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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 | |
 | Butterfly | 22 | 59.46% | 100.0 | 68.18% | +41.51% | +15.15% | -28.18% | -9.09% | 27:57 | 24:12 | 25:34 | 27:25 | 30:20 | 37:25 | 04:46 | 03:31 |
 | Aghanim's Shard | 12 | 32.43% | 97.7 | 75.00% | +35.00% | -8.33% | -41.67% | -4.05% | 35:01 | 22:51 | 28:23 | 34:25 | 36:37 | 53:07 | 08:14 | 06:05 |
 | Wraith Band | 25 | 67.57% | 95.3 | 64.00% | +39.00% | -14.00% | -30.67% | -16.67% | 02:07 | 01:04 | 01:34 | 01:46 | 02:24 | 06:57 | 00:50 | 00:37 |
 | Quelling Blade | 37 | 100.00% | 93.0 | 51.35% | +51.35% | +15.32% | -6.91% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 37 | 100.00% | 90.7 | 51.35% | +51.35% | +4.21% | -18.02% | -13.89% | 04:15 | 02:17 | 03:24 | 04:10 | 05:00 | 07:06 | 01:36 | 01:11 |
 | Manta Style | 37 | 100.00% | 88.4 | 51.35% | +51.35% | -6.91% | -6.91% | 0.00% | 14:36 | 12:51 | 13:53 | 14:37 | 15:00 | 17:19 | 01:07 | 00:49 |
 | Heart of Tarrasque | 37 | 100.00% | 86.0 | 51.35% | +51.35% | +15.32% | -6.91% | -6.44% | 22:11 | 18:59 | 20:09 | 22:17 | 23:36 | 28:20 | 03:27 | 02:33 |
 | Power Treads | 37 | 100.00% | 83.7 | 51.35% | +51.35% | -6.91% | +4.21% | 11.12% | 06:16 | 04:44 | 05:47 | 06:12 | 06:44 | 07:43 | 00:57 | 00:42 |
 | Yasha | 37 | 100.00% | 81.4 | 51.35% | +51.35% | -18.02% | -6.91% | 8.13% | 10:54 | 08:20 | 10:14 | 10:57 | 11:36 | 12:52 | 01:22 | 01:00 |
 | Skull Basher | 7 | 18.92% | 79.1 | 71.43% | +24.76% | +28.57% | -21.43% | 0.00% | 29:47 | 26:42 | 27:22 | 28:26 | 30:28 | 35:08 | 03:06 | 02:17 |
 | Wind Lace | 7 | 18.92% | 76.7 | 71.43% | +24.76% | -21.43% | +28.57% | 0.00% | 07:43 | 05:35 | 07:14 | 07:18 | 07:41 | 11:04 | 00:27 | 00:20 |
 | Vanguard | 5 | 13.51% | 74.4 | 80.00% | +33.12% | +20.00% | +20.00% | 0.00% | 29:41 | 19:50 | 19:50 | 33:33 | 35:05 | 36:00 | 15:15 | 11:17 |
 | Abyssal Blade | 5 | 13.51% | 72.1 | 80.00% | +33.12% | -80.00% | +20.00% | 0.00% | 32:58 | 29:11 | 29:11 | 33:52 | 35:19 | 36:06 | 06:08 | 04:32 |
 | Ring of Health | 5 | 13.51% | 69.8 | 80.00% | +33.12% | +20.00% | +20.00% | 0.00% | 29:28 | 19:35 | 19:35 | 33:33 | 35:05 | 35:08 | 15:30 | 11:28 |
 | Cornucopia | 22 | 59.46% | 67.4 | 50.00% | -3.33% | 0.00% | +30.00% | 3.23% | 23:44 | 14:54 | 15:55 | 17:13 | 25:13 | 1:02:14 | 09:18 | 06:53 |
 | Eye of Skadi | 10 | 27.03% | 65.1 | 60.00% | +11.85% | +6.67% | -60.00% | -8.33% | 29:52 | 20:12 | 26:19 | 30:40 | 34:19 | 37:33 | 08:00 | 05:55 |
 | Magic Stick | 25 | 67.57% | 62.8 | 44.00% | -22.67% | +6.00% | -10.67% | -16.67% | -00:47 | -01:30 | -01:29 | -01:29 | -01:28 | 02:40 | 00:01 | 00:00 |
 | Bloodthorn | 11 | 29.73% | 60.5 | 54.55% | +4.55% | +45.45% | -21.22% | -7.74% | 34:15 | 26:22 | 28:19 | 35:39 | 36:56 | 43:13 | 08:37 | 06:22 |
 | Orchid Malevolence | 18 | 48.65% | 58.1 | 44.44% | -13.45% | +15.56% | +5.56% | -1.73% | 20:34 | 16:19 | 17:37 | 18:44 | 23:24 | 28:27 | 05:47 | 04:17 |
 | Linken's Sphere | 4 | 10.81% | 55.8 | 75.00% | +26.52% | +25.00% | +25.00% | 0.00% | 38:04 | 29:22 | 29:22 | 31:34 | 39:05 | 52:15 | 09:43 | 07:11 |
 | Javelin | 2 | 5.41% | 53.5 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 38:21 | 36:46 | 36:46 | 39:55 | 39:55 | 39:55 | 03:09 | 02:20 |
 | Monkey King Bar | 2 | 5.41% | 51.2 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 39:08 | 37:35 | 37:35 | 40:40 | 40:40 | 40:40 | 03:05 | 02:17 |
 | Swift Blink | 2 | 5.41% | 48.8 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 46:37 | 46:33 | 46:33 | 46:40 | 46:40 | 46:40 | 00:07 | 00:05 |
 | Mage Slayer | 13 | 35.14% | 46.5 | 46.15% | -8.02% | +20.52% | -12.82% | -3.12% | 31:53 | 21:28 | 25:43 | 32:08 | 36:25 | 43:07 | 10:42 | 07:55 |
 | Black King Bar | 7 | 18.92% | 44.2 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 34:35 | 28:33 | 28:40 | 33:48 | 35:08 | 43:58 | 06:28 | 04:47 |
 | Diffusal Blade | 7 | 18.92% | 41.9 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 19:10 | 16:48 | 17:59 | 18:08 | 18:21 | 23:08 | 00:22 | 00:16 |
 | Void Stone | 6 | 16.22% | 39.5 | 50.00% | -1.61% | 0.00% | -50.00% | 0.00% | 36:56 | 30:16 | 34:29 | 35:30 | 38:42 | 46:07 | 04:13 | 03:07 |
 | Moon Shard | 3 | 8.11% | 37.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 51:54 | 46:36 | 46:36 | 53:43 | 55:23 | 55:23 | 08:47 | 06:30 |
 | Boots of Travel 2 | 3 | 8.11% | 34.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 42:28 | 39:09 | 39:09 | 44:02 | 44:12 | 44:12 | 05:03 | 03:44 |
 | Disperser | 3 | 8.11% | 32.6 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 38:43 | 36:16 | 36:16 | 37:24 | 42:29 | 42:29 | 06:13 | 04:36 |
 | Blink Dagger | 3 | 8.11% | 30.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 42:19 | 34:14 | 34:14 | 46:16 | 46:28 | 46:28 | 12:14 | 09:03 |
 | Scythe of Vyse | 7 | 18.92% | 27.9 | 42.86% | -10.47% | +7.14% | +7.14% | 0.00% | 36:40 | 30:16 | 34:29 | 35:30 | 36:34 | 46:07 | 02:05 | 01:32 |
 | Helm of Iron Will | 4 | 10.81% | 25.6 | 50.00% | -1.52% | -50.00% | +50.00% | 0.00% | 28:47 | 25:37 | 25:37 | 28:17 | 29:09 | 32:04 | 03:32 | 02:37 |
 | Nullifier | 4 | 10.81% | 23.3 | 50.00% | -1.52% | -50.00% | +50.00% | 0.00% | 30:28 | 28:39 | 28:39 | 28:53 | 32:00 | 32:20 | 03:21 | 02:28 |
 | Buckler | 1 | 2.70% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.70% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:33 | 10:33 | 10:33 | 10:33 | 10:33 | 10:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.70% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 36:16 | 00:00 | 00:00 |
 | Radiance | 1 | 2.70% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.70% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 1:02:41 | 00:00 | 00:00 |
 | Magic Wand | 10 | 27.03% | 9.3 | 30.00% | -29.26% | +3.33% | +20.00% | 3.14% | 04:22 | -01:28 | 01:31 | 04:16 | 06:50 | 09:28 | 05:19 | 03:56 |
 | Aghanim's Blessing | 2 | 5.41% | 7.0 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 50:20 | 49:55 | 49:55 | 50:44 | 50:44 | 50:44 | 00:49 | 00:36 |
 | Aghanim's Scepter | 2 | 5.41% | 7.0 | 50.00% | -1.43% | +50.00% | 0.00% | 0.00% | 50:20 | 49:55 | 49:55 | 50:44 | 50:44 | 50:44 | 00:49 | 00:36 |
 | Ring of Basilius | 8 | 21.62% | 2.3 | 12.50% | -49.57% | -12.50% | +37.50% | 45.45% | 06:31 | 04:47 | 05:45 | 06:16 | 06:51 | 08:10 | 01:06 | 00:48 |