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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 | |
 | Overwhelming Blink | 7 | 25.00% | 100.0 | 85.71% | +57.14% | +14.29% | -35.71% | -5.46% | 41:53 | 30:58 | 34:27 | 41:22 | 43:36 | 52:35 | 09:09 | 06:46 |
 | Blink Dagger | 14 | 50.00% | 97.4 | 71.43% | +57.14% | +3.57% | -38.10% | -4.66% | 26:00 | 17:38 | 23:15 | 24:34 | 32:11 | 36:41 | 08:56 | 06:37 |
 | Scythe of Vyse | 10 | 35.71% | 94.9 | 70.00% | +42.22% | +30.00% | -20.00% | -9.55% | 35:42 | 27:39 | 31:50 | 34:51 | 37:04 | 44:58 | 05:14 | 03:52 |
 | Boots of Travel | 13 | 46.43% | 92.3 | 61.54% | +34.87% | -28.21% | -28.21% | 0.00% | 34:55 | 23:23 | 26:28 | 35:40 | 38:54 | 46:59 | 12:26 | 09:12 |
 | Void Stone | 14 | 50.00% | 89.7 | 57.14% | +28.57% | -7.14% | +9.53% | 1.45% | 34:16 | 14:41 | 31:38 | 34:51 | 43:10 | 51:16 | 11:32 | 08:32 |
 | Bloodstone | 27 | 96.43% | 87.2 | 44.44% | +44.44% | +41.27% | -15.87% | -34.98% | 14:19 | 12:11 | 13:15 | 14:02 | 14:53 | 17:38 | 01:38 | 01:12 |
 | Bottle | 24 | 85.71% | 84.6 | 45.83% | +20.83% | -12.50% | +20.84% | 33.34% | 01:33 | 01:03 | 01:18 | 01:23 | 01:36 | 03:48 | 00:18 | 00:13 |
 | Boots of Speed | 28 | 100.00% | 82.1 | 42.86% | +42.86% | +14.28% | 0.00% | -14.28% | 03:17 | 01:09 | 02:48 | 03:18 | 03:47 | 04:43 | 00:59 | 00:43 |
 | Arcane Boots | 28 | 100.00% | 79.5 | 42.86% | +42.86% | -28.57% | 0.00% | 20.41% | 06:05 | 04:05 | 05:28 | 06:04 | 06:52 | 07:41 | 01:24 | 01:02 |
 | Kaya and Sange | 11 | 39.29% | 76.9 | 54.55% | +19.26% | +12.12% | -21.22% | -3.53% | 28:55 | 18:35 | 23:44 | 29:48 | 33:11 | 37:09 | 09:27 | 07:00 |
 | Sange | 11 | 39.29% | 74.4 | 54.55% | +19.26% | +45.45% | -21.22% | -6.54% | 28:27 | 18:10 | 22:42 | 29:08 | 32:54 | 36:38 | 10:12 | 07:33 |
 | Magic Wand | 27 | 96.43% | 71.8 | 40.74% | -59.26% | +16.40% | +16.40% | 0.00% | 07:50 | 01:03 | 05:21 | 07:09 | 07:44 | 30:11 | 02:23 | 01:45 |
 | Magic Stick | 27 | 96.43% | 69.2 | 40.74% | -59.26% | +16.40% | -26.45% | -42.85% | 02:26 | -01:29 | 01:49 | 02:16 | 02:39 | 07:33 | 00:50 | 00:37 |
 | Ring of Health | 4 | 14.29% | 66.7 | 75.00% | +37.50% | -75.00% | +25.00% | 4.23% | 35:22 | 16:18 | 16:18 | 33:58 | 39:56 | 51:16 | 23:38 | 17:30 |
 | Black King Bar | 18 | 64.29% | 64.1 | 44.44% | +4.44% | +15.56% | +30.56% | 2.61% | 23:29 | 18:40 | 20:48 | 23:40 | 26:33 | 28:18 | 05:45 | 04:15 |
 | Refresher Orb | 2 | 7.14% | 61.5 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 46:01 | 40:32 | 40:32 | 51:29 | 51:29 | 51:29 | 10:57 | 08:06 |
 | Wind Lace | 20 | 71.43% | 59.0 | 40.00% | -10.00% | +20.00% | 0.00% | -2.21% | 10:42 | 02:12 | 05:17 | 07:48 | 14:19 | 30:11 | 09:02 | 06:41 |
 | Shiva's Guard | 5 | 17.86% | 56.4 | 60.00% | +20.87% | -60.00% | -60.00% | 0.00% | 35:08 | 30:10 | 30:10 | 33:14 | 40:09 | 41:00 | 09:59 | 07:23 |
 | Kaya | 16 | 57.14% | 53.8 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 25:29 | 16:06 | 20:47 | 25:58 | 27:34 | 34:25 | 06:47 | 05:01 |
 | Aghanim's Shard | 10 | 35.71% | 51.3 | 40.00% | -4.44% | -6.67% | +10.00% | 1.25% | 34:22 | 22:05 | 28:19 | 29:40 | 41:38 | 49:07 | 13:19 | 09:51 |
 | Boots of Travel 2 | 3 | 10.71% | 48.7 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 50:00 | 46:05 | 46:05 | 46:34 | 57:22 | 57:22 | 11:17 | 08:21 |
 | Heart of Tarrasque | 1 | 3.57% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 3.57% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Null Talisman | 2 | 7.14% | 41.0 | 50.00% | +7.69% | +50.00% | 0.00% | 0.00% | 02:31 | 02:20 | 02:20 | 02:41 | 02:41 | 02:41 | 00:21 | 00:15 |
 | Eul's Scepter of Divinity | 3 | 10.71% | 38.5 | 33.33% | -10.67% | +66.67% | 0.00% | 0.00% | 19:20 | 16:07 | 16:07 | 18:46 | 23:08 | 23:08 | 07:01 | 05:11 |
 | Mekansm | 1 | 3.57% | 35.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 3.57% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.57% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Wraith Band | 1 | 3.57% | 28.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.57% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.57% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:48 | 04:48 | 04:48 | 04:48 | 04:48 | 04:48 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.57% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.57% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 3.57% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:51 | 20:51 | 20:51 | 20:51 | 20:51 | 20:51 | 00:00 | 00:00 |
 | Buckler | 1 | 3.57% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:32 | 10:32 | 10:32 | 10:32 | 10:32 | 10:32 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.57% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Headdress | 1 | 3.57% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:35 | 09:35 | 09:35 | 09:35 | 09:35 | 09:35 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.57% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Aether Lens | 1 | 3.57% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 00:00 | 00:00 |