricing/accelerator-optimized", "supporting_url": "https://cloud.google.com/compute/docs/accelerator-optimized-machines#a3-high", "notes": "Use A3 High a3-highgpu-8g On-Demand row, not A3 Mega, GPU Attachment pricing, Flex-start, DWS, Spot, or CUD columns. Pricing page shows GPUs: 8 and On-Demand 88.490000119 / 1 hour. Google docs confirm a3-highgpu-8g has 8 H100 SXM GPUs." }, { "panel_entry_id": "E004", "provider": "Oracle", "tier": "T1", "status": "priced", "headline_inclusion": "Y", "basis": "Oracle Cloud Price List, BM.GPU.H100.8, USD, GPU per hour", "published_rate": "10.00", "published_unit": "USD per GPU-hour", "gpu_basis": "8x NVIDIA H100 80GB Tensor Core", "derivation": "Unit is GPU per hour; no division applied", "per_gpu_hour": "10.00", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 13:44-13:48", "primary_url": "https://www.oracle.com/cloud/price-list/#pricing-compute", "supporting_url": "https://www.oracle.com/cloud/compute/gpu/", "notes": "Price-list row BM.GPU.H100.8 shows unit price 10.00 and unit GPU per hour. Product suffix .8 confirms 8-GPU bare-metal shape; price is already per GPU-hour. OCPU, memory, estimator, sales, quote, and non-H100 rows excluded." }, { "panel_entry_id": "E005", "provider": "CoreWeave", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "North America, On-demand GPU instances, NVIDIA HGX H100, On-Demand Price Per Hour", "published_rate": "49.24", "published_unit": "USD per 8-GPU instance-hour", "gpu_basis": "8x NVIDIA HGX H100", "derivation": "49.24 / 8 = 6.155", "per_gpu_hour": "6.155", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 14:01-14:03", "primary_url": "https://www.coreweave.com/pricing", "supporting_url": "https://www.coreweave.com/products/hgx-h100-h200", "notes": "On-demand GPU instances table in Region North America shows NVIDIA HGX H100, GPU Count 8, On-Demand Price 49.24 per hour, Spot 19.71 and Inference Single GPU 6.16 excluded. Derivation uses full on-demand instance price divided by GPU count. Product page starting-price context is not used as rate of record." }, { "panel_entry_id": "E006", "provider": "Crusoe", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Crusoe Cloud pricing, GPU instances pricing, NVIDIA H100 80GB HGX, On-demand", "published_rate": "3.90", "published_unit": "USD per GPU-hour", "gpu_basis": "NVIDIA H100 80GB HGX", "derivation": "Unit is GPU per hour; no division applied", "per_gpu_hour": "3.90", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 14:06-14:08", "primary_url": "https://www.crusoe.ai/cloud/pricing", "supporting_url": "https://www.crusoe.ai/cloud/gpus/nvidia-h100", "notes": "Pricing page shows GPU instances pricing, NVIDIA H100 80GB HGX, On-demand 3.90/GPU-hr. Current spot and contact-sales page excluded. Contact-sales H100 page captured as excluded context only." }, { "panel_entry_id": "E007", "provider": "Lambda", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Lambda pricing, Instances pricing, 8x tab, NVIDIA H100 SXM 80 GB, PRICE/GPU/HR", "published_rate": "3.99", "published_unit": "USD per GPU-hour", "gpu_basis": "NVIDIA H100 SXM 80 GB, 8x instance configuration", "derivation": "Unit is GPU per hour; no division applied", "per_gpu_hour": "3.99", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 14:12-14:14", "primary_url": "https://lambda.ai/pricing", "supporting_url": "https://lambda.ai/instances", "notes": "Instances pricing 8x tab shows NVIDIA H100 SXM, 80 GB, PRICE/GPU/HR 3.99. Plus applicable sales tax footnote logged; base rate unchanged. 1-Click Clusters H100 systems table at 6.16, 5.85, and 5.54 is excluded as cluster/commitment pricing context, not the instances rate of record." }, { "panel_entry_id": "E008", "provider": "Nebius", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "NVIDIA HGX H100, On-demand GPU-hour, public pricing table", "published_rate": "3.85", "published_unit": "USD per GPU-hour", "gpu_basis": "NVIDIA HGX H100 / H100 NVLink", "derivation": "unit is already GPU-hour; no division applied", "per_gpu_hour": "3.85", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 14:18-14:20", "primary_url": "https://nebius.com/prices", "supporting_url": "https://docs.nebius.com/compute/resources/pricing", "notes": "Use On-demand GPU-hour column on NVIDIA HGX H100 row. Exclude preemptible 2.15, contact-sales rows, and commitment discounts. Docs confirm 3.85 USD per 1 GPU hour for H100 NVLink from June 1, 2026 and pricing unit 1 hour." }, { "panel_entry_id": "E009", "provider": "Together AI", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Together AI pricing page, GPU Clusters, NVIDIA HGX H100, On-demand Pay as you go", "published_rate": "3.99", "published_unit": "USD per GPU-hour", "gpu_basis": "NVIDIA HGX H100", "derivation": "Unit is GPU per hour; no division applied", "per_gpu_hour": "3.99", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 14:34-14:36", "primary_url": "https://www.together.ai/pricing#gpu-clusters", "supporting_url": "https://www.together.ai/gpu-clusters", "notes": "Pricing page GPU Clusters table says on-demand pay-as-you-go H100 is 3.99 and all prices are per GPU per hour. Product page card conflicts with H100 on-demand 5.49 and reserved starting 3.99; retained as surface_conflict flag and not used as rate-of-record. Serverless inference and reserved columns excluded." }, { "panel_entry_id": "E010", "provider": "Hyperstack", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Hyperstack dedicated GPU Pricing page, On-Demand GPU Pricing, NVIDIA H100 SXM 80 GB", "published_rate": "3.20", "published_unit": "USD per GPU-hour", "gpu_basis": "NVIDIA H100 SXM 80 GB", "derivation": "Unit is GPU per hour; no division applied", "per_gpu_hour": "3.20", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 14:41-14:45", "primary_url": "https://www.hyperstack.cloud/gpu-pricing", "supporting_url": "https://www.hyperstack.cloud/", "notes": "Dedicated gpu-pricing page is the rate-of-record and lists NVIDIA H100 SXM 80 GB at 3.20 under On-Demand GPU Pricing. Homepage GPU Cloud Pricing table lists the same H100 SXM row at 2.40; retained as surface_conflict evidence and not used as rate-of-record. Reservation and spot tables excluded. Plain H100 and H100 NVLink excluded." }, { "panel_entry_id": "E011", "provider": "Verda", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Verda pricing page and GPU instances page, H100 SXM5 80GB, On-demand GPU instance, USD", "published_rate": "3.25", "published_unit": "USD per GPU-hour", "gpu_basis": "H100 SXM5 80GB", "derivation": "Unit is price per GPU; no division applied", "per_gpu_hour": "3.25", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 15:09-15:13", "primary_url": "https://verda.com/pricing", "supporting_url": "https://verda.com/gpu-instances", "notes": "On-demand GPU instances table lists two H100 SXM5 80GB rows with different CPU/RAM configurations, both at 3.25/h and spot 1.14/h. GPU instances page confirms USD, On-demand, GPU instance, H100 SXM5 80GB, Price per GPU 3.250/h. Reserved discounts and spot pricing excluded. Verda is the accepted DataCrunch rebrand in the panel." }, { "panel_entry_id": "E012", "provider": "Voltage Park", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "Voltage Park pricing page, H100 on-demand cards and homepage H100 context", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "NVIDIA HGX H100 / H100 SXM5 surfaces observed, no fixed public on-demand rate accepted", "derivation": "None. No includable public fixed on-demand rate. Contact-only pricing page; starting-floor and signed-in mock excluded.", "per_gpu_hour": "", "billing_mode": "sales_gated_no_fixed_public_rate", "source_class": "1B captured-excluded", "captured_at_local": "2026-07-05 15:19-15:22", "primary_url": "https://www.voltagepark.com/pricing", "supporting_url": "https://www.voltagepark.com/; https://www.voltagepark.com/register", "notes": "Pricing page shows Contact for pricing for On-Demand Ethernet, On-Demand 3200 Gbps InfiniBand, and Long-Term Reserve. Homepage shows starting at 1.99/hr and dashboard mock 2.75/GPU/Hr H100 SXM5; both excluded. Lightning AI merger banner confirmed; keep E012 as Voltage Park for Issue 005 and carry panel-change watch forward." }, { "panel_entry_id": "E013", "provider": "Fluidstack", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "Fluidstack homepage and attempted public pricing/product/contact URLs", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "No public H100 GPU instance row or fixed public on-demand GPU-hour rate found", "derivation": "None. Homepage is infrastructure-buildout context; public pricing, gpu-clusters, products, and contact URLs returned 404.", "per_gpu_hour": "", "billing_mode": "no_public_rate_card", "source_class": "1B captured-excluded", "captured_at_local": "2026-07-05 15:41-15:44", "primary_url": "https://fluidstack.io/", "supporting_url": "https://fluidstack.io/pricing; https://fluidstack.io/gpu-clusters; https://fluidstack.io/products; https://fluidstack.io/contact", "notes": "Homepage positions Fluidstack as civilization-scale infrastructure for AI and describes power acquisition, data center design/build, and operations, including Anthropic compute buildout. No public GPU pricing page exists in captured URLs; pricing, gpu-clusters, products, and contact returned 404. Captured-excluded for no public fixed on-demand H100 GPU-hour rate." }, { "panel_entry_id": "E014", "provider": "Nscale", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "Nscale homepage, infrastructure services compute page, H100 GPU node page, contact sales page, pricing 404, contact page", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "No public H100 GPU instance row or fixed public on-demand GPU-hour rate found", "derivation": "None. H100 GPU node page routes to Reserve GPUs and Get in touch; contact sales form asks to hear about pricing; pricing page returns 404.", "per_gpu_hour": "", "billing_mode": "no_public_rate_card", "source_class": "1B captured-excluded", "captured_at_local": "2026-07-05 15:55-16:00", "primary_url": "https://www.nscale.com/gpu-nodes/nvidia-h100", "supporting_url": "https://www.nscale.com/; https://www.nscale.com/services/infrastructure-services#compute; https://www.nscale.com/contact/sales; https://www.nscale.com/pricing; https://www.nscale.com/contact", "notes": "Homepage and compute pages show infrastructure and reserve GPU positioning. H100 GPU node page presents NVIDIA H100 Tensor Core GPU with Reserve GPUs and Get in touch calls to action, no price. Contact sales page is a sales form for pricing, products, and solutions. Pricing page returns 404. Captured-excluded for no public fixed on-demand H100 GPU-hour rate." }, { "panel_entry_id": "E015", "provider": "IREN", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "IREN AI Cloud page and contact sales pages; H100 card routes to Contact sales", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "NVIDIA H100 / H100 80GB card observed, no fixed public on-demand rate", "derivation": "None. AI Cloud page provides Contact sales cards and exclusive-pricing language; no public fixed H100 GPU-hour rate.", "per_gpu_hour": "", "billing_mode": "sales_gated_no_fixed_public_rate", "source_class": "1B captured-excluded", "captured_at_local": "2026-07-05 16:07-16:15", "primary_url": "https://iren.com/solutions/gpu-cloud/ai-cloud", "supporting_url": "https://iren.com/contact-sales; https://iren.com/contact", "notes": "AI Cloud page labels Exclusive Pricing and says customers deal directly with IREN for exclusive pricing. H100 card shows Contact sales and specs H100/80GB, 2048 GB RAM, 224 VCPUs, 30TB NVMe. Contact-sales and contact pages are forms and provide no public fixed rate. Captured-excluded for no public fixed on-demand H100 GPU-hour rate." }, { "panel_entry_id": "E016", "provider": "Applied Digital", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "Homepage corporate infrastructure positioning; contact form; cloud page 404; no H100 public rate card", "published_rate": "", "published_unit": "", "gpu_basis": "NVIDIA H100 not publicly priced", "derivation": "none; no public fixed rate", "per_gpu_hour": "", "billing_mode": "n/a", "source_class": "1B captured-excluded", "captured_at_local": "2026-07-05 16:20-16:22", "primary_url": "https://www.applieddigital.com/", "supporting_url": "https://www.applieddigital.com/contact ; https://www.applieddigital.com/cloud", "notes": "Homepage is corporate AI infrastructure positioning with Let's Talk and Contact CTAs. Contact page is a quote-gated HPC lead form. Cloud URL returns Page Not Found. No public fixed on-demand H100 GPU-hour rate. ChronoScale panel-change watch remains open; no rebrand surface captured." }, { "panel_entry_id": "E017", "provider": "GMI Cloud", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "GMI Cloud homepage, pricing page, GPU infrastructure page, and contact-sales modal; H100 shown only as from floor or generic card", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "NVIDIA H100 GPU shown as from 2.00/GPU-hour, no exact fixed H100 SXM 80GB rate-card row", "derivation": "None. Visible H100 numbers are from-floor or generic marketing/pricing-card figures, not a fixed public on-demand H100 SXM 80GB rate.", "per_gpu_hour": "", "billing_mode": "from_floor_no_fixed_public_rate", "source_class": "1B captured-excluded", "captured_at_local": "2026-07-05 16:36-16:40", "primary_url": "https://www.gmicloud.ai/en/pricing", "supporting_url": "https://www.gmicloud.ai/en ; https://www.gmicloud.ai/en/gpus ; contact sales modal", "notes": "Pricing page says transparent GPU pricing but lists H100 as from 2.00/GPU-hour and GB200 as from 8.00/GPU-hour, with GB300 pre-order. GPU page says H100, H200, Blackwell, and Vera Rubin platforms are available on-demand or through reserved capacity plans, but does not provide a fixed H100 SXM 80GB on-demand rate-card row. Contact Sales modal captured. Captured-excluded for no public fixed comparable H100 rate." }, { "panel_entry_id": "E018", "provider": "CUDO Compute", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "CUDO Compute pricing page and H100 product page; H100 PCIe and H100 SXM quote on request", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "NVIDIA H100 SXM 80GB, product page confirms 8x H100 and 80 GB per GPU", "derivation": "n/a", "per_gpu_hour": "n/a", "billing_mode": "quote_on_request", "source_class": "1B captured-excluded", "captured_at_local": "2026-07-05 17:03-17:05", "primary_url": "https://www.cudocompute.com/pricing", "supporting_url": "https://www.cudocompute.com/products/nvidia-h100", "notes": "Pricing page lists H100 PCIe and H100 SXM as Quote on request. H100 product page says Starting from: Contact us for pricing and shows 8x NVIDIA H100 Tensor Core GPUs with 80 GB per GPU. Contact page is an enquiry form. No public fixed on-demand H100 SXM 80GB GPU-hour rate." }, { "panel_entry_id": "E019", "provider": "Spheron", "tier": "T2", "status": "captured-excluded", "headline_inclusion": "N", "basis": "Spheron pricing page, H100 rental page, homepage, and raw gpu-offers API show marketplace and live-offer structure", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "NVIDIA H100 80GB shown as 2.01/hr on marketplace surfaces, but the figure is a live marketplace floor and aggregator offer", "derivation": "None. Spheron is a marketplace aggregator and the H100 number is a from-floor cheapest live marketplace offer. F002 bar applies.", "per_gpu_hour": "n/a", "billing_mode": "marketplace_aggregator_from_floor", "source_class": "1B captured-excluded / F002 aggregator", "captured_at_local": "2026-07-05 17:13-17:17", "primary_url": "https://www.spheron.network/pricing/", "supporting_url": "https://www.spheron.network/gpu-rental/h100/ ; https://www.spheron.network/ ; https://app.spheron.ai/api/gpu-offers", "notes": "Pricing page says Live Marketplace Rates and Starting from the cheapest live offer on the Spheron marketplace. H100 row shows 2.01/hr, but it is a marketplace floor. H100 rental page says Rent H100 GPU from 2.01/hr and lowest live marketplace rate. Homepage says every GPU cloud and multiple providers, with provider examples including Voltage Park, Tensor Dock, and Sesterce. Raw API shows providers including sesterce and data-crunch, with DEDICATED and SPOT offer structures. Aggregator data is structural evidence only and is not imported for any provider. Captured-excluded under F002, matching Issue 004." }, { "panel_entry_id": "E020", "provider": "Jarvislabs", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Jarvislabs pricing page, On-Demand tab, H100 SXM Hopper 80GB, 1x configuration", "published_rate": "2.69", "published_unit": "USD per GPU-hour", "gpu_basis": "H100 SXM, Hopper, 80GB, 1x configuration", "derivation": "Unit is GPU per hour; no division applied", "per_gpu_hour": "2.69", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 17:20-17:21", "primary_url": "https://jarvislabs.ai/pricing", "supporting_url": "https://jarvislabs.ai/", "notes": "On-Demand tab active on pricing page. H100 SXM row shows 80GB VRAM, 200GB RAM, 16 vCPU, 1x configuration, and 2.69 On-demand/hr. Footer states per GPU per hour and prices in USD. Starting At card and homepage Pay as you go card corroborate 2.69. Homepage terminal mock shows 2.99/hr and is retained as context only, not rate of record. Spot and commitment tabs excluded." }, { "panel_entry_id": "E021", "provider": "Hyperbolic", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Hyperbolic public On-Demand GPU Overview docs, Current GPU Offerings, H100 SXM 80GB HBM3", "published_rate": "1.39", "published_unit": "USD per GPU-hour", "gpu_basis": "H100 SXM, 80GB HBM3", "derivation": "Rate is listed as Price/Hour for H100 SXM 80GB. No division applied.", "per_gpu_hour": "1.39", "billing_mode": "on_demand_fixed_docs_rate", "source_class": "1B", "captured_at_local": "2026-07-05 17:32-17:34", "primary_url": "https://www.hyperbolic.ai/docs/on-demand/overview", "supporting_url": "https://www.hyperbolic.ai/docs/general/billing-payments", "notes": "Founder-ruled priced at 1.39. The On-Demand GPU Overview page lists Current GPU Offerings with H100 SXM, 80GB HBM3, Price/Hour 1.39/hr. It is an official public logged-out Hyperbolic docs rate table and is accepted as the normal public on-demand rate of record. The Billing and Payments page Enterprise tier Dedicated instance pricing table lists H100 SXM 3.20/hr and H100 PCIe 3.00/hr; this is a separate enterprise dedicated product mode and is excluded. Basis changed from Issue 004 captured-excluded to Issue 005 priced because a public on-demand docs table is now visible. Privacy: crop S/Work browser profile chip, tab strip, and taskbar before sealed public bundle." }, { "panel_entry_id": "E022", "provider": "Atlas Cloud", "tier": "T2", "status": "priced", "headline_inclusion": "Y", "basis": "Atlas Cloud On-Demand GPU Pricing, NVIDIA H100 SXM, 80 VRAM, pay only for time used", "published_rate": "2.95", "published_unit": "USD per GPU-hour", "gpu_basis": "NVIDIA H100 SXM, 80 VRAM, up to 8 GPUs", "derivation": "Unit is per GPU-hour; no division applied", "per_gpu_hour": "2.95", "billing_mode": "on_demand_fixed", "source_class": "1B", "captured_at_local": "2026-07-05 18:04-18:07", "primary_url": "https://atlascloud.ai/pricing/gpu", "supporting_url": "https://atlascloud.ai/", "notes": "Pricing page shows On-Demand GPU Pricing and NVIDIA H100 SXM at 2.95/hr per GPU, with 80 VRAM, 117.19 GiB RAM, 12 vCPU, and 8 max. Page text says pay only for the time you use. Limited-time offer banner relates to media models and is not used. Signed-in navigation is visible, but the URL is a public pricing page; crop account/profile chrome before bundle." }, { "panel_entry_id": "E023", "provider": "RunPod", "tier": "T3", "status": "priced", "headline_inclusion": "Y", "basis": "RunPod pricing page, Pods, Secure Cloud, Per hour, H100 SXM 80GB", "published_rate": "3.29", "published_unit": "USD per GPU-hour", "gpu_basis": "H100 SXM, 80 GB VRAM, 125 GB RAM, 20 vCPUs", "derivation": "Unit is per GPU-hour; no division applied", "per_gpu_hour": "3.29", "billing_mode": "on_demand_fixed_secure_cloud", "source_class": "1B", "captured_at_local": "2026-07-05 18:38-18:41", "primary_url": "https://www.runpod.io/pricing", "supporting_url": "https://www.runpod.io/product/cloud-gpus", "notes": "Pods section shows Secure Cloud selected and Per hour selected. H100 SXM row under 80GB VRAM shows 80 GB VRAM, 125 GB RAM, 20 vCPUs, and 3.29/hr. Cloud-gpus product page corroborates the same Secure Cloud Per hour H100 SXM row. Excluded context: H100 PCIe 2.89 wrong SKU, H100 NVL 3.19 wrong SKU, Serverless different product, Clusters H100 SXM Contact sales, Reserved Clusters commitment, Community Cloud not used. Approved for T3 median as the RunPod Secure Cloud on-demand observation. Privacy: crop S/Work chip, tab strip, and taskbar before public bundle." }, { "panel_entry_id": "E024", "provider": "Vast.ai", "tier": "T3", "status": "captured-excluded", "headline_inclusion": "N", "basis": "Vast.ai pricing page and homepage show live platform rates, supply-and-demand pricing, H100 SXM dynamic range", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "H100 SXM, Hopper, 80GB VRAM shown as live marketplace card only", "derivation": "None. Marketplace dynamic and host-variable range; no fixed provider-owned rate.", "per_gpu_hour": "n/a", "billing_mode": "marketplace_dynamic_host_variable_range", "source_class": "1B captured-excluded / marketplace dynamic", "captured_at_local": "2026-07-05 18:46-18:47", "primary_url": "https://vast.ai/pricing", "supporting_url": "https://vast.ai/", "notes": "Pricing page says GPU Pricing, Live Platform Rates, prices set by supply and demand across 40+ data centers, and Live GPU Prices with 30D/90D/180D history and availability buckets. H100 SXM card shows Hopper 80GB VRAM, 1.99/hr headline, and 1.33 to 13.33/hr range. Homepage says real-time GPU infrastructure and prices set by supply and demand across 20,000+ GPUs. Marketplace-dynamic and host-variable range are barred. T3 exception not invoked. Privacy crop required." }, { "panel_entry_id": "E025", "provider": "Paperspace", "tier": "T3", "status": "priced", "headline_inclusion": "Y", "basis": "Paperspace pricing page under DigitalOcean branding, On-Demand Compute, H100, special promo on-demand price", "published_rate": "5.95", "published_unit": "USD per GPU-hour", "gpu_basis": "NVIDIA HGX H100 GPU, 256 GB RAM, 20 vCPU, 8x multi-GPU type", "derivation": "Official footnote states 2.24/hour is 3-year commitment; on-demand H100 is 5.95/hour. Unit is per hour; no division applied.", "per_gpu_hour": "5.95", "billing_mode": "on_demand_fixed_special_promo", "source_class": "1B", "captured_at_local": "2026-07-05 18:52-18:53", "primary_url": "https://www.paperspace.com/pricing", "supporting_url": "https://www.paperspace.com/gpus/h100", "notes": "Pricing page shows DigitalOcean branding and H100 card with 2.24* / hour for NVIDIA HGX H100 GPU, 256 GB RAM, 20 vCPU, 8x multi-GPU. Official page text footnote confirms 2.24/hour is for a 3-year commitment and the on-demand H100 price is 5.95/hour under special promo price; therefore 2.24 is excluded and 5.95 controls. Supplemental /gpus/h100 returned 404 in browser capture. T3 observation approved for median inclusion. Privacy crop required." }, { "panel_entry_id": "E026", "provider": "TensorDock", "tier": "T3", "status": "captured-excluded", "headline_inclusion": "N", "basis": "TensorDock homepage, cloud-gpus page, and H100 page show H100 SXM5 only as from-floor and sales/request surfaces", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "H100 SXM5 80GB shown as from 2.25/hr, not fixed rate of record", "derivation": "None. From-floor, host/marketplace indicators, and lead form; no fixed public first-party on-demand rate.", "per_gpu_hour": "n/a", "billing_mode": "captured_excluded_from_floor_host_variable", "source_class": "1B captured-excluded / from-floor host-marketplace", "captured_at_local": "2026-07-05 19:40-19:44", "primary_url": "https://tensordock.com/", "supporting_url": "https://tensordock.com/cloud-gpus.html; https://tensordock.com/gpu-h100.html", "notes": "Homepage banner and hero state H100s from 2.25/hr and no quotas/no commitments. Product card shows H100 SXM5 FROM 2.25/HR. Cloud-gpus page gives GPU cloud context. H100 page says NVIDIA H100 SXM5 fastest LLM inference and training from 2.25/hr and presents a Rent Cloud HGX H100 Capacity form with name/email/request fields. Top nav includes Hosts, supporting host-marketplace structure. No fixed public on-demand H100 SXM5 80GB rate appears. T3 marketplace exception not invoked. Matches Issue 004 captured-excluded. Privacy crop required. Recommended additional visual if available: lower cloud-gpus pricing table header showing typical hourly price varies by host, but exclusion is already supported by from-floor and form evidence." }, { "panel_entry_id": "E027", "provider": "Shadeform", "tier": "T3", "status": "captured-excluded", "headline_inclusion": "N", "basis": "Shadeform GPU Cloud Marketplace and Explore marketplace surfaces show third-party provider offer grid and starting-from cards, not first-party fixed H100 SXM rate", "published_rate": "n/a", "published_unit": "n/a", "gpu_basis": "H100 and H100 PCIe third-party marketplace cards only; no first-party H100 SXM 80GB rate", "derivation": "None. Aggregator/marketplace third-party card pricing and from-floor cards are excluded under F002.", "per_gpu_hour": "n/a", "billing_mode": "aggregator_marketplace_third_party_cards_from_floor", "source_class": "1B captured-excluded / aggregator marketplace", "captured_at_local": "2026-07-05 20:02-20:05", "primary_url": "https://shadeform.com/", "supporting_url": "https://shadeform.com/prices; https://shadeform.com/pricing", "notes": "Homepage states The GPU Cloud Marketplace and deploy high quality GPUs at the best prices across 30+ top clouds worldwide. The deploy section says use one console to provision GPU instances across top providers with centralized billing and support. The marketplace grid says Explore our marketplace and shows what top clouds are charging across 150+ regions, with third-party cards for H100 and H100 x provider/region/interconnect/deployment type, for example Hyperstack H100 1.90, Massed Compute H100 2.73, Scaleway H100 3.30, Lambda H100 4.29. The /prices page shows Explore on-demand pricing with Starting from cards, including H100 PCIe starting from 1.66/hr; wrong SKU and from-floor. /pricing returns 404. No Shadeform-owned fixed on-demand H100 SXM 80GB rate is present. F002 aggregator bar applies. Privacy: crop S/Work chip, tab strip, taskbar, and cookie banner only if needed for public display." } ] }