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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 | 31 | 73.81% | 100.0 | 51.61% | +33.43% | -14.11% | -14.11% | 0.00% | 00:58 | -01:30 | -01:29 | -01:29 | 02:20 | 18:20 | 03:49 | 02:49 |
 | Void Stone | 11 | 26.19% | 98.3 | 63.64% | +28.16% | +36.36% | -30.31% | -4.33% | 35:53 | 19:47 | 25:54 | 36:27 | 41:17 | 52:54 | 15:23 | 11:23 |
 | Magic Wand | 24 | 57.14% | 96.7 | 50.00% | +16.67% | 0.00% | -33.33% | -4.84% | 07:58 | -01:29 | 03:31 | 07:07 | 10:24 | 22:20 | 06:53 | 05:05 |
 | Ring of Protection | 41 | 97.62% | 95.0 | 43.90% | +43.90% | +16.10% | -13.90% | -6.77% | 05:24 | -01:29 | 01:48 | 05:20 | 06:14 | 53:18 | 04:26 | 03:17 |
 | Soul Ring | 39 | 92.86% | 93.3 | 43.59% | +10.26% | -3.59% | -3.59% | 0.00% | 05:48 | 01:40 | 03:00 | 06:17 | 07:04 | 12:39 | 04:04 | 03:00 |
 | Boots of Speed | 42 | 100.00% | 91.7 | 42.86% | +42.86% | -6.50% | +7.14% | 4.26% | 04:38 | -01:29 | 03:07 | 03:58 | 06:19 | 10:32 | 03:12 | 02:22 |
 | Overwhelming Blink | 10 | 23.81% | 90.0 | 60.00% | +22.50% | +40.00% | -10.00% | -11.32% | 32:22 | 22:11 | 28:50 | 30:35 | 33:15 | 51:58 | 04:25 | 03:16 |
 | Radiance | 32 | 76.19% | 88.3 | 43.75% | +3.75% | -6.25% | +6.25% | 5.43% | 13:54 | 10:25 | 12:35 | 13:30 | 14:53 | 20:45 | 02:18 | 01:42 |
 | Quelling Blade | 34 | 80.95% | 86.7 | 41.18% | -8.82% | -18.96% | -16.18% | 2.78% | 00:30 | -01:30 | -01:29 | -01:29 | -01:28 | 56:11 | 00:01 | 00:00 |
 | Blink Dagger | 31 | 73.81% | 85.0 | 41.94% | -3.51% | -4.44% | +8.06% | 2.44% | 19:17 | 14:03 | 16:36 | 18:08 | 21:44 | 28:54 | 05:08 | 03:48 |
 | Chainmail | 25 | 59.52% | 83.3 | 44.00% | +2.82% | -44.00% | +22.67% | 17.24% | 07:13 | 01:46 | 03:33 | 05:29 | 07:25 | 33:32 | 03:52 | 02:51 |
 | Ring of Health | 14 | 33.33% | 81.7 | 50.00% | +10.71% | 0.00% | +16.67% | 3.06% | 31:43 | 19:47 | 27:47 | 31:44 | 33:14 | 45:34 | 05:27 | 04:02 |
 | Black King Bar | 30 | 71.43% | 80.0 | 40.00% | -10.00% | -15.00% | -11.43% | 1.01% | 19:38 | 15:36 | 17:06 | 18:39 | 20:38 | 30:31 | 03:32 | 02:37 |
 | Phase Boots | 24 | 57.14% | 78.3 | 41.67% | -2.77% | -25.00% | +8.33% | 13.33% | 08:38 | 04:44 | 05:49 | 06:41 | 08:19 | 33:32 | 02:30 | 01:51 |
 | Orchid Malevolence | 4 | 9.52% | 76.7 | 75.00% | +35.53% | +25.00% | -75.00% | -32.61% | 33:56 | 26:21 | 26:21 | 26:55 | 29:25 | 53:03 | 03:04 | 02:16 |
 | Bloodthorn | 4 | 9.52% | 75.0 | 75.00% | +35.53% | +25.00% | -75.00% | -19.87% | 35:01 | 26:21 | 26:21 | 29:17 | 31:23 | 53:03 | 05:02 | 03:43 |
 | Mage Slayer | 4 | 9.52% | 73.3 | 75.00% | +35.53% | +25.00% | -75.00% | -19.05% | 34:28 | 25:43 | 25:43 | 28:19 | 30:58 | 52:50 | 05:15 | 03:53 |
 | Linken's Sphere | 4 | 9.52% | 71.7 | 75.00% | +35.53% | +25.00% | -75.00% | -7.82% | 38:56 | 24:00 | 24:00 | 32:07 | 36:47 | 1:02:51 | 12:47 | 09:28 |
 | Aghanim's Shard | 19 | 45.24% | 70.0 | 42.11% | -1.37% | -2.11% | -2.11% | 0.00% | 28:00 | 15:07 | 22:03 | 28:06 | 33:06 | 35:46 | 11:03 | 08:11 |
 | Sange | 2 | 4.76% | 68.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 41:06 | 40:40 | 40:40 | 41:32 | 41:32 | 41:32 | 00:52 | 00:38 |
 | Arcane Boots | 2 | 4.76% | 66.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 26:12 | 16:48 | 16:48 | 35:35 | 35:35 | 35:35 | 18:47 | 13:54 |
 | Lotus Orb | 2 | 4.76% | 65.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 33:38 | 21:28 | 21:28 | 45:47 | 45:47 | 45:47 | 24:19 | 18:00 |
 | Buckler | 28 | 66.67% | 63.3 | 35.71% | -21.43% | +7.15% | -21.42% | -6.78% | 25:30 | 18:50 | 20:36 | 23:06 | 24:49 | 53:18 | 04:13 | 03:07 |
 | Assault Cuirass | 26 | 61.90% | 61.7 | 34.62% | -21.63% | +22.52% | -17.95% | -12.58% | 25:18 | 19:45 | 22:33 | 24:07 | 25:46 | 53:21 | 03:13 | 02:22 |
 | Aghanim's Scepter | 9 | 21.43% | 60.0 | 44.44% | +2.02% | +5.56% | +5.56% | 0.00% | 22:37 | 15:47 | 16:15 | 21:57 | 27:43 | 29:25 | 11:28 | 08:29 |
 | Yasha | 3 | 7.14% | 58.3 | 66.67% | +25.64% | -66.67% | 0.00% | 0.00% | 14:32 | 13:49 | 13:49 | 14:10 | 15:38 | 15:38 | 01:49 | 01:20 |
 | Bottle | 3 | 7.14% | 56.7 | 66.67% | +25.64% | +33.33% | 0.00% | 0.00% | 01:33 | 01:30 | 01:30 | 01:34 | 01:35 | 01:35 | 00:05 | 00:03 |
 | Manta Style | 3 | 7.14% | 55.0 | 66.67% | +25.64% | -66.67% | 0.00% | 0.00% | 20:04 | 15:50 | 15:50 | 16:10 | 28:12 | 28:12 | 12:22 | 09:09 |
 | Power Treads | 7 | 16.67% | 53.3 | 42.86% | 0.00% | +57.14% | +7.14% | -41.67% | 05:33 | 04:38 | 04:40 | 05:11 | 05:52 | 06:46 | 01:12 | 00:53 |
 | Bracer | 4 | 9.52% | 51.7 | 50.00% | +7.89% | +50.00% | +50.00% | 0.00% | 03:54 | 00:39 | 00:39 | 01:31 | 01:38 | 11:49 | 00:59 | 00:43 |
 | Blight Stone | 1 | 2.38% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.38% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.38% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.38% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.38% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 13:52 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.38% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Vanguard | 10 | 23.81% | 40.0 | 30.00% | -16.88% | +3.33% | +20.00% | 4.27% | 32:30 | 27:02 | 29:20 | 32:11 | 33:14 | 43:10 | 03:54 | 02:53 |
 | Skull Basher | 14 | 33.33% | 38.3 | 21.43% | -32.14% | +28.57% | -21.43% | -11.15% | 28:56 | 24:25 | 26:22 | 28:27 | 30:51 | 35:52 | 04:29 | 03:19 |
 | Abyssal Blade | 9 | 21.43% | 36.7 | 22.22% | -26.26% | -22.22% | +27.78% | 9.77% | 32:28 | 27:02 | 28:02 | 32:15 | 33:09 | 44:39 | 05:07 | 03:47 |
 | Armlet of Mordiggian | 2 | 4.76% | 35.0 | 50.00% | +7.50% | -50.00% | 0.00% | 0.00% | 09:32 | 07:58 | 07:58 | 11:06 | 11:06 | 11:06 | 03:08 | 02:19 |
 | Silver Edge | 2 | 4.76% | 33.3 | 50.00% | +7.50% | +50.00% | 0.00% | 0.00% | 30:55 | 26:08 | 26:08 | 35:41 | 35:41 | 35:41 | 09:33 | 07:04 |
 | Crystalys | 2 | 4.76% | 31.7 | 50.00% | +7.50% | +50.00% | 0.00% | 0.00% | 30:40 | 25:59 | 25:59 | 35:20 | 35:20 | 35:20 | 09:21 | 06:55 |
 | Vladmir's Offering | 2 | 4.76% | 30.0 | 50.00% | +7.50% | -50.00% | 0.00% | 0.00% | 44:03 | 36:03 | 36:03 | 52:02 | 52:02 | 52:02 | 15:59 | 11:50 |
 | Morbid Mask | 2 | 4.76% | 28.3 | 50.00% | +7.50% | -50.00% | 0.00% | 0.00% | 44:03 | 36:03 | 36:03 | 52:02 | 52:02 | 52:02 | 15:59 | 11:50 |
 | Helm of Iron Will | 2 | 4.76% | 26.7 | 50.00% | +7.50% | -50.00% | 0.00% | 0.00% | 06:15 | 02:34 | 02:34 | 09:55 | 09:55 | 09:55 | 07:21 | 05:26 |
 | Wind Lace | 3 | 7.14% | 25.0 | 33.33% | -10.26% | -33.33% | 0.00% | 0.00% | 09:17 | 02:31 | 02:31 | 09:12 | 16:08 | 16:08 | 13:37 | 10:05 |
 | Ring of Basilius | 3 | 7.14% | 23.3 | 33.33% | -10.26% | -33.33% | 0.00% | 0.00% | 32:15 | 10:25 | 10:25 | 34:19 | 52:02 | 52:02 | 41:37 | 30:49 |
 | Shadow Blade | 3 | 7.14% | 21.7 | 33.33% | -10.26% | -33.33% | 0.00% | 0.00% | 26:42 | 25:48 | 25:48 | 25:54 | 28:23 | 28:23 | 02:35 | 01:54 |
 | Ghost Scepter | 1 | 2.38% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.38% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.38% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.38% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.38% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.38% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 7.14% | 10.0 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 46:44 | 39:15 | 39:15 | 41:17 | 59:39 | 59:39 | 20:24 | 15:06 |
 | Fluffy Hat | 2 | 4.76% | 8.3 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 38:31 | 28:04 | 28:04 | 48:57 | 48:57 | 48:57 | 20:53 | 15:28 |
 | Javelin | 1 | 2.38% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 |
 | Force Staff | 2 | 4.76% | 5.0 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 38:31 | 28:04 | 28:04 | 48:57 | 48:57 | 48:57 | 20:53 | 15:28 |
 | Swift Blink | 2 | 4.76% | 3.3 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 34:41 | 33:15 | 33:15 | 36:06 | 36:06 | 36:06 | 02:51 | 02:06 |
 | Divine Rapier | 1 | 2.38% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:06 | 52:06 | 52:06 | 52:06 | 52:06 | 52:06 | 00:00 | 00:00 |