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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 | |
 | Magic Stick | 6 | 14.29% | 100.0 | 83.33% | +41.66% | -33.33% | +16.67% | 0.00% | -00:48 | -01:29 | -01:29 | -01:29 | 00:03 | 01:05 | 01:32 | 01:08 |
 | Aghanim's Shard | 28 | 66.67% | 97.8 | 57.14% | +28.57% | +28.57% | -28.57% | -7.26% | 23:39 | 15:51 | 19:38 | 23:59 | 27:30 | 33:06 | 07:52 | 05:49 |
 | Crown | 38 | 90.48% | 95.6 | 50.00% | +25.00% | +20.00% | -16.67% | -3.42% | 08:17 | 00:17 | 02:21 | 09:37 | 13:04 | 21:24 | 10:43 | 07:56 |
 | Diadem | 36 | 85.71% | 93.3 | 50.00% | +16.67% | +5.56% | +5.56% | 0.00% | 05:35 | 02:29 | 04:36 | 05:34 | 06:27 | 10:02 | 01:51 | 01:22 |
 | Phylactery | 36 | 85.71% | 91.1 | 50.00% | +16.67% | +16.67% | +5.56% | -5.60% | 09:21 | 05:27 | 08:18 | 09:19 | 10:17 | 14:27 | 01:59 | 01:28 |
 | Wind Lace | 39 | 92.86% | 88.9 | 48.72% | +15.39% | +1.28% | -18.72% | -7.50% | 11:49 | 02:44 | 10:38 | 12:23 | 13:18 | 17:01 | 02:40 | 01:58 |
 | Scythe of Vyse | 3 | 7.14% | 86.7 | 100.00% | +56.41% | 0.00% | 0.00% | 0.00% | 38:04 | 28:55 | 28:55 | 33:38 | 51:38 | 51:38 | 22:43 | 16:49 |
 | Boots of Speed | 42 | 100.00% | 84.4 | 47.62% | +47.62% | -2.17% | -7.62% | -1.12% | 09:16 | 02:44 | 06:17 | 09:56 | 11:09 | 20:50 | 04:52 | 03:36 |
 | Aghanim's Scepter | 13 | 30.95% | 82.2 | 61.54% | +20.16% | +38.46% | -28.21% | -4.66% | 28:22 | 16:46 | 20:20 | 25:58 | 34:38 | 41:20 | 14:18 | 10:35 |
 | Buckler | 25 | 59.52% | 80.0 | 52.00% | +10.82% | -2.00% | -18.67% | -1.84% | 27:10 | 08:26 | 21:38 | 27:05 | 30:41 | 43:15 | 09:03 | 06:42 |
 | Ring of Protection | 25 | 59.52% | 77.8 | 52.00% | +10.82% | -2.00% | -18.67% | -1.84% | 26:57 | 08:26 | 21:38 | 26:46 | 30:41 | 43:14 | 09:03 | 06:42 |
 | Blight Stone | 33 | 78.57% | 75.6 | 48.48% | +4.04% | +26.52% | -23.48% | -23.62% | 11:41 | -01:29 | 10:45 | 12:06 | 12:52 | 20:33 | 02:07 | 01:34 |
 | Solar Crest | 33 | 78.57% | 73.3 | 48.48% | +4.04% | +26.52% | -10.98% | -18.15% | 14:29 | 06:44 | 13:27 | 14:30 | 15:31 | 23:35 | 02:04 | 01:31 |
 | Medallion of Courage | 33 | 78.57% | 71.1 | 48.48% | +4.04% | +26.52% | -10.98% | -14.71% | 12:12 | 03:51 | 10:48 | 12:06 | 13:21 | 20:48 | 02:33 | 01:53 |
 | Chainmail | 33 | 78.57% | 68.9 | 48.48% | +4.04% | +26.52% | -10.98% | -12.93% | 11:35 | 03:22 | 10:23 | 11:44 | 13:17 | 19:47 | 02:54 | 02:08 |
 | Magic Wand | 41 | 97.62% | 66.7 | 46.34% | -53.66% | -26.34% | +23.66% | 0.00% | -00:38 | -01:29 | -01:29 | -01:29 | -01:29 | 13:35 | 00:00 | 00:00 |
 | Black King Bar | 5 | 11.90% | 64.4 | 80.00% | +36.76% | -80.00% | +20.00% | 0.00% | 37:58 | 21:46 | 21:46 | 37:10 | 45:31 | 51:43 | 23:45 | 17:35 |
 | Void Stone | 5 | 11.90% | 62.2 | 80.00% | +36.76% | +20.00% | +20.00% | 0.00% | 35:18 | 28:53 | 28:53 | 36:34 | 37:57 | 39:30 | 09:04 | 06:42 |
 | Assault Cuirass | 12 | 28.57% | 60.0 | 58.33% | +15.00% | +8.34% | -25.00% | -3.67% | 32:13 | 26:00 | 27:16 | 30:51 | 36:21 | 39:07 | 09:05 | 06:43 |
 | Boots of Bearing | 8 | 19.05% | 57.8 | 62.50% | +18.38% | +37.50% | -12.50% | 0.00% | 31:42 | 21:13 | 22:15 | 24:47 | 34:49 | 55:34 | 12:34 | 09:18 |
 | Rod of Atos | 6 | 14.29% | 55.6 | 66.67% | +22.23% | -16.67% | +33.33% | 0.00% | 12:23 | 09:08 | 10:12 | 12:11 | 13:23 | 16:41 | 03:11 | 02:21 |
 | Ring of Health | 20 | 47.62% | 53.3 | 45.00% | -5.00% | -25.00% | +35.00% | 17.91% | 20:08 | 13:12 | 17:35 | 19:07 | 20:56 | 37:56 | 03:21 | 02:28 |
 | Tranquil Boots | 12 | 28.57% | 51.1 | 50.00% | +3.33% | -16.67% | -16.67% | 0.00% | 20:40 | 05:37 | 11:48 | 13:55 | 23:02 | 55:34 | 11:14 | 08:19 |
 | Headdress | 25 | 59.52% | 48.9 | 40.00% | -18.82% | -23.33% | +26.67% | 12.10% | 16:57 | 11:15 | 14:41 | 16:47 | 18:49 | 23:10 | 04:08 | 03:03 |
 | Pipe of Insight | 19 | 45.24% | 46.7 | 42.11% | -10.06% | -22.11% | +17.89% | 12.18% | 20:18 | 13:17 | 18:41 | 20:28 | 21:58 | 28:17 | 03:17 | 02:25 |
 | Lotus Orb | 2 | 4.76% | 44.4 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 40:20 | 39:55 | 39:55 | 40:44 | 40:44 | 40:44 | 00:49 | 00:36 |
 | Drum of Endurance | 11 | 26.19% | 42.2 | 45.45% | -2.94% | +21.22% | -12.12% | -2.86% | 21:50 | 10:40 | 11:52 | 17:13 | 23:32 | 47:07 | 11:40 | 08:38 |
 | Guardian Greaves | 8 | 19.05% | 40.0 | 50.00% | +2.94% | 0.00% | +50.00% | 0.00% | 24:35 | 21:43 | 22:27 | 22:35 | 25:25 | 30:37 | 02:58 | 02:11 |
 | Mekansm | 8 | 19.05% | 37.8 | 50.00% | +2.94% | 0.00% | +50.00% | 0.00% | 19:43 | 17:05 | 17:34 | 18:24 | 19:14 | 25:31 | 01:40 | 01:14 |
 | Arcane Boots | 10 | 23.81% | 35.6 | 40.00% | -10.00% | -6.67% | +10.00% | 3.23% | 19:26 | 05:19 | 16:25 | 18:59 | 21:35 | 30:30 | 05:10 | 03:49 |
 | Bracer | 3 | 7.14% | 33.3 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 07:04 | 03:17 | 03:17 | 03:17 | 14:37 | 14:37 | 11:20 | 08:23 |
 | Helm of Iron Will | 1 | 2.38% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.38% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.38% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Vladmir's Offering | 5 | 11.90% | 24.4 | 40.00% | -8.65% | -40.00% | -40.00% | 0.00% | 30:38 | 11:36 | 11:36 | 33:21 | 33:29 | 42:12 | 21:53 | 16:12 |
 | Heaven's Halberd | 5 | 11.90% | 22.2 | 40.00% | -8.65% | -40.00% | -40.00% | 0.00% | 32:03 | 21:46 | 21:46 | 29:48 | 36:47 | 48:21 | 15:01 | 11:07 |
 | Sange | 5 | 11.90% | 20.0 | 40.00% | -8.65% | -40.00% | -40.00% | 0.00% | 29:58 | 18:28 | 18:28 | 25:54 | 36:32 | 48:04 | 18:04 | 13:22 |
 | Wraith Band | 2 | 4.76% | 17.8 | 50.00% | +2.50% | -50.00% | 0.00% | 0.00% | 02:48 | 02:36 | 02:36 | 03:00 | 03:00 | 03:00 | 00:24 | 00:17 |
 | Ring of Basilius | 4 | 9.52% | 15.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 27:46 | 03:55 | 03:55 | 32:25 | 32:30 | 42:12 | 28:35 | 21:10 |
 | Morbid Mask | 4 | 9.52% | 13.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 29:23 | 10:24 | 10:24 | 32:25 | 32:30 | 42:12 | 22:06 | 16:22 |
 | Power Treads | 1 | 2.38% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.38% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.38% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 00:00 | 00:00 |
 | Null Talisman | 1 | 2.38% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 00:00 | 00:00 |
 | Cornucopia | 2 | 4.76% | 2.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:11 | 23:15 | 23:15 | 33:07 | 33:07 | 33:07 | 09:52 | 07:18 |