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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 | |
 | Aghanim's Scepter | 7 | 19.44% | 100.0 | 85.71% | +58.12% | +14.29% | -35.71% | -8.45% | 29:34 | 24:10 | 25:23 | 27:54 | 31:18 | 38:08 | 05:55 | 04:22 |
 | Boots of Speed | 36 | 100.00% | 97.4 | 38.89% | +38.89% | -5.56% | +16.67% | 5.68% | 02:35 | -01:29 | -01:29 | 03:36 | 05:24 | 10:16 | 06:53 | 05:05 |
 | Phase Boots | 12 | 33.33% | 94.7 | 50.00% | +16.67% | -16.67% | -16.67% | 0.00% | 16:06 | 06:59 | 09:39 | 12:16 | 20:30 | 35:06 | 10:51 | 08:02 |
 | Magic Stick | 33 | 91.67% | 92.1 | 36.36% | -30.31% | +1.14% | +1.14% | 0.00% | 06:08 | -01:29 | 02:44 | 05:17 | 08:35 | 19:53 | 05:51 | 04:20 |
 | Black King Bar | 2 | 5.56% | 89.5 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 27:08 | 23:08 | 23:08 | 31:07 | 31:07 | 31:07 | 07:59 | 05:54 |
 | Ghost Scepter | 2 | 5.56% | 86.8 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 36:30 | 35:45 | 35:45 | 37:14 | 37:14 | 37:14 | 01:29 | 01:05 |
 | Orb of Venom | 23 | 63.89% | 84.2 | 39.13% | +0.67% | +10.87% | -5.80% | -16.67% | -00:35 | -01:29 | -01:29 | -01:29 | -01:25 | 02:55 | 00:04 | 00:02 |
 | Magic Wand | 23 | 63.89% | 81.6 | 39.13% | +0.67% | -5.80% | -5.80% | 0.00% | 11:52 | 06:23 | 09:18 | 11:29 | 12:52 | 21:34 | 03:34 | 02:38 |
 | Bracer | 7 | 19.44% | 78.9 | 57.14% | +22.66% | -7.14% | -7.14% | 0.00% | 12:28 | 05:46 | 09:36 | 11:55 | 14:41 | 19:34 | 05:05 | 03:45 |
 | Chainmail | 16 | 44.44% | 76.3 | 37.50% | -2.50% | -12.50% | -12.50% | 0.00% | 14:50 | 05:17 | 07:57 | 12:31 | 17:02 | 35:03 | 09:05 | 06:43 |
 | Tranquil Boots | 17 | 47.22% | 73.7 | 35.29% | -6.82% | -10.29% | -10.29% | 0.00% | 10:11 | 04:04 | 04:46 | 11:05 | 12:08 | 20:50 | 07:22 | 05:27 |
 | Wind Lace | 22 | 61.11% | 71.1 | 31.82% | -18.18% | +1.51% | +8.18% | 0.89% | 08:21 | -01:29 | 04:07 | 06:57 | 11:39 | 20:40 | 07:32 | 05:34 |
 | Aghanim's Shard | 7 | 19.44% | 68.4 | 42.86% | +4.93% | -42.86% | +57.14% | 8.75% | 29:08 | 20:02 | 21:41 | 32:21 | 33:07 | 37:21 | 11:26 | 08:28 |
 | Urn of Shadows | 8 | 22.22% | 65.8 | 37.50% | -1.79% | +62.50% | -37.50% | -37.97% | 11:23 | 06:23 | 09:16 | 10:43 | 11:54 | 16:22 | 02:38 | 01:57 |
 | Ring of Protection | 9 | 25.00% | 63.2 | 33.33% | -7.41% | +16.67% | -33.33% | -11.90% | 12:10 | 06:23 | 08:20 | 11:08 | 12:32 | 25:44 | 04:12 | 03:06 |
 | Crimson Guard | 1 | 2.78% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.78% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 |
 | Drum of Endurance | 6 | 16.67% | 55.3 | 33.33% | -6.67% | +16.67% | +66.67% | 5.18% | 29:19 | 20:35 | 20:55 | 23:00 | 30:34 | 51:28 | 09:39 | 07:08 |
 | Fluffy Hat | 8 | 22.22% | 52.6 | 25.00% | -17.86% | +75.00% | -25.00% | -13.30% | 13:18 | 05:35 | 08:44 | 12:24 | 16:15 | 20:12 | 07:31 | 05:34 |
 | Quelling Blade | 2 | 5.56% | 50.0 | 50.00% | +11.76% | -50.00% | 0.00% | 0.00% | 05:22 | -01:29 | -01:29 | 12:12 | 12:12 | 12:12 | 13:41 | 10:08 |
 | Glimmer Cape | 2 | 5.56% | 47.4 | 50.00% | +11.76% | -50.00% | 0.00% | 0.00% | 29:39 | 27:06 | 27:06 | 32:11 | 32:11 | 32:11 | 05:05 | 03:45 |
 | Vanguard | 2 | 5.56% | 44.7 | 50.00% | +11.76% | +50.00% | 0.00% | 0.00% | 28:35 | 21:37 | 21:37 | 35:33 | 35:33 | 35:33 | 13:56 | 10:19 |
 | Heaven's Halberd | 2 | 5.56% | 42.1 | 50.00% | +11.76% | -50.00% | 0.00% | 0.00% | 34:16 | 28:31 | 28:31 | 40:01 | 40:01 | 40:01 | 11:30 | 08:31 |
 | Ring of Health | 3 | 8.33% | 39.5 | 33.33% | -6.06% | +66.67% | 0.00% | 0.00% | 27:51 | 21:37 | 21:37 | 26:22 | 35:33 | 35:33 | 13:56 | 10:19 |
 | Sange | 3 | 8.33% | 36.8 | 33.33% | -6.06% | -33.33% | 0.00% | 0.00% | 33:13 | 22:47 | 22:47 | 36:49 | 40:02 | 40:02 | 17:15 | 12:46 |
 | Orb of Corrosion | 4 | 11.11% | 34.2 | 25.00% | -15.63% | +75.00% | -25.00% | -25.32% | 12:58 | 08:27 | 08:27 | 10:20 | 12:24 | 20:42 | 03:57 | 02:55 |
 | Blight Stone | 5 | 13.89% | 31.6 | 20.00% | -21.94% | -20.00% | -20.00% | 0.00% | 09:55 | -01:29 | -01:29 | 09:37 | 17:02 | 20:12 | 18:31 | 13:42 |
 | Power Treads | 3 | 8.33% | 28.9 | 0.00% | -42.42% | 0.00% | 0.00% | 0.00% | 11:36 | 07:38 | 07:38 | 11:53 | 15:18 | 15:18 | 07:40 | 05:40 |
 | Blade Mail | 3 | 8.33% | 26.3 | 0.00% | -42.42% | 0.00% | 0.00% | 0.00% | 22:05 | 15:39 | 15:39 | 20:54 | 29:43 | 29:43 | 14:04 | 10:25 |
 | Shadow Blade | 1 | 2.78% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.78% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.78% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 17:02 | 00:00 | 00:00 |
 | Headdress | 1 | 2.78% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 27:49 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.78% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Buckler | 1 | 2.78% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.78% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.78% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.78% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |