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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 | 17 | 60.71% | 100.0 | 64.71% | +28.35% | +10.29% | -14.71% | -6.10% | 27:53 | 21:48 | 25:42 | 26:09 | 29:48 | 45:11 | 04:06 | 03:02 |
 | Helm of Iron Will | 28 | 100.00% | 97.6 | 53.57% | +53.57% | -10.71% | -25.00% | -13.83% | 03:30 | 01:57 | 02:52 | 03:08 | 03:54 | 06:07 | 01:02 | 00:45 |
 | Ring of Protection | 28 | 100.00% | 95.2 | 53.57% | +53.57% | +3.57% | -10.71% | -1.86% | 07:22 | -01:29 | 02:14 | 09:07 | 09:55 | 21:19 | 07:41 | 05:41 |
 | Helm of the Dominator | 28 | 100.00% | 92.9 | 53.57% | +53.57% | +3.57% | -25.00% | -20.17% | 08:31 | 06:46 | 07:44 | 08:26 | 09:09 | 10:20 | 01:25 | 01:02 |
 | Crown | 28 | 100.00% | 90.5 | 53.57% | +53.57% | -10.71% | -10.71% | 0.00% | 05:13 | 01:42 | 04:24 | 05:00 | 05:34 | 08:26 | 01:10 | 00:51 |
 | Buckler | 28 | 100.00% | 88.1 | 53.57% | +53.57% | -10.71% | +32.14% | 22.96% | 12:16 | 02:14 | 09:24 | 10:07 | 11:16 | 44:49 | 01:52 | 01:22 |
 | Quelling Blade | 27 | 96.43% | 85.7 | 51.85% | -48.15% | -8.99% | +19.58% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Vladmir's Offering | 26 | 92.86% | 83.3 | 50.00% | -50.00% | +35.71% | -33.33% | -39.08% | 13:44 | 11:15 | 12:30 | 13:03 | 14:16 | 25:19 | 01:46 | 01:18 |
 | Morbid Mask | 26 | 92.86% | 81.0 | 50.00% | -50.00% | +21.43% | -33.33% | -35.33% | 12:48 | 10:04 | 11:46 | 12:14 | 13:19 | 24:30 | 01:33 | 01:08 |
 | Ring of Basilius | 26 | 92.86% | 78.6 | 50.00% | -50.00% | +7.14% | -16.67% | -12.32% | 09:07 | -01:29 | 09:03 | 09:39 | 10:59 | 14:16 | 01:56 | 01:25 |
 | Drum of Endurance | 19 | 67.86% | 76.2 | 52.63% | -2.93% | +47.37% | +7.37% | -13.41% | 21:29 | 16:30 | 18:09 | 19:49 | 21:08 | 39:18 | 02:59 | 02:12 |
 | Helm of the Overlord | 25 | 89.29% | 73.8 | 48.00% | -52.00% | +52.00% | -48.00% | -49.59% | 16:02 | 13:39 | 15:00 | 16:17 | 17:01 | 17:36 | 02:01 | 01:29 |
 | Wind Lace | 20 | 71.43% | 71.4 | 50.00% | -12.50% | +50.00% | -10.00% | -21.82% | 19:49 | 14:39 | 16:39 | 17:34 | 19:24 | 39:17 | 02:45 | 02:02 |
 | Echo Sabre | 2 | 7.14% | 69.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 15:29 | 14:35 | 14:35 | 16:22 | 16:22 | 16:22 | 01:47 | 01:19 |
 | Power Treads | 2 | 7.14% | 66.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:02 | 10:24 | 10:24 | 11:39 | 11:39 | 11:39 | 01:15 | 00:55 |
 | Soul Ring | 2 | 7.14% | 64.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 10:04 | 08:52 | 08:52 | 11:15 | 11:15 | 11:15 | 02:23 | 01:45 |
 | Aghanim's Scepter | 5 | 17.86% | 61.9 | 60.00% | +7.83% | +40.00% | -60.00% | -17.05% | 31:18 | 24:03 | 24:03 | 28:26 | 29:55 | 46:02 | 05:52 | 04:20 |
 | Aghanim's Shard | 9 | 32.14% | 59.5 | 44.44% | -13.45% | +5.56% | -44.44% | -4.18% | 24:41 | 17:41 | 17:56 | 20:47 | 29:54 | 40:41 | 11:58 | 08:51 |
 | Black King Bar | 9 | 32.14% | 57.1 | 44.44% | -13.45% | +55.56% | -44.44% | -4.59% | 34:11 | 20:41 | 22:02 | 29:00 | 43:49 | 1:06:26 | 21:47 | 16:08 |
 | Orchid Malevolence | 6 | 21.43% | 54.8 | 50.00% | -4.55% | +50.00% | -50.00% | -5.24% | 34:20 | 19:25 | 25:14 | 28:30 | 44:18 | 56:32 | 19:04 | 14:07 |
 | Nullifier | 3 | 10.71% | 52.4 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 39:14 | 35:38 | 35:38 | 39:03 | 43:01 | 43:01 | 07:23 | 05:28 |
 | Sange | 3 | 10.71% | 50.0 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 33:49 | 32:12 | 32:12 | 33:50 | 35:26 | 35:26 | 03:14 | 02:23 |
 | Skull Basher | 3 | 10.71% | 47.6 | 66.67% | +14.67% | +33.33% | 0.00% | 0.00% | 30:44 | 26:53 | 26:53 | 30:45 | 34:34 | 34:34 | 07:41 | 05:41 |
 | Boots of Speed | 7 | 25.00% | 45.2 | 42.86% | -14.28% | +57.14% | -42.86% | -5.52% | 23:27 | 07:49 | 09:23 | 23:47 | 27:29 | 48:07 | 18:06 | 13:24 |
 | Void Stone | 8 | 28.57% | 42.9 | 37.50% | -22.50% | +62.50% | -37.50% | -6.73% | 31:15 | 12:42 | 22:40 | 30:01 | 37:31 | 48:26 | 14:51 | 11:00 |
 | Chainmail | 1 | 3.57% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 |
 | Blade Mail | 1 | 3.57% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 00:00 | 00:00 |
 | Desolator | 2 | 7.14% | 35.7 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 52:50 | 42:30 | 42:30 | 1:03:09 | 1:03:09 | 1:03:09 | 20:39 | 15:17 |
 | Vanguard | 2 | 7.14% | 33.3 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 37:15 | 33:50 | 33:50 | 40:40 | 40:40 | 40:40 | 06:50 | 05:03 |
 | Abyssal Blade | 2 | 7.14% | 31.0 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 37:25 | 34:06 | 34:06 | 40:43 | 40:43 | 40:43 | 06:37 | 04:54 |
 | Heaven's Halberd | 2 | 7.14% | 28.6 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 34:32 | 33:35 | 33:35 | 35:28 | 35:28 | 35:28 | 01:53 | 01:23 |
 | Ring of Health | 2 | 7.14% | 26.2 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 37:14 | 33:47 | 33:47 | 40:40 | 40:40 | 40:40 | 06:53 | 05:05 |
 | Blight Stone | 2 | 7.14% | 23.8 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 52:50 | 42:30 | 42:30 | 1:03:09 | 1:03:09 | 1:03:09 | 20:39 | 15:17 |
 | Boots of Bearing | 3 | 10.71% | 21.4 | 33.33% | -22.67% | +66.67% | 0.00% | 0.00% | 31:34 | 29:02 | 29:02 | 30:50 | 34:49 | 34:49 | 05:47 | 04:17 |
 | Magic Stick | 3 | 10.71% | 19.0 | 33.33% | -22.67% | -33.33% | 0.00% | 0.00% | -01:29 | -01:30 | -01:30 | -01:29 | -01:29 | -01:29 | 00:01 | 00:00 |
 | Tranquil Boots | 3 | 10.71% | 16.7 | 33.33% | -22.67% | +66.67% | 0.00% | 0.00% | 30:27 | 27:30 | 27:30 | 30:50 | 33:02 | 33:02 | 05:32 | 04:05 |
 | Bloodthorn | 2 | 7.14% | 14.3 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 54:19 | 52:05 | 52:05 | 56:32 | 56:32 | 56:32 | 04:27 | 03:17 |
 | Shadow Blade | 1 | 3.57% | 11.9 | 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 |
 | Aghanim's Blessing | 1 | 3.57% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:46 | 1:06:46 | 1:06:46 | 1:06:46 | 1:06:46 | 1:06:46 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 7.14% | 7.1 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 54:15 | 51:59 | 51:59 | 56:31 | 56:31 | 56:31 | 04:32 | 03:21 |
 | Scythe of Vyse | 4 | 14.29% | 4.8 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 38:36 | 30:07 | 30:07 | 37:31 | 38:20 | 48:26 | 08:13 | 06:05 |
 | Blink Dagger | 2 | 7.14% | 2.4 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 51:42 | 50:41 | 50:41 | 52:42 | 52:42 | 52:42 | 02:01 | 01:29 |