{
    "schema_version": 2,
    "provider": "Verda",
    "source_url": "https://verda.com/pricing",
    "checked_on": "2026-09-14",
    "collection_method": "Automated daily extraction of the public HTML table and schema.org offers",
    "currency": "USD",
    "unit": "per GPU-hour",
    "region": null,
    "start_date": null,
    "availability_verified": false,
    "product_family": "GPU instances / self-service reserved",
    "classification": "calculated_from_published_tariff",
    "discounts": {
        "1": "0.02",
        "3": "0.03",
        "6": "0.04",
        "12": "0.08"
    },
    "discounts_all": {
        "1": "0.02",
        "3": "0.03",
        "6": "0.04",
        "12": "0.08",
        "24": "0.25"
    },
    "gpus": {
        "H100": {
            "model": "H100 SXM5",
            "vram_gb": 80,
            "gpu_count": 1,
            "cpus": 30,
            "ram_gb": 120,
            "base_usd": "3.25",
            "base_usd_display": "3.25",
            "spot_usd": "1.6300",
            "rates": {
                "1": "3.1850",
                "3": "3.1525",
                "6": "3.1200",
                "12": "2.9900"
            }
        },
        "H200": {
            "model": "H200 SXM5",
            "vram_gb": 141,
            "gpu_count": 1,
            "cpus": 44,
            "ram_gb": 170,
            "base_usd": "4.20",
            "base_usd_display": "4.20",
            "spot_usd": "2.1000",
            "rates": {
                "1": "4.1160",
                "3": "4.0740",
                "6": "4.0320",
                "12": "3.8640"
            }
        },
        "A100": {
            "model": "A100 SXM4",
            "vram_gb": 80,
            "gpu_count": 1,
            "cpus": 22,
            "ram_gb": 120,
            "base_usd": "1.7360",
            "base_usd_display": "1.74",
            "spot_usd": "0.8680",
            "rates": {
                "1": "1.7013",
                "3": "1.6839",
                "6": "1.6666",
                "12": "1.5971"
            }
        }
    },
    "notes": [
        "GPU instances table only; not instant clusters, serverless or spot.",
        "No region or guaranteed start date attached to these extracted rates.",
        "Discount-derived rates are calculations, not separately published quotations.",
        "base_usd is the machine-readable offer price; base_usd_display is the rounded figure shown in the table.",
        "Refreshed automatically once a day from the public source page.",
        "providers: comparison on-demand prices from other suppliers; they publish no term-discount schedule, so no term curve is derived for them."
    ],
    "collected_at": "2026-09-14T15:38:49+00:00",
    "source_sha256": "719175ad7adea85a3603e77b7afabc2c25aef5e02895f212209b93ed1df27f85",
    "review_status": "automated extraction; validated against sanity bounds",
    "previous_checked_on": "2026-09-14",
    "providers": {
        "hyperstack": {
            "name": "Hyperstack",
            "source_url": "https://www.hyperstack.cloud/gpu-pricing",
            "unit": "USD per GPU-hour, on-demand VM, billed per minute",
            "classification": "published_on_demand_and_reserved_from",
            "term_schedule_published": false,
            "gpus": {
                "H100": {
                    "model": "H100 SXM",
                    "vram_gb": 80,
                    "max_cpus_per_gpu": 24,
                    "max_ram_gb_per_gpu": 240,
                    "on_demand_usd": "3.20",
                    "reserved_from_usd": "2.72",
                    "reserved_term": "not published (starting-from price)",
                    "term_rates": []
                },
                "H200": {
                    "model": "H200 SXM",
                    "vram_gb": 141,
                    "max_cpus_per_gpu": 22,
                    "max_ram_gb_per_gpu": 225,
                    "on_demand_usd": "3.99",
                    "reserved_from_usd": "2.79",
                    "reserved_term": "not published (starting-from price)",
                    "term_rates": []
                },
                "A100": {
                    "model": "A100 SXM",
                    "vram_gb": 80,
                    "max_cpus_per_gpu": 24,
                    "max_ram_gb_per_gpu": 120,
                    "on_demand_usd": "1.60",
                    "reserved_from_usd": "1.36",
                    "reserved_term": "not published (starting-from price)",
                    "term_rates": []
                }
            },
            "tier": "self-service",
            "checked_on": "2026-09-14",
            "status": "ok",
            "source_sha256": "ed806e0d003a62671f1f6a15ef8f4db268efd34cf922d95e3e88ec36311577bc"
        },
        "lambda": {
            "name": "Lambda",
            "source_url": "https://lambda.ai/instances",
            "unit": "USD per GPU-hour, on-demand instance, price shown for a 1-GPU instance; larger instances listed separately",
            "classification": "published_on_demand",
            "term_schedule_published": false,
            "gpus": {
                "H100": {
                    "model": "H100 SXM",
                    "vram_gb": 80,
                    "vcpus": 26,
                    "on_demand_usd": "4.29",
                    "on_demand_usd_by_instance_size": {
                        "8x": "3.99",
                        "4x": "4.09",
                        "2x": "4.19",
                        "1x": "4.29"
                    },
                    "term_rates": [],
                    "reserved_from_usd": null,
                    "reserved_term": "not published (contact sales)"
                },
                "A100": {
                    "model": "A100 SXM",
                    "vram_gb": 40,
                    "vcpus": 30,
                    "on_demand_usd": "1.99",
                    "on_demand_usd_by_instance_size": {
                        "8x": "1.99",
                        "1x": "1.99"
                    },
                    "term_rates": [],
                    "reserved_from_usd": null,
                    "reserved_term": "not published (contact sales)"
                }
            },
            "tier": "self-service",
            "checked_on": "2026-09-14",
            "status": "ok",
            "source_sha256": "da05e481c34f89c544d375bdeca549edefd5aaa7d083a2c55c1a2439b6682a59"
        },
        "together": {
            "name": "Together AI",
            "source_url": "https://www.together.ai/pricing",
            "unit": "USD per GPU-hour, HGX H100 (8-GPU node pricing quoted per GPU)",
            "classification": "published_reserved_by_duration",
            "term_schedule_published": true,
            "tier": "self-service",
            "gpus": {
                "H100": {
                    "model": "HGX H100",
                    "preemptible_usd": "1.99",
                    "on_demand_usd": "3.99",
                    "term_rates": {
                        "1": "3.69",
                        "3": "3.45",
                        "6": "3.19"
                    },
                    "term_buckets": {
                        "1": "7-30 days",
                        "3": "31-90 days",
                        "6": "91-180 days"
                    },
                    "reserved_from_usd": null,
                    "reserved_term": "duration buckets as published; longer terms on request"
                },
                "H200": {
                    "model": "HGX H200",
                    "preemptible_usd": "2.99",
                    "on_demand_usd": "5.99",
                    "term_rates": {
                        "1": "4.99",
                        "3": "4.15",
                        "6": "3.99"
                    },
                    "term_buckets": {
                        "1": "7-30 days",
                        "3": "31-90 days",
                        "6": "91-180 days"
                    },
                    "reserved_from_usd": null,
                    "reserved_term": "duration buckets as published; longer terms on request"
                }
            },
            "checked_on": "2026-09-14",
            "status": "ok",
            "source_sha256": "a751e17fa0e61ae1b9ce58f01f405589cb62e8edfd3fded4d1a3b5d2e2d19f50"
        },
        "azure": {
            "name": "Microsoft Azure",
            "source_url": "https://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/",
            "api_url": "https://prices.azure.com/api/retail/prices?$filter=armSkuName%20eq%20%27Standard_ND96isr_H100_v5%27%20and%20armRegionName%20eq%20%27eastus%27&currencyCode=USD",
            "unit": "USD per GPU-hour, Standard_ND96isr_H100_v5 (8x H100) in eastus, Linux; VM price divided by 8; reservation total divided by term hours",
            "classification": "published_reserved_by_term_hyperscaler",
            "term_schedule_published": true,
            "tier": "hyperscaler",
            "gpus": {
                "H100": {
                    "model": "ND96isr H100 v5 (8x H100 SXM)",
                    "gpu_count": 8,
                    "on_demand_usd": "12.2900",
                    "spot_usd": "2.2712",
                    "term_rates": {
                        "12": "7.8656",
                        "36": "5.3953",
                        "60": "4.9160"
                    },
                    "reserved_from_usd": null,
                    "reserved_term": "1, 3 and 5 year reservations as published"
                }
            },
            "checked_on": "2026-09-14",
            "status": "ok",
            "source_sha256": "8150bb8f550f97b4a0c5f7965ff28b509aa5d218005ce518f03f5e3d9d2c9471"
        }
    }
}