GPU Rental Prices (Tanod)

{
  "type": "object",
  "$defs": {
    "RentVsBuy": {
      "type": "object",
      "title": "RentVsBuy",
      "required": [
        "purchase_usd"
      ],
      "properties": {
        "pue": {
          "type": "number",
          "title": "Pue",
          "default": 1,
          "maximum": 3,
          "minimum": 1,
          "description": "Power usage effectiveness multiplier for cooling and overhead."
        },
        "gpus": {
          "type": "integer",
          "title": "Gpus",
          "default": 1,
          "maximum": 1024,
          "minimum": 1,
          "description": "Number of GPUs bought and rented. Defaults to 1, or to the cheapest matching machine's GPU count when min_gpus_per_machine is set; an explicit value overrides that default."
        },
        "months": {
          "type": "integer",
          "title": "Months",
          "default": 36,
          "maximum": 120,
          "minimum": 1,
          "description": "Horizon in months."
        },
        "resale_pct": {
          "type": "number",
          "title": "Resale Pct",
          "default": 0,
          "maximum": 100,
          "minimum": 0,
          "description": "Resale value after the horizon, percent of the purchase price."
        },
        "usd_per_kwh": {
          "type": "number",
          "title": "Usd Per Kwh",
          "default": 0.15,
          "maximum": 5,
          "description": "Electricity price in USD per kWh.",
          "exclusiveMinimum": 0
        },
        "purchase_usd": {
          "type": "number",
          "title": "Purchase Usd",
          "maximum": 10000000,
          "description": "Purchase price of the GPUs in USD.",
          "exclusiveMinimum": 0
        },
        "watts_per_gpu": {
          "anyOf": [
            {
              "type": "number",
              "maximum": 2000,
              "exclusiveMinimum": 0
            },
            {
              "type": "null"
            }
          ],
          "title": "Watts Per Gpu",
          "default": null,
          "description": "Power draw per GPU in watts under load; defaults by chip when the chip is a known one (H100 700, A100 400, L4 72), else required."
        },
        "hours_per_month": {
          "type": "number",
          "title": "Hours Per Month",
          "default": 730,
          "maximum": 744,
          "minimum": 1,
          "description": "Hours per month the GPUs run (utilisation)."
        }
      },
      "additionalProperties": false
    }
  },
  "title": "get_gpu_pricesArguments",
  "properties": {
    "chip": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 40,
          "minLength": 1
        },
        {
          "type": "null"
        }
      ],
      "title": "Chip",
      "default": null,
      "description": "GPU chip, any case, e.g. H100 or A100 80GB."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Rows to return, 1-100."
    },
    "pricing": {
      "enum": [
        "on_demand",
        "spot",
        "any"
      ],
      "type": "string",
      "title": "Pricing",
      "default": "any",
      "description": "Price to rank by; any is the lower of the two and also includes Akash marketplace rows (ranked by median bid); on_demand and spot are cloud list prices only."
    },
    "regions": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string",
            "maxLength": 40,
            "minLength": 1
          },
          "maxItems": 20,
          "minItems": 1
        },
        {
          "type": "null"
        }
      ],
      "title": "Regions",
      "default": null,
      "description": "Region names, e.g. us-east-1."
    },
    "provider": {
      "anyOf": [
        {
          "enum": [
            "AWS",
            "Azure",
            "Google Cloud",
            "Akash"
          ],
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Provider",
      "default": null,
      "description": "AWS, Azure, Google Cloud or Akash (marketplace bids, with GPUs free)."
    },
    "rent_vs_buy": {
      "anyOf": [
        {
          "$ref": "#/$defs/RentVsBuy"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Rent-or-buy break-even against the cheapest matching row: monthly cloud cost, monthly ownership cost, break-even month and totals. When min_gpus_per_machine is set and rent_vs_buy.gpus is omitted, compares all GPUs of that machine; an explicit gpus overrides it. Same price."
    },
    "min_gpu_mem_gb": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 1000,
          "minimum": 1
        },
        {
          "type": "null"
        }
      ],
      "title": "Min Gpu Mem Gb",
      "default": null,
      "description": "Minimum GPU memory in GB."
    },
    "max_usd_per_gpu_hour": {
      "anyOf": [
        {
          "type": "number",
          "maximum": 1000000,
          "exclusiveMinimum": 0
        },
        {
          "type": "null"
        }
      ],
      "title": "Max Usd Per Gpu Hour",
      "default": null,
      "description": "Ceiling on the ranked price, USD."
    },
    "min_gpus_per_machine": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 16,
          "minimum": 1
        },
        {
          "type": "null"
        }
      ],
      "title": "Min Gpus Per Machine",
      "default": null,
      "description": "Minimum GPUs in one cloud machine (1-16). Excludes rows without a known machine shape, including Akash marketplace inventory; count_excluded_unknown_machine_shape reports otherwise-matching rows excluded."
    }
  }
}