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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 | |
 | Daedalus | 40 | 52.63% | 100.0 | 75.00% | +38.89% | +15.00% | -15.00% | -6.79% | 29:39 | 21:10 | 26:52 | 29:15 | 31:17 | 52:41 | 04:25 | 03:16 |
 | Fluffy Hat | 47 | 61.84% | 97.8 | 72.34% | +41.31% | +10.99% | -22.34% | -3.72% | 27:36 | 15:58 | 22:24 | 26:11 | 31:22 | 59:03 | 08:58 | 06:38 |
 | Force Staff | 47 | 61.84% | 95.6 | 72.34% | +41.31% | +10.99% | -22.34% | -3.88% | 27:46 | 16:23 | 22:47 | 26:12 | 31:22 | 59:04 | 08:35 | 06:21 |
 | Hurricane Pike | 47 | 61.84% | 93.3 | 72.34% | +41.31% | +10.99% | -22.34% | -3.91% | 28:15 | 17:19 | 23:22 | 26:38 | 31:53 | 59:26 | 08:31 | 06:18 |
 | Swift Blink | 23 | 30.26% | 91.1 | 78.26% | +31.09% | +21.74% | -28.26% | -8.40% | 38:31 | 30:07 | 35:16 | 37:17 | 41:13 | 46:56 | 05:57 | 04:24 |
 | Crystalys | 57 | 75.00% | 88.9 | 64.91% | +33.33% | +6.52% | -22.05% | -6.23% | 25:32 | 12:47 | 23:33 | 25:27 | 28:08 | 50:20 | 04:35 | 03:23 |
 | Blink Dagger | 59 | 77.63% | 86.7 | 61.02% | +19.84% | -7.69% | -1.02% | 1.56% | 19:33 | 09:44 | 16:46 | 18:24 | 21:03 | 35:30 | 04:17 | 03:10 |
 | Black King Bar | 64 | 84.21% | 84.4 | 59.38% | +17.71% | +9.37% | -3.13% | -3.11% | 24:38 | 17:12 | 22:01 | 24:15 | 26:02 | 38:11 | 04:01 | 02:58 |
 | Desolator | 72 | 94.74% | 82.2 | 58.33% | +33.33% | +8.34% | -19.44% | -11.91% | 15:46 | 10:06 | 14:17 | 15:34 | 16:37 | 30:12 | 02:20 | 01:43 |
 | Blight Stone | 74 | 97.37% | 80.0 | 58.11% | +58.11% | -10.74% | -2.55% | 1.09% | 08:18 | -01:29 | 04:36 | 06:47 | 12:07 | 20:52 | 07:31 | 05:34 |
 | Dragon Lance | 74 | 97.37% | 77.8 | 58.11% | +58.11% | +5.05% | -8.11% | -9.29% | 11:46 | 08:57 | 10:16 | 10:46 | 11:41 | 30:17 | 01:25 | 01:02 |
 | Power Treads | 76 | 100.00% | 75.6 | 56.58% | +56.58% | +6.58% | -14.47% | -15.99% | 06:25 | 04:33 | 05:44 | 06:12 | 07:03 | 08:53 | 01:19 | 00:58 |
 | Boots of Speed | 76 | 100.00% | 73.3 | 56.58% | +56.58% | +11.84% | -3.95% | -7.29% | 03:09 | -01:29 | 02:05 | 03:03 | 04:15 | 06:37 | 02:10 | 01:36 |
 | Wraith Band | 24 | 31.58% | 71.1 | 66.67% | +14.75% | 0.00% | -16.67% | -12.35% | 02:36 | 00:27 | 01:36 | 02:00 | 02:57 | 07:16 | 01:21 | 01:00 |
 | Magic Stick | 59 | 77.63% | 68.9 | 57.63% | +4.69% | -17.63% | +2.37% | 7.23% | 01:45 | -01:29 | -01:29 | -01:21 | 04:15 | 17:14 | 05:44 | 04:14 |
 | Quelling Blade | 50 | 65.79% | 66.7 | 58.00% | +4.15% | +11.23% | +8.67% | -2.56% | -00:12 | -01:29 | -01:29 | -01:29 | -01:28 | 14:59 | 00:01 | 00:00 |
 | Ring of Basilius | 20 | 26.32% | 64.4 | 65.00% | +11.43% | -5.00% | -45.00% | -20.17% | 06:54 | 02:46 | 05:45 | 06:18 | 07:44 | 13:17 | 01:59 | 01:28 |
 | Magic Wand | 55 | 72.37% | 62.2 | 54.55% | -7.35% | -18.84% | +2.59% | 6.04% | 05:59 | -01:29 | 04:14 | 05:46 | 07:47 | 18:02 | 03:33 | 02:37 |
 | Aghanim's Shard | 39 | 51.32% | 60.0 | 56.41% | -0.35% | +23.59% | -26.41% | -6.17% | 23:07 | 15:01 | 17:08 | 19:03 | 25:14 | 59:29 | 08:06 | 06:00 |
 | Bottle | 18 | 23.68% | 57.8 | 55.56% | -1.34% | +4.44% | -5.56% | -10.00% | 01:47 | 01:09 | 01:25 | 01:37 | 01:43 | 03:48 | 00:18 | 00:13 |
 | Nullifier | 3 | 3.95% | 55.6 | 100.00% | +45.21% | 0.00% | 0.00% | 0.00% | 40:44 | 36:51 | 36:51 | 41:02 | 44:18 | 44:18 | 07:27 | 05:31 |
 | Silver Edge | 9 | 11.84% | 53.3 | 55.56% | -1.16% | +44.44% | -5.56% | 0.00% | 31:04 | 23:08 | 26:53 | 31:08 | 33:26 | 38:19 | 06:33 | 04:51 |
 | Void Stone | 12 | 15.79% | 51.1 | 50.00% | -7.81% | +50.00% | +16.67% | -3.89% | 36:52 | 24:23 | 30:48 | 37:11 | 39:22 | 49:09 | 08:34 | 06:20 |
 | Moon Shard | 4 | 5.26% | 48.9 | 75.00% | +19.44% | +25.00% | +25.00% | 0.00% | 55:42 | 46:13 | 46:13 | 54:19 | 59:21 | 1:02:54 | 13:08 | 09:43 |
 | Helm of Iron Will | 2 | 2.63% | 46.7 | 100.00% | +44.59% | 0.00% | 0.00% | 0.00% | 38:23 | 36:06 | 36:06 | 40:39 | 40:39 | 40:39 | 04:33 | 03:22 |
 | Monkey King Bar | 10 | 13.16% | 44.4 | 50.00% | -7.58% | -16.67% | -50.00% | 0.00% | 39:08 | 33:03 | 34:09 | 39:36 | 42:25 | 48:46 | 08:16 | 06:07 |
 | Shadow Blade | 10 | 13.16% | 42.2 | 50.00% | -7.58% | +16.67% | -50.00% | 0.00% | 32:32 | 22:57 | 29:27 | 30:45 | 33:49 | 48:35 | 04:22 | 03:14 |
 | Ring of Health | 10 | 13.16% | 40.0 | 50.00% | -7.58% | +50.00% | 0.00% | 0.00% | 38:52 | 29:56 | 35:11 | 38:43 | 40:43 | 49:51 | 05:32 | 04:05 |
 | Linken's Sphere | 8 | 10.53% | 37.8 | 50.00% | -7.35% | +50.00% | 0.00% | 0.00% | 36:25 | 30:12 | 31:16 | 36:17 | 39:12 | 40:43 | 07:56 | 05:52 |
 | Javelin | 12 | 15.79% | 35.6 | 41.67% | -17.71% | -8.34% | -41.67% | -3.46% | 37:21 | 15:38 | 32:32 | 33:48 | 42:10 | 53:48 | 09:38 | 07:08 |
 | Refresher Orb | 3 | 3.95% | 33.3 | 66.67% | +10.51% | +33.33% | 0.00% | 0.00% | 44:48 | 35:23 | 35:23 | 49:09 | 49:52 | 49:52 | 14:29 | 10:43 |
 | Aghanim's Scepter | 3 | 3.95% | 31.1 | 66.67% | +10.51% | +33.33% | 0.00% | 0.00% | 43:20 | 32:11 | 32:11 | 38:31 | 59:19 | 59:19 | 27:08 | 20:05 |
 | Scythe of Vyse | 4 | 5.26% | 28.9 | 50.00% | -6.94% | +50.00% | -50.00% | 0.00% | 34:31 | 24:23 | 24:23 | 34:38 | 37:11 | 41:50 | 12:48 | 09:28 |
 | Morbid Mask | 1 | 1.32% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 35:42 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.32% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.32% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.32% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 59:19 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.32% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.32% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 1:04:02 | 00:00 | 00:00 |
 | Satanic | 1 | 1.32% | 13.3 | 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 |
 | Wind Lace | 1 | 1.32% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.32% | 8.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 47:32 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.32% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.32% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Revenant's Brooch | 1 | 1.32% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 00:00 | 00:00 |