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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 | |
 | Heart of Tarrasque | 23 | 28.05% | 100.0 | 82.61% | +35.15% | +17.39% | +0.72% | -2.78% | 29:32 | 20:45 | 26:15 | 29:06 | 32:15 | 35:43 | 06:00 | 04:26 |
 | Sange | 26 | 31.71% | 98.3 | 76.92% | +28.71% | +8.79% | -10.25% | -3.25% | 25:28 | 17:02 | 22:17 | 24:27 | 28:09 | 35:08 | 05:52 | 04:20 |
 | Black King Bar | 32 | 39.02% | 96.6 | 71.88% | +23.88% | +3.12% | -9.38% | -3.59% | 22:55 | 17:07 | 20:58 | 22:03 | 24:27 | 34:02 | 03:29 | 02:34 |
 | Quelling Blade | 39 | 47.56% | 94.8 | 69.23% | +22.72% | +0.77% | -9.23% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:51 | 00:00 | 00:00 |
 | Aghanim's Scepter | 39 | 47.56% | 93.1 | 66.67% | +17.83% | +33.33% | -36.67% | -31.11% | 16:13 | 12:27 | 14:32 | 15:37 | 16:47 | 27:58 | 02:15 | 01:40 |
 | Magic Wand | 47 | 57.32% | 91.4 | 63.83% | +15.26% | -5.50% | +2.84% | 0.88% | 10:09 | 02:01 | 05:35 | 09:27 | 15:04 | 23:23 | 09:29 | 07:01 |
 | Medallion of Courage | 5 | 6.10% | 89.7 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 20:41 | 08:42 | 08:42 | 23:38 | 26:41 | 28:49 | 17:59 | 13:19 |
 | Helm of the Dominator | 43 | 52.44% | 87.9 | 62.79% | +11.51% | +19.03% | -17.34% | -21.61% | 08:15 | 05:10 | 07:12 | 08:31 | 08:53 | 11:13 | 01:41 | 01:14 |
 | Helm of Iron Will | 43 | 52.44% | 86.2 | 62.79% | +11.51% | +9.94% | -17.34% | -16.05% | 04:29 | 02:14 | 03:41 | 04:10 | 05:23 | 08:07 | 01:42 | 01:15 |
 | Crown | 43 | 52.44% | 84.5 | 62.79% | +11.51% | +28.12% | +0.85% | -6.90% | 03:21 | -01:29 | 01:35 | 03:46 | 05:32 | 08:07 | 03:57 | 02:55 |
 | Kaya and Sange | 18 | 21.95% | 82.8 | 72.22% | +19.09% | +7.78% | +2.78% | -0.77% | 29:15 | 20:35 | 26:22 | 27:22 | 32:52 | 39:48 | 06:30 | 04:48 |
 | Kaya | 18 | 21.95% | 81.0 | 72.22% | +19.09% | +7.78% | +2.78% | -0.63% | 28:41 | 20:19 | 24:56 | 27:13 | 32:52 | 39:48 | 07:56 | 05:52 |
 | Ring of Protection | 42 | 51.22% | 79.3 | 61.90% | +9.40% | -16.45% | -11.90% | 0.91% | 08:08 | -01:29 | 03:27 | 05:29 | 08:26 | 44:01 | 04:59 | 03:41 |
 | Soul Ring | 26 | 31.71% | 77.6 | 65.38% | +11.81% | -8.24% | +1.29% | 2.24% | 06:31 | 01:57 | 04:20 | 06:28 | 08:35 | 10:27 | 04:15 | 03:08 |
 | Magic Stick | 61 | 74.39% | 75.9 | 57.38% | +0.24% | +9.29% | +2.62% | -2.30% | 02:55 | -01:29 | -01:29 | 01:17 | 04:23 | 22:43 | 05:52 | 04:20 |
 | Blight Stone | 7 | 8.54% | 74.1 | 85.71% | +31.04% | -35.71% | +14.29% | 1.98% | 18:44 | -01:29 | -01:29 | 23:12 | 26:41 | 40:14 | 28:10 | 20:51 |
 | Fluffy Hat | 4 | 4.88% | 72.4 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 26:22 | 19:34 | 19:34 | 21:52 | 24:58 | 39:04 | 05:24 | 04:00 |
 | Chainmail | 36 | 43.90% | 70.7 | 55.56% | -3.14% | +11.11% | +22.22% | 1.47% | 14:09 | 04:53 | 09:33 | 13:01 | 17:07 | 26:41 | 07:34 | 05:36 |
 | Mekansm | 30 | 36.59% | 69.0 | 56.67% | -1.02% | +5.83% | -13.81% | -2.48% | 19:20 | 13:02 | 15:01 | 19:21 | 22:57 | 29:21 | 07:56 | 05:52 |
 | Headdress | 35 | 42.68% | 67.2 | 48.57% | -15.26% | -15.24% | -15.24% | 0.00% | 06:46 | -01:29 | 02:09 | 05:40 | 08:37 | 24:57 | 06:28 | 04:47 |
 | Morbid Mask | 3 | 3.66% | 65.5 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 40:56 | 38:42 | 38:42 | 40:05 | 44:02 | 44:02 | 05:20 | 03:57 |
 | Javelin | 3 | 3.66% | 63.8 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 39:39 | 36:37 | 36:37 | 40:37 | 41:44 | 41:44 | 05:07 | 03:47 |
 | Holy Locket | 3 | 3.66% | 62.1 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 29:13 | 20:35 | 20:35 | 27:36 | 39:28 | 39:28 | 18:53 | 13:59 |
 | Bracer | 9 | 10.98% | 60.3 | 66.67% | +10.51% | -16.67% | -66.67% | -46.88% | 01:43 | -01:28 | 01:03 | 01:39 | 02:07 | 04:51 | 01:04 | 00:47 |
 | Buckler | 7 | 8.54% | 58.6 | 71.43% | +15.43% | -21.43% | +28.57% | 3.36% | 29:30 | 05:25 | 22:04 | 31:48 | 36:56 | 44:02 | 14:52 | 11:00 |
 | Glimmer Cape | 7 | 8.54% | 56.9 | 71.43% | +15.43% | +28.57% | -21.43% | -8.04% | 32:28 | 27:44 | 28:39 | 32:46 | 34:52 | 37:01 | 06:13 | 04:36 |
 | Urn of Shadows | 14 | 17.07% | 55.2 | 57.14% | -0.21% | -57.14% | -23.81% | 8.16% | 08:51 | 02:31 | 06:56 | 09:32 | 11:01 | 12:47 | 04:05 | 03:01 |
 | Hood of Defiance | 17 | 20.73% | 53.4 | 52.94% | -5.52% | -27.94% | +22.06% | 6.64% | 18:06 | 06:58 | 12:41 | 18:23 | 20:13 | 30:57 | 07:32 | 05:34 |
 | Ghost Scepter | 12 | 14.63% | 51.7 | 58.33% | +1.19% | -25.00% | -25.00% | 0.00% | 29:05 | 21:08 | 21:35 | 28:44 | 32:33 | 40:07 | 10:58 | 08:07 |
 | Ring of Health | 18 | 21.95% | 50.0 | 50.00% | -9.38% | -10.00% | +25.00% | 4.36% | 16:42 | 06:38 | 12:11 | 17:36 | 20:13 | 30:35 | 08:02 | 05:57 |
 | Heaven's Halberd | 2 | 2.44% | 48.3 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 28:35 | 24:00 | 24:00 | 33:09 | 33:09 | 33:09 | 09:09 | 06:46 |
 | Spirit Vessel | 2 | 2.44% | 46.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 20:52 | 20:33 | 20:33 | 21:10 | 21:10 | 21:10 | 00:37 | 00:27 |
 | Arcane Boots | 2 | 2.44% | 44.8 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 25:49 | 25:43 | 25:43 | 25:54 | 25:54 | 25:54 | 00:11 | 00:08 |
 | Monkey King Bar | 2 | 2.44% | 43.1 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 39:36 | 38:09 | 38:09 | 41:03 | 41:03 | 41:03 | 02:54 | 02:08 |
 | Satanic | 2 | 2.44% | 41.4 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 39:58 | 39:06 | 39:06 | 40:50 | 40:50 | 40:50 | 01:44 | 01:17 |
 | Wraith Band | 2 | 2.44% | 39.7 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 00:11 | -01:29 | -01:29 | 01:50 | 01:50 | 01:50 | 03:19 | 02:27 |
 | Assault Cuirass | 2 | 2.44% | 37.9 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 38:37 | 33:08 | 33:08 | 44:06 | 44:06 | 44:06 | 10:58 | 08:07 |
 | Boots of Speed | 2 | 2.44% | 36.2 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 00:00 | 00:00 |
 | Orchid Malevolence | 8 | 9.76% | 34.5 | 50.00% | -8.11% | 0.00% | 0.00% | 0.00% | 17:32 | 13:49 | 14:55 | 15:11 | 20:24 | 21:36 | 05:29 | 04:03 |
 | Ring of Basilius | 13 | 15.85% | 32.8 | 38.46% | -22.41% | -5.13% | +28.21% | 3.88% | 13:31 | -01:24 | 05:32 | 08:56 | 14:08 | 44:30 | 08:36 | 06:22 |
 | Daedalus | 3 | 3.66% | 31.0 | 66.67% | +9.71% | +33.33% | 0.00% | 0.00% | 38:12 | 31:42 | 31:42 | 40:36 | 42:17 | 42:17 | 10:35 | 07:50 |
 | Wind Lace | 4 | 4.88% | 29.3 | 50.00% | -7.69% | -50.00% | +50.00% | 0.00% | 32:11 | 20:35 | 20:35 | 23:30 | 32:56 | 51:41 | 12:21 | 09:08 |
 | Crystalys | 4 | 4.88% | 27.6 | 50.00% | -7.69% | +50.00% | +50.00% | 0.00% | 36:31 | 29:57 | 29:57 | 37:04 | 37:09 | 41:55 | 07:12 | 05:20 |
 | Vladmir's Offering | 1 | 1.22% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.22% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:49 | 52:49 | 52:49 | 52:49 | 52:49 | 52:49 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.22% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.22% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 35:21 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.22% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 23:58 | 00:00 | 00:00 |
 | Desolator | 1 | 1.22% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.22% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.22% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 00:00 | 00:00 |
 | Bottle | 2 | 2.44% | 12.1 | 50.00% | -7.50% | -50.00% | 0.00% | 0.00% | 10:59 | 07:52 | 07:52 | 14:05 | 14:05 | 14:05 | 06:13 | 04:36 |
 | Pipe of Insight | 2 | 2.44% | 10.3 | 50.00% | -7.50% | -50.00% | 0.00% | 0.00% | 32:31 | 28:38 | 28:38 | 36:23 | 36:23 | 36:23 | 07:45 | 05:44 |
 | Void Stone | 4 | 4.88% | 8.6 | 25.00% | -33.97% | -25.00% | +75.00% | 0.00% | 26:35 | 23:10 | 23:10 | 25:59 | 26:16 | 30:56 | 03:06 | 02:17 |
 | Eye of Skadi | 1 | 1.22% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.22% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.22% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 1.22% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 |