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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 | 48 | 63.16% | 100.0 | 64.58% | +14.58% | +18.75% | -14.58% | -8.23% | 27:12 | 21:03 | 24:13 | 26:01 | 28:16 | 45:11 | 04:03 | 03:00 |
 | Buckler | 76 | 100.00% | 97.8 | 59.21% | +59.21% | +3.95% | -6.58% | -7.02% | 10:22 | -01:29 | 09:04 | 09:48 | 10:34 | 44:49 | 01:30 | 01:06 |
 | Helm of Iron Will | 76 | 100.00% | 95.7 | 59.21% | +59.21% | -1.32% | -1.32% | 0.00% | 03:26 | 01:49 | 02:49 | 03:10 | 03:54 | 07:00 | 01:05 | 00:48 |
 | Ring of Protection | 76 | 100.00% | 93.5 | 59.21% | +59.21% | -1.32% | -6.58% | -2.37% | 07:51 | -01:29 | 07:47 | 09:12 | 10:00 | 21:19 | 02:13 | 01:38 |
 | Crown | 76 | 100.00% | 91.3 | 59.21% | +59.21% | -6.58% | -6.58% | 0.00% | 05:06 | 01:42 | 04:20 | 04:51 | 05:36 | 09:36 | 01:16 | 00:56 |
 | Helm of the Dominator | 76 | 100.00% | 89.1 | 59.21% | +59.21% | +3.95% | -17.10% | -15.40% | 08:24 | 06:46 | 07:36 | 08:17 | 08:58 | 14:11 | 01:22 | 01:00 |
 | Morbid Mask | 74 | 97.37% | 87.0 | 58.11% | -41.89% | +26.10% | -19.22% | -24.50% | 12:10 | 07:04 | 11:10 | 11:58 | 13:01 | 24:30 | 01:51 | 01:22 |
 | Ring of Basilius | 74 | 97.37% | 84.8 | 58.11% | -41.89% | +10.31% | -24.78% | -25.68% | 08:46 | -01:29 | 08:47 | 09:28 | 10:09 | 14:16 | 01:22 | 01:00 |
 | Vladmir's Offering | 74 | 97.37% | 82.6 | 58.11% | -41.89% | +26.10% | -24.78% | -31.47% | 13:12 | 08:29 | 12:16 | 13:03 | 13:53 | 25:19 | 01:37 | 01:11 |
 | Helm of the Overlord | 73 | 96.05% | 80.4 | 57.53% | -42.47% | +31.36% | -24.20% | -29.76% | 15:39 | 11:56 | 14:42 | 15:33 | 16:34 | 18:28 | 01:52 | 01:22 |
 | Quelling Blade | 73 | 96.05% | 78.3 | 57.53% | -42.47% | -1.97% | -1.97% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:02 | 00:00 | 00:00 |
 | Drum of Endurance | 51 | 67.11% | 76.1 | 56.86% | -7.14% | +27.76% | -18.40% | -21.98% | 19:52 | 14:13 | 17:59 | 18:57 | 20:05 | 39:18 | 02:06 | 01:33 |
 | Wind Lace | 55 | 72.37% | 73.9 | 54.55% | -16.88% | +31.16% | -4.55% | -15.87% | 18:14 | 12:32 | 16:09 | 16:55 | 18:24 | 39:17 | 02:15 | 01:40 |
 | Boots of Speed | 21 | 27.63% | 71.7 | 57.14% | -2.86% | +2.86% | +2.86% | 0.00% | 24:46 | -01:29 | 14:31 | 23:47 | 32:52 | 59:23 | 18:21 | 13:35 |
 | Black King Bar | 28 | 36.84% | 69.6 | 53.57% | -8.93% | +17.86% | -25.00% | -4.74% | 31:21 | 20:41 | 24:44 | 29:27 | 33:47 | 1:06:26 | 09:03 | 06:42 |
 | Power Treads | 3 | 3.95% | 67.4 | 100.00% | +42.47% | 0.00% | 0.00% | 0.00% | 13:20 | 10:24 | 10:24 | 11:39 | 17:58 | 17:58 | 07:34 | 05:36 |
 | Aghanim's Scepter | 11 | 14.47% | 65.2 | 54.55% | -5.45% | +12.12% | -21.22% | -13.52% | 32:56 | 24:03 | 27:27 | 28:26 | 29:55 | 60:44 | 02:28 | 01:49 |
 | Tranquil Boots | 12 | 15.79% | 63.0 | 50.00% | -10.94% | +16.67% | +16.67% | 0.00% | 32:41 | 27:30 | 28:45 | 31:52 | 35:35 | 38:33 | 06:50 | 05:03 |
 | Boots of Bearing | 12 | 15.79% | 60.9 | 50.00% | -10.94% | +16.67% | +16.67% | 0.00% | 33:56 | 28:45 | 30:50 | 34:49 | 36:00 | 38:50 | 05:10 | 03:49 |
 | Aghanim's Shard | 22 | 28.95% | 58.7 | 40.91% | -25.76% | +25.76% | -40.91% | -6.97% | 24:54 | 16:28 | 20:20 | 21:15 | 29:54 | 40:41 | 09:34 | 07:05 |
 | Echo Sabre | 2 | 2.63% | 56.5 | 100.00% | +41.89% | 0.00% | 0.00% | 0.00% | 15:29 | 14:35 | 14:35 | 16:22 | 16:22 | 16:22 | 01:47 | 01:19 |
 | Soul Ring | 2 | 2.63% | 54.3 | 100.00% | +41.89% | 0.00% | 0.00% | 0.00% | 10:04 | 08:52 | 08:52 | 11:15 | 11:15 | 11:15 | 02:23 | 01:45 |
 | Magic Stick | 7 | 9.21% | 52.2 | 57.14% | -2.28% | -57.14% | -7.14% | 0.00% | 00:04 | -01:30 | -01:30 | -01:29 | -01:29 | 09:22 | 00:01 | 00:00 |
 | Nullifier | 7 | 9.21% | 50.0 | 57.14% | -2.28% | +42.86% | -57.14% | 0.00% | 38:03 | 28:57 | 35:38 | 39:03 | 41:31 | 43:01 | 05:53 | 04:21 |
 | Skull Basher | 7 | 9.21% | 47.8 | 57.14% | -2.28% | +42.86% | -7.14% | 0.00% | 32:54 | 26:53 | 27:13 | 32:03 | 34:34 | 43:02 | 07:21 | 05:26 |
 | Void Stone | 17 | 22.37% | 45.7 | 41.18% | -23.23% | +8.82% | -16.18% | -1.28% | 36:08 | 12:42 | 28:26 | 35:12 | 48:00 | 56:39 | 19:34 | 14:29 |
 | Orchid Malevolence | 10 | 13.16% | 43.5 | 40.00% | -22.12% | +26.67% | -40.00% | -3.42% | 36:52 | 19:25 | 28:30 | 32:00 | 48:00 | 56:32 | 19:30 | 14:26 |
 | Sange | 3 | 3.95% | 41.3 | 66.67% | +7.77% | +33.33% | 0.00% | 0.00% | 33:49 | 32:12 | 32:12 | 33:50 | 35:26 | 35:26 | 03:14 | 02:23 |
 | Blight Stone | 3 | 3.95% | 39.1 | 66.67% | +7.77% | +33.33% | 0.00% | 0.00% | 50:33 | 42:30 | 42:30 | 46:01 | 1:03:09 | 1:03:09 | 20:39 | 15:17 |
 | Desolator | 3 | 3.95% | 37.0 | 66.67% | +7.77% | +33.33% | 0.00% | 0.00% | 50:33 | 42:30 | 42:30 | 46:01 | 1:03:09 | 1:03:09 | 20:39 | 15:17 |
 | Scythe of Vyse | 8 | 10.53% | 34.8 | 37.50% | -24.26% | +12.50% | +12.50% | 0.00% | 41:12 | 30:07 | 34:36 | 37:31 | 48:20 | 56:39 | 13:44 | 10:10 |
 | Chainmail | 2 | 2.63% | 32.6 | 50.00% | -9.46% | +50.00% | 0.00% | 0.00% | 35:48 | 18:50 | 18:50 | 52:45 | 52:45 | 52:45 | 33:55 | 25:07 |
 | Heaven's Halberd | 2 | 2.63% | 30.4 | 50.00% | -9.46% | +50.00% | 0.00% | 0.00% | 34:32 | 33:35 | 33:35 | 35:28 | 35:28 | 35:28 | 01:53 | 01:23 |
 | Magic Wand | 2 | 2.63% | 28.3 | 50.00% | -9.46% | +50.00% | 0.00% | 0.00% | 03:39 | -01:29 | -01:29 | 08:47 | 08:47 | 08:47 | 10:16 | 07:36 |
 | Blade Mail | 2 | 2.63% | 26.1 | 50.00% | -9.46% | +50.00% | 0.00% | 0.00% | 36:09 | 19:33 | 19:33 | 52:45 | 52:45 | 52:45 | 33:12 | 24:35 |
 | Ring of Health | 3 | 3.95% | 23.9 | 33.33% | -26.94% | -33.33% | 0.00% | 0.00% | 37:59 | 33:47 | 33:47 | 39:30 | 40:40 | 40:40 | 06:53 | 05:05 |
 | Abyssal Blade | 3 | 3.95% | 21.7 | 33.33% | -26.94% | -33.33% | 0.00% | 0.00% | 38:06 | 34:06 | 34:06 | 39:30 | 40:43 | 40:43 | 06:37 | 04:54 |
 | Vanguard | 3 | 3.95% | 19.6 | 33.33% | -26.94% | -33.33% | 0.00% | 0.00% | 38:00 | 33:50 | 33:50 | 39:30 | 40:40 | 40:40 | 06:50 | 05:03 |
 | Mage Slayer | 3 | 3.95% | 17.4 | 0.00% | -61.64% | 0.00% | 0.00% | 0.00% | 52:57 | 50:20 | 50:20 | 51:59 | 56:31 | 56:31 | 06:11 | 04:34 |
 | Aghanim's Blessing | 2 | 2.63% | 15.2 | 0.00% | -60.81% | 0.00% | 0.00% | 0.00% | 1:03:45 | 60:44 | 60:44 | 1:06:46 | 1:06:46 | 1:06:46 | 06:02 | 04:28 |
 | Blink Dagger | 2 | 2.63% | 13.0 | 0.00% | -60.81% | 0.00% | 0.00% | 0.00% | 51:42 | 50:41 | 50:41 | 52:42 | 52:42 | 52:42 | 02:01 | 01:29 |
 | Bloodthorn | 3 | 3.95% | 10.9 | 0.00% | -61.64% | 0.00% | 0.00% | 0.00% | 53:08 | 50:46 | 50:46 | 52:05 | 56:32 | 56:32 | 05:46 | 04:16 |
 | Shadow Blade | 1 | 1.32% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:23 | 54:23 | 54:23 | 54:23 | 54:23 | 54:23 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.32% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:12 | 49:12 | 49:12 | 49:12 | 49:12 | 49:12 | 00:00 | 00:00 |
 | Javelin | 1 | 1.32% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.32% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 00:00 | 00:00 |