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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 | |
 | Aeon Disk | 9 | 5.63% | 100.0 | 88.89% | +52.47% | +11.11% | +11.11% | 0.00% | 42:31 | 32:48 | 36:03 | 39:40 | 48:07 | 54:59 | 12:04 | 08:56 |
 | Boots of Travel | 5 | 3.13% | 97.9 | 100.00% | +62.58% | 0.00% | 0.00% | 0.00% | 45:40 | 40:36 | 40:36 | 46:47 | 47:17 | 48:15 | 06:41 | 04:57 |
 | Aether Lens | 59 | 36.88% | 95.7 | 54.24% | +23.55% | -0.91% | -7.57% | -0.53% | 29:18 | 14:26 | 22:41 | 28:52 | 35:22 | 51:50 | 12:41 | 09:23 |
 | Glimmer Cape | 25 | 15.63% | 93.6 | 60.00% | +24.44% | -10.00% | +6.67% | 2.10% | 30:30 | 19:31 | 24:49 | 29:46 | 32:45 | 1:01:04 | 07:56 | 05:52 |
 | Void Stone | 70 | 43.75% | 91.5 | 50.00% | +18.89% | -5.56% | -2.94% | 0.24% | 27:51 | 14:21 | 22:28 | 27:17 | 33:36 | 44:59 | 11:08 | 08:14 |
 | Blight Stone | 99 | 61.88% | 89.4 | 47.47% | +21.24% | -7.47% | +4.53% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -00:39 | 00:00 | 00:00 |
 | Blink Dagger | 83 | 51.88% | 87.2 | 48.19% | +18.32% | +4.19% | -0.57% | -0.67% | 25:57 | 14:30 | 21:30 | 24:42 | 28:39 | 44:19 | 07:09 | 05:17 |
 | Scythe of Vyse | 4 | 2.50% | 85.1 | 100.00% | +62.18% | 0.00% | 0.00% | 0.00% | 52:30 | 44:23 | 44:23 | 44:59 | 57:10 | 1:03:28 | 12:47 | 09:28 |
 | Aghanim's Shard | 96 | 60.00% | 83.0 | 45.83% | +16.14% | +4.17% | -4.16% | -0.98% | 23:34 | 15:00 | 17:40 | 20:19 | 26:09 | 50:29 | 08:29 | 06:17 |
 | Arcane Boots | 151 | 94.38% | 80.9 | 40.40% | +18.18% | -0.93% | +1.71% | 0.70% | 13:04 | 06:36 | 11:00 | 12:15 | 14:45 | 26:33 | 03:45 | 02:46 |
 | Boots of Speed | 160 | 100.00% | 78.7 | 39.38% | +39.38% | -9.38% | +3.12% | 3.79% | 05:18 | -01:29 | 03:58 | 05:22 | 07:16 | 14:32 | 03:18 | 02:26 |
 | Magic Stick | 152 | 95.00% | 76.6 | 38.82% | -11.18% | -9.87% | +0.65% | 1.99% | 03:59 | -01:29 | 01:28 | 02:59 | 06:45 | 18:51 | 05:17 | 03:54 |
 | Magic Wand | 141 | 88.13% | 74.5 | 39.01% | -3.10% | +3.85% | +3.85% | 0.00% | 10:50 | 00:44 | 06:51 | 09:52 | 12:53 | 33:09 | 06:02 | 04:28 |
 | Wind Lace | 18 | 11.25% | 72.3 | 55.56% | +18.24% | +4.44% | -5.56% | -0.74% | 22:33 | 04:48 | 14:32 | 20:26 | 28:02 | 1:04:54 | 13:30 | 10:00 |
 | Fluffy Hat | 88 | 55.00% | 70.2 | 37.50% | -4.17% | -1.14% | +17.05% | 1.54% | 20:11 | 04:01 | 13:51 | 19:28 | 25:39 | 42:36 | 11:48 | 08:44 |
 | Force Staff | 72 | 45.00% | 68.1 | 37.50% | -3.41% | +1.39% | +18.06% | 1.82% | 26:35 | 15:58 | 21:24 | 26:33 | 30:35 | 41:05 | 09:11 | 06:48 |
 | Ethereal Blade | 10 | 6.25% | 66.0 | 60.00% | +22.00% | +40.00% | -10.00% | -3.99% | 39:05 | 31:10 | 31:52 | 37:34 | 44:24 | 54:13 | 12:32 | 09:17 |
 | Kaya | 14 | 8.75% | 63.8 | 50.00% | +11.64% | +50.00% | -16.67% | -4.50% | 34:01 | 23:06 | 27:01 | 31:12 | 41:49 | 50:29 | 14:48 | 10:57 |
 | Tranquil Boots | 6 | 3.75% | 61.7 | 66.67% | +28.36% | +33.33% | +33.33% | 0.00% | 18:48 | 08:30 | 09:55 | 15:34 | 26:59 | 30:44 | 17:04 | 12:38 |
 | Ghost Scepter | 15 | 9.38% | 59.6 | 46.67% | +8.05% | +28.33% | +3.33% | -3.19% | 36:40 | 21:23 | 30:40 | 37:09 | 38:30 | 54:13 | 07:50 | 05:48 |
 | Crown | 9 | 5.63% | 57.4 | 55.56% | +17.15% | +44.44% | -5.56% | -1.48% | 28:54 | 07:38 | 09:03 | 34:46 | 42:50 | 1:01:46 | 33:47 | 25:01 |
 | Quelling Blade | 9 | 5.63% | 55.3 | 55.56% | +17.15% | -5.56% | +44.44% | 0.00% | -00:10 | -01:29 | -01:29 | -01:29 | -01:29 | 06:16 | 00:00 | 00:00 |
 | Dagon | 2 | 1.25% | 53.2 | 100.00% | +61.39% | 0.00% | 0.00% | 0.00% | 39:42 | 36:32 | 36:32 | 42:51 | 42:51 | 42:51 | 06:19 | 04:40 |
 | Ring of Basilius | 8 | 5.00% | 51.1 | 50.00% | +11.18% | 0.00% | 0.00% | 0.00% | 11:51 | 00:25 | 03:38 | 07:07 | 11:08 | 34:46 | 07:30 | 05:33 |
 | Eul's Scepter of Divinity | 5 | 3.13% | 48.9 | 60.00% | +21.29% | -60.00% | +40.00% | 0.00% | 35:47 | 24:51 | 24:51 | 29:09 | 31:18 | 1:05:26 | 06:27 | 04:46 |
 | Ring of Health | 11 | 6.88% | 46.8 | 36.36% | -3.24% | -36.36% | -3.03% | 3.22% | 35:29 | 23:30 | 29:09 | 34:55 | 39:30 | 48:31 | 10:21 | 07:40 |
 | Lotus Orb | 11 | 6.88% | 44.7 | 36.36% | -3.24% | -3.03% | -3.03% | 0.00% | 36:45 | 25:47 | 32:03 | 35:43 | 39:27 | 48:42 | 07:24 | 05:28 |
 | Octarine Core | 4 | 2.50% | 42.6 | 50.00% | +10.90% | +50.00% | -50.00% | 0.00% | 39:33 | 36:53 | 36:53 | 38:30 | 38:52 | 43:55 | 01:59 | 01:28 |
 | Veil of Discord | 4 | 2.50% | 40.4 | 50.00% | +10.90% | +50.00% | -50.00% | 0.00% | 18:29 | 11:42 | 11:42 | 11:47 | 15:41 | 34:47 | 03:59 | 02:57 |
 | Wind Waker | 1 | 0.63% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 1:15:13 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.63% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:41 | 44:41 | 44:41 | 44:41 | 44:41 | 44:41 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.63% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 00:00 | 00:00 |
 | Bottle | 1 | 0.63% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Gleipnir | 2 | 1.25% | 29.8 | 50.00% | +10.76% | +50.00% | 0.00% | 0.00% | 56:39 | 44:43 | 44:43 | 1:08:35 | 1:08:35 | 1:08:35 | 23:52 | 17:40 |
 | Guardian Greaves | 3 | 1.88% | 27.7 | 33.33% | -6.16% | -33.33% | 0.00% | 0.00% | 30:04 | 22:04 | 22:04 | 27:54 | 40:13 | 40:13 | 18:09 | 13:26 |
 | Maelstrom | 3 | 1.88% | 25.5 | 33.33% | -6.16% | -33.33% | 0.00% | 0.00% | 48:02 | 37:48 | 37:48 | 37:51 | 1:08:27 | 1:08:27 | 30:39 | 22:42 |
 | Rod of Atos | 3 | 1.88% | 23.4 | 33.33% | -6.16% | -33.33% | 0.00% | 0.00% | 43:20 | 23:58 | 23:58 | 44:15 | 1:01:46 | 1:01:46 | 37:48 | 28:00 |
 | Javelin | 3 | 1.88% | 21.3 | 33.33% | -6.16% | -33.33% | 0.00% | 0.00% | 44:44 | 27:55 | 27:55 | 37:51 | 1:08:27 | 1:08:27 | 40:32 | 30:01 |
 | Buckler | 4 | 2.50% | 19.1 | 25.00% | -14.74% | -25.00% | -25.00% | 0.00% | 27:13 | 17:54 | 17:54 | 22:35 | 28:09 | 40:13 | 10:15 | 07:35 |
 | Mekansm | 6 | 3.75% | 17.0 | 16.67% | -23.59% | -16.67% | -16.67% | 0.00% | 21:22 | 16:33 | 18:02 | 19:27 | 21:23 | 32:56 | 03:21 | 02:28 |
 | Headdress | 6 | 3.75% | 14.9 | 16.67% | -23.59% | -16.67% | -16.67% | 0.00% | 19:24 | 12:41 | 13:19 | 16:09 | 21:23 | 32:56 | 08:04 | 05:58 |
 | Chainmail | 6 | 3.75% | 12.8 | 16.67% | -23.59% | -16.67% | -16.67% | 0.00% | 19:41 | 12:42 | 15:04 | 16:09 | 21:23 | 32:56 | 06:19 | 04:40 |
 | Ring of Protection | 8 | 5.00% | 10.6 | 12.50% | -28.29% | -12.50% | -12.50% | 0.00% | 19:27 | -01:29 | 05:39 | 17:54 | 26:04 | 40:13 | 20:25 | 15:07 |
 | Wraith Band | 3 | 1.88% | 8.5 | 0.00% | -40.13% | 0.00% | 0.00% | 0.00% | 21:29 | 01:57 | 01:57 | 24:51 | 37:39 | 37:39 | 35:42 | 26:26 |
 | Bracer | 2 | 1.25% | 6.4 | 0.00% | -39.87% | 0.00% | 0.00% | 0.00% | 21:26 | 11:27 | 11:27 | 31:24 | 31:24 | 31:24 | 19:57 | 14:46 |
 | Urn of Shadows | 4 | 2.50% | 4.3 | 0.00% | -40.38% | 0.00% | 0.00% | 0.00% | 20:27 | 07:58 | 07:58 | 09:46 | 26:04 | 38:01 | 18:06 | 13:24 |
 | Spirit Vessel | 3 | 1.88% | 2.1 | 0.00% | -40.13% | 0.00% | 0.00% | 0.00% | 24:29 | 16:59 | 16:59 | 17:59 | 38:28 | 38:28 | 21:29 | 15:54 |