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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 | |
 | Magic Wand | 23 | 58.97% | 100.0 | 78.26% | +22.01% | +5.07% | -11.59% | -1.67% | 07:07 | -00:08 | 02:35 | 04:26 | 12:32 | 18:52 | 09:57 | 07:22 |
 | Swift Blink | 13 | 33.33% | 97.8 | 84.62% | +23.08% | +15.38% | -17.95% | -3.47% | 47:22 | 35:32 | 40:39 | 45:26 | 50:15 | 1:18:23 | 09:36 | 07:06 |
 | Butterfly | 25 | 64.10% | 95.6 | 76.00% | +18.86% | +24.00% | +7.33% | -2.20% | 28:34 | 20:16 | 23:18 | 28:02 | 30:53 | 41:23 | 07:35 | 05:37 |
 | Sange and Yasha | 18 | 46.15% | 93.3 | 77.78% | +15.88% | +2.22% | -2.78% | -1.36% | 19:19 | 16:52 | 17:28 | 18:21 | 21:08 | 25:53 | 03:40 | 02:42 |
 | Sange | 18 | 46.15% | 91.1 | 77.78% | +15.88% | +2.22% | +22.22% | 5.61% | 19:02 | 16:17 | 17:18 | 18:05 | 20:52 | 24:54 | 03:34 | 02:38 |
 | Quelling Blade | 39 | 100.00% | 88.9 | 69.23% | +69.23% | -9.23% | +0.77% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Boots of Speed | 39 | 100.00% | 86.7 | 69.23% | +69.23% | +10.77% | -9.23% | -15.38% | 02:46 | 01:00 | 02:00 | 02:49 | 03:18 | 06:47 | 01:18 | 00:57 |
 | Yasha | 39 | 100.00% | 84.4 | 69.23% | +69.23% | +20.77% | -29.23% | -21.74% | 16:53 | 13:50 | 15:37 | 16:32 | 17:55 | 21:22 | 02:18 | 01:42 |
 | Aghanim's Shard | 14 | 35.90% | 82.2 | 78.57% | +14.57% | -28.57% | +21.43% | 4.39% | 33:49 | 21:50 | 27:36 | 32:10 | 38:59 | 56:50 | 11:23 | 08:25 |
 | Wraith Band | 27 | 69.23% | 80.0 | 70.37% | +3.70% | +15.34% | -13.23% | -20.90% | 02:45 | 00:29 | 01:32 | 02:02 | 02:54 | 09:27 | 01:22 | 01:00 |
 | Vanguard | 8 | 20.51% | 77.8 | 87.50% | +22.98% | +12.50% | +12.50% | 0.00% | 37:03 | 17:36 | 29:13 | 34:51 | 42:52 | 53:58 | 13:39 | 10:06 |
 | Chainmail | 8 | 20.51% | 75.6 | 87.50% | +22.98% | +12.50% | -37.50% | 0.00% | 05:46 | 04:14 | 04:17 | 05:28 | 06:32 | 07:40 | 02:15 | 01:40 |
 | Ring of Health | 8 | 20.51% | 73.3 | 87.50% | +22.98% | +12.50% | +12.50% | 0.00% | 35:03 | 01:38 | 29:13 | 34:51 | 42:52 | 53:58 | 13:39 | 10:06 |
 | Abyssal Blade | 8 | 20.51% | 71.1 | 87.50% | +22.98% | +12.50% | +12.50% | 0.00% | 38:30 | 25:50 | 29:18 | 35:57 | 43:07 | 54:20 | 13:49 | 10:14 |
 | Phase Boots | 8 | 20.51% | 68.9 | 87.50% | +22.98% | +12.50% | -37.50% | 0.00% | 06:28 | 05:02 | 05:14 | 06:07 | 07:10 | 08:06 | 01:56 | 01:25 |
 | Aghanim's Scepter | 19 | 48.72% | 66.7 | 73.68% | +8.68% | +26.32% | -13.68% | -4.07% | 36:00 | 23:41 | 29:02 | 35:54 | 38:52 | 57:05 | 09:50 | 07:17 |
 | Magic Stick | 29 | 74.36% | 64.4 | 68.97% | -1.03% | -11.83% | +16.74% | 28.57% | 00:37 | -01:29 | -01:29 | -01:29 | 01:18 | 15:55 | 02:47 | 02:03 |
 | Cornucopia | 33 | 84.62% | 62.2 | 66.67% | -16.66% | +20.83% | -16.67% | -17.58% | 08:40 | 03:50 | 07:05 | 08:11 | 09:13 | 16:43 | 02:08 | 01:34 |
 | Battle Fury | 33 | 84.62% | 60.0 | 66.67% | -16.66% | +20.83% | -29.17% | -27.03% | 13:42 | 11:10 | 12:37 | 13:26 | 14:28 | 17:11 | 01:51 | 01:22 |
 | Javelin | 18 | 46.15% | 57.8 | 72.22% | +5.55% | +7.78% | -22.22% | -1.36% | 27:57 | 08:49 | 11:44 | 30:54 | 33:43 | 57:00 | 21:59 | 16:17 |
 | Blink Dagger | 15 | 38.46% | 55.6 | 73.33% | +6.66% | +26.67% | -23.33% | -4.75% | 37:50 | 23:57 | 32:08 | 38:45 | 42:40 | 48:06 | 10:32 | 07:48 |
 | Wind Lace | 15 | 38.46% | 53.3 | 73.33% | +6.66% | -23.33% | +1.67% | 3.97% | 10:49 | 02:50 | 07:04 | 11:44 | 13:22 | 17:23 | 06:18 | 04:40 |
 | Power Treads | 31 | 79.49% | 51.1 | 64.52% | -22.98% | +10.48% | -14.52% | -15.79% | 06:52 | 03:44 | 05:20 | 06:12 | 06:55 | 16:08 | 01:35 | 01:10 |
 | Aghanim's Blessing | 12 | 30.77% | 48.9 | 75.00% | +8.33% | +25.00% | -41.67% | -6.10% | 45:10 | 34:19 | 37:29 | 45:17 | 48:25 | 57:05 | 10:56 | 08:05 |
 | Skull Basher | 14 | 35.90% | 46.7 | 71.43% | +3.43% | +3.57% | -4.76% | -1.15% | 30:25 | 23:22 | 26:10 | 28:00 | 33:23 | 53:54 | 07:13 | 05:20 |
 | Manta Style | 20 | 51.28% | 44.4 | 65.00% | -8.68% | -5.00% | -25.00% | -5.31% | 21:57 | 17:35 | 19:07 | 21:03 | 22:53 | 40:42 | 03:46 | 02:47 |
 | Maelstrom | 6 | 15.38% | 42.2 | 83.33% | +16.66% | +16.67% | +16.67% | 0.00% | 15:37 | 10:45 | 12:15 | 12:17 | 14:46 | 30:54 | 02:31 | 01:51 |
 | Mjollnir | 6 | 15.38% | 40.0 | 83.33% | +16.66% | +16.67% | +16.67% | 0.00% | 23:22 | 18:21 | 21:57 | 22:11 | 22:27 | 33:01 | 00:30 | 00:22 |
 | Monkey King Bar | 14 | 35.90% | 37.8 | 64.29% | -7.71% | +10.71% | +2.38% | -1.94% | 37:04 | 29:29 | 33:52 | 34:31 | 38:09 | 57:23 | 04:17 | 03:10 |
 | Diffusal Blade | 3 | 7.69% | 35.6 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 21:30 | 12:49 | 12:49 | 25:33 | 26:09 | 26:09 | 13:20 | 09:52 |
 | Nullifier | 7 | 17.95% | 33.3 | 71.43% | +2.68% | +28.57% | +28.57% | 0.00% | 33:13 | 23:59 | 27:48 | 28:27 | 34:52 | 53:07 | 07:04 | 05:14 |
 | Helm of Iron Will | 7 | 17.95% | 31.1 | 71.43% | +2.68% | -21.43% | +28.57% | 0.00% | 32:34 | 23:13 | 26:28 | 27:48 | 34:02 | 53:03 | 07:34 | 05:36 |
 | Eye of Skadi | 8 | 20.51% | 28.9 | 62.50% | -8.47% | -12.50% | -12.50% | 0.00% | 29:27 | 25:14 | 28:12 | 28:21 | 28:59 | 37:58 | 00:47 | 00:34 |
 | Moon Shard | 2 | 5.13% | 26.7 | 100.00% | +32.43% | 0.00% | 0.00% | 0.00% | 47:15 | 43:36 | 43:36 | 50:54 | 50:54 | 50:54 | 07:18 | 05:24 |
 | Linken's Sphere | 2 | 5.13% | 24.4 | 100.00% | +32.43% | 0.00% | 0.00% | 0.00% | 32:25 | 22:58 | 22:58 | 41:52 | 41:52 | 41:52 | 18:54 | 14:00 |
 | Ring of Basilius | 1 | 2.56% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 06:18 | 00:00 | 00:00 |
 | Desolator | 1 | 2.56% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.56% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 1:08:57 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.56% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 00:00 | 00:00 |
 | Disperser | 1 | 2.56% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.56% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 5.13% | 8.9 | 50.00% | -20.27% | -50.00% | 0.00% | 0.00% | 1:02:48 | 55:17 | 55:17 | 1:10:19 | 1:10:19 | 1:10:19 | 15:02 | 11:08 |
 | Shadow Blade | 3 | 7.69% | 6.7 | 33.33% | -38.89% | +66.67% | 0.00% | 0.00% | 29:01 | 20:10 | 20:10 | 26:23 | 40:30 | 40:30 | 20:20 | 15:03 |
 | Silver Edge | 3 | 7.69% | 4.4 | 33.33% | -38.89% | +66.67% | 0.00% | 0.00% | 32:09 | 24:06 | 24:06 | 29:33 | 42:47 | 42:47 | 18:41 | 13:50 |
 | Crystalys | 3 | 7.69% | 2.2 | 33.33% | -38.89% | +66.67% | 0.00% | 0.00% | 31:48 | 23:31 | 23:31 | 29:33 | 42:21 | 42:21 | 18:50 | 13:57 |