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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 | 29 | 51.79% | 100.0 | 58.62% | +25.29% | -1.48% | -1.48% | 0.00% | 29:11 | 22:14 | 24:16 | 28:26 | 30:45 | 43:42 | 06:29 | 04:48 |
 | Ring of Protection | 29 | 51.79% | 97.8 | 58.62% | +25.29% | +27.09% | -15.76% | -5.48% | 26:39 | 19:38 | 21:27 | 26:06 | 29:16 | 39:29 | 07:49 | 05:47 |
 | Buckler | 29 | 51.79% | 95.6 | 58.62% | +25.29% | +27.09% | -1.48% | -3.41% | 26:46 | 19:50 | 21:27 | 26:06 | 29:49 | 39:29 | 08:22 | 06:11 |
 | Aghanim's Shard | 34 | 60.71% | 93.3 | 55.88% | +24.06% | -0.32% | +6.62% | 0.68% | 22:30 | 15:00 | 16:43 | 19:46 | 26:57 | 37:00 | 10:14 | 07:34 |
 | Bottle | 33 | 58.93% | 91.1 | 54.55% | +19.77% | +7.95% | +7.95% | 0.00% | 02:24 | 01:11 | 01:36 | 02:00 | 02:21 | 08:00 | 00:45 | 00:33 |
 | Quelling Blade | 56 | 100.00% | 88.9 | 46.43% | +46.43% | +17.86% | -17.86% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 56 | 100.00% | 86.7 | 46.43% | +46.43% | -3.57% | -3.57% | 0.00% | 04:34 | 01:08 | 03:52 | 04:34 | 05:28 | 07:04 | 01:36 | 01:11 |
 | Bracer | 40 | 71.43% | 84.4 | 47.50% | +3.75% | -7.50% | +2.50% | 5.94% | 02:43 | 01:00 | 01:32 | 02:00 | 03:13 | 11:10 | 01:41 | 01:14 |
 | Crystalys | 11 | 19.64% | 82.2 | 63.64% | +21.42% | +36.36% | +3.03% | -4.12% | 29:04 | 16:34 | 23:36 | 31:05 | 31:41 | 39:53 | 08:05 | 05:59 |
 | Black King Bar | 54 | 96.43% | 80.0 | 44.44% | -55.56% | +12.70% | +9.41% | -0.86% | 17:28 | 12:25 | 15:25 | 16:08 | 19:15 | 27:33 | 03:50 | 02:50 |
 | Phase Boots | 54 | 96.43% | 77.8 | 44.44% | -55.56% | -15.87% | +17.10% | 21.50% | 07:21 | 04:25 | 06:32 | 07:08 | 08:04 | 10:57 | 01:32 | 01:08 |
 | Chainmail | 54 | 96.43% | 75.6 | 44.44% | -55.56% | -1.58% | +9.41% | 9.16% | 06:47 | 03:43 | 06:07 | 06:38 | 07:19 | 10:35 | 01:12 | 00:53 |
 | Helm of Iron Will | 7 | 12.50% | 73.3 | 71.43% | +28.57% | +28.57% | -21.43% | -10.53% | 17:20 | 04:35 | 05:44 | 07:45 | 10:29 | 45:27 | 04:45 | 03:31 |
 | Armlet of Mordiggian | 5 | 8.93% | 71.1 | 80.00% | +36.86% | +20.00% | +20.00% | 0.00% | 09:31 | 08:10 | 08:10 | 08:58 | 09:47 | 11:50 | 01:37 | 01:11 |
 | Magic Stick | 46 | 82.14% | 68.9 | 43.48% | -16.52% | -10.15% | +11.07% | 5.22% | 05:59 | -01:29 | 03:34 | 06:41 | 07:38 | 17:37 | 04:04 | 03:00 |
 | Aghanim's Scepter | 8 | 14.29% | 66.7 | 62.50% | +18.75% | -62.50% | +37.50% | 15.00% | 33:47 | 26:00 | 27:46 | 31:24 | 34:26 | 47:00 | 06:40 | 04:56 |
 | Magic Wand | 43 | 76.79% | 64.4 | 39.53% | -29.70% | -12.26% | +24.11% | 14.45% | 07:56 | 02:41 | 06:20 | 07:53 | 08:51 | 17:37 | 02:31 | 01:51 |
 | Sange | 6 | 10.71% | 62.2 | 66.67% | +22.67% | +33.33% | +33.33% | 0.00% | 24:51 | 19:40 | 20:48 | 21:33 | 28:55 | 31:46 | 08:07 | 06:00 |
 | Silver Edge | 6 | 10.71% | 60.0 | 66.67% | +22.67% | +33.33% | -66.67% | 0.00% | 30:26 | 17:41 | 26:22 | 32:03 | 34:42 | 38:04 | 08:20 | 06:10 |
 | Heaven's Halberd | 6 | 10.71% | 57.8 | 66.67% | +22.67% | +33.33% | +33.33% | 0.00% | 27:11 | 21:42 | 22:48 | 24:05 | 31:35 | 32:35 | 08:47 | 06:30 |
 | Shadow Blade | 9 | 16.07% | 55.6 | 55.56% | +10.88% | +44.44% | -55.56% | -6.19% | 30:43 | 13:53 | 21:07 | 31:20 | 37:16 | 53:43 | 16:09 | 11:57 |
 | Blade Mail | 12 | 21.43% | 53.3 | 50.00% | +4.55% | -50.00% | +50.00% | 44.78% | 12:27 | 10:31 | 10:52 | 12:25 | 13:06 | 15:09 | 02:14 | 01:39 |
 | Refresher Orb | 4 | 7.14% | 51.1 | 75.00% | +30.77% | -75.00% | +25.00% | 0.00% | 47:26 | 39:02 | 39:02 | 47:42 | 48:42 | 54:17 | 09:40 | 07:09 |
 | Shiva's Guard | 4 | 7.14% | 48.9 | 75.00% | +30.77% | +25.00% | -75.00% | 0.00% | 28:11 | 24:08 | 24:08 | 26:22 | 28:05 | 34:09 | 03:57 | 02:55 |
 | Moon Shard | 2 | 3.57% | 46.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 47:35 | 27:23 | 27:23 | 1:07:46 | 1:07:46 | 1:07:46 | 40:23 | 29:54 |
 | Boots of Travel | 2 | 3.57% | 44.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 27:53 | 19:46 | 19:46 | 36:00 | 36:00 | 36:00 | 16:14 | 12:01 |
 | Void Stone | 17 | 30.36% | 42.2 | 41.18% | -7.54% | -16.18% | +33.82% | 3.92% | 32:17 | 13:32 | 23:15 | 33:32 | 36:00 | 53:51 | 12:45 | 09:26 |
 | Ring of Health | 6 | 10.71% | 40.0 | 50.00% | +4.00% | -50.00% | -50.00% | 0.00% | 42:37 | 26:33 | 34:48 | 47:00 | 48:22 | 51:51 | 13:34 | 10:02 |
 | Scythe of Vyse | 10 | 17.86% | 37.8 | 40.00% | -7.83% | -40.00% | +10.00% | 5.74% | 39:21 | 25:57 | 33:37 | 35:29 | 42:20 | 1:11:10 | 08:43 | 06:27 |
 | Heart of Tarrasque | 1 | 1.79% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.79% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 00:00 | 00:00 |
 | Orchid Malevolence | 5 | 8.93% | 31.1 | 40.00% | -7.06% | +60.00% | +60.00% | 0.00% | 22:15 | 13:52 | 13:52 | 22:05 | 27:01 | 27:15 | 13:09 | 09:44 |
 | Blink Dagger | 5 | 8.93% | 28.9 | 40.00% | -7.06% | -40.00% | -40.00% | 0.00% | 35:34 | 26:42 | 26:42 | 34:38 | 35:01 | 53:13 | 08:19 | 06:09 |
 | Skull Basher | 2 | 3.57% | 26.7 | 50.00% | +3.70% | -50.00% | 0.00% | 0.00% | 40:04 | 34:26 | 34:26 | 45:41 | 45:41 | 45:41 | 11:15 | 08:20 |
 | Vanguard | 2 | 3.57% | 24.4 | 50.00% | +3.70% | +50.00% | 0.00% | 0.00% | 49:26 | 47:01 | 47:01 | 51:51 | 51:51 | 51:51 | 04:50 | 03:34 |
 | Satanic | 2 | 3.57% | 22.2 | 50.00% | +3.70% | -50.00% | 0.00% | 0.00% | 35:49 | 31:35 | 31:35 | 40:03 | 40:03 | 40:03 | 08:28 | 06:16 |
 | Abyssal Blade | 2 | 3.57% | 20.0 | 50.00% | +3.70% | +50.00% | 0.00% | 0.00% | 50:04 | 47:53 | 47:53 | 52:15 | 52:15 | 52:15 | 04:22 | 03:14 |
 | Nullifier | 2 | 3.57% | 17.8 | 50.00% | +3.70% | -50.00% | 0.00% | 0.00% | 46:48 | 46:21 | 46:21 | 47:15 | 47:15 | 47:15 | 00:54 | 00:40 |
 | Morbid Mask | 2 | 3.57% | 15.6 | 50.00% | +3.70% | -50.00% | 0.00% | 0.00% | 32:50 | 25:36 | 25:36 | 40:03 | 40:03 | 40:03 | 14:27 | 10:42 |
 | Bloodthorn | 2 | 3.57% | 13.3 | 50.00% | +3.70% | -50.00% | 0.00% | 0.00% | 34:23 | 28:07 | 28:07 | 40:39 | 40:39 | 40:39 | 12:32 | 09:17 |
 | Mage Slayer | 2 | 3.57% | 11.1 | 50.00% | +3.70% | -50.00% | 0.00% | 0.00% | 34:02 | 27:25 | 27:25 | 40:39 | 40:39 | 40:39 | 13:14 | 09:48 |
 | Wind Lace | 4 | 7.14% | 8.9 | 25.00% | -23.08% | -25.00% | -25.00% | 0.00% | 07:08 | 03:21 | 03:21 | 03:38 | 08:23 | 13:09 | 05:02 | 03:43 |
 | Divine Rapier | 1 | 1.79% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.79% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.79% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 00:00 | 00:00 |