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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 | |
 | Aghanim's Shard | 14 | 41.18% | 100.0 | 71.43% | +41.43% | +3.57% | +28.57% | 2.76% | 24:18 | 15:45 | 18:37 | 20:36 | 27:41 | 47:07 | 09:04 | 06:42 |
 | Magic Wand | 27 | 79.41% | 97.3 | 51.85% | +23.28% | +33.86% | -8.99% | -10.16% | 12:26 | 06:44 | 09:57 | 11:21 | 14:10 | 23:17 | 04:13 | 03:07 |
 | Magic Stick | 33 | 97.06% | 94.6 | 48.48% | +48.48% | +1.52% | +26.52% | 4.44% | 04:17 | -01:29 | 01:45 | 03:19 | 07:23 | 11:17 | 05:38 | 04:10 |
 | Wind Lace | 34 | 100.00% | 91.9 | 47.06% | +47.06% | +30.72% | -9.56% | -8.60% | 03:51 | -01:29 | -01:29 | 03:38 | 06:10 | 27:47 | 07:39 | 05:40 |
 | Boots of Speed | 34 | 100.00% | 89.2 | 47.06% | +47.06% | -24.84% | +2.94% | 4.64% | 05:33 | -01:30 | 01:57 | 06:21 | 07:56 | 17:35 | 05:59 | 04:25 |
 | Tranquil Boots | 33 | 97.06% | 86.5 | 45.45% | -54.55% | -45.45% | +17.05% | 10.93% | 09:57 | 03:00 | 06:25 | 09:33 | 12:08 | 22:19 | 05:43 | 04:14 |
 | Sange | 4 | 11.76% | 83.8 | 75.00% | +31.67% | +25.00% | +25.00% | 0.00% | 24:13 | 19:18 | 19:18 | 24:36 | 25:23 | 27:36 | 06:05 | 04:30 |
 | Heaven's Halberd | 4 | 11.76% | 81.1 | 75.00% | +31.67% | +25.00% | -75.00% | -15.08% | 32:03 | 26:58 | 26:58 | 30:05 | 33:36 | 37:33 | 06:38 | 04:54 |
 | Fluffy Hat | 15 | 44.12% | 78.4 | 46.67% | -0.70% | -21.67% | -21.67% | 0.00% | 21:25 | 12:19 | 14:38 | 16:10 | 23:40 | 51:38 | 09:02 | 06:41 |
 | Force Staff | 10 | 29.41% | 75.7 | 50.00% | +4.17% | +16.67% | -50.00% | -7.65% | 30:41 | 22:43 | 23:45 | 28:20 | 32:28 | 51:38 | 08:43 | 06:27 |
 | Ring of Protection | 11 | 32.35% | 73.0 | 45.45% | -2.38% | -12.12% | -45.45% | -3.16% | 07:14 | -01:29 | -01:18 | 09:18 | 11:51 | 14:33 | 13:09 | 09:44 |
 | Urn of Shadows | 9 | 26.47% | 70.3 | 44.44% | -3.56% | +5.56% | +5.56% | 0.00% | 12:18 | 03:52 | 10:28 | 12:42 | 14:34 | 18:43 | 04:06 | 03:02 |
 | Void Stone | 6 | 17.65% | 67.6 | 50.00% | +3.57% | 0.00% | +50.00% | 2.87% | 30:43 | 13:13 | 25:40 | 26:17 | 43:06 | 45:44 | 17:26 | 12:54 |
 | Drum of Endurance | 6 | 17.65% | 64.9 | 50.00% | +3.57% | +50.00% | +50.00% | 0.00% | 16:39 | 14:30 | 15:06 | 15:44 | 18:36 | 19:00 | 03:30 | 02:35 |
 | Eul's Scepter of Divinity | 3 | 8.82% | 62.2 | 66.67% | +21.51% | -66.67% | 0.00% | 0.00% | 32:30 | 21:18 | 21:18 | 30:28 | 45:44 | 45:44 | 24:26 | 18:05 |
 | Crown | 3 | 8.82% | 59.5 | 66.67% | +21.51% | +33.33% | 0.00% | 0.00% | 27:35 | 22:44 | 22:44 | 23:33 | 36:28 | 36:28 | 13:44 | 10:10 |
 | Quelling Blade | 3 | 8.82% | 56.8 | 66.67% | +21.51% | -66.67% | 0.00% | 0.00% | 08:34 | 00:14 | 00:14 | 08:26 | 17:03 | 17:03 | 16:49 | 12:27 |
 | Ghost Scepter | 4 | 11.76% | 54.1 | 50.00% | +3.33% | +50.00% | -50.00% | -31.25% | 35:11 | 30:01 | 30:01 | 30:10 | 33:13 | 47:20 | 03:12 | 02:22 |
 | Veil of Discord | 1 | 2.94% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.94% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.94% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.94% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.94% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.94% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 23:33 | 00:00 | 00:00 |
 | Bracer | 5 | 14.71% | 35.1 | 40.00% | -8.28% | -40.00% | +60.00% | 23.08% | 14:37 | 12:09 | 12:09 | 14:38 | 16:29 | 17:08 | 04:20 | 03:12 |
 | Soul Ring | 2 | 5.88% | 32.4 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 13:06 | 09:56 | 09:56 | 16:16 | 16:16 | 16:16 | 06:20 | 04:41 |
 | Black King Bar | 2 | 5.88% | 29.7 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 45:10 | 41:50 | 41:50 | 48:29 | 48:29 | 48:29 | 06:39 | 04:55 |
 | Lotus Orb | 2 | 5.88% | 27.0 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 31:25 | 28:30 | 28:30 | 34:20 | 34:20 | 34:20 | 05:50 | 04:19 |
 | Spirit Vessel | 2 | 5.88% | 24.3 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 24:00 | 22:45 | 22:45 | 25:14 | 25:14 | 25:14 | 02:29 | 01:50 |
 | Ring of Health | 4 | 11.76% | 21.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 29:54 | 22:33 | 22:33 | 25:42 | 28:17 | 43:05 | 05:44 | 04:14 |
 | Aghanim's Scepter | 4 | 11.76% | 18.9 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 42:51 | 31:46 | 31:46 | 34:31 | 35:20 | 1:09:47 | 03:34 | 02:38 |
 | Chainmail | 3 | 8.82% | 16.2 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 24:32 | 18:48 | 18:48 | 21:11 | 33:37 | 33:37 | 14:49 | 10:58 |
 | Blight Stone | 3 | 8.82% | 13.5 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 24:24 | 17:45 | 17:45 | 21:50 | 33:37 | 33:37 | 15:52 | 11:45 |
 | Solar Crest | 1 | 2.94% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 8.82% | 8.1 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 25:33 | 21:11 | 21:11 | 21:50 | 33:37 | 33:37 | 12:26 | 09:12 |
 | Linken's Sphere | 1 | 2.94% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.94% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 |