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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 | |
 | Scythe of Vyse | 5 | 8.93% | 100.0 | 100.00% | +56.86% | 0.00% | 0.00% | 0.00% | 31:37 | 27:11 | 27:11 | 31:12 | 32:35 | 37:58 | 05:24 | 04:00 |
 | Aghanim's Shard | 39 | 69.64% | 97.9 | 56.41% | +27.00% | +13.59% | +3.59% | -0.99% | 23:57 | 15:02 | 19:00 | 23:29 | 29:06 | 33:58 | 10:06 | 07:28 |
 | Void Stone | 25 | 44.64% | 95.7 | 56.00% | +14.06% | -6.00% | +27.33% | 3.19% | 23:30 | 07:41 | 16:23 | 23:53 | 26:50 | 50:25 | 10:27 | 07:44 |
 | Tranquil Boots | 51 | 91.07% | 93.6 | 49.02% | +9.02% | -2.87% | -10.56% | -2.52% | 10:34 | 05:54 | 08:14 | 09:40 | 11:17 | 30:49 | 03:03 | 02:15 |
 | Boots of Speed | 56 | 100.00% | 91.5 | 48.21% | +48.21% | +16.08% | -19.64% | -12.53% | 07:21 | -01:29 | 05:51 | 07:10 | 08:42 | 14:22 | 02:51 | 02:06 |
 | Wind Lace | 52 | 92.86% | 89.4 | 48.08% | -1.92% | -1.93% | -17.31% | -3.74% | 08:50 | -01:29 | 05:54 | 08:37 | 10:01 | 31:58 | 04:07 | 03:02 |
 | Magic Wand | 43 | 76.79% | 87.2 | 48.84% | +2.69% | +5.71% | -12.48% | -3.71% | 09:33 | 01:27 | 06:54 | 09:18 | 11:48 | 17:22 | 04:54 | 03:37 |
 | Magic Stick | 49 | 87.50% | 85.1 | 46.94% | -10.20% | -13.61% | +3.06% | 2.92% | 03:28 | -01:30 | -01:29 | 01:20 | 07:11 | 19:29 | 08:40 | 06:25 |
 | Force Staff | 11 | 19.64% | 83.0 | 63.64% | +19.20% | +3.03% | +3.03% | 0.00% | 25:35 | 18:04 | 19:12 | 21:50 | 30:20 | 40:40 | 11:08 | 08:14 |
 | Ring of Basilius | 5 | 8.93% | 80.9 | 80.00% | +34.90% | +20.00% | +20.00% | 0.00% | 20:06 | 03:50 | 03:50 | 21:58 | 28:14 | 32:44 | 24:24 | 18:04 |
 | Heaven's Halberd | 5 | 8.93% | 78.7 | 80.00% | +34.90% | -80.00% | +20.00% | 8.85% | 30:36 | 19:12 | 19:12 | 27:31 | 30:30 | 49:32 | 11:18 | 08:22 |
 | Fluffy Hat | 14 | 25.00% | 76.6 | 57.14% | +11.90% | +17.86% | -23.81% | -3.95% | 17:48 | 08:52 | 11:56 | 14:10 | 22:29 | 40:08 | 10:33 | 07:48 |
 | Eul's Scepter of Divinity | 12 | 21.43% | 74.5 | 58.33% | +12.88% | +41.67% | -25.00% | -9.13% | 21:14 | 15:01 | 17:09 | 18:36 | 24:27 | 28:41 | 07:18 | 05:24 |
 | Ring of Protection | 17 | 30.36% | 72.3 | 47.06% | -1.66% | +2.94% | +27.94% | 2.61% | 09:23 | -01:29 | -01:29 | 06:58 | 11:03 | 32:44 | 12:32 | 09:17 |
 | Aeon Disk | 4 | 7.14% | 70.2 | 75.00% | +28.85% | +25.00% | -75.00% | 0.00% | 35:22 | 27:37 | 27:37 | 30:56 | 40:06 | 42:47 | 12:29 | 09:14 |
 | Buckler | 4 | 7.14% | 68.1 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 26:52 | 21:57 | 21:57 | 24:33 | 28:13 | 32:44 | 06:16 | 04:38 |
 | Arcane Boots | 2 | 3.57% | 66.0 | 100.00% | +53.70% | 0.00% | 0.00% | 0.00% | 25:01 | 23:59 | 23:59 | 26:03 | 26:03 | 26:03 | 02:04 | 01:31 |
 | Veil of Discord | 2 | 3.57% | 63.8 | 100.00% | +53.70% | 0.00% | 0.00% | 0.00% | 10:50 | 07:58 | 07:58 | 13:42 | 13:42 | 13:42 | 05:44 | 04:14 |
 | Drum of Endurance | 7 | 12.50% | 61.7 | 57.14% | +10.20% | +42.86% | -57.14% | -27.40% | 20:53 | 15:39 | 16:04 | 17:40 | 19:43 | 36:47 | 03:39 | 02:42 |
 | Sange | 5 | 8.93% | 59.6 | 60.00% | +12.94% | -60.00% | +40.00% | 8.36% | 28:20 | 16:50 | 16:50 | 25:44 | 28:48 | 49:09 | 11:58 | 08:51 |
 | Glimmer Cape | 5 | 8.93% | 57.4 | 60.00% | +12.94% | +40.00% | -60.00% | -5.03% | 28:01 | 15:38 | 15:38 | 26:51 | 35:31 | 37:25 | 19:53 | 14:43 |
 | Shiva's Guard | 5 | 8.93% | 55.3 | 60.00% | +12.94% | -60.00% | -60.00% | 0.00% | 32:46 | 24:18 | 24:18 | 31:07 | 39:38 | 40:15 | 15:20 | 11:21 |
 | Ring of Health | 9 | 16.07% | 53.2 | 44.44% | -4.50% | -44.44% | +55.56% | 4.64% | 25:56 | 02:32 | 17:07 | 19:57 | 38:40 | 50:24 | 21:33 | 15:57 |
 | Spirit Vessel | 10 | 17.86% | 51.1 | 40.00% | -10.00% | -6.67% | -40.00% | -13.33% | 18:54 | 14:01 | 16:17 | 18:14 | 18:47 | 27:43 | 02:30 | 01:51 |
 | Boots of Bearing | 3 | 5.36% | 48.9 | 66.67% | +19.50% | +33.33% | 0.00% | 0.00% | 29:16 | 23:36 | 23:36 | 23:38 | 40:35 | 40:35 | 16:59 | 12:34 |
 | Vladmir's Offering | 3 | 5.36% | 46.8 | 66.67% | +19.50% | +33.33% | 0.00% | 0.00% | 28:32 | 24:31 | 24:31 | 28:17 | 32:47 | 32:47 | 08:16 | 06:07 |
 | Crown | 3 | 5.36% | 44.7 | 66.67% | +19.50% | +33.33% | 0.00% | 0.00% | 06:52 | 04:37 | 04:37 | 05:04 | 10:55 | 10:55 | 06:18 | 04:40 |
 | Morbid Mask | 3 | 5.36% | 42.6 | 66.67% | +19.50% | +33.33% | 0.00% | 0.00% | 28:30 | 24:30 | 24:30 | 28:14 | 32:46 | 32:46 | 08:16 | 06:07 |
 | Urn of Shadows | 12 | 21.43% | 40.4 | 33.33% | -18.94% | 0.00% | -33.33% | -8.40% | 09:41 | 06:32 | 06:58 | 09:40 | 10:56 | 14:08 | 03:58 | 02:56 |
 | Headdress | 9 | 16.07% | 38.3 | 33.33% | -17.73% | +16.67% | +16.67% | 0.00% | 09:08 | -01:29 | -01:29 | 08:54 | 13:27 | 36:02 | 14:56 | 11:03 |
 | Wraith Pact | 1 | 1.79% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.79% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.79% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.79% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 09:07 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.79% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 3.57% | 25.5 | 50.00% | +1.85% | +50.00% | 0.00% | 0.00% | 47:53 | 45:41 | 45:41 | 50:05 | 50:05 | 50:05 | 04:24 | 03:15 |
 | Diadem | 2 | 3.57% | 23.4 | 50.00% | +1.85% | -50.00% | 0.00% | 0.00% | 28:29 | 20:56 | 20:56 | 36:02 | 36:02 | 36:02 | 15:06 | 11:11 |
 | Mekansm | 2 | 3.57% | 21.3 | 50.00% | +1.85% | -50.00% | 0.00% | 0.00% | 13:43 | 12:15 | 12:15 | 15:11 | 15:11 | 15:11 | 02:56 | 02:10 |
 | Chainmail | 2 | 3.57% | 19.1 | 50.00% | +1.85% | -50.00% | 0.00% | 0.00% | 12:24 | 10:03 | 10:03 | 14:44 | 14:44 | 14:44 | 04:41 | 03:28 |
 | Lotus Orb | 3 | 5.36% | 17.0 | 33.33% | -15.73% | -33.33% | 0.00% | 0.00% | 24:56 | 22:31 | 22:31 | 25:05 | 27:11 | 27:11 | 04:40 | 03:27 |
 | Holy Locket | 3 | 5.36% | 14.9 | 33.33% | -15.73% | -33.33% | 0.00% | 0.00% | 24:52 | 15:58 | 15:58 | 22:05 | 36:32 | 36:32 | 20:34 | 15:14 |
 | Hood of Defiance | 1 | 1.79% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 17:15 | 00:00 | 00:00 |
 | Kaya | 1 | 1.79% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.79% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 00:00 | 00:00 |
 | Pipe of Insight | 3 | 5.36% | 6.4 | 0.00% | -50.94% | 0.00% | 0.00% | 0.00% | 19:44 | 17:09 | 17:09 | 19:22 | 22:41 | 22:41 | 05:32 | 04:05 |
 | Hand of Midas | 2 | 3.57% | 4.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:00 | 14:00 | 14:44 | 14:44 | 14:44 | 00:44 | 00:32 |
 | Pavise | 1 | 1.79% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |