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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 | |
 | Soul Ring | 9 | 28.13% | 100.0 | 88.89% | +41.06% | +11.11% | +11.11% | 0.00% | 13:46 | 09:35 | 10:34 | 12:09 | 13:09 | 28:43 | 02:35 | 01:54 |
 | Ring of Health | 7 | 21.88% | 97.4 | 85.71% | +33.71% | -35.71% | +14.29% | 10.79% | 22:09 | 15:07 | 17:50 | 21:30 | 22:28 | 32:41 | 04:38 | 03:25 |
 | Ring of Protection | 16 | 50.00% | 94.9 | 68.75% | +18.75% | +31.25% | -18.75% | -8.26% | 11:14 | -01:29 | 06:34 | 10:46 | 12:37 | 36:11 | 06:03 | 04:28 |
 | Boots of Speed | 32 | 100.00% | 92.3 | 59.38% | +59.38% | -9.38% | +3.12% | 2.35% | 04:00 | -01:29 | -01:29 | 04:58 | 06:48 | 10:48 | 08:17 | 06:08 |
 | Force Staff | 13 | 40.63% | 89.7 | 69.23% | +16.60% | -2.56% | -35.90% | -3.23% | 27:34 | 20:33 | 21:59 | 26:15 | 32:19 | 39:42 | 10:20 | 07:39 |
 | Magic Stick | 31 | 96.88% | 87.2 | 58.06% | -41.94% | +16.94% | -20.56% | -6.64% | 04:22 | -01:29 | 01:27 | 04:15 | 07:06 | 09:51 | 05:39 | 04:11 |
 | Aghanim's Shard | 25 | 78.13% | 84.6 | 60.00% | +2.86% | +40.00% | +6.67% | -2.64% | 25:17 | 15:14 | 19:04 | 24:24 | 31:42 | 37:10 | 12:38 | 09:21 |
 | Magic Wand | 29 | 90.63% | 82.1 | 55.17% | -44.83% | +1.97% | +1.97% | 0.00% | 12:12 | 03:55 | 09:49 | 11:43 | 13:14 | 28:14 | 03:25 | 02:31 |
 | Tranquil Boots | 29 | 90.63% | 79.5 | 55.17% | -44.83% | +1.97% | -12.31% | -2.28% | 09:33 | 03:32 | 06:21 | 07:48 | 12:36 | 20:47 | 06:15 | 04:37 |
 | Wind Lace | 29 | 90.63% | 76.9 | 55.17% | -44.83% | +1.97% | -12.31% | -1.37% | 05:37 | -01:30 | -01:29 | 04:22 | 11:54 | 20:32 | 13:23 | 09:54 |
 | Void Stone | 3 | 9.38% | 74.4 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 24:01 | 21:52 | 21:52 | 23:02 | 27:10 | 27:10 | 05:18 | 03:55 |
 | Fluffy Hat | 17 | 53.13% | 71.8 | 58.82% | -1.18% | +16.18% | -8.82% | -2.61% | 17:31 | 10:51 | 11:40 | 14:31 | 21:15 | 39:42 | 09:35 | 07:05 |
 | Aghanim's Scepter | 6 | 18.75% | 69.2 | 66.67% | +8.98% | -16.67% | +33.33% | 8.24% | 28:54 | 23:10 | 25:42 | 28:35 | 31:46 | 32:48 | 06:04 | 04:29 |
 | Hood of Defiance | 4 | 12.50% | 66.7 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 19:16 | 15:17 | 15:17 | 17:50 | 21:30 | 22:28 | 06:13 | 04:36 |
 | Headdress | 4 | 12.50% | 64.1 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Pipe of Insight | 2 | 6.25% | 61.5 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 31:20 | 28:37 | 28:37 | 34:03 | 34:03 | 34:03 | 05:26 | 04:01 |
 | Chainmail | 2 | 6.25% | 59.0 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 10:35 | 07:04 | 07:04 | 14:06 | 14:06 | 14:06 | 07:02 | 05:12 |
 | Phase Boots | 2 | 6.25% | 56.4 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 11:48 | 07:15 | 07:15 | 16:20 | 16:20 | 16:20 | 09:05 | 06:43 |
 | Vanguard | 2 | 6.25% | 53.8 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 22:54 | 20:20 | 20:20 | 25:27 | 25:27 | 25:27 | 05:07 | 03:47 |
 | Black King Bar | 2 | 6.25% | 51.3 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 37:53 | 29:00 | 29:00 | 46:46 | 46:46 | 46:46 | 17:46 | 13:09 |
 | Orchid Malevolence | 2 | 6.25% | 48.7 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 25:56 | 21:52 | 21:52 | 30:00 | 30:00 | 30:00 | 08:08 | 06:01 |
 | Ring of Basilius | 5 | 15.63% | 46.2 | 60.00% | +0.74% | -60.00% | +40.00% | 5.89% | 23:27 | 11:30 | 11:30 | 24:25 | 28:29 | 37:41 | 16:59 | 12:34 |
 | Urn of Shadows | 6 | 18.75% | 43.6 | 50.00% | -11.54% | 0.00% | -50.00% | -7.77% | 11:31 | 06:43 | 08:03 | 11:52 | 14:29 | 15:20 | 06:26 | 04:45 |
 | Quelling Blade | 3 | 9.38% | 41.0 | 66.67% | +8.05% | +33.33% | 0.00% | 0.00% | 11:20 | -01:29 | -01:29 | 15:03 | 20:26 | 20:26 | 21:55 | 16:14 |
 | Veil of Discord | 1 | 3.13% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Bottle | 1 | 3.13% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:42 | 01:42 | 01:42 | 01:42 | 01:42 | 01:42 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 3.13% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.13% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Crown | 1 | 3.13% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 28:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 3.13% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.13% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 00:00 | 00:00 |
 | Buckler | 2 | 6.25% | 20.5 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 36:56 | 36:11 | 36:11 | 37:41 | 37:41 | 37:41 | 01:30 | 01:06 |
 | Vladmir's Offering | 2 | 6.25% | 17.9 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 36:58 | 36:14 | 36:14 | 37:41 | 37:41 | 37:41 | 01:27 | 01:04 |
 | Morbid Mask | 2 | 6.25% | 15.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 36:56 | 36:11 | 36:11 | 37:41 | 37:41 | 37:41 | 01:30 | 01:06 |
 | Ghost Scepter | 3 | 9.38% | 12.8 | 33.33% | -28.74% | +66.67% | 0.00% | 0.00% | 29:16 | 22:48 | 22:48 | 30:28 | 34:32 | 34:32 | 11:44 | 08:41 |
 | Drum of Endurance | 3 | 9.38% | 10.3 | 33.33% | -28.74% | -33.33% | 0.00% | 0.00% | 18:25 | 17:09 | 17:09 | 17:54 | 20:13 | 20:13 | 03:04 | 02:16 |
 | Bracer | 2 | 6.25% | 7.7 | 0.00% | -63.33% | 0.00% | 0.00% | 0.00% | 25:01 | 10:22 | 10:22 | 39:39 | 39:39 | 39:39 | 29:17 | 21:41 |
 | Glimmer Cape | 1 | 3.13% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.13% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |