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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 | |
 | Pipe of Insight | 2 | 33.33% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 17:36 | 14:58 | 14:58 | 20:14 | 20:14 | 20:14 | 05:16 | 03:54 |
 | Hood of Defiance | 2 | 33.33% | 97.4 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:07 | 11:07 | 11:22 | 11:22 | 11:22 | 00:15 | 00:11 |
 | Headdress | 2 | 33.33% | 94.7 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 16:12 | 13:43 | 13:43 | 18:41 | 18:41 | 18:41 | 04:58 | 03:40 |
 | Black King Bar | 4 | 66.67% | 92.1 | 75.00% | +75.00% | -75.00% | +25.00% | 16.95% | 24:31 | 19:14 | 19:14 | 23:57 | 25:08 | 29:46 | 05:54 | 04:22 |
 | Chainmail | 5 | 83.33% | 89.5 | 60.00% | +60.00% | -60.00% | +40.00% | 8.33% | 12:07 | 03:13 | 03:13 | 13:23 | 15:13 | 21:22 | 12:00 | 08:53 |
 | Quelling Blade | 5 | 83.33% | 86.8 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Vanguard | 5 | 83.33% | 84.2 | 60.00% | +60.00% | +40.00% | -60.00% | -22.81% | 07:35 | 05:06 | 05:06 | 08:11 | 09:29 | 09:48 | 04:23 | 03:14 |
 | Phase Boots | 5 | 83.33% | 81.6 | 60.00% | +60.00% | -60.00% | +40.00% | 7.71% | 13:40 | 05:44 | 05:44 | 14:14 | 18:42 | 21:57 | 12:58 | 09:36 |
 | Ring of Health | 5 | 83.33% | 78.9 | 60.00% | +60.00% | -60.00% | -60.00% | 0.00% | 03:15 | 02:14 | 02:14 | 02:37 | 03:27 | 05:21 | 01:13 | 00:54 |
 | Boots of Speed | 6 | 100.00% | 76.3 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 05:48 | 03:26 | 04:22 | 05:42 | 06:36 | 08:27 | 02:14 | 01:39 |
 | Magic Stick | 6 | 100.00% | 73.7 | 50.00% | +50.00% | +50.00% | -50.00% | -30.61% | 05:52 | -01:29 | 04:16 | 05:00 | 07:32 | 12:27 | 03:16 | 02:25 |
 | Magic Wand | 6 | 100.00% | 71.1 | 50.00% | +50.00% | 0.00% | -50.00% | -8.82% | 09:46 | 06:10 | 07:27 | 08:15 | 13:07 | 15:17 | 05:40 | 04:11 |
 | Void Stone | 4 | 66.67% | 68.4 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 24:40 | 10:28 | 10:28 | 20:35 | 33:00 | 34:35 | 22:32 | 16:41 |
 | Wind Lace | 4 | 66.67% | 65.8 | 50.00% | 0.00% | +50.00% | -50.00% | -21.90% | 14:30 | 08:45 | 08:45 | 10:57 | 13:19 | 24:57 | 04:34 | 03:22 |
 | Octarine Core | 1 | 16.67% | 63.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 16.67% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:42 | 57:42 | 57:42 | 57:42 | 57:42 | 57:42 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 16.67% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Skull Basher | 1 | 16.67% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 00:00 | 00:00 |
 | Moon Shard | 1 | 16.67% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:05 | 1:01:05 | 1:01:05 | 1:01:05 | 1:01:05 | 1:01:05 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 16.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 49:05 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 16.67% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 16.67% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Buckler | 1 | 16.67% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 16.67% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 16.67% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 16.67% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 33.33% | 31.6 | 50.00% | 0.00% | -50.00% | 0.00% | 26.79% | 28:52 | 27:56 | 27:56 | 29:48 | 29:48 | 29:48 | 01:52 | 01:22 |
 | Aether Lens | 2 | 33.33% | 28.9 | 50.00% | 0.00% | -50.00% | 0.00% | 50.00% | 33:39 | 33:32 | 33:32 | 33:45 | 33:45 | 33:45 | 00:13 | 00:09 |
 | Bottle | 2 | 33.33% | 26.3 | 50.00% | 0.00% | +50.00% | 0.00% | -10.07% | 03:52 | 01:23 | 01:23 | 06:21 | 06:21 | 06:21 | 04:58 | 03:40 |
 | Ring of Protection | 2 | 33.33% | 23.7 | 50.00% | 0.00% | -50.00% | 0.00% | 1.94% | 23:42 | 10:48 | 10:48 | 36:35 | 36:35 | 36:35 | 25:47 | 19:05 |
 | Sange | 1 | 16.67% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 16.67% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 16.67% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 16.67% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:50 | 13:50 | 13:50 | 13:50 | 13:50 | 13:50 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 16.67% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 16.67% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 |
 | Wraith Band | 1 | 16.67% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 16.67% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |