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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Ghost Scepter | 19 | 17.43% | 100.0 | 84.21% | +37.54% | +15.79% | +15.79% | 0.00% | 32:52 | 22:14 | 28:09 | 33:33 | 35:58 | 45:48 | 07:49 | 05:47 |
 | Holy Locket | 89 | 81.65% | 97.4 | 59.55% | +34.55% | +13.18% | +17.72% | 0.68% | 20:09 | 08:12 | 15:22 | 18:13 | 22:02 | 60:22 | 06:40 | 04:56 |
 | Aghanim's Shard | 63 | 57.80% | 94.9 | 60.32% | +16.84% | +8.43% | +14.68% | 1.13% | 26:09 | 20:00 | 22:48 | 25:54 | 28:19 | 38:18 | 05:31 | 04:05 |
 | Ring of Protection | 57 | 52.29% | 92.3 | 57.89% | +9.81% | -7.89% | -15.03% | -1.82% | 06:17 | 00:57 | 04:27 | 06:00 | 08:23 | 11:39 | 03:56 | 02:54 |
 | Fluffy Hat | 102 | 93.58% | 89.7 | 53.92% | +11.06% | +7.62% | +10.08% | 0.24% | 13:40 | 02:29 | 08:10 | 10:49 | 18:20 | 41:34 | 10:10 | 07:31 |
 | Magic Stick | 109 | 100.00% | 87.2 | 53.21% | +53.21% | +2.35% | +2.35% | 0.00% | 02:43 | -01:29 | 00:40 | 02:30 | 03:47 | 13:07 | 03:07 | 02:18 |
 | Headdress | 109 | 100.00% | 84.6 | 53.21% | +53.21% | -5.06% | +6.05% | 2.87% | 02:22 | -01:29 | -01:29 | -01:28 | 05:21 | 16:02 | 06:50 | 05:03 |
 | Magic Wand | 107 | 98.17% | 82.1 | 53.27% | +3.27% | -12.53% | -1.42% | 1.78% | 10:42 | 02:26 | 06:59 | 09:19 | 13:13 | 32:51 | 06:14 | 04:37 |
 | Soul Ring | 56 | 51.38% | 79.5 | 57.14% | +8.08% | 0.00% | -14.28% | -4.44% | 08:10 | 04:34 | 06:37 | 07:45 | 09:50 | 12:07 | 03:13 | 02:22 |
 | Bracer | 12 | 11.01% | 76.9 | 75.00% | +24.48% | +25.00% | -8.33% | -33.33% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Mekansm | 68 | 62.39% | 74.4 | 54.41% | +3.19% | -13.23% | -7.35% | 0.57% | 21:09 | 11:22 | 15:38 | 19:20 | 26:00 | 39:43 | 10:22 | 07:40 |
 | Chainmail | 77 | 70.64% | 71.8 | 53.25% | +0.12% | -16.41% | -0.62% | 1.40% | 17:36 | 06:17 | 11:26 | 15:57 | 22:43 | 39:43 | 11:17 | 08:21 |
 | Ring of Basilius | 5 | 4.59% | 69.2 | 80.00% | +28.08% | +20.00% | +20.00% | 0.00% | 13:15 | 04:28 | 04:28 | 10:16 | 15:17 | 27:59 | 10:49 | 08:00 |
 | Ring of Health | 10 | 9.17% | 66.7 | 60.00% | +7.47% | +40.00% | +40.00% | 0.00% | 27:12 | 18:35 | 19:58 | 24:06 | 29:36 | 48:05 | 09:38 | 07:08 |
 | Void Stone | 8 | 7.34% | 64.1 | 62.50% | +10.02% | -12.50% | -12.50% | 0.00% | 31:47 | 16:34 | 24:31 | 27:36 | 37:22 | 48:06 | 12:51 | 09:31 |
 | Wind Lace | 4 | 3.67% | 61.5 | 75.00% | +22.62% | +25.00% | -75.00% | 0.00% | 23:57 | 10:11 | 10:11 | 21:42 | 23:33 | 40:21 | 13:22 | 09:54 |
 | Buckler | 2 | 1.83% | 59.0 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 14:04 | -01:29 | -01:29 | 29:36 | 29:36 | 29:36 | 31:05 | 23:01 |
 | Urn of Shadows | 2 | 1.83% | 56.4 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 10:24 | 08:43 | 08:43 | 12:04 | 12:04 | 12:04 | 03:21 | 02:28 |
 | Boots of Speed | 2 | 1.83% | 53.8 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 17:27 | 10:11 | 10:11 | 24:43 | 24:43 | 24:43 | 14:32 | 10:45 |
 | Spirit Vessel | 2 | 1.83% | 51.3 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 22:50 | 19:01 | 19:01 | 26:39 | 26:39 | 26:39 | 07:38 | 05:39 |
 | Linken's Sphere | 2 | 1.83% | 48.7 | 100.00% | +47.66% | 0.00% | 0.00% | 0.00% | 31:22 | 29:32 | 29:32 | 33:12 | 33:12 | 33:12 | 03:40 | 02:42 |
 | Glimmer Cape | 8 | 7.34% | 46.2 | 50.00% | -3.47% | +50.00% | 0.00% | -4.20% | 31:31 | 20:59 | 21:49 | 27:32 | 33:43 | 49:09 | 11:54 | 08:48 |
 | Aeon Disk | 3 | 2.75% | 43.6 | 66.67% | +13.84% | +33.33% | 0.00% | 0.00% | 44:37 | 42:10 | 42:10 | 42:37 | 49:03 | 49:03 | 06:53 | 05:05 |
 | Hood of Defiance | 4 | 3.67% | 41.0 | 50.00% | -3.33% | +50.00% | -50.00% | 0.00% | 24:00 | 19:57 | 19:57 | 21:03 | 25:06 | 29:52 | 05:09 | 03:48 |
 | Lotus Orb | 4 | 3.67% | 38.5 | 50.00% | -3.33% | +50.00% | +50.00% | 0.00% | 41:28 | 38:09 | 38:09 | 39:25 | 39:48 | 48:28 | 01:39 | 01:13 |
 | Tranquil Boots | 1 | 0.92% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.92% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.92% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.92% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.92% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Bottle | 1 | 0.92% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 |
 | Sange | 1 | 0.92% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 4.59% | 17.9 | 40.00% | -13.85% | -40.00% | +60.00% | 0.00% | 01:09 | -01:29 | -01:29 | -01:29 | -01:29 | 11:42 | 00:00 | 00:00 |
 | Solar Crest | 2 | 1.83% | 15.4 | 50.00% | -3.27% | +50.00% | 0.00% | 0.00% | 34:32 | 27:30 | 27:30 | 41:34 | 41:34 | 41:34 | 14:04 | 10:25 |
 | Blight Stone | 2 | 1.83% | 12.8 | 50.00% | -3.27% | +50.00% | 0.00% | 0.00% | 28:46 | 23:32 | 23:32 | 33:59 | 33:59 | 33:59 | 10:27 | 07:44 |
 | Crown | 2 | 1.83% | 10.3 | 50.00% | -3.27% | +50.00% | 0.00% | 0.00% | 31:28 | 23:33 | 23:33 | 39:23 | 39:23 | 39:23 | 15:50 | 11:43 |
 | Force Staff | 2 | 1.83% | 7.7 | 50.00% | -3.27% | -50.00% | 0.00% | 0.00% | 30:50 | 20:37 | 20:37 | 41:03 | 41:03 | 41:03 | 20:26 | 15:08 |
 | Morbid Mask | 2 | 1.83% | 5.1 | 50.00% | -3.27% | +50.00% | 0.00% | 0.00% | 48:50 | 48:15 | 48:15 | 49:25 | 49:25 | 49:25 | 01:10 | 00:51 |
 | Medallion of Courage | 2 | 1.83% | 2.6 | 50.00% | -3.27% | +50.00% | 0.00% | 0.00% | 28:46 | 23:32 | 23:32 | 33:59 | 33:59 | 33:59 | 10:27 | 07:44 |