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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 | |
 | Assault Cuirass | 18 | 42.86% | 100.0 | 72.22% | +34.72% | +7.78% | -22.22% | -4.40% | 27:04 | 21:29 | 23:25 | 26:00 | 30:14 | 35:33 | 06:49 | 05:02 |
 | Ring of Protection | 22 | 52.38% | 97.6 | 68.18% | +33.18% | -1.51% | +11.82% | 1.90% | 24:44 | 08:04 | 21:08 | 25:03 | 28:10 | 35:16 | 07:02 | 05:12 |
 | Buckler | 21 | 50.00% | 95.1 | 66.67% | +28.57% | -6.67% | +13.33% | 2.84% | 25:32 | 16:59 | 21:08 | 26:23 | 28:10 | 35:16 | 07:02 | 05:12 |
 | Bracer | 37 | 88.10% | 92.7 | 56.76% | +36.76% | -1.20% | -12.32% | -5.47% | 02:56 | 01:09 | 01:42 | 02:00 | 03:44 | 10:16 | 02:02 | 01:30 |
 | Phase Boots | 41 | 97.62% | 90.2 | 53.66% | +53.66% | -3.66% | -33.66% | -27.69% | 07:30 | 05:23 | 06:49 | 07:24 | 07:54 | 11:28 | 01:05 | 00:48 |
 | Chainmail | 41 | 97.62% | 87.8 | 53.66% | +53.66% | -3.66% | -13.66% | -10.00% | 06:47 | 03:32 | 06:08 | 06:37 | 07:05 | 11:02 | 00:57 | 00:42 |
 | Quelling Blade | 42 | 100.00% | 85.4 | 52.38% | +52.38% | +2.17% | -32.38% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 42 | 100.00% | 82.9 | 52.38% | +52.38% | -16.02% | -12.38% | 2.32% | 04:52 | 02:01 | 04:02 | 05:05 | 05:36 | 07:07 | 01:34 | 01:09 |
 | Black King Bar | 40 | 95.24% | 80.5 | 52.50% | +2.50% | +7.50% | -12.50% | -4.40% | 17:53 | 12:22 | 15:11 | 16:57 | 19:44 | 25:13 | 04:33 | 03:22 |
 | Void Stone | 18 | 42.86% | 78.0 | 61.11% | +15.28% | -1.11% | +38.89% | 2.82% | 19:37 | 10:23 | 13:06 | 15:25 | 27:17 | 34:20 | 14:11 | 10:30 |
 | Bottle | 18 | 42.86% | 75.6 | 61.11% | +15.28% | +18.89% | -11.11% | -30.00% | 02:09 | 01:17 | 01:41 | 01:55 | 02:25 | 03:40 | 00:44 | 00:32 |
 | Scythe of Vyse | 10 | 23.81% | 73.2 | 70.00% | +23.12% | -3.33% | -20.00% | -3.41% | 31:39 | 27:28 | 29:19 | 30:49 | 34:12 | 34:59 | 04:53 | 03:37 |
 | Crystalys | 12 | 28.57% | 70.7 | 66.67% | +20.00% | 0.00% | 0.00% | 0.00% | 25:46 | 16:14 | 19:06 | 21:59 | 28:28 | 44:26 | 09:22 | 06:56 |
 | Shadow Blade | 13 | 30.95% | 68.3 | 61.54% | +13.26% | +5.13% | +5.13% | 0.00% | 24:11 | 13:06 | 19:15 | 22:20 | 28:03 | 42:00 | 08:48 | 06:31 |
 | Silver Edge | 11 | 26.19% | 65.9 | 63.64% | +15.25% | +3.03% | +3.03% | 0.00% | 26:52 | 18:47 | 21:46 | 23:47 | 28:28 | 44:40 | 06:42 | 04:57 |
 | Orchid Malevolence | 14 | 33.33% | 63.4 | 50.00% | -3.57% | 0.00% | -16.67% | -5.16% | 16:21 | 11:40 | 13:06 | 13:44 | 16:20 | 27:52 | 03:14 | 02:23 |
 | Magic Stick | 23 | 54.76% | 61.0 | 43.48% | -19.68% | +6.52% | -10.15% | -3.33% | 04:39 | -01:29 | 02:22 | 04:14 | 07:22 | 10:14 | 05:00 | 03:42 |
 | Magic Wand | 21 | 50.00% | 58.5 | 42.86% | -19.04% | -2.86% | -22.86% | -5.17% | 06:36 | -01:29 | 04:37 | 07:42 | 08:29 | 10:40 | 03:52 | 02:51 |
 | Ring of Health | 4 | 9.52% | 56.1 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 46:23 | 26:34 | 26:34 | 39:59 | 48:00 | 1:10:59 | 21:26 | 15:52 |
 | Morbid Mask | 4 | 9.52% | 53.7 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 39:35 | 28:04 | 28:04 | 37:48 | 44:16 | 48:12 | 16:12 | 12:00 |
 | Satanic | 3 | 7.14% | 51.2 | 66.67% | +15.39% | +33.33% | 0.00% | 0.00% | 37:19 | 28:25 | 28:25 | 38:46 | 44:46 | 44:46 | 16:21 | 12:06 |
 | Blink Dagger | 3 | 7.14% | 48.8 | 66.67% | +15.39% | +33.33% | 0.00% | 0.00% | 31:45 | 21:05 | 21:05 | 36:09 | 38:00 | 38:00 | 16:55 | 12:31 |
 | Refresher Orb | 3 | 7.14% | 46.3 | 66.67% | +15.39% | +33.33% | 0.00% | 0.00% | 53:00 | 40:00 | 40:00 | 48:00 | 1:10:59 | 1:10:59 | 30:59 | 22:57 |
 | Heart of Tarrasque | 1 | 2.38% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.38% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.38% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.38% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.38% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.38% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Force Staff | 1 | 2.38% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Heaven's Halberd | 7 | 16.67% | 26.8 | 28.57% | -28.57% | +21.43% | -28.57% | 0.00% | 23:13 | 13:43 | 16:39 | 24:51 | 25:47 | 33:43 | 09:08 | 06:45 |
 | Sange | 7 | 16.67% | 24.4 | 28.57% | -28.57% | +21.43% | -28.57% | 0.00% | 21:06 | 10:22 | 13:52 | 22:09 | 24:15 | 33:12 | 10:23 | 07:41 |
 | Bloodthorn | 2 | 4.76% | 22.0 | 50.00% | -2.50% | +50.00% | 0.00% | 0.00% | 55:21 | 43:43 | 43:43 | 1:06:58 | 1:06:58 | 1:06:58 | 23:15 | 17:13 |
 | Mage Slayer | 2 | 4.76% | 19.5 | 50.00% | -2.50% | +50.00% | 0.00% | 0.00% | 55:04 | 43:30 | 43:30 | 1:06:37 | 1:06:37 | 1:06:37 | 23:07 | 17:07 |
 | Aghanim's Shard | 11 | 26.19% | 17.1 | 18.18% | -46.34% | +15.15% | +15.15% | 0.00% | 30:01 | 19:37 | 22:49 | 27:33 | 30:43 | 50:33 | 07:54 | 05:51 |
 | Armlet of Mordiggian | 5 | 11.90% | 14.6 | 20.00% | -36.76% | -20.00% | -20.00% | 0.00% | 09:25 | 06:16 | 06:16 | 09:30 | 10:45 | 11:25 | 04:29 | 03:19 |
 | Helm of Iron Will | 5 | 11.90% | 12.2 | 20.00% | -36.76% | -20.00% | -20.00% | 0.00% | 05:26 | 02:10 | 02:10 | 06:23 | 06:49 | 08:46 | 04:39 | 03:26 |
 | Aghanim's Scepter | 5 | 11.90% | 9.8 | 20.00% | -36.76% | -20.00% | -20.00% | 0.00% | 33:17 | 24:04 | 24:04 | 26:28 | 39:10 | 50:42 | 15:06 | 11:11 |
 | Wind Lace | 1 | 2.38% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Radiance | 1 | 2.38% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.38% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:19 | 1:03:19 | 1:03:19 | 1:03:19 | 1:03:19 | 1:03:19 | 00:00 | 00:00 |