{
  "schema_version": "3.0",
  "session_files": [
    "resultados(1).json",
    "resultados(2).json",
    "resultados(3).json"
  ],
  "pairs": [
    "3.14.3_vs_3.13.12",
    "3.15.0_vs_3.13.12",
    "3.15.0_vs_3.14.3"
  ],
  "summary": [
    {
      "case": "enteros",
      "median_ms": {
        "3.13.12": 2.2667693890022678,
        "3.14.3": 2.1711145505115086,
        "3.15.0": 2.0337203055069932
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      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": 3.8444153563561074,
          "ci95_lo_pct": 0.24228740353377112,
          "ci95_hi_pct": 6.4871325273820295,
          "session_speedup_pct": [
            4.948311106334679,
            4.571106156822966,
            2.038080615671592
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 10.683430716084183,
          "ci95_lo_pct": 6.770546483184901,
          "ci95_hi_pct": 13.532708338997118,
          "session_speedup_pct": [
            12.458083332660005,
            7.8326633716463725,
            11.816740038268133
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 6.585828747996772,
          "ci95_lo_pct": 2.330255476317509,
          "ci95_hi_pct": 10.980594851304273,
          "session_speedup_pct": [
            7.155686591960829,
            3.1189850951104283,
            9.583343163252989
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "flotantes",
      "median_ms": {
        "3.13.12": 1.370785304912281,
        "3.14.3": 1.6987715871482176,
        "3.15.0": 1.66396408203125
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -18.492282616674327,
          "ci95_lo_pct": -19.342716411858895,
          "ci95_hi_pct": -17.615444375045485,
          "session_speedup_pct": [
            -18.72682763461525,
            -18.301925293585295,
            -18.447522586785528
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": -17.630600147631554,
          "ci95_lo_pct": -18.680570174784712,
          "ci95_hi_pct": -16.659623308930776,
          "session_speedup_pct": [
            -18.297671433451292,
            -17.113222780471325,
            -17.47642820474738
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 1.0571789969167413,
          "ci95_lo_pct": -0.02761223184549601,
          "ci95_hi_pct": 2.2675865063161513,
          "session_speedup_pct": [
            0.528041650982415,
            1.4549945239047797,
            1.1907601250637148
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "inconcluso"
        }
      }
    },
    {
      "case": "comprehensions",
      "median_ms": {
        "3.13.12": 1.1146476133746437,
        "3.14.3": 1.3147947692923592,
        "3.15.0": 1.2943403939903846
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -16.390995860712664,
          "ci95_lo_pct": -21.36709613662056,
          "ci95_hi_pct": -13.667656156907869,
          "session_speedup_pct": [
            -14.669293889673535,
            -20.34094156392936,
            -14.015802235072941
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": -14.244807456843786,
          "ci95_lo_pct": -17.41754016717934,
          "ci95_hi_pct": -12.537284782533911,
          "session_speedup_pct": [
            -13.222485631326297,
            -16.494101822343282,
            -12.97241714816957
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 2.56693453768863,
          "ci95_lo_pct": -0.6736413218870815,
          "ci95_hi_pct": 7.800086263693792,
          "session_speedup_pct": [
            1.6955306293570578,
            4.829130317518518,
            1.213461442945474
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "etl_puro",
      "median_ms": {
        "3.13.12": 0.9698855872751124,
        "3.14.3": 0.8777229297990481,
        "3.15.0": 0.8979034819084152
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": 9.511530806054614,
          "ci95_lo_pct": 7.131919062381837,
          "ci95_hi_pct": 11.533936150577428,
          "session_speedup_pct": [
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            8.975955643739313,
            8.26168324562405
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 7.872607918614707,
          "ci95_lo_pct": 6.414413084359268,
          "ci95_hi_pct": 9.303557787471217,
          "session_speedup_pct": [
            8.953597365856623,
            7.926244914429736,
            6.749265129689235
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": -1.4965756348913088,
          "ci95_lo_pct": -2.79594949112973,
          "ci95_hi_pct": -0.18063644254828876,
          "session_speedup_pct": [
            -2.1259665804324253,
            -0.963249850032287,
            -1.3970022177684425
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "inconcluso"
        }
      }
    },
    {
      "case": "json_encode",
      "median_ms": {
        "3.13.12": 0.3765344994083356,
        "3.14.3": 0.38183344133397157,
        "3.15.0": 0.31172539536941174
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -1.5778383730319725,
          "ci95_lo_pct": -2.8605806764637474,
          "ci95_hi_pct": -0.22341758405090012,
          "session_speedup_pct": [
            -2.274949488004957,
            -1.8734557278450046,
            -0.5771314479985792
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "inconcluso"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 20.19513495252805,
          "ci95_lo_pct": 18.418719881036385,
          "ci95_hi_pct": 21.719596293681185,
          "session_speedup_pct": [
            21.585055181208,
            18.409434715746627,
            20.61301233917032
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 22.122023094841424,
          "ci95_lo_pct": 19.89239523984246,
          "ci95_hi_pct": 24.523253166848594,
          "session_speedup_pct": [
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            20.67013629598208,
            21.31314867070624
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "json_decode",
      "median_ms": {
        "3.13.12": 0.41943621903771905,
        "3.14.3": 0.4253829090393602,
        "3.15.0": 0.3710458846782354
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      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -0.1050801980405135,
          "ci95_lo_pct": -6.843338116987543,
          "ci95_hi_pct": 5.897294367433025,
          "session_speedup_pct": [
            4.599706420910404,
            1.794065932418809,
            -6.378136683009504
          ],
          "direction_agreement": false,
          "p_raw_exact": 1,
          "p_holm": 1,
          "interpretation": "inconcluso"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 15.455026955064021,
          "ci95_lo_pct": 11.11628628767952,
          "ci95_hi_pct": 21.307026688589588,
          "session_speedup_pct": [
            20.108702893618272,
            15.297571429500174,
            11.133221703886264
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 15.576474943823237,
          "ci95_lo_pct": 12.957060436361518,
          "ci95_hi_pct": 20.51484903109046,
          "session_speedup_pct": [
            14.826998089554372,
            13.265513439699287,
            18.704347218132977
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "regex",
      "median_ms": {
        "3.13.12": 0.6586672344311612,
        "3.14.3": 0.8448052976603933,
        "3.15.0": 0.7886731876186907
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -21.46395632205116,
          "ci95_lo_pct": -24.78486477672134,
          "ci95_hi_pct": -16.99757028480883,
          "session_speedup_pct": [
            -19.550155344094446,
            -21.618932872511923,
            -23.18064138752089
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": -15.75234385302427,
          "ci95_lo_pct": -18.192602043488964,
          "ci95_hi_pct": -12.170725119968168,
          "session_speedup_pct": [
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            -15.823453442112603,
            -17.332351886173527
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 7.272600199277138,
          "ci95_lo_pct": 4.422753679748122,
          "ci95_hi_pct": 10.299902293967108,
          "session_speedup_pct": [
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            7.393978728272321,
            7.613041304926132
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "sqlite",
      "median_ms": {
        "3.13.12": 1.2846910648646443,
        "3.14.3": 1.29859817688253,
        "3.15.0": 1.2891022461770982
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -2.6790659017669123,
          "ci95_lo_pct": -6.136224166979116,
          "ci95_hi_pct": -0.8595308427014141,
          "session_speedup_pct": [
            -1.4785766130721012,
            -2.1844857669198734,
            -4.351010553963781
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": -1.8404608701866159,
          "ci95_lo_pct": -5.225780417160602,
          "ci95_hi_pct": 0.2083244991475006,
          "session_speedup_pct": [
            -4.377117795788801,
            -1.1060381376546484,
            0.01518126113766926
          ],
          "direction_agreement": false,
          "p_raw_exact": 0.5,
          "p_holm": 1,
          "interpretation": "inconcluso"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 0.8616902821070653,
          "ci95_lo_pct": -3.3736178995849584,
          "ci95_hi_pct": 5.76302841344191,
          "session_speedup_pct": [
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            1.10253229022079,
            4.564807051688502
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          "direction_agreement": false,
          "p_raw_exact": 0.75,
          "p_holm": 1,
          "interpretation": "inconcluso"
        }
      }
    },
    {
      "case": "asyncio",
      "median_ms": {
        "3.13.12": 2.0347321374213836,
        "3.14.3": 1.6163268832442068,
        "3.15.0": 1.6455705976662403
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      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": 23.809400197909802,
          "ci95_lo_pct": 21.877828643406932,
          "ci95_hi_pct": 25.754721040967254,
          "session_speedup_pct": [
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            23.171089175953128,
            25.022409885925118
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 22.04106947673621,
          "ci95_lo_pct": 20.136502746537378,
          "ci95_hi_pct": 24.24949178542934,
          "session_speedup_pct": [
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            24.13349348678418,
            21.804966825357834
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": -1.4282685469333585,
          "ci95_lo_pct": -3.2991686009574464,
          "ci95_hi_pct": 0.9839948371472909,
          "session_speedup_pct": [
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            0.7813556876616029,
            -2.573493074963914
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          "direction_agreement": false,
          "p_raw_exact": 0.5,
          "p_holm": 1,
          "interpretation": "inconcluso"
        }
      }
    },
    {
      "case": "hilos_io",
      "median_ms": {
        "3.13.12": 6.505713682017545,
        "3.14.3": 6.555186694444444,
        "3.15.0": 6.179665452485381
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      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": 0.04747382496664855,
          "ci95_lo_pct": -2.746622323339622,
          "ci95_hi_pct": 2.4517251320226743,
          "session_speedup_pct": [
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            0.9973788927001275,
            1.0712655996969969
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          "direction_agreement": false,
          "p_raw_exact": 1,
          "p_holm": 1,
          "interpretation": "inconcluso"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 1.4096561382322697,
          "ci95_lo_pct": -0.9371531191663157,
          "ci95_hi_pct": 3.714078372023617,
          "session_speedup_pct": [
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            0.0969883511879296,
            2.455044169270173
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "inconcluso"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 1.3615359400765674,
          "ci95_lo_pct": -1.6864215159003553,
          "ci95_hi_pct": 4.449273145330015,
          "session_speedup_pct": [
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            1.3691117464124432
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          "direction_agreement": false,
          "p_raw_exact": 0.5,
          "p_holm": 1,
          "interpretation": "inconcluso"
        }
      }
    },
    {
      "case": "base32",
      "median_ms": {
        "3.13.12": 0.6386818673780488,
        "3.14.3": 0.739650329225352,
        "3.15.0": 0.003370751807404564
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      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -14.370282290360601,
          "ci95_lo_pct": -15.461890982963201,
          "ci95_hi_pct": -13.209618086975642,
          "session_speedup_pct": [
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            -13.433381605655125
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 18707.724914196082,
          "ci95_lo_pct": 18393.941277070106,
          "ci95_hi_pct": 18998.558252652805,
          "session_speedup_pct": [
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            18940.757033027767,
            18774.84811068604
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 21864.01601833014,
          "ci95_lo_pct": 21461.2719702449,
          "ci95_hi_pct": 22342.85676685456,
          "session_speedup_pct": [
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            22330.581256229434,
            21703.841319876574
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "base64",
      "median_ms": {
        "3.13.12": 0.005490654049538376,
        "3.14.3": 0.00573303495190455,
        "3.15.0": 0.0027925334186370203
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      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": -6.397611330602704,
          "ci95_lo_pct": -10.332341790637939,
          "ci95_hi_pct": -4.141823516701488,
          "session_speedup_pct": [
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            -5.29953789953304,
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          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
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          "ci95_lo_pct": 95.30085430526,
          "ci95_hi_pct": 98.7127833929853,
          "session_speedup_pct": [
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            96.77769097136853
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": 110.53764186059705,
          "ci95_lo_pct": 105.75177680902617,
          "ci95_hi_pct": 119.96660578481949,
          "session_speedup_pct": [
            115.81697621617786,
            107.72720686290762,
            108.16623044558654
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "arranque_normal",
      "median_ms": {
        "3.13.12": 20.865851749999997,
        "3.14.3": 10.72874375,
        "3.15.0": 11.867171500000001
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": 99.8314248748601,
          "ci95_lo_pct": 91.87745002324148,
          "ci95_hi_pct": 110.66366243268516,
          "session_speedup_pct": [
            101.9043904317081,
            93.71007196076955,
            104.02969950518755
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": 80.41046673016137,
          "ci95_lo_pct": 72.13679624192625,
          "ci95_hi_pct": 89.36142151754558,
          "session_speedup_pct": [
            76.80422445267907,
            77.43337914353204,
            87.17904580342451
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": -9.718670702999136,
          "ci95_lo_pct": -14.86126888317457,
          "ci95_hi_pct": -5.797652304079874,
          "session_speedup_pct": [
            -12.431708852571429,
            -8.402605322728862,
            -8.25892198176501
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    },
    {
      "case": "arranque_sin_site",
      "median_ms": {
        "3.13.12": 7.7112257500000005,
        "3.14.3": 7.6420975,
        "3.15.0": 8.169939499999998
      },
      "comparisons": {
        "3.14.3_vs_3.13.12": {
          "speedup_pct": 0.9600907893323116,
          "ci95_lo_pct": -4.553037724861881,
          "ci95_hi_pct": 9.179998046116577,
          "session_speedup_pct": [
            -3.495696316443089,
            -0.33545608793707105,
            6.994593280520417
          ],
          "direction_agreement": false,
          "p_raw_exact": 1,
          "p_holm": 1,
          "interpretation": "inconcluso"
        },
        "3.15.0_vs_3.13.12": {
          "speedup_pct": -1.7843869639108179,
          "ci95_lo_pct": -6.045700522387385,
          "ci95_hi_pct": 6.947649512152613,
          "session_speedup_pct": [
            -4.579914367968311,
            -5.308514713919611,
            4.855415256959418
          ],
          "direction_agreement": false,
          "p_raw_exact": 0.75,
          "p_holm": 1,
          "interpretation": "inconcluso"
        },
        "3.15.0_vs_3.14.3": {
          "speedup_pct": -2.718378848301431,
          "ci95_lo_pct": -6.751612519229848,
          "ci95_hi_pct": 1.842896752213362,
          "session_speedup_pct": [
            -1.123491917086348,
            -4.989797204480686,
            -1.9993328241852966
          ],
          "direction_agreement": true,
          "p_raw_exact": 0.25,
          "p_holm": 1,
          "interpretation": "tendencia reproducida; evidencia inferencial insuficiente"
        }
      }
    }
  ],
  "warnings": [
    "Sesión 1: 7 advertencias (ver JSON)",
    "Sesión 2: 7 advertencias (ver JSON)",
    "Sesión 3: 7 advertencias (ver JSON)",
    "Compilaciones distintas entre versiones: consultar config por intérprete en resultados.json",
    "Con pocas sesiones la prueba exacta tiene escasa potencia; el p de Holm puede no ser significativo",
    "Holm corrige las 42 comparaciones (todas las parejas/versiones y escenarios)",
    "La prueba exacta usa medias por sesión, no considera rondas del mismo día como sesiones independientes",
    "Los IC95 bootstrap jerárquicos son exploratorios, especialmente con menos de cinco sesiones"
  ],
  "method": "hierarchical bootstrap; session-level exact sign-flip; global Holm"
}