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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 | |
 | Vanguard | 21 | 39.62% | 100.0 | 85.71% | +60.71% | +14.29% | -25.71% | -5.91% | 31:12 | 21:54 | 27:39 | 31:37 | 34:25 | 40:06 | 06:46 | 05:00 |
 | Abyssal Blade | 21 | 39.62% | 98.0 | 85.71% | +60.71% | +14.29% | -25.71% | -6.67% | 32:56 | 27:47 | 29:00 | 32:54 | 35:00 | 40:12 | 06:00 | 04:26 |
 | Morbid Mask | 14 | 26.42% | 96.1 | 85.71% | +49.81% | -10.71% | +14.29% | 3.14% | 30:57 | 17:14 | 25:54 | 29:38 | 33:52 | 53:08 | 07:58 | 05:54 |
 | Satanic | 12 | 22.64% | 94.1 | 83.33% | +44.31% | -16.66% | -16.66% | 0.00% | 34:16 | 25:20 | 29:50 | 32:23 | 36:08 | 53:48 | 06:18 | 04:40 |
 | Skull Basher | 37 | 69.81% | 92.2 | 62.16% | +43.41% | +37.84% | -17.72% | -13.07% | 28:15 | 19:32 | 25:52 | 27:47 | 30:07 | 35:43 | 04:15 | 03:08 |
 | Crystalys | 4 | 7.55% | 90.2 | 100.00% | +55.10% | 0.00% | 0.00% | 0.00% | 31:49 | 30:45 | 30:45 | 31:44 | 32:18 | 32:30 | 01:33 | 01:08 |
 | Manta Style | 9 | 16.98% | 88.2 | 77.78% | +34.60% | -27.78% | +22.22% | 23.81% | 22:51 | 18:37 | 21:27 | 22:40 | 23:33 | 26:23 | 02:06 | 01:33 |
 | Phase Boots | 38 | 71.70% | 86.3 | 57.89% | +31.22% | +12.11% | -2.33% | -6.10% | 07:46 | 04:46 | 06:26 | 07:34 | 08:48 | 15:31 | 02:22 | 01:45 |
 | Chainmail | 38 | 71.70% | 84.3 | 57.89% | +31.22% | +2.11% | -2.33% | -2.10% | 06:36 | 02:02 | 05:21 | 06:27 | 07:28 | 14:50 | 02:07 | 01:34 |
 | Black King Bar | 48 | 90.57% | 82.4 | 54.17% | +54.17% | +45.83% | -37.50% | -30.86% | 21:07 | 17:16 | 19:20 | 20:16 | 22:02 | 35:46 | 02:42 | 02:00 |
 | Yasha | 30 | 56.60% | 80.4 | 56.67% | +17.54% | +5.83% | -13.81% | -3.60% | 21:33 | 11:41 | 18:51 | 21:06 | 24:18 | 37:13 | 05:27 | 04:02 |
 | Ring of Health | 48 | 90.57% | 78.4 | 52.08% | +32.08% | -2.08% | -18.75% | -2.83% | 08:55 | 02:58 | 04:18 | 06:47 | 10:11 | 36:48 | 05:53 | 04:21 |
 | Blink Dagger | 16 | 30.19% | 76.5 | 62.50% | +19.26% | -12.50% | +12.50% | 3.14% | 30:28 | 21:35 | 25:38 | 28:48 | 33:35 | 42:32 | 07:57 | 05:53 |
 | Quelling Blade | 53 | 100.00% | 74.5 | 49.06% | +49.06% | +12.48% | -2.91% | 0.00% | -00:49 | -01:30 | -01:29 | -01:29 | -01:29 | 07:24 | 00:00 | 00:00 |
 | Boots of Speed | 53 | 100.00% | 72.5 | 49.06% | +49.06% | +27.86% | +12.48% | -5.53% | 03:55 | 01:37 | 02:26 | 03:54 | 05:13 | 07:21 | 02:47 | 02:03 |
 | Magic Stick | 45 | 84.91% | 70.6 | 48.89% | -1.11% | -3.44% | -12.53% | -9.09% | -00:29 | -01:30 | -01:29 | -01:29 | -01:28 | 07:46 | 00:01 | 00:00 |
 | Void Stone | 45 | 84.91% | 68.6 | 48.89% | -1.11% | +23.84% | -12.53% | -9.21% | 11:11 | 06:20 | 08:59 | 11:19 | 12:56 | 17:22 | 03:57 | 02:55 |
 | Battle Fury | 45 | 84.91% | 66.7 | 48.89% | -1.11% | +32.93% | -39.80% | -45.93% | 14:21 | 11:35 | 13:22 | 14:12 | 14:57 | 17:22 | 01:35 | 01:10 |
 | Daedalus | 3 | 5.66% | 64.7 | 100.00% | +54.00% | 0.00% | 0.00% | 0.00% | 33:55 | 32:57 | 32:57 | 34:12 | 34:35 | 34:35 | 01:38 | 01:12 |
 | Magic Wand | 30 | 56.60% | 62.7 | 50.00% | +2.17% | -12.50% | +7.14% | 2.24% | 06:39 | -01:29 | 02:01 | 04:41 | 10:48 | 20:17 | 08:47 | 06:30 |
 | Swift Blink | 5 | 9.43% | 60.8 | 80.00% | +34.17% | +20.00% | -80.00% | 0.00% | 40:28 | 33:52 | 33:52 | 38:54 | 40:22 | 51:08 | 06:30 | 04:48 |
 | Sange | 19 | 35.85% | 58.8 | 52.63% | +5.57% | +27.37% | -12.63% | -9.64% | 25:21 | 15:18 | 23:11 | 25:23 | 27:20 | 37:13 | 04:09 | 03:04 |
 | Sange and Yasha | 19 | 35.85% | 56.9 | 52.63% | +5.57% | +27.37% | -12.63% | -9.88% | 25:54 | 15:18 | 23:17 | 25:50 | 27:20 | 37:13 | 04:03 | 03:00 |
 | Wraith Band | 25 | 47.17% | 54.9 | 44.00% | -9.57% | +6.00% | +39.33% | 33.33% | 02:20 | -01:28 | 01:33 | 02:07 | 02:27 | 09:13 | 00:54 | 00:40 |
 | Maelstrom | 6 | 11.32% | 52.9 | 66.67% | +19.86% | -16.67% | -66.67% | 0.00% | 14:46 | 13:00 | 13:17 | 14:46 | 15:20 | 17:09 | 02:03 | 01:31 |
 | Javelin | 7 | 13.21% | 51.0 | 57.14% | +9.31% | -7.14% | -57.14% | 0.00% | 14:14 | 09:10 | 10:22 | 11:31 | 12:13 | 31:39 | 01:51 | 01:22 |
 | Fluffy Hat | 7 | 13.21% | 49.0 | 57.14% | +9.31% | +42.86% | -57.14% | 0.00% | 05:49 | 02:49 | 04:16 | 04:34 | 07:12 | 10:04 | 02:56 | 02:10 |
 | Falcon Blade | 7 | 13.21% | 47.1 | 57.14% | +9.31% | +42.86% | -57.14% | 0.00% | 06:39 | 04:11 | 04:31 | 05:40 | 07:49 | 11:12 | 03:18 | 02:26 |
 | Aghanim's Scepter | 8 | 15.09% | 45.1 | 50.00% | +1.11% | 0.00% | -50.00% | -24.39% | 25:52 | 22:24 | 23:29 | 24:24 | 25:32 | 33:05 | 02:03 | 01:31 |
 | Wind Lace | 17 | 32.08% | 43.1 | 35.29% | -20.27% | +14.71% | -10.29% | -6.05% | 14:13 | 05:50 | 12:16 | 14:39 | 16:24 | 19:29 | 04:08 | 03:03 |
 | Linken's Sphere | 7 | 13.21% | 41.2 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 34:11 | 25:57 | 26:10 | 32:31 | 36:33 | 44:07 | 10:23 | 07:41 |
 | Eye of Skadi | 4 | 7.55% | 39.2 | 50.00% | +1.02% | -50.00% | -50.00% | 0.00% | 32:42 | 28:44 | 28:44 | 29:02 | 33:30 | 39:32 | 04:46 | 03:31 |
 | Power Treads | 15 | 28.30% | 37.3 | 26.67% | -31.22% | +23.33% | -26.67% | -40.54% | 06:59 | 03:57 | 05:45 | 06:39 | 06:59 | 15:13 | 01:14 | 00:54 |
 | Aghanim's Blessing | 1 | 1.89% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.89% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 1.89% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.89% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.89% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.89% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.89% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 47:41 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.89% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 40:32 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.89% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.89% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.89% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Buckler | 1 | 1.89% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.89% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Nullifier | 4 | 7.55% | 9.8 | 25.00% | -26.02% | +75.00% | -25.00% | 0.00% | 32:58 | 22:36 | 22:36 | 34:52 | 35:19 | 39:03 | 12:43 | 09:25 |
 | Helm of Iron Will | 4 | 7.55% | 7.8 | 25.00% | -26.02% | +75.00% | -25.00% | 0.00% | 32:08 | 22:11 | 22:11 | 32:39 | 34:42 | 39:01 | 12:31 | 09:16 |
 | Diffusal Blade | 1 | 1.89% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.89% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 36:40 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.89% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 00:00 | 00:00 |