{
  "date": "2026-10-22",
  "currentServerLimit": 64,
  "study": {
    "date": "2026-10-21",
    "map": "Ironworks",
    "players": [
      8,
      12
    ],
    "bowHolders": [
      0,
      4
    ],
    "shadowHolders": [
      0,
      4
    ],
    "runs": 42,
    "freshFinalRuns": 6,
    "modelHash": "374bc703f80c7b73143db141cda2b98c27c4c3db40d83b1f2eea4cacbdcca4b7",
    "scope": "Conditional whole-window endpoint rates. Fixed runner/archer/shadow-runner workload. No overall capacity qualification."
  },
  "observations": [
    {
      "players": 8,
      "bow_holders": 0,
      "shadow_holders": 0,
      "runs": 3,
      "server_upload_bps_median": 381972,
      "server_upload_bps_min": 380975,
      "server_upload_bps_max": 382447,
      "server_download_bps_median": 270040,
      "server_download_bps_min": 269900,
      "server_download_bps_max": 270080,
      "client_receive_bps_median": 47981,
      "client_receive_bps_min": 47852,
      "client_receive_bps_max": 47991,
      "client_send_bps_median": 33781,
      "client_send_bps_min": 33778,
      "client_send_bps_max": 33785
    },
    {
      "players": 8,
      "bow_holders": 0,
      "shadow_holders": 4,
      "runs": 3,
      "server_upload_bps_median": 385815,
      "server_upload_bps_min": 385122,
      "server_upload_bps_max": 388142,
      "server_download_bps_median": 271701,
      "server_download_bps_min": 271582,
      "server_download_bps_max": 272000,
      "client_receive_bps_median": 48572,
      "client_receive_bps_min": 48522,
      "client_receive_bps_max": 48896,
      "client_send_bps_median": 34042,
      "client_send_bps_min": 34038,
      "client_send_bps_max": 34049
    },
    {
      "players": 8,
      "bow_holders": 4,
      "shadow_holders": 0,
      "runs": 3,
      "server_upload_bps_median": 415763,
      "server_upload_bps_min": 415443,
      "server_upload_bps_max": 415942,
      "server_download_bps_median": 284761,
      "server_download_bps_min": 284624,
      "server_download_bps_max": 285052,
      "client_receive_bps_median": 52451,
      "client_receive_bps_min": 52442,
      "client_receive_bps_max": 52524,
      "client_send_bps_median": 35806,
      "client_send_bps_min": 35789,
      "client_send_bps_max": 35874
    },
    {
      "players": 8,
      "bow_holders": 4,
      "shadow_holders": 4,
      "runs": 3,
      "server_upload_bps_median": 421948,
      "server_upload_bps_min": 419668,
      "server_upload_bps_max": 422270,
      "server_download_bps_median": 286311,
      "server_download_bps_min": 286228,
      "server_download_bps_max": 287025,
      "client_receive_bps_median": 52959,
      "client_receive_bps_min": 52809,
      "client_receive_bps_max": 53057,
      "client_send_bps_median": 36036,
      "client_send_bps_min": 35973,
      "client_send_bps_max": 36088
    },
    {
      "players": 10,
      "bow_holders": 0,
      "shadow_holders": 0,
      "runs": 3,
      "server_upload_bps_median": 512140,
      "server_upload_bps_min": 510769,
      "server_upload_bps_max": 512932,
      "server_download_bps_median": 337812,
      "server_download_bps_min": 337731,
      "server_download_bps_max": 337814,
      "client_receive_bps_median": 51502,
      "client_receive_bps_min": 51270,
      "client_receive_bps_max": 51679,
      "client_send_bps_median": 33801,
      "client_send_bps_min": 33799,
      "client_send_bps_max": 33802
    },
    {
      "players": 10,
      "bow_holders": 0,
      "shadow_holders": 2,
      "runs": 3,
      "server_upload_bps_median": 514926,
      "server_upload_bps_min": 514087,
      "server_upload_bps_max": 515042,
      "server_download_bps_median": 338953,
      "server_download_bps_min": 338835,
      "server_download_bps_max": 338958,
      "client_receive_bps_median": 52012,
      "client_receive_bps_min": 51973,
      "client_receive_bps_max": 52096,
      "client_send_bps_median": 33943,
      "client_send_bps_min": 33939,
      "client_send_bps_max": 33947
    },
    {
      "players": 10,
      "bow_holders": 2,
      "shadow_holders": 0,
      "runs": 3,
      "server_upload_bps_median": 535485,
      "server_upload_bps_min": 533964,
      "server_upload_bps_max": 536253,
      "server_download_bps_median": 348078,
      "server_download_bps_min": 347362,
      "server_download_bps_max": 348441,
      "client_receive_bps_median": 54202,
      "client_receive_bps_min": 54128,
      "client_receive_bps_max": 54445,
      "client_send_bps_median": 35145,
      "client_send_bps_min": 35054,
      "client_send_bps_max": 35167
    },
    {
      "players": 10,
      "bow_holders": 2,
      "shadow_holders": 2,
      "runs": 3,
      "server_upload_bps_median": 536757,
      "server_upload_bps_min": 536352,
      "server_upload_bps_max": 538908,
      "server_download_bps_median": 348266,
      "server_download_bps_min": 347607,
      "server_download_bps_max": 348947,
      "client_receive_bps_median": 54237,
      "client_receive_bps_min": 54181,
      "client_receive_bps_max": 54714,
      "client_send_bps_median": 35139,
      "client_send_bps_min": 35069,
      "client_send_bps_max": 35236
    },
    {
      "players": 11,
      "bow_holders": 3,
      "shadow_holders": 3,
      "runs": 3,
      "server_upload_bps_median": 621808,
      "server_upload_bps_min": 620109,
      "server_upload_bps_max": 623727,
      "server_download_bps_median": 388066,
      "server_download_bps_min": 387990,
      "server_download_bps_max": 388754,
      "client_receive_bps_median": 57264,
      "client_receive_bps_min": 57059,
      "client_receive_bps_max": 57433,
      "client_send_bps_median": 35583,
      "client_send_bps_min": 35558,
      "client_send_bps_max": 35630
    },
    {
      "players": 12,
      "bow_holders": 0,
      "shadow_holders": 0,
      "runs": 3,
      "server_upload_bps_median": 652483,
      "server_upload_bps_min": 652110,
      "server_upload_bps_max": 652814,
      "server_download_bps_median": 405378,
      "server_download_bps_min": 405371,
      "server_download_bps_max": 405420,
      "client_receive_bps_median": 54684,
      "client_receive_bps_min": 54595,
      "client_receive_bps_max": 54722,
      "client_send_bps_median": 33803,
      "client_send_bps_min": 33799,
      "client_send_bps_max": 33809
    },
    {
      "players": 12,
      "bow_holders": 0,
      "shadow_holders": 4,
      "runs": 3,
      "server_upload_bps_median": 661472,
      "server_upload_bps_min": 660117,
      "server_upload_bps_max": 662621,
      "server_download_bps_median": 408186,
      "server_download_bps_min": 408097,
      "server_download_bps_max": 408262,
      "client_receive_bps_median": 55496,
      "client_receive_bps_min": 55266,
      "client_receive_bps_max": 55782,
      "client_send_bps_median": 34058,
      "client_send_bps_min": 34055,
      "client_send_bps_max": 34059
    },
    {
      "players": 12,
      "bow_holders": 3,
      "shadow_holders": 4,
      "runs": 3,
      "server_upload_bps_median": 700854,
      "server_upload_bps_min": 699903,
      "server_upload_bps_max": 704638,
      "server_download_bps_median": 424207,
      "server_download_bps_min": 424204,
      "server_download_bps_max": 425897,
      "client_receive_bps_median": 59046,
      "client_receive_bps_min": 59017,
      "client_receive_bps_max": 59480,
      "client_send_bps_median": 35636,
      "client_send_bps_min": 35636,
      "client_send_bps_max": 35779
    },
    {
      "players": 12,
      "bow_holders": 4,
      "shadow_holders": 0,
      "runs": 3,
      "server_upload_bps_median": 708206,
      "server_upload_bps_min": 706272,
      "server_upload_bps_max": 709886,
      "server_download_bps_median": 428001,
      "server_download_bps_min": 427627,
      "server_download_bps_max": 428492,
      "client_receive_bps_median": 59770,
      "client_receive_bps_min": 59635,
      "client_receive_bps_max": 59969,
      "client_send_bps_median": 35937,
      "client_send_bps_min": 35903,
      "client_send_bps_max": 35971
    },
    {
      "players": 12,
      "bow_holders": 4,
      "shadow_holders": 4,
      "runs": 3,
      "server_upload_bps_median": 713551,
      "server_upload_bps_min": 709114,
      "server_upload_bps_max": 713990,
      "server_download_bps_median": 429857,
      "server_download_bps_min": 427302,
      "server_download_bps_max": 430144,
      "client_receive_bps_median": 59958,
      "client_receive_bps_min": 59619,
      "client_receive_bps_max": 60270,
      "client_send_bps_median": 36091,
      "client_send_bps_min": 35871,
      "client_send_bps_max": 36118
    }
  ],
  "comparison": [
    {
      "players": 16,
      "date": "2026-10-21",
      "map": "Ironworks / Industrial",
      "workload": "mixed",
      "stages": {
        "original": {
          "down": {
            "seconds": 20.0012312409375,
            "application_bps": 1261267.4537938877,
            "ip_udp_bps": 179327.56022833125,
            "residual_bps": 249744.62520967607,
            "messages": {
              "Effects": 138536.57140509726,
              "FramePart": 737234.6143281149,
              "Objective": 45053.22643116258,
              "Owner": 289887.3539411282,
              "Projectile": 29156.605059712598,
              "Result": 6445.603195473943,
              "Roster": 7954.710291752142,
              "Spectate": 1375.9152958380616,
              "Time": 5622.853845607985
            }
          },
          "up": {
            "seconds": 20.0016522,
            "application_bps": 630002.0555301927,
            "ip_udp_bps": 164979.17107067787,
            "residual_bps": 228988.1332903089,
            "messages": {
              "Ack": 81141.29691746166,
              "Input": 541853.3374957895,
              "Spectate": 1375.8863380296154,
              "Time": 5631.534778911914
            }
          }
        },
        "current": {
          "down": {
            "seconds": 60.011435644375005,
            "application_bps": 855579.9481996334,
            "ip_udp_bps": 161159.6839194518,
            "residual_bps": 221110.774263634,
            "messages": {
              "Effects": 134718.60676537224,
              "FramePart": 499115.8048192357,
              "Objective": 45094.33861967032,
              "Owner": 129583.7687683932,
              "Projectile": 29553.83388109696,
              "Result": 5251.49909539849,
              "Roster": 5262.730288133056,
              "Spectate": 1374.304732330303,
              "Time": 5625.061230003101
            }
          },
          "up": {
            "seconds": 60.01075212000001,
            "application_bps": 237661.0106715656,
            "ip_udp_bps": 163996.9447528397,
            "residual_bps": 228353.57858201093,
            "messages": {
              "Input": 230661.5649862313,
              "Spectate": 1374.3203857049075,
              "Time": 5625.125299629389
            }
          }
        }
      }
    },
    {
      "players": 32,
      "date": "2026-10-21",
      "map": "Ironworks / Industrial",
      "workload": "mixed",
      "stages": {
        "original": {
          "down": {
            "seconds": 20.009650164281247,
            "application_bps": 4248567.8311234815,
            "ip_udp_bps": 406314.9496992738,
            "residual_bps": 569584.5707660022,
            "messages": {
              "Effects": 515967.6413748463,
              "FramePart": 2882417.6098269005,
              "Objective": 90068.54118904767,
              "Owner": 579304.4808295566,
              "Projectile": 118112.60969563751,
              "Result": 13578.44828716722,
              "Roster": 35115.85631088616,
              "Spectate": 2750.6727777905185,
              "Time": 11251.97083164934
            }
          },
          "up": {
            "seconds": 20.009360919,
            "application_bps": 1259747.5802470432,
            "ip_udp_bps": 324908.327972971,
            "residual_bps": 463464.52730502625,
            "messages": {
              "Ack": 161988.18208742613,
              "Input": 1083758.751105768,
              "Spectate": 2750.7125401359754,
              "Time": 11249.934513713091
            }
          }
        },
        "current": {
          "down": {
            "seconds": 60.011907850875005,
            "application_bps": 2841695.991798293,
            "ip_udp_bps": 350458.246591028,
            "residual_bps": 481642.4945499972,
            "messages": {
              "Effects": 499517.1304083598,
              "FramePart": 1834706.7430950643,
              "Objective": 90094.1195443292,
              "Owner": 259795.63987104065,
              "Projectile": 115450.1539463885,
              "Result": 9496.615262027375,
              "Roster": 18630.435859134217,
              "Spectate": 2751.4539349475535,
              "Time": 11253.69987700121
            }
          },
          "up": {
            "seconds": 60.011914148,
            "application_bps": 486188.44131590455,
            "ip_udp_bps": 356602.98965340044,
            "residual_bps": 498108.1077714002,
            "messages": {
              "Input": 472184.7553490238,
              "Spectate": 2751.45364623406,
              "Time": 11252.23232064669
            }
          }
        }
      }
    }
  ],
  "sources": [
    {
      "artifact": "out/fanout-wire-20261021-analysis/summary.json",
      "sha256": "149c35f40b01bcbef2a618272f9c60774053220a815771d0d3501f901aa8f816"
    },
    {
      "artifact": "out/fanout-wire-20261021-analysis/observations.csv",
      "sha256": "35485cb1e80263b5b52682585f7fae6faf4def36a096107f553a13f1da8740f3"
    },
    {
      "artifact": "out/throughput-comparison-20261021/dashboard-data.json",
      "sha256": "cbd5446024e4c8e3208bbdf2bbff19c62196ce6ac7a7ec195c7629cef0164f68"
    },
    {
      "artifact": "out/windows-cpu-render-20261021/README.md",
      "sha256": "40bcd6bffa6bd067d8343694a64b961526a9b2de040e853ca9fd8ba0a2c37254"
    },
    {
      "artifact": "docs/reviews/optimization-20261021.md",
      "sha256": "d50c32f82c5de0e1d523a0f0f5f8eb932023b776e323028666b3405858ceae42"
    },
    {
      "artifact": "docs/DEMOS.md",
      "sha256": "75fdbe5d515045067468a565407983b5561f8a35f40690dd84c168d1722ad534"
    }
  ]
}