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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 | |
 | Orb of Venom | 14 | 48.28% | 100.0 | 50.00% | +30.00% | 0.00% | +16.67% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 |
 | Aghanim's Scepter | 14 | 48.28% | 97.4 | 50.00% | +30.00% | 0.00% | +50.00% | 8.04% | 26:35 | 19:04 | 24:29 | 25:52 | 30:42 | 33:15 | 06:13 | 04:36 |
 | Headdress | 20 | 68.97% | 94.9 | 45.00% | +33.89% | -5.00% | -5.00% | 0.00% | 17:18 | 09:28 | 13:27 | 14:54 | 20:32 | 29:53 | 07:05 | 05:14 |
 | Arcane Boots | 20 | 68.97% | 92.3 | 45.00% | +33.89% | -5.00% | -5.00% | 0.00% | 14:32 | 10:29 | 11:06 | 12:42 | 15:05 | 27:17 | 03:59 | 02:57 |
 | Pipe of Insight | 2 | 6.90% | 89.7 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 22:58 | 22:42 | 22:42 | 23:13 | 23:13 | 23:13 | 00:31 | 00:22 |
 | Hood of Defiance | 2 | 6.90% | 87.2 | 100.00% | +70.37% | 0.00% | 0.00% | 0.00% | 19:52 | 18:39 | 18:39 | 21:05 | 21:05 | 21:05 | 02:26 | 01:48 |
 | Magic Wand | 26 | 89.66% | 84.6 | 38.46% | +38.46% | -24.17% | -21.79% | 0.39% | 12:27 | 01:55 | 07:58 | 11:36 | 14:04 | 34:17 | 06:06 | 04:31 |
 | Holy Locket | 16 | 55.17% | 82.1 | 43.75% | +20.67% | +31.25% | -18.75% | -9.26% | 19:58 | 14:33 | 16:07 | 17:37 | 21:31 | 34:17 | 05:24 | 04:00 |
 | Boots of Speed | 29 | 100.00% | 79.5 | 34.48% | +34.48% | -20.19% | +8.38% | 5.99% | 06:32 | -01:29 | 04:28 | 06:49 | 09:14 | 12:07 | 04:46 | 03:31 |
 | Magic Stick | 29 | 100.00% | 76.9 | 34.48% | +34.48% | -5.91% | +8.38% | 2.83% | 03:57 | -01:29 | 01:12 | 02:52 | 06:15 | 13:29 | 05:03 | 03:44 |
 | Fluffy Hat | 21 | 72.41% | 74.4 | 38.10% | +13.10% | +41.90% | -38.10% | -11.14% | 14:30 | 04:28 | 09:26 | 13:54 | 16:37 | 33:59 | 07:11 | 05:19 |
 | Force Staff | 4 | 13.79% | 71.8 | 50.00% | +18.00% | +50.00% | +50.00% | 0.00% | 26:45 | 21:29 | 21:29 | 24:21 | 25:39 | 35:30 | 04:10 | 03:05 |
 | Ring of Health | 4 | 13.79% | 69.2 | 50.00% | +18.00% | +50.00% | -50.00% | -7.28% | 26:21 | 18:39 | 18:39 | 20:31 | 32:23 | 33:52 | 13:44 | 10:10 |
 | Wind Lace | 9 | 31.03% | 66.7 | 33.33% | -1.67% | +16.67% | -33.33% | -4.14% | 06:29 | -01:29 | -01:29 | 02:35 | 13:34 | 23:48 | 15:03 | 11:08 |
 | Helm of Iron Will | 2 | 6.90% | 64.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 35:21 | 33:58 | 33:58 | 36:44 | 36:44 | 36:44 | 02:46 | 02:02 |
 | Quelling Blade | 4 | 13.79% | 61.5 | 25.00% | -11.00% | -25.00% | +75.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 6.90% | 59.0 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 19:51 | 15:51 | 15:51 | 23:51 | 23:51 | 23:51 | 08:00 | 05:55 |
 | Crimson Guard | 1 | 3.45% | 56.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Echo Sabre | 2 | 6.90% | 53.8 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 14:03 | 14:00 | 14:00 | 14:05 | 14:05 | 14:05 | 00:05 | 00:03 |
 | Glimmer Cape | 2 | 6.90% | 51.3 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 28:21 | 16:41 | 16:41 | 40:00 | 40:00 | 40:00 | 23:19 | 17:16 |
 | Spirit Vessel | 2 | 6.90% | 48.7 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 24:06 | 23:09 | 23:09 | 25:02 | 25:02 | 25:02 | 01:53 | 01:23 |
 | Soul Ring | 4 | 13.79% | 46.2 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 08:24 | 03:25 | 03:25 | 06:30 | 07:22 | 16:18 | 03:57 | 02:55 |
 | Sange | 1 | 3.45% | 43.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 |
 | Radiance | 1 | 3.45% | 41.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Chainmail | 5 | 17.24% | 38.5 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 10:44 | 07:10 | 07:10 | 10:31 | 13:28 | 14:57 | 06:18 | 04:40 |
 | Vanguard | 1 | 3.45% | 35.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 |
 | Black King Bar | 2 | 6.90% | 33.3 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 23:38 | 20:05 | 20:05 | 27:11 | 27:11 | 27:11 | 07:06 | 05:15 |
 | Refresher Orb | 1 | 3.45% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 6.90% | 28.2 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 14:05 | 10:22 | 10:22 | 17:48 | 17:48 | 17:48 | 07:26 | 05:30 |
 | Ring of Basilius | 1 | 3.45% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Buckler | 1 | 3.45% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.45% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Mekansm | 1 | 3.45% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 |
 | Bracer | 1 | 3.45% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.45% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Phase Boots | 3 | 10.34% | 10.3 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 09:29 | 07:27 | 07:27 | 10:00 | 11:01 | 11:01 | 03:34 | 02:38 |
 | Morbid Mask | 1 | 3.45% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 20.69% | 5.1 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 11:08 | 02:39 | 04:10 | 07:01 | 16:18 | 28:31 | 12:08 | 08:59 |
 | Aghanim's Shard | 2 | 6.90% | 2.6 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 33:33 | 27:22 | 27:22 | 39:44 | 39:44 | 39:44 | 12:22 | 09:09 |