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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 Scepter | 23 | 33.82% | 100.0 | 65.22% | +29.66% | +34.78% | -48.55% | -6.63% | 32:13 | 21:09 | 24:23 | 29:18 | 36:57 | 51:43 | 12:34 | 09:18 |
 | Buckler | 28 | 41.18% | 98.4 | 60.71% | +25.71% | +10.72% | -3.57% | -2.97% | 13:50 | 07:13 | 09:59 | 11:16 | 14:48 | 39:37 | 04:49 | 03:34 |
 | Guardian Greaves | 27 | 39.71% | 96.8 | 59.26% | +22.67% | +12.17% | -16.40% | -8.09% | 16:06 | 11:20 | 13:20 | 14:39 | 16:52 | 26:19 | 03:32 | 02:37 |
 | Aghanim's Shard | 13 | 19.12% | 95.2 | 69.23% | +29.23% | +30.77% | -2.56% | -1.97% | 33:06 | 16:10 | 23:43 | 30:36 | 40:40 | 50:59 | 16:57 | 12:33 |
 | Arcane Boots | 28 | 41.18% | 93.7 | 57.14% | +19.64% | +28.57% | -28.57% | -16.56% | 11:52 | 06:31 | 08:51 | 10:11 | 12:18 | 33:08 | 03:27 | 02:33 |
 | Force Staff | 48 | 70.59% | 92.1 | 52.08% | +22.08% | -10.41% | -2.08% | 1.56% | 20:11 | 11:49 | 17:07 | 19:08 | 22:27 | 36:20 | 05:20 | 03:57 |
 | Headdress | 33 | 48.53% | 90.5 | 54.55% | +17.41% | -4.55% | -4.55% | 0.00% | 04:20 | -01:29 | -01:29 | 03:11 | 06:58 | 18:53 | 08:27 | 06:15 |
 | Mekansm | 33 | 48.53% | 88.9 | 54.55% | +17.41% | +32.95% | -17.05% | -9.12% | 09:48 | 04:17 | 06:13 | 08:21 | 11:42 | 18:53 | 05:29 | 04:03 |
 | Chainmail | 33 | 48.53% | 87.3 | 54.55% | +17.41% | +20.45% | -17.05% | -6.11% | 07:10 | 01:31 | 03:25 | 06:22 | 09:33 | 18:53 | 06:08 | 04:32 |
 | Ring of Protection | 59 | 86.76% | 85.7 | 49.15% | +26.93% | -42.48% | +4.18% | 15.22% | 09:43 | -01:29 | 07:52 | 09:11 | 10:56 | 39:36 | 03:04 | 02:16 |
 | Fluffy Hat | 53 | 77.94% | 84.1 | 49.06% | +15.73% | -2.91% | -2.91% | 0.00% | 16:15 | 06:57 | 12:46 | 15:24 | 18:44 | 36:20 | 05:58 | 04:25 |
 | Boots of Speed | 68 | 100.00% | 82.5 | 45.59% | +45.59% | -10.30% | +19.12% | 9.29% | 02:56 | -01:30 | 01:09 | 02:23 | 04:19 | 08:30 | 03:10 | 02:20 |
 | Magic Wand | 37 | 54.41% | 81.0 | 48.65% | +6.71% | +6.91% | -15.32% | -2.28% | 08:52 | -01:29 | 03:21 | 08:30 | 13:05 | 18:21 | 09:44 | 07:12 |
 | Wind Lace | 55 | 80.88% | 79.4 | 43.64% | -10.21% | -0.78% | -0.78% | 0.00% | 06:05 | -01:29 | 00:55 | 05:09 | 08:50 | 39:55 | 07:55 | 05:51 |
 | Void Stone | 39 | 57.35% | 77.8 | 46.15% | +1.32% | -36.15% | +23.85% | 5.72% | 28:18 | 09:39 | 22:23 | 28:50 | 32:52 | 50:09 | 10:29 | 07:45 |
 | Octarine Core | 24 | 35.29% | 76.2 | 50.00% | +6.82% | -33.33% | +16.67% | 6.68% | 34:43 | 18:43 | 30:25 | 34:23 | 37:54 | 59:24 | 07:29 | 05:32 |
 | Aether Lens | 24 | 35.29% | 74.6 | 50.00% | +6.82% | -50.00% | +16.67% | 7.17% | 28:58 | 17:36 | 23:34 | 27:50 | 32:52 | 48:22 | 09:18 | 06:53 |
 | Magic Stick | 38 | 55.88% | 73.0 | 44.74% | -1.93% | -14.74% | -0.30% | 2.04% | 05:16 | -01:30 | -01:29 | 06:33 | 08:34 | 18:14 | 10:03 | 07:26 |
 | Quelling Blade | 13 | 19.12% | 71.4 | 53.85% | +10.21% | +12.82% | +12.82% | 0.00% | 01:30 | -01:29 | -01:29 | -01:29 | 01:33 | 17:21 | 03:02 | 02:14 |
 | Spirit Vessel | 29 | 42.65% | 69.8 | 41.38% | -7.34% | -27.09% | +1.48% | 6.54% | 14:23 | 08:45 | 11:55 | 13:40 | 16:17 | 21:20 | 04:22 | 03:14 |
 | Ring of Health | 17 | 25.00% | 68.3 | 47.06% | +1.96% | +2.94% | -22.06% | -1.85% | 24:56 | 12:06 | 17:59 | 20:57 | 31:31 | 59:02 | 13:32 | 10:01 |
 | Pipe of Insight | 6 | 8.82% | 66.7 | 66.67% | +23.12% | +33.33% | +33.33% | 0.00% | 22:41 | 19:53 | 22:13 | 22:51 | 23:29 | 24:28 | 01:16 | 00:56 |
 | Hood of Defiance | 6 | 8.82% | 65.1 | 66.67% | +23.12% | +33.33% | +33.33% | 0.00% | 18:12 | 14:31 | 18:10 | 18:16 | 18:57 | 20:57 | 00:47 | 00:34 |
 | Boots of Travel | 25 | 36.76% | 63.5 | 40.00% | -8.84% | +26.67% | -23.33% | -4.88% | 38:22 | 17:55 | 32:28 | 39:09 | 42:43 | 57:11 | 10:15 | 07:35 |
 | Urn of Shadows | 32 | 47.06% | 61.9 | 37.50% | -15.28% | -25.00% | -12.50% | 4.26% | 08:46 | 03:31 | 07:03 | 08:51 | 09:59 | 15:03 | 02:56 | 02:10 |
 | Null Talisman | 2 | 2.94% | 60.3 | 100.00% | +56.06% | 0.00% | 0.00% | 0.00% | 00:11 | -01:29 | -01:29 | 01:51 | 01:51 | 01:51 | 03:20 | 02:28 |
 | Glimmer Cape | 7 | 10.29% | 58.7 | 57.14% | +12.88% | -7.14% | -7.14% | 0.00% | 24:20 | 14:15 | 14:58 | 27:13 | 27:29 | 38:44 | 12:31 | 09:16 |
 | Scythe of Vyse | 17 | 25.00% | 57.1 | 41.18% | -5.88% | -16.18% | +33.82% | 4.67% | 36:26 | 25:37 | 28:50 | 34:38 | 39:33 | 1:02:49 | 10:43 | 07:56 |
 | Tranquil Boots | 16 | 23.53% | 55.6 | 37.50% | -10.58% | -12.50% | -37.50% | -3.92% | 11:00 | 03:13 | 04:26 | 05:31 | 10:49 | 39:55 | 06:23 | 04:43 |
 | Heaven's Halberd | 1 | 1.47% | 54.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.47% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.47% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.47% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.47% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 39:37 | 00:00 | 00:00 |
 | Sange | 1 | 1.47% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.47% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.47% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Linken's Sphere | 5 | 7.35% | 41.3 | 40.00% | -6.03% | -40.00% | +60.00% | 7.53% | 29:46 | 19:42 | 19:42 | 32:13 | 32:59 | 36:18 | 13:17 | 09:50 |
 | Crown | 5 | 7.35% | 39.7 | 40.00% | -6.03% | +60.00% | -40.00% | -2.29% | 34:24 | 05:35 | 05:35 | 46:17 | 49:12 | 1:03:22 | 43:37 | 32:18 |
 | Black King Bar | 10 | 14.71% | 38.1 | 20.00% | -30.00% | +13.33% | -20.00% | -4.03% | 30:03 | 20:11 | 26:37 | 28:35 | 34:53 | 44:10 | 08:16 | 06:07 |
 | Lotus Orb | 3 | 4.41% | 36.5 | 33.33% | -12.82% | +66.67% | 0.00% | 0.00% | 28:32 | 21:42 | 21:42 | 28:47 | 35:08 | 35:08 | 13:26 | 09:57 |
 | Aeon Disk | 4 | 5.88% | 34.9 | 25.00% | -21.88% | +75.00% | -25.00% | 0.00% | 47:37 | 44:54 | 44:54 | 47:07 | 48:45 | 49:42 | 03:51 | 02:51 |
 | Dagon (level 2) | 4 | 5.88% | 33.3 | 25.00% | -21.88% | -25.00% | -25.00% | 0.00% | 44:26 | 15:16 | 15:16 | 46:47 | 52:19 | 1:03:23 | 37:03 | 27:26 |
 | Dagon (level 3) | 4 | 5.88% | 31.7 | 25.00% | -21.88% | -25.00% | -25.00% | 0.00% | 45:48 | 17:01 | 17:01 | 49:22 | 53:24 | 1:03:23 | 36:23 | 26:57 |
 | Dagon (level 4) | 4 | 5.88% | 30.2 | 25.00% | -21.88% | -25.00% | -25.00% | 0.00% | 46:11 | 18:34 | 18:34 | 49:22 | 53:24 | 1:03:23 | 34:50 | 25:48 |
 | Dagon (level 5) | 4 | 5.88% | 28.6 | 25.00% | -21.88% | -25.00% | -25.00% | 0.00% | 48:06 | 21:40 | 21:40 | 51:02 | 56:18 | 1:03:23 | 34:38 | 25:39 |
 | Ghost Scepter | 4 | 5.88% | 27.0 | 25.00% | -21.88% | -25.00% | -25.00% | 0.00% | 30:34 | 20:20 | 20:20 | 33:39 | 34:08 | 34:10 | 13:48 | 10:13 |
 | Dagon | 4 | 5.88% | 25.4 | 25.00% | -21.88% | -25.00% | -25.00% | 0.00% | 42:53 | 12:38 | 12:38 | 46:17 | 49:13 | 1:03:22 | 36:35 | 27:05 |
 | Yasha | 1 | 1.47% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:25 | 54:25 | 54:25 | 54:25 | 54:25 | 54:25 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.47% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Holy Locket | 2 | 2.94% | 20.6 | 0.00% | -46.97% | 0.00% | 0.00% | 0.00% | 22:10 | 21:55 | 21:55 | 22:25 | 22:25 | 22:25 | 00:30 | 00:22 |
 | Aghanim's Blessing | 1 | 1.47% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 00:00 | 00:00 |
 | Diadem | 1 | 1.47% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Bottle | 1 | 1.47% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 2.94% | 14.3 | 0.00% | -46.97% | 0.00% | 0.00% | 0.00% | 40:28 | 23:51 | 23:51 | 57:05 | 57:05 | 57:05 | 33:14 | 24:37 |
 | Kaya | 4 | 5.88% | 12.7 | 0.00% | -48.44% | 0.00% | 0.00% | 0.00% | 24:31 | 17:14 | 17:14 | 22:06 | 24:08 | 34:37 | 06:54 | 05:06 |
 | Orchid Malevolence | 1 | 1.47% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 2.94% | 9.5 | 0.00% | -46.97% | 0.00% | 0.00% | 0.00% | 29:17 | 23:34 | 23:34 | 35:00 | 35:00 | 35:00 | 11:26 | 08:28 |
 | Nullifier | 1 | 1.47% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.47% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.47% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.47% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.47% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:43 | 54:43 | 54:43 | 54:43 | 54:43 | 54:43 | 00:00 | 00:00 |