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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 | |
 | Wind Lace | 8 | 53.33% | 100.0 | 62.50% | +48.21% | +37.50% | -12.50% | -8.04% | 21:19 | 15:19 | 15:36 | 20:38 | 21:49 | 31:18 | 06:13 | 04:36 |
 | Blink Dagger | 4 | 26.67% | 97.2 | 75.00% | +47.73% | +25.00% | +25.00% | 0.00% | 31:23 | 20:55 | 20:55 | 28:07 | 36:42 | 39:48 | 15:47 | 11:41 |
 | Magic Stick | 4 | 26.67% | 94.4 | 75.00% | +47.73% | +25.00% | +25.00% | 0.00% | 03:24 | -01:29 | -01:29 | -01:29 | 04:56 | 11:37 | 06:25 | 04:45 |
 | Guardian Greaves | 2 | 13.33% | 91.7 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 15:18 | 15:12 | 15:12 | 15:23 | 15:23 | 15:23 | 00:11 | 00:08 |
 | Ring of Protection | 12 | 80.00% | 88.9 | 50.00% | +50.00% | -16.67% | -50.00% | -10.15% | 12:21 | 09:11 | 10:00 | 12:12 | 13:17 | 16:52 | 03:17 | 02:25 |
 | Ring of Health | 12 | 80.00% | 86.1 | 50.00% | +50.00% | -50.00% | -16.67% | 1.58% | 18:03 | 01:54 | 03:32 | 19:33 | 24:34 | 52:16 | 21:02 | 15:34 |
 | Buckler | 12 | 80.00% | 83.3 | 50.00% | +50.00% | +16.67% | -50.00% | -33.06% | 12:43 | 10:01 | 11:17 | 12:32 | 13:18 | 16:53 | 02:01 | 01:29 |
 | Boots of Speed | 14 | 93.33% | 80.6 | 42.86% | +42.86% | -17.86% | +23.81% | 12.50% | 08:31 | 01:47 | 05:18 | 07:01 | 08:38 | 19:13 | 03:20 | 02:28 |
 | Headdress | 11 | 73.33% | 77.8 | 45.45% | +20.45% | +21.22% | -12.12% | -4.02% | 18:16 | 10:55 | 12:37 | 19:13 | 20:54 | 25:09 | 08:17 | 06:08 |
 | Pipe of Insight | 9 | 60.00% | 75.0 | 44.44% | +11.11% | +5.56% | -44.44% | -10.42% | 23:09 | 15:04 | 19:54 | 23:04 | 24:42 | 29:27 | 04:48 | 03:33 |
 | Vanguard | 6 | 40.00% | 72.2 | 50.00% | +16.67% | 0.00% | +50.00% | 17.65% | 10:25 | 05:29 | 05:37 | 05:51 | 08:27 | 30:17 | 02:50 | 02:05 |
 | Helm of the Overlord | 10 | 66.67% | 69.4 | 40.00% | 0.00% | +26.67% | -40.00% | -24.54% | 17:37 | 14:18 | 16:05 | 17:48 | 18:48 | 21:22 | 02:43 | 02:00 |
 | Arcane Boots | 10 | 66.67% | 66.7 | 40.00% | 0.00% | -6.67% | +10.00% | 3.60% | 09:59 | 04:15 | 05:37 | 09:06 | 10:15 | 25:14 | 04:38 | 03:25 |
 | Helm of the Dominator | 10 | 66.67% | 63.9 | 40.00% | 0.00% | +26.67% | -40.00% | -17.17% | 10:16 | 07:09 | 08:41 | 09:13 | 12:34 | 12:40 | 03:53 | 02:52 |
 | Diadem | 10 | 66.67% | 61.1 | 40.00% | 0.00% | +26.67% | -40.00% | -21.39% | 08:04 | 04:57 | 06:34 | 08:09 | 09:41 | 11:21 | 03:07 | 02:18 |
 | Ring of Basilius | 10 | 66.67% | 58.3 | 40.00% | 0.00% | +26.67% | -40.00% | -14.24% | 12:46 | 09:53 | 10:05 | 12:37 | 14:46 | 16:53 | 04:41 | 03:28 |
 | Morbid Mask | 10 | 66.67% | 55.6 | 40.00% | 0.00% | +26.67% | -40.00% | -29.41% | 14:16 | 11:56 | 13:08 | 14:06 | 15:24 | 17:21 | 02:16 | 01:40 |
 | Vladmir's Offering | 10 | 66.67% | 52.8 | 40.00% | 0.00% | +26.67% | -40.00% | -40.41% | 15:11 | 12:34 | 14:23 | 14:55 | 16:02 | 18:08 | 01:39 | 01:13 |
 | Magic Wand | 10 | 66.67% | 50.0 | 40.00% | 0.00% | -6.67% | +60.00% | 16.74% | 02:20 | -01:29 | -01:29 | -01:29 | 05:28 | 15:56 | 06:57 | 05:08 |
 | Mekansm | 3 | 20.00% | 47.2 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 13:16 | 11:28 | 11:28 | 12:24 | 15:55 | 15:55 | 04:27 | 03:17 |
 | Drum of Endurance | 3 | 20.00% | 44.4 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 22:16 | 18:10 | 18:10 | 22:14 | 26:25 | 26:25 | 08:15 | 06:06 |
 | Chainmail | 3 | 20.00% | 41.7 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 12:21 | 10:56 | 10:56 | 11:17 | 14:49 | 14:49 | 03:53 | 02:52 |
 | Helm of Iron Will | 12 | 80.00% | 38.9 | 33.33% | -33.34% | +33.34% | -33.33% | -17.39% | 07:22 | 02:09 | 02:54 | 03:51 | 06:44 | 26:37 | 03:50 | 02:50 |
 | Black King Bar | 4 | 26.67% | 36.1 | 50.00% | +13.64% | +50.00% | -50.00% | 0.00% | 36:56 | 29:45 | 29:45 | 30:20 | 36:33 | 51:06 | 06:48 | 05:02 |
 | Void Stone | 1 | 6.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 6.67% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 6.67% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.67% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.67% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 6.67% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 13.33% | 16.7 | 50.00% | +11.54% | -50.00% | 0.00% | 0.00% | 23:15 | 17:51 | 17:51 | 28:39 | 28:39 | 28:39 | 10:48 | 08:00 |
 | Aghanim's Shard | 3 | 20.00% | 13.9 | 33.33% | -8.34% | -33.33% | 0.00% | 0.00% | 36:32 | 30:26 | 30:26 | 34:02 | 45:09 | 45:09 | 14:43 | 10:54 |
 | Sange | 3 | 20.00% | 11.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 34:19 | 29:15 | 29:15 | 34:46 | 38:56 | 38:56 | 09:41 | 07:10 |
 | Heaven's Halberd | 3 | 20.00% | 8.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 34:52 | 29:39 | 29:39 | 35:44 | 39:13 | 39:13 | 09:34 | 07:05 |
 | Crimson Guard | 2 | 13.33% | 5.6 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 24:57 | 20:16 | 20:16 | 29:37 | 29:37 | 29:37 | 09:21 | 06:55 |
 | Quelling Blade | 3 | 20.00% | 2.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:15 | -01:15 | 00:14 | 00:10 |