{
 "generated_utc": "2026-10-10T12:27:29Z",
 "note": "Values with status 'indicative' predate the spot series (v0.11.0, effective 2026-10-06) and are replayed, never published as prints. Volatility: standard deviation of daily log changes (spread: of daily USD changes), per day and annualised by sqrt(365); never across a gap.",
 "regions": {
  "eu": {
   "latest": {
    "breakeven_overhead_pct": 50.15,
    "date": "2026-10-10",
    "discount_pct": 33.4,
    "on_demand": {
     "flags": "",
     "n_sources": 8,
     "status": "print",
     "value_usd": 3.99
    },
    "spot": {
     "flags": "no_executable_input",
     "n_sources": 5,
     "status": "print",
     "value_usd": 2.657285
    },
    "spread": {
     "flags": "",
     "n_sources": 2,
     "status": "print",
     "value_usd": 1.332715
    }
   },
   "outside_index": [
    {
     "median_usd": 3.195375,
     "offers": 7,
     "provider": "azure",
     "tier": "interruptible",
     "why": "Low Priority, a retired product"
    },
    {
     "median_usd": 0.732,
     "offers": 1,
     "provider": "vast.ai",
     "tier": "interruptible",
     "why": "min_bid, a bid floor"
    }
   ],
   "segments": [
    {
     "median_spot_usd": 2.9734,
     "segment": "hyperscaler",
     "sellers": 3
    },
    {
     "median_spot_usd": 1.377,
     "segment": "neocloud",
     "sellers": 2
    },
    {
     "median_spot_usd": null,
     "segment": "marketplace",
     "sellers": 0
    }
   ],
   "sellers": [
    {
     "discount_pct": 59.61,
     "in_spot_population": true,
     "on_demand_usd": 7.3616,
     "pairs": 1,
     "provider": "aws",
     "segment": "hyperscaler",
     "spot_above_on_demand": 0,
     "spot_usd": 2.9734
    },
    {
     "discount_pct": 81.52,
     "in_spot_population": true,
     "on_demand_usd": 14.37925,
     "pairs": 4,
     "provider": "azure",
     "segment": "hyperscaler",
     "spot_above_on_demand": 0,
     "spot_usd": 2.657285
    },
    {
     "discount_pct": -5.91,
     "in_spot_population": true,
     "on_demand_usd": 5.59612,
     "pairs": 8,
     "provider": "gcp",
     "segment": "hyperscaler",
     "spot_above_on_demand": 4,
     "spot_usd": 7.773148
    },
    {
     "discount_pct": 82.44,
     "in_spot_population": true,
     "on_demand_usd": 4.5,
     "pairs": 1,
     "provider": "nebius",
     "segment": "neocloud",
     "spot_above_on_demand": 0,
     "spot_usd": 0.79
    },
    {
     "discount_pct": 50.0,
     "in_spot_population": true,
     "on_demand_usd": 3.9275,
     "pairs": 9,
     "provider": "verda",
     "segment": "neocloud",
     "spot_above_on_demand": 0,
     "spot_usd": 1.964
    }
   ],
   "series": {
    "on_demand": "EU-CRI-H100",
    "spot": "EU-CRI-H100-SPOT",
    "spread": "EU-CRI-H100-SPOTSPREAD"
   },
   "volatility": {
    "on_demand": {
     "30d": {
      "annualised": 0.8075261149824874,
      "changes": 26,
      "needed": 20,
      "per_period": 0.04226784866981695
     },
     "7d": {
      "annualised": 0.6606310634503658,
      "changes": 7,
      "needed": 5,
      "per_period": 0.03457901026161349
     },
     "hourly": {
      "annualised": 2.8239207757116316,
      "changes": 150,
      "needed": 48,
      "per_period": 0.030171746868135774
     }
    },
    "spot": {
     "30d": {
      "annualised": 0.35843179988150664,
      "changes": 23,
      "needed": 20,
      "per_period": 0.01876117786750487
     },
     "7d": {
      "annualised": 0.4469622777083448,
      "changes": 7,
      "needed": 5,
      "per_period": 0.023395074864795827
     },
     "hourly": {
