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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 | |
 | Buckler | 13 | 48.15% | 100.0 | 69.23% | +40.66% | +30.77% | -2.56% | -6.92% | 13:21 | 08:32 | 09:59 | 11:55 | 14:48 | 24:12 | 04:49 | 03:34 |
 | Guardian Greaves | 13 | 48.15% | 98.0 | 69.23% | +40.66% | +30.77% | -2.56% | -6.04% | 16:24 | 12:37 | 13:04 | 14:37 | 18:35 | 26:19 | 05:31 | 04:05 |
 | Arcane Boots | 14 | 51.85% | 95.9 | 64.29% | +33.52% | +35.71% | -30.96% | -14.71% | 12:23 | 07:17 | 09:24 | 10:11 | 13:56 | 33:08 | 04:32 | 03:21 |
 | Force Staff | 24 | 88.89% | 93.9 | 54.17% | +54.17% | -4.17% | -20.84% | -4.98% | 18:45 | 11:49 | 16:36 | 17:51 | 19:57 | 30:11 | 03:21 | 02:28 |
 | Fluffy Hat | 24 | 88.89% | 91.8 | 54.17% | +54.17% | -4.17% | -4.17% | 0.00% | 14:45 | 08:15 | 11:36 | 13:40 | 17:13 | 23:39 | 05:37 | 04:09 |
 | Chainmail | 15 | 55.56% | 89.8 | 60.00% | +26.67% | +40.00% | -35.00% | -18.15% | 04:57 | 01:31 | 02:25 | 03:27 | 06:33 | 10:36 | 04:08 | 03:03 |
 | Headdress | 15 | 55.56% | 87.8 | 60.00% | +26.67% | -10.00% | -10.00% | 0.00% | 00:22 | -01:29 | -01:29 | -01:29 | 01:34 | 06:09 | 03:03 | 02:15 |
 | Mekansm | 15 | 55.56% | 85.7 | 60.00% | +26.67% | +40.00% | -35.00% | -22.39% | 07:36 | 04:17 | 05:00 | 07:04 | 08:21 | 13:19 | 03:21 | 02:28 |
 | Aghanim's Scepter | 9 | 33.33% | 83.7 | 66.67% | +27.78% | +33.33% | -66.67% | -8.50% | 33:00 | 23:48 | 25:11 | 30:06 | 36:57 | 51:43 | 11:46 | 08:42 |
 | Ring of Protection | 23 | 85.19% | 81.6 | 52.17% | +27.17% | -35.50% | -2.17% | 8.97% | 09:57 | -01:29 | 07:33 | 09:33 | 11:16 | 24:11 | 03:43 | 02:45 |
 | Boots of Speed | 27 | 100.00% | 79.6 | 48.15% | +48.15% | -19.58% | +23.28% | 10.16% | 03:41 | -01:29 | 01:07 | 03:29 | 05:20 | 08:30 | 04:13 | 03:07 |
 | Magic Wand | 15 | 55.56% | 77.6 | 53.33% | +11.66% | -3.33% | +21.67% | 2.69% | 08:24 | 01:20 | 03:01 | 09:01 | 12:19 | 14:34 | 09:18 | 06:53 |
 | Wind Lace | 26 | 96.30% | 75.5 | 46.15% | -53.85% | -3.29% | +3.85% | 1.35% | 06:51 | -01:29 | 02:52 | 05:41 | 08:09 | 39:55 | 05:17 | 03:54 |
 | Void Stone | 16 | 59.26% | 73.5 | 50.00% | +4.55% | -25.00% | 0.00% | 2.52% | 29:07 | 18:37 | 24:42 | 27:34 | 34:38 | 39:24 | 09:56 | 07:21 |
 | Magic Stick | 16 | 59.26% | 71.4 | 50.00% | +4.55% | -25.00% | +25.00% | 7.39% | 04:08 | -01:29 | -01:29 | 01:23 | 08:15 | 13:30 | 09:44 | 07:12 |
 | Quelling Blade | 4 | 14.81% | 69.4 | 75.00% | +31.52% | +25.00% | -75.00% | 0.00% | 07:27 | -01:29 | -01:29 | 05:08 | 08:48 | 17:21 | 10:17 | 07:37 |
 | Glimmer Cape | 2 | 7.41% | 67.3 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 20:44 | 14:15 | 14:15 | 27:13 | 27:13 | 27:13 | 12:58 | 09:36 |
 | Aghanim's Shard | 7 | 25.93% | 65.3 | 57.14% | +12.14% | +42.86% | -57.14% | -11.65% | 32:54 | 23:43 | 25:57 | 30:36 | 34:32 | 47:33 | 08:35 | 06:21 |
 | Aether Lens | 9 | 33.33% | 63.3 | 44.44% | -5.56% | -44.44% | +55.56% | 7.53% | 30:27 | 20:01 | 21:15 | 30:46 | 34:32 | 48:22 | 13:17 | 09:50 |
 | Tranquil Boots | 6 | 22.22% | 61.2 | 50.00% | +2.38% | +50.00% | -50.00% | 0.00% | 17:37 | 04:17 | 04:47 | 09:41 | 36:12 | 39:55 | 31:25 | 23:16 |
 | Scythe of Vyse | 10 | 37.04% | 59.2 | 40.00% | -12.94% | -6.67% | +10.00% | 1.61% | 32:47 | 25:37 | 27:29 | 30:05 | 37:51 | 42:43 | 10:22 | 07:40 |
 | Octarine Core | 8 | 29.63% | 57.1 | 37.50% | -15.13% | -37.50% | +12.50% | 3.12% | 33:09 | 18:43 | 24:26 | 28:56 | 40:29 | 48:22 | 16:03 | 11:53 |
 | Spirit Vessel | 9 | 33.33% | 55.1 | 33.33% | -22.23% | +16.67% | +16.67% | 0.00% | 13:11 | 11:19 | 11:45 | 13:01 | 14:24 | 16:35 | 02:39 | 01:57 |
 | Urn of Shadows | 9 | 33.33% | 53.1 | 33.33% | -22.23% | +16.67% | +16.67% | 0.00% | 08:17 | 06:52 | 06:58 | 08:08 | 09:21 | 10:31 | 02:23 | 01:45 |
 | Sange | 1 | 3.70% | 51.0 | 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 |
 | Null Talisman | 1 | 3.70% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.70% | 46.9 | 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 |
 | Ring of Health | 6 | 22.22% | 44.9 | 33.33% | -19.05% | +16.67% | -33.33% | 0.00% | 24:46 | 18:09 | 18:13 | 18:37 | 31:51 | 34:47 | 13:38 | 10:05 |
 | Boots of Travel | 8 | 29.63% | 42.9 | 25.00% | -32.89% | +25.00% | -25.00% | -14.02% | 42:53 | 34:38 | 39:09 | 41:39 | 42:43 | 57:11 | 03:34 | 02:38 |
 | Pipe of Insight | 2 | 7.41% | 40.8 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 23:02 | 22:51 | 22:51 | 23:13 | 23:13 | 23:13 | 00:22 | 00:16 |
 | Linken's Sphere | 2 | 7.41% | 38.8 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 29:55 | 27:36 | 27:36 | 32:13 | 32:13 | 32:13 | 04:37 | 03:25 |
 | Ghost Scepter | 2 | 7.41% | 36.7 | 50.00% | +2.00% | -50.00% | 0.00% | 0.00% | 27:00 | 20:20 | 20:20 | 33:39 | 33:39 | 33:39 | 13:19 | 09:51 |
 | Hood of Defiance | 2 | 7.41% | 34.7 | 50.00% | +2.00% | -50.00% | 0.00% | 0.00% | 18:20 | 18:16 | 18:16 | 18:23 | 18:23 | 18:23 | 00:07 | 00:05 |
 | Black King Bar | 6 | 22.22% | 32.7 | 16.67% | -40.47% | +33.33% | -16.67% | 0.00% | 33:37 | 26:37 | 28:27 | 31:35 | 35:59 | 44:10 | 07:32 | 05:34 |
 | Ethereal Blade | 1 | 3.70% | 30.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 00:00 | 00:00 |
 | Yasha | 1 | 3.70% | 28.6 | 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 |
 | Boots of Travel 2 | 1 | 3.70% | 26.5 | 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 |
 | Lotus Orb | 2 | 7.41% | 24.5 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 31:58 | 28:47 | 28:47 | 35:08 | 35:08 | 35:08 | 06:21 | 04:42 |
 | Manta Style | 1 | 3.70% | 22.4 | 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 |
 | Drum of Endurance | 1 | 3.70% | 20.4 | 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 |
 | Dagon (level 5) | 2 | 7.41% | 18.4 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 57:13 | 51:02 | 51:02 | 1:03:23 | 1:03:23 | 1:03:23 | 12:21 | 09:08 |
 | Dagon (level 4) | 2 | 7.41% | 16.3 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 56:23 | 49:22 | 49:22 | 1:03:23 | 1:03:23 | 1:03:23 | 14:01 | 10:22 |
 | Dagon (level 3) | 2 | 7.41% | 16.3 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 56:23 | 49:22 | 49:22 | 1:03:23 | 1:03:23 | 1:03:23 | 14:01 | 10:22 |
 | Aeon Disk | 3 | 11.11% | 12.2 | 0.00% | -54.17% | 0.00% | 0.00% | 0.00% | 48:31 | 47:07 | 47:07 | 48:45 | 49:42 | 49:42 | 02:35 | 01:54 |
 | Kaya | 1 | 3.70% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 00:00 | 00:00 |
 | Crown | 2 | 7.41% | 8.2 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 54:50 | 46:17 | 46:17 | 1:03:22 | 1:03:22 | 1:03:22 | 17:05 | 12:39 |
 | Aghanim's Blessing | 1 | 3.70% | 6.1 | 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 |
 | Dagon (level 2) | 2 | 7.41% | 4.1 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 55:05 | 46:47 | 46:47 | 1:03:23 | 1:03:23 | 1:03:23 | 16:36 | 12:17 |
 | Dagon | 2 | 7.41% | 2.0 | 0.00% | -52.00% | 0.00% | 0.00% | 0.00% | 54:50 | 46:17 | 46:17 | 1:03:22 | 1:03:22 | 1:03:22 | 17:05 | 12:39 |