{
  "version": "2026-07",
  "date_modified": "2026-07-27",
  "output_currency": "USD",
  "eur_usd": 1.1467,
  "workloads": {
    "general": {
      "label": "General inference",
      "unit": "$/million output tokens",
      "output_tps": 3683,
      "it_kw": 98,
      "utilization": 0.7,
      "extra_opex_m": 0.02
    },
    "long_context": {
      "label": "Long-context analysis",
      "unit": "$/million output tokens",
      "output_tps": 1719,
      "it_kw": 124,
      "utilization": 0.7,
      "extra_opex_m": 0.06
    },
    "agentic": {
      "label": "Agentic engineering",
      "unit": "$/million output tokens",
      "output_tps": 777,
      "it_kw": 132,
      "utilization": 0.7,
      "extra_opex_m": 0.1
    }
  },
  "scales": {
    "datacenter_100mw": {
      "label": "100 MW data center",
      "description": "100 MW utility-connected data center"
    },
    "onprem_250kw": {
      "label": "On-prem solution (250 kW)",
      "description": "On-premises deployment with a 250 kW connection envelope"
    }
  },
  "calibration": {
    "output_usd_per_m": 15.0,
    "cache_miss_input_usd_per_m": 3.0,
    "cache_hit_input_usd_per_m": 0.3,
    "cache_hit_rate": 0.9,
    "general_input_output_ratio": 4.0,
    "maximum_subsidy_share": 0.25,
    "source": "https://www.kimi.com/blog/kimi-k3",
    "blended_input_usd_per_m": 0.57,
    "api_revenue_usd_per_m_output": 17.28,
    "maximum_production_cost_usd_per_m_output": 23.04,
    "uncalibrated_china_cost_usd_per_m_output": 94.28,
    "throughput_multiplier": 4.092,
    "baseline_output_tps": {
      "general": 900,
      "long_context": 420,
      "agentic": 190
    },
    "calibrated_output_tps": {
      "general": 3683,
      "long_context": 1719,
      "agentic": 777
    },
    "calibrated_china_cost_usd_per_m_output": 23.04,
    "interpretation": "General inference is price-implied; long-context and agentic throughputs apply the same K3 efficiency multiplier."
  },
  "countries": [
    {
      "code": "AT",
      "country": "Austria",
      "group": "EU",
      "electricity_eur_kwh": 0.1986,
      "pue": 1.13,
      "landed_hardware_multiplier": 1.03,
      "hurdle_rate": 0.07,
      "facility_capex_eur_m": 0.72,
      "connection_capex_eur_m": 0.3,
      "operations_labour_multiplier": 1.05,
      "availability": 0.994,
      "evidence_grade": "B",
      "scales": {
        "datacenter_100mw": {
          "general": {
            "hardware": 17.7,
            "electricity": 2.13,
            "site_grid": 1.9,
            "operations": 3.32,
            "total": 25.06,
            "local_uncertainty_pct": 18
          },
          "long_context": {
            "hardware": 37.93,
            "electricity": 5.79,
            "site_grid": 4.08,
            "operations": 7.7,
            "total": 55.49,
            "local_uncertainty_pct": 18
          },
          "agentic": {
            "hardware": 83.92,
            "electricity": 13.63,
            "site_grid": 9.02,
            "operations": 18.32,
            "total": 124.89,
            "local_uncertainty_pct": 18
          }
        },
        "onprem_250kw": {
          "general": {
            "hardware": 22.28,
            "electricity": 2.73,
            "site_grid": 1.82,
            "operations": 6.48,
            "total": 33.31,
            "local_uncertainty_pct": 12
          },
          "long_context": {
            "hardware": 47.73,
            "electricity": 7.41,
            "site_grid": 3.9,
            "operations": 15.1,
            "total": 74.14,
            "local_uncertainty_pct": 12
          },
          "agentic": {
            "hardware": 105.59,
            "electricity": 17.45,
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            "operations": 36.09,
            "total": 167.77,
            "local_uncertainty_pct": 12
          }
        }
      },
      "scale_inputs": {
        "onprem_250kw": {
          "service_units": 1.0,
          "connection_mw": 0.25,
          "pue": 1.13,
          "electricity_eur_kwh": 0.1986,
          "electricity_usd_kwh": 0.22773462,
          "utilization": 0.7,
          "availability": 0.994,
          "facility_capex_eur_m": 0.72,
          "connection_capex_eur_m": 0.3
        },
        "datacenter_100mw": {
          "service_units": 640.2,
          "connection_mw": 100,
          "commissioned_it_mw": 90.9,
          "pue": 1.0999999999999999,
          "electricity_eur_kwh": 0.182712,
          "electricity_usd_kwh": 0.20951585040000004,
          "utilization": 0.8,
          "availability": 0.9976,
          "facility_capex_eur_m": 869.9640535115738,
          "connection_capex_eur_m": 65.91363259836707,
          "construction_eur_m_per_it_mw": 9.56960458862731
        }
      }
    },
    {
      "code": "BE",
      "country": "Belgium",
      "group": "EU",
      "electricity_eur_kwh": 0.1866,
      "pue": 1.12,
      "landed_hardware_multiplier": 1.03,
      "hurdle_rate": 0.072,
      "facility_capex_eur_m": 0.76,
      "connection_capex_eur_m": 0.34,
      "operations_labour_multiplier": 1.05,
      "availability": 0.994,
      "evidence_grade": "B",
      "scales": {
        "datacenter_100mw": {
          "general": {
            "hardware": 17.77,
            "electricity": 1.99,
            "site_grid": 2.0,
            "operations": 3.31,
            "total": 25.07,
            "local_uncertainty_pct": 18
          },
          "long_context": {
            "hardware": 38.07,
            "electricity": 5.39,
            "site_grid": 4.29,
            "operations": 7.69,
            "total": 55.43,
            "local_uncertainty_pct": 18
          },
          "agentic": {
            "hardware": 84.23,
            "electricity": 12.69,
            "site_grid": 9.49,
            "operations": 18.29,
            "total": 124.7,
            "local_uncertainty_pct": 18
          }
        },
        "onprem_250kw": {
          "general": {
            "hardware": 22.36,
            "electricity": 2.55,
            "site_grid": 1.99,
            "operations": 6.48,
            "total": 33.37,
            "local_uncertainty_pct": 12
          },
          "long_context": {
            "hardware": 47.9,
            "electricity": 6.9,
            "site_grid": 4.26,
            "operations": 15.1,
            "total": 74.16,
            "local_uncertainty_pct": 12
          },
          "agentic": {
            "hardware": 105.98,
            "electricity": 16.25,
            "site_grid": 9.41,
            "operations": 36.09,
            "total": 167.73,
            "local_uncertainty_pct": 12
          }
        }
      },
      "scale_inputs": {
        "onprem_250kw": {
          "service_units": 1.0,
          "connection_mw": 0.25,
          "pue": 1.12,
          "electricity_eur_kwh": 0.1866,
          "electricity_usd_kwh": 0.21397422,
          "utilization": 0.7,
          "availability": 0.994,
          "facility_capex_eur_m": 0.76,
          "connection_capex_eur_m": 0.34
        },
        "datacenter_100mw": {
          "service_units": 646.1,
          "connection_mw": 100,
          "commissioned_it_mw": 91.7,
          "pue": 1.09,
          "electricity_eur_kwh": 0.171672,
          "electricity_usd_kwh": 0.1968562824,
          "utilization": 0.8,
          "availability": 0.9976,
          "facility_capex_eur_m": 906.8932153832784,
          "connection_capex_eur_m": 74.70211694481601,
          "construction_eur_m_per_it_mw": 9.885136047677737
        }
      }
    },
    {
      "code": "BG",
      "country": "Bulgaria",
      "group": "EU",
      "electricity_eur_kwh": 0.1413,
      "pue": 1.17,
      "landed_hardware_multiplier": 1.08,
      "hurdle_rate": 0.095,
      "facility_capex_eur_m": 0.55,
      "connection_capex_eur_m": 0.24,
      "operations_labour_multiplier": 0.62,
      "availability": 0.988,
      "evidence_grade": "B",
      "scales": {
        "datacenter_100mw": {
          "general": {
            "hardware": 19.47,
            "electricity": 1.58,
            "site_grid": 1.89,
            "operations": 3.26,
            "total": 26.2,
            "local_uncertainty_pct": 18
          },
          "long_context": {
            "hardware": 41.72,
            "electricity": 4.28,
            "site_grid": 4.06,
            "operations": 7.57,
            "total": 57.62,
            "local_uncertainty_pct": 18
          },
          "agentic": {
            "hardware": 92.29,
            "electricity": 10.07,
            "site_grid": 8.98,
            "operations": 18.04,
            "total": 129.38,
            "local_uncertainty_pct": 18
          }
        },
        "onprem_250kw": {
          "general": {
            "hardware": 24.58,
            "electricity": 2.03,
            "site_grid": 1.61,
            "operations": 5.45,
            "total": 33.67,
            "local_uncertainty_pct": 12
          },
          "long_context": {
            "hardware": 52.66,
            "electricity": 5.49,
            "site_grid": 3.46,
            "operations": 12.89,
            "total": 74.51,
            "local_uncertainty_pct": 12
          },
          "agentic": {
            "hardware": 116.51,
            "electricity": 12.94,
            "site_grid": 7.65,
            "operations": 31.23,
            "total": 168.33,
            "local_uncertainty_pct": 12
          }
        }
      },
      "scale_inputs": {
        "onprem_250kw": {
          "service_units": 1.0,
          "connection_mw": 0.25,
          "pue": 1.17,
          "electricity_eur_kwh": 0.1413,
          "electricity_usd_kwh": 0.16202871000000002,
          "utilization": 0.7,
          "availability": 0.988,
          "facility_capex_eur_m": 0.55,
          "connection_capex_eur_m": 0.24
        },
        "datacenter_100mw": {
          "service_units": 617.7,
          "connection_mw": 100,
          "commissioned_it_mw": 87.7,
          "pue": 1.14,
          "electricity_eur_kwh": 0.129996,
          "electricity_usd_kwh": 0.1490664132,
          "utilization": 0.8,
          "availability": 0.9952,
          "facility_capex_eur_m": 714.1792991841969,
          "connection_capex_eur_m": 52.73090607869366,
          "construction_eur_m_per_it_mw": 8.141644010699844
        }
      }
    },
    {
      "code": "HR",
      "country": "Croatia",
      "group": "EU",
      "electricity_eur_kwh": 0.1548,
      "pue": 1.18,
      "landed_hardware_multiplier": 1.08,
      "hurdle_rate": 0.09,
      "facility_capex_eur_m": 0.58,
      "connection_capex_eur_m": 0.25,
      "operations_labour_multiplier": 0.72,
      "availability": 0.989,
      "evidence_grade": "B",
      "scales": {
        "datacenter_100mw": {
          "general": {
            "hardware": 19.29,
            "electricity": 1.74,
            "site_grid": 1.9,
            "operations": 3.31,
            "total": 26.24,
            "local_uncertainty_pct": 18
          },
          "long_context": {
            "hardware": 41.33,
            "electricity": 4.72,
            "site_grid": 4.07,
            "operations": 7.68,
            "total": 57.8,
            "local_uncertainty_pct": 18
          },
          "agentic": {
            "hardware": 91.43,
            "electricity": 11.13,
            "site_grid": 9.0,
            "operations": 18.29,
            "total": 129.85,
            "local_uncertainty_pct": 18
          }
        },
        "onprem_250kw": {
          "general": {
            "hardware": 24.34,
            "electricity": 2.24,
            "site_grid": 1.65,
            "operations": 5.73,
            "total": 33.95,
            "local_uncertainty_pct": 12
          },
          "long_context": {
            "hardware": 52.15,
            "electricity": 6.06,
            "site_grid": 3.54,
            "operations": 13.49,
            "total": 75.24,
            "local_uncertainty_pct": 12
          },
          "agentic": {
            "hardware": 115.36,
            "electricity": 14.28,
            "site_grid": 7.84,
            "operations": 32.55,
            "total": 170.03,
            "local_uncertainty_pct": 12
          }
        }
      },
      "scale_inputs": {
        "onprem_250kw": {
          "service_units": 1.0,
          "connection_mw": 0.25,
          "pue": 1.18,
          "electricity_eur_kwh": 0.1548,
          "electricity_usd_kwh": 0.17750916,
          "utilization": 0.7,
          "availability": 0.989,
          "facility_capex_eur_m": 0.58,
          "connection_capex_eur_m": 0.25
        },
        "datacenter_100mw": {
          "service_units": 612.4,
          "connection_mw": 100,
          "commissioned_it_mw": 87.0,
          "pue": 1.15,
          "electricity_eur_kwh": 0.142416,
          "electricity_usd_kwh": 0.1633084272,
          "utilization": 0.8,
          "availability": 0.9956,
          "facility_capex_eur_m": 730.8924088047808,
          "connection_capex_eur_m": 54.92802716530589,
          "construction_eur_m_per_it_mw": 8.405262701254978
        }
      }
    },
    {
      "code": "CY",
      "country": "Cyprus",
      "group": "EU",
      "electricity_eur_kwh": 0.2429,
      "pue": 1.25,
      "landed_hardware_multiplier": 1.12,
      "hurdle_rate": 0.09,
      "facility_capex_eur_m": 0.7,
      "connection_capex_eur_m": 0.38,
      "operations_labour_multiplier": 0.8,
      "availability": 0.986,
      "evidence_grade": "B",
      "scales": {
        "datacenter_100mw": {
          "general": {
            "hardware": 20.03,
            "electricity": 2.9,
            "site_grid": 2.19,
            "operations": 3.49,
            "total": 28.61,
            "local_uncertainty_pct": 18
          },
          "long_context": {
            "hardware": 42.91,
            "electricity": 7.87,
            "site_grid": 4.68,
            "operations": 8.06,
            "total": 63.53,
            "local_uncertainty_pct": 18
          },
          "agentic": {
            "hardware": 94.93,
            "electricity": 18.54,
            "site_grid": 10.36,
            "operations": 19.13,
            "total": 142.98,
            "local_uncertainty_pct": 18
          }
        },
        "onprem_250kw": {
          "general": {
            "hardware": 25.32,
            "electricity": 3.73,
            "site_grid": 2.16,
            "operations": 6.1,
            "total": 37.3,
            "local_uncertainty_pct": 12
          },
          "long_context": {
            "hardware": 54.24,
            "electricity": 10.11,
            "site_grid": 4.62,
            "operations": 14.29,
            "total": 83.26,
            "local_uncertainty_pct": 12
          },
          "agentic": {
            "hardware": 120.0,
            "electricity": 23.8,
            "site_grid": 10.23,
            "operations": 34.34,
            "total": 188.37,
            "local_uncertainty_pct": 12
          }
        }
      },
      "scale_inputs": {
        "onprem_250kw": {
          "service_units": 1.0,
          "connection_mw": 0.25,
          "pue": 1.25,
          "electricity_eur_kwh": 0.2429,
          "electricity_usd_kwh": 0.27853343,
          "utilization": 0.7,
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          "facility_capex_eur_m": 0.7,
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        "datacenter_100mw": {
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          "connection_mw": 100,
          "commissioned_it_mw": 82.0,
          "pue": 1.22,
          "electricity_eur_kwh": 0.22346800000000003,
          "electricity_usd_kwh": 0.25625075560000005,
          "utilization": 0.8,
          "availability": 0.9944,
          "facility_capex_eur_m": 771.2470018885135,
          "connection_capex_eur_m": 83.49060129126495,
          "construction_eur_m_per_it_mw": 9.409213423039864
        }
      }
    },
    {
      "code": "CZ",
      "country": "Czechia",
      "group": "EU",
      "electricity_eur_kwh": 0.1825,
      "pue": 1.13,
      "landed_hardware_multiplier": 1.05,
      "hurdle_rate": 0.08,
      "facility_capex_eur_m": 0.6,
      "connection_capex_eur_m": 0.28,
      "operations_labour_multiplier": 0.78,
      "availability": 0.992,
      "evidence_grade": "B",
      "scales": {
        "datacenter_100mw": {
          "general": {
            "hardware": 18.4,
            "electricity": 1.96,
            "site_grid": 1.83,
            "operations": 3.24,
            "total": 25.43,
            "local_uncertainty_pct": 18
          },
          "long_context": {
            "hardware": 39.41,
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            "site_grid": 3.91,
            "operations": 7.53,
            "total": 56.18,
            "local_uncertainty_pct": 18
          },
          "agentic": {
            "hardware": 87.2,
            "electricity": 12.53,
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            "operations": 17.95,
            "total": 126.33,
            "local_uncertainty_pct": 18
          }
        },
        "onprem_250kw": {
          "general": {
            "hardware": 23.17,
            "electricity": 2.52,
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            "total": 33.14,
            "local_uncertainty_pct": 12
          },
          "long_context": {
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            "operations": 13.62,
            "total": 73.64,
            "local_uncertainty_pct": 12
          },
          "agentic": {
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            "electricity": 16.07,
            "site_grid": 7.87,
            "operations": 32.82,
            "total": 166.59,
            "local_uncertainty_pct": 12
          }
        }
      },
      "scale_inputs": {
        "onprem_250kw": {
          "service_units": 1.0,
          "connection_mw": 0.25,
          "pue": 1.13,
          "electricity_eur_kwh": 0.1825,
          "electricity_usd_kwh": 0.20927275,
          "utilization": 0.7,
          "availability": 0.992,
          "facility_capex_eur_m": 0.6,
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        },
        "datacenter_100mw": {
          "service_units": 640.2,
          "connection_mw": 100,
          "commissioned_it_mw": 90.9,
          "pue": 1.0999999999999999,
          "electricity_eur_kwh": 0.1679,
          "electricity_usd_kwh": 0.19253093,
          "utilization": 0.8,
          "availability": 0.9968,
          "facility_capex_eur_m": 779.8167521300101,
          "connection_capex_eur_m": 61.5193904251426,
          "construction_eur_m_per_it_mw": 8.57798427343011
        }
      }
    },
    {
      "code": "DK",
      "country": "Denmark",
      "group": "EU",
      "electricity_eur_kwh": 0.1216,
      "pue": 1.1,
      "landed_hardware_multiplier": 1.01,
      "hurdle_rate": 0.065,
      "facility_capex_eur_m": 0.72,
      "connection_capex_eur_m": 0.35,
      "operations_labour_multiplier": 1.08,
      "availability": 0.996,
      "evidence_grade": "B",
      "scales": {
        "datacenter_100mw": {
          "general": {
            "hardware": 17.19,
            "electricity": 1.27,
            "site_grid": 1.86,
            "operations": 3.27,
            "total": 23.58,
            "local_uncertainty_pct": 18
          },
          "long_context": {
            "hardware": 36.82,
            "electricity": 3.44,
            "site_grid": 3.97,
            "operations": 7.58,
            "total": 51.82,
            "local_uncertainty_pct": 18
          },
          "agentic": {
            "hardware": 81.47,
            "electricity": 8.11,
            "site_grid": 8.79,
            "operations": 18.05,
            "total": 116.43,
            "local_uncertainty_pct": 18
          }
        },
        "onprem_250kw": {
          "general": {
            "hardware": 21.6,
            "electricity": 1.63,
            "site_grid": 1.86,
            "operations": 6.49,
            "total": 31.57,
            "local_uncertainty_pct": 12
          },
          "long_context": {
            "hardware": 46.28,
            "electricity": 4.41,
            "site_grid": 3.98,
            "operations": 15.12,
            "total": 69.78,
            "local_uncertainty_pct": 12
          },
          "agentic": {
            "hardware": 102.39,
            "electricity": 10.38,
            "site_grid": 8.8,
            "operations": 36.13,
            "total": 157.7,
            "local_uncertainty_pct": 12
          }
        }
      },
      "scale_inputs": {
        "onprem_250kw": {
          "service_units": 1.0,
          "connection_mw": 0.25,
          "pue": 1.1,
          "electricity_eur_kwh": 0.1216,
          "electricity_usd_kwh": 0.13943872000000002,
          "utilization": 0.7,
          "availability": 0.996,
          "facility_capex_eur_m": 0.72,
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        "datacenter_100mw": {
          "service_units": 658.2,
          "connection_mw": 100,
          "commissioned_it_mw": 93.5,
          "pue": 1.07,
          "electricity_eur_kwh": 0.111872,
          "electricity_usd_kwh": 0.1282836224,
          "utilization": 0.8,
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          "facility_capex_eur_m": 894.3555690305897,
          "connection_capex_eur_m": 76.89923803142824,
          "construction_eur_m_per_it_mw": 9.56960458862731
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      }
    },
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