      "annualised": 0.42021198372319396,
      "changes": 150,
      "needed": 48,
      "per_period": 0.004489690260754002
     }
    },
    "spread": {
     "30d": {
      "annualised": 2.9854137133206726,
      "changes": 23,
      "needed": 20,
      "per_period": 0.15626369563809223
     },
     "7d": {
      "annualised": 3.213961283665675,
      "changes": 7,
      "needed": 5,
      "per_period": 0.1682264222149366
     }
    }
   }
  },
  "global": {
   "latest": {
    "breakeven_overhead_pct": 61.06,
    "date": "2026-10-10",
    "discount_pct": 37.91,
    "on_demand": {
     "flags": "",
     "n_sources": 12,
     "status": "print",
     "value_usd": 3.928
    },
    "spot": {
     "flags": "no_executable_input",
     "n_sources": 7,
     "status": "print",
     "value_usd": 2.4388
    },
    "spread": {
     "flags": "",
     "n_sources": 2,
     "status": "print",
     "value_usd": 1.4892
    }
   },
   "outside_index": [
    {
     "median_usd": 3.195375,
     "offers": 7,
     "provider": "azure",
     "tier": "interruptible",
     "why": "Low Priority, a retired product"
    },
    {
     "median_usd": 0.732,
     "offers": 1,
     "provider": "vast.ai",
     "tier": "interruptible",
     "why": "min_bid, a bid floor"
    }
   ],
   "segments": [
    {
     "median_spot_usd": 2.939169,
     "segment": "hyperscaler",
     "sellers": 3
    },
    {
     "median_spot_usd": 1.977,
     "segment": "neocloud",
     "sellers": 4
    },
    {
     "median_spot_usd": null,
     "segment": "marketplace",
     "sellers": 0
    }
   ],
   "sellers": [
    {
     "discount_pct": 61.33,
     "in_spot_population": true,
     "on_demand_usd": 8.6,
     "pairs": 12,
     "provider": "aws",
     "segment": "hyperscaler",
     "spot_above_on_demand": 0,
     "spot_usd": 2.939169
    },
    {
     "discount_pct": 81.52,
     "in_spot_population": true,
     "on_demand_usd": 14.37925,
     "pairs": 4,
     "provider": "azure",
     "segment": "hyperscaler",
     "spot_above_on_demand": 0,
     "spot_usd": 2.657285
    },
    {
     "discount_pct": 59.97,
     "in_spot_population": true,
     "on_demand_usd": 6.155,
     "pairs": 1,
     "provider": "coreweave",
     "segment": "neocloud",
     "spot_above_on_demand": 0,
     "spot_usd": 2.4638
    },
    {
     "discount_pct": 42.93,
     "in_spot_population": true,
     "on_demand_usd": 10.979058,
     "pairs": 33,
     "provider": "gcp",
     "segment": "hyperscaler",
     "spot_above_on_demand": 10,
     "spot_usd": 6.342303
    },
    {
     "discount_pct": 82.44,
     "in_spot_population": true,
     "on_demand_usd": 4.5,
     "pairs": 1,
     "provider": "nebius",
     "segment": "neocloud",
     "spot_above_on_demand": 0,
     "spot_usd": 0.79
    },
    {
     "discount_pct": 50.13,
     "in_spot_population": true,
     "on_demand_usd": 3.99,
     "pairs": 1,
     "provider": "together",
     "segment": "neocloud",
     "spot_above_on_demand": 0,
     "spot_usd": 1.99
    },
    {
     "discount_pct": 50.0,
     "in_spot_population": true,
     "on_demand_usd": 3.9275,
     "pairs": 9,
     "provider": "verda",
     "segment": "neocloud",
     "spot_above_on_demand": 0,
     "spot_usd": 1.964
    }
   ],
   "series": {
    "on_demand": "EU-CRI-H100-GLOBAL",
    "spot": "EU-CRI-H100-SPOT-GLOBAL",
    "spread": "EU-CRI-H100-SPOTSPREAD-GLOBAL"
   },
   "volatility": {
    "on_demand": {
     "30d": {
      "annualised": 0.6762132492656818,
      "changes": 26,
      "needed": 20,
      "per_period": 0.035394619143811715
     },
     "7d": {
      "annualised": 0.6968980003278349,
      "changes": 7,
      "needed": 5,
      "per_period": 0.03647730849768714
     },
     "hourly": {
      "annualised": 2.5564766217711083,
      "changes": 150,
      "needed": 48,
      "per_period": 0.02731428097055841
     }
    },
    "spot": {
     "30d": {
      "annualised": 0.0,
      "changes": 23,
      "needed": 20,
      "per_period": 0.0
     },
     "7d": {
      "annualised": 0.0,
      "changes": 7,
      "needed": 5,
      "per_period": 0.0
     },
     "hourly": {
      "annualised": 0.0,
      "changes": 150,
      "needed": 48,
      "per_period": 0.0
     }
    },
    "spread": {
     "30d": {
      "annualised": 2.6448421298269382,
      "changes": 23,
      "needed": 20,
      "per_period": 0.13843736422258712
     },
     "7d": {
      "annualised": 2.62266824507554,
      "changes": 7,
      "needed": 5,
      "per_period": 0.1372767300490231
     }
    }
   }
  },
  "us": {
   "latest": {
    "breakeven_overhead_pct": null,
    "date": "2026-10-10",
    "discount_pct": null,
    "on_demand": {
     "flags": "",
     "n_sources": 5,
     "status": "print",
     "value_usd": 3.99
    },
    "spot": {
     "flags": "insufficient_sources",
     "n_sources": 3,
     "status": "gap",
     "value_usd": null
    },
    "spread": {
     "flags": "",
     "n_sources": 0,
     "status": "gap",
     "value_usd": null
    }
   },
   "outside_index": [],
   "segments": [
    {
     "median_spot_usd": 4.563849,
     "segment": "hyperscaler",
     "sellers": 2
    },
    {
     "median_spot_usd": 2.4638,
     "segment": "neocloud",
     "sellers": 1
    },
    {
     "median_spot_usd": null,
     "segment": "marketplace",
     "sellers": 0
    }
   ],
   "sellers": [
    {
     "discount_pct": 58.71,
     "in_spot_population": true,
     "on_demand_usd": 6.88,
     "pairs": 4,
     "provider": "aws",
     "segment": "hyperscaler",
     "spot_above_on_demand": 0,
     "spot_usd": 2.861706
    },
    {
     "discount_pct": 59.97,
     "in_spot_population": true,
     "on_demand_usd": 6.155,
     "pairs": 1,
     "provider": "coreweave",
     "segment": "neocloud",
     "spot_above_on_demand": 0,
     "spot_usd": 2.4638
    },
    {
     "discount_pct": 42.93,
     "in_spot_population": true,
     "on_demand_usd": 5.841819,
     "pairs": 10,
     "provider": "gcp",
     "segment": "hyperscaler",
     "spot_above_on_demand": 4,
     "spot_usd": 6.265993
    }
   ],
   "series": {
    "on_demand": "EU-CRI-H100-US",
    "spot": "EU-CRI-H100-SPOT-US",
    "spread": "EU-CRI-H100-SPOTSPREAD-US"
   },
   "volatility": {
    "on_demand": {
     "30d": {
      "annualised": null,
      "changes": 8,
      "needed": 20,
      "per_period": null
     },
     "7d": {
      "annualised": 0.0,
      "changes": 5,
      "needed": 5,
      "per_period": 0.0
     },
     "hourly": {
      "annualised": 0.0,
      "changes": 131,
      "needed": 48,
      "per_period": 0.0
     }
    },
    "spot": {
     "30d": {
      "annualised": null,
      "changes": 0,
      "needed": 20,
      "per_period": null
     },
     "7d": {
      "annualised": null,
      "changes": 0,
      "needed": 5,
      "per_period": null
     },
     "hourly": {
      "annualised": null,
      "changes": 0,
      "needed": 48,
      "per_period": null
     }
    },
    "spread": {
     "30d": {
      "annualised": null,
      "changes": 0,
      "needed": 20,
      "per_period": null
     },
     "7d": {
      "annualised": null,
      "changes": 0,
      "needed": 5,
      "per_period": null
     }
    }
   }
  }
 }
}