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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 | |
 | Shiva's Guard | 6 | 15.38% | 100.0 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 33:20 | 26:39 | 26:56 | 33:43 | 35:02 | 43:00 | 08:06 | 06:00 |
 | Kaya | 25 | 64.10% | 97.3 | 72.00% | +43.43% | +28.00% | -5.33% | -6.62% | 21:52 | 13:59 | 19:05 | 22:01 | 24:07 | 31:46 | 05:02 | 03:43 |
 | Kaya and Sange | 22 | 56.41% | 94.6 | 68.18% | +27.00% | -1.51% | -8.18% | -1.86% | 23:43 | 17:53 | 21:51 | 22:35 | 25:26 | 31:52 | 03:35 | 02:39 |
 | Sange | 28 | 71.79% | 91.9 | 64.29% | +27.93% | +7.14% | -35.72% | -6.02% | 21:51 | 11:49 | 17:30 | 20:03 | 24:37 | 50:30 | 07:07 | 05:16 |
 | Magic Wand | 36 | 92.31% | 89.2 | 61.11% | +61.11% | -16.67% | -5.55% | 2.42% | 08:14 | 01:40 | 05:57 | 08:24 | 10:33 | 12:43 | 04:36 | 03:24 |
 | Wind Lace | 29 | 74.36% | 86.5 | 62.07% | +22.07% | +23.64% | -33.50% | -13.29% | 14:55 | 02:41 | 12:21 | 13:54 | 16:39 | 28:56 | 04:18 | 03:11 |
 | Eul's Scepter of Divinity | 29 | 74.36% | 83.8 | 62.07% | +22.07% | +23.64% | -33.50% | -11.50% | 18:10 | 12:58 | 15:08 | 17:11 | 20:06 | 29:30 | 04:58 | 03:40 |
 | Quelling Blade | 37 | 94.87% | 81.1 | 59.46% | +59.46% | +18.32% | -3.90% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Void Stone | 35 | 89.74% | 78.4 | 60.00% | +35.00% | +28.89% | -26.67% | -9.06% | 17:01 | 11:23 | 12:58 | 15:55 | 19:06 | 34:59 | 06:08 | 04:32 |
 | Bracer | 11 | 28.21% | 75.7 | 72.73% | +22.73% | -39.40% | -6.06% | 33.34% | 01:55 | -01:24 | 01:59 | 02:04 | 02:27 | 02:39 | 00:28 | 00:20 |
 | Soul Ring | 39 | 100.00% | 73.0 | 56.41% | +56.41% | -6.41% | -16.41% | -4.88% | 05:03 | 02:05 | 03:49 | 04:52 | 05:52 | 12:36 | 02:03 | 01:31 |
 | Magic Stick | 39 | 100.00% | 70.3 | 56.41% | +56.41% | -16.41% | -6.41% | 1.53% | 03:41 | -01:29 | 00:39 | 02:29 | 07:10 | 11:15 | 06:31 | 04:49 |
 | Boots of Speed | 39 | 100.00% | 67.6 | 56.41% | +56.41% | +33.59% | -26.41% | -37.50% | 05:26 | 02:18 | 04:29 | 05:13 | 06:05 | 09:53 | 01:36 | 01:11 |
 | Ring of Protection | 39 | 100.00% | 64.9 | 56.41% | +56.41% | +23.59% | -6.41% | -20.00% | 01:13 | -01:29 | -01:29 | -01:20 | 02:59 | 11:49 | 04:28 | 03:18 |
 | Arcane Boots | 39 | 100.00% | 62.2 | 56.41% | +56.41% | +13.59% | -16.41% | -23.38% | 08:23 | 06:10 | 07:17 | 07:47 | 08:34 | 15:03 | 01:17 | 00:57 |
 | Hood of Defiance | 36 | 92.31% | 59.5 | 52.78% | -47.22% | +13.89% | -30.56% | -23.19% | 11:17 | 07:03 | 10:13 | 10:49 | 12:08 | 20:46 | 01:55 | 01:25 |
 | Ring of Health | 36 | 92.31% | 56.8 | 52.78% | -47.22% | -8.34% | -30.56% | -9.80% | 09:51 | 03:01 | 09:04 | 10:21 | 11:20 | 20:39 | 02:16 | 01:40 |
 | Bloodstone | 3 | 7.69% | 54.1 | 100.00% | +47.22% | 0.00% | 0.00% | 0.00% | 24:20 | 21:35 | 21:35 | 24:50 | 26:36 | 26:36 | 05:01 | 03:42 |
 | Lotus Orb | 15 | 38.46% | 51.4 | 60.00% | +5.83% | +15.00% | +40.00% | 2.42% | 23:51 | 17:03 | 18:47 | 21:53 | 29:06 | 35:21 | 10:19 | 07:38 |
 | Aghanim's Shard | 11 | 28.21% | 48.6 | 63.64% | +10.07% | +3.03% | +3.03% | 0.00% | 32:49 | 21:48 | 25:30 | 29:35 | 38:26 | 51:29 | 12:56 | 09:34 |
 | Heaven's Halberd | 6 | 15.38% | 45.9 | 66.67% | +12.12% | +33.33% | -66.67% | 0.00% | 29:16 | 14:33 | 22:09 | 24:30 | 35:33 | 50:54 | 13:24 | 09:55 |
 | Overwhelming Blink | 2 | 5.13% | 43.2 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 44:53 | 43:52 | 43:52 | 45:53 | 45:53 | 45:53 | 02:01 | 01:29 |
 | Blink Dagger | 5 | 12.82% | 40.5 | 60.00% | +4.12% | -60.00% | +40.00% | 0.00% | 35:07 | 21:35 | 21:35 | 38:20 | 39:17 | 43:10 | 17:42 | 13:06 |
 | Black King Bar | 9 | 23.08% | 37.8 | 33.33% | -30.00% | +16.67% | -33.33% | 0.00% | 32:24 | 27:11 | 28:25 | 31:58 | 36:32 | 38:02 | 08:07 | 06:00 |
 | Yasha | 1 | 2.56% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Manta Style | 1 | 2.56% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.56% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:30 | 51:30 | 51:30 | 51:30 | 51:30 | 51:30 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 5.13% | 27.0 | 50.00% | -6.76% | +50.00% | 0.00% | 0.00% | 35:50 | 35:47 | 35:47 | 35:52 | 35:52 | 35:52 | 00:05 | 00:03 |
 | Aghanim's Scepter | 2 | 5.13% | 24.3 | 50.00% | -6.76% | +50.00% | 0.00% | 0.00% | 35:27 | 32:55 | 32:55 | 37:58 | 37:58 | 37:58 | 05:03 | 03:44 |
 | Scythe of Vyse | 2 | 5.13% | 21.6 | 50.00% | -6.76% | +50.00% | 0.00% | 0.00% | 43:50 | 38:46 | 38:46 | 48:53 | 48:53 | 48:53 | 10:07 | 07:29 |
 | Orb of Venom | 4 | 10.26% | 18.9 | 25.00% | -35.00% | +75.00% | -25.00% | 0.00% | 03:07 | 01:17 | 01:17 | 02:28 | 03:01 | 05:41 | 01:44 | 01:17 |
 | Chainmail | 1 | 2.56% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.56% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.56% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 58:05 | 00:00 | 00:00 |
 | Headdress | 1 | 2.56% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Buckler | 1 | 2.56% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.56% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |