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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 | |
 | Buckler | 5 | 55.56% | 100.0 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 15:34 | 10:50 | 10:50 | 16:12 | 16:13 | 20:34 | 05:23 | 03:59 |
 | Guardian Greaves | 5 | 55.56% | 97.2 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 19:52 | 14:36 | 14:36 | 20:50 | 22:22 | 22:57 | 07:46 | 05:45 |
 | Headdress | 6 | 66.67% | 94.4 | 66.67% | +66.67% | +33.33% | -66.67% | -35.93% | 10:05 | 05:19 | 07:57 | 09:33 | 10:44 | 16:30 | 02:47 | 02:03 |
 | Chainmail | 6 | 66.67% | 91.7 | 66.67% | +66.67% | -16.67% | -66.67% | -6.17% | 12:18 | 08:25 | 08:49 | 10:45 | 16:55 | 17:42 | 08:06 | 06:00 |
 | Mekansm | 6 | 66.67% | 88.9 | 66.67% | +66.67% | -16.67% | +33.33% | 7.65% | 14:39 | 10:05 | 12:08 | 13:13 | 18:40 | 20:24 | 06:32 | 04:50 |
 | Wraith Band | 2 | 22.22% | 86.1 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 03:03 | 02:54 | 02:54 | 03:11 | 03:11 | 03:11 | 00:17 | 00:12 |
 | Morbid Mask | 2 | 22.22% | 83.3 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 29:51 | 26:10 | 26:10 | 33:31 | 33:31 | 33:31 | 07:21 | 05:26 |
 | Ring of Basilius | 2 | 22.22% | 80.6 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 29:50 | 26:09 | 26:09 | 33:31 | 33:31 | 33:31 | 07:22 | 05:27 |
 | Vladmir's Offering | 2 | 22.22% | 77.8 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 30:06 | 26:40 | 26:40 | 33:31 | 33:31 | 33:31 | 06:51 | 05:04 |
 | Arcane Boots | 7 | 77.78% | 75.0 | 57.14% | +57.14% | +42.86% | -7.14% | -6.91% | 11:34 | 05:33 | 07:35 | 13:28 | 14:49 | 15:29 | 07:14 | 05:21 |
 | Ring of Protection | 7 | 77.78% | 72.2 | 57.14% | +57.14% | -57.14% | +42.86% | 21.05% | 06:57 | -01:24 | 03:19 | 06:08 | 08:04 | 16:12 | 04:45 | 03:31 |
 | Magic Wand | 8 | 88.89% | 69.4 | 50.00% | +50.00% | 0.00% | -50.00% | -15.79% | 09:54 | -01:29 | 06:04 | 06:43 | 09:14 | 27:03 | 03:10 | 02:20 |
 | Boots of Speed | 9 | 100.00% | 66.7 | 44.44% | +44.44% | +55.56% | -44.44% | -27.78% | 06:01 | 02:23 | 03:09 | 05:09 | 06:45 | 11:19 | 03:36 | 02:40 |
 | Void Stone | 3 | 33.33% | 63.9 | 66.67% | +33.34% | -66.67% | 0.00% | 29.63% | 34:47 | 33:54 | 33:54 | 34:18 | 36:09 | 36:09 | 02:15 | 01:40 |
 | Magic Stick | 8 | 88.89% | 61.1 | 37.50% | -62.50% | +12.50% | +12.50% | 0.00% | 01:51 | -01:29 | -01:29 | -01:29 | 05:18 | 06:47 | 06:47 | 05:01 |
 | Wind Lace | 4 | 44.44% | 58.3 | 50.00% | +10.00% | -50.00% | +50.00% | 9.43% | 13:23 | 06:47 | 06:47 | 07:05 | 17:23 | 22:17 | 10:36 | 07:51 |
 | Hood of Defiance | 1 | 11.11% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 00:00 | 00:00 |
 | Aether Lens | 1 | 11.11% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 11.11% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Octarine Core | 1 | 11.11% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 11.11% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 11.11% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 44:09 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 11.11% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 11.11% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 11.11% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Force Staff | 5 | 55.56% | 30.6 | 40.00% | -10.00% | -40.00% | +60.00% | 12.07% | 23:06 | 17:01 | 17:01 | 22:54 | 25:18 | 27:36 | 08:17 | 06:08 |
 | Urn of Shadows | 5 | 55.56% | 27.8 | 40.00% | -10.00% | -40.00% | +60.00% | 22.81% | 07:16 | 04:30 | 04:30 | 06:24 | 08:53 | 11:00 | 04:23 | 03:14 |
 | Fluffy Hat | 5 | 55.56% | 25.0 | 40.00% | -10.00% | -40.00% | +60.00% | 15.63% | 19:38 | 15:39 | 15:39 | 18:53 | 22:03 | 23:50 | 06:24 | 04:44 |
 | Sange | 2 | 22.22% | 22.2 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 25:26 | 24:40 | 24:40 | 26:12 | 26:12 | 26:12 | 01:32 | 01:08 |
 | Heaven's Halberd | 2 | 22.22% | 19.4 | 50.00% | +7.14% | -50.00% | 0.00% | 0.00% | 27:00 | 26:31 | 26:31 | 27:29 | 27:29 | 27:29 | 00:58 | 00:42 |
 | Ring of Health | 2 | 22.22% | 16.7 | 50.00% | +7.14% | +50.00% | 0.00% | 0.00% | 25:29 | 17:04 | 17:04 | 33:54 | 33:54 | 33:54 | 16:50 | 12:28 |
 | Bracer | 3 | 33.33% | 13.9 | 33.33% | -16.67% | +66.67% | 0.00% | -47.62% | 02:58 | 02:26 | 02:26 | 02:38 | 03:50 | 03:50 | 01:24 | 01:02 |
 | Spirit Vessel | 3 | 33.33% | 11.1 | 33.33% | -16.67% | -33.33% | 0.00% | 5.35% | 13:05 | 10:16 | 10:16 | 12:28 | 16:30 | 16:30 | 06:14 | 04:37 |
 | Lotus Orb | 1 | 11.11% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 11.11% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 11.11% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:45 | 44:45 | 44:45 | 44:45 | 44:45 | 44:45 | 00:00 | 00:00 |