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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 | |
 | Desolator | 9 | 24.32% | 100.0 | 77.78% | +42.07% | +22.22% | +22.22% | 0.00% | 20:00 | 13:46 | 16:04 | 20:32 | 21:53 | 24:56 | 05:49 | 04:18 |
 | Eye of Skadi | 11 | 29.73% | 98.0 | 72.73% | +38.11% | -6.06% | -6.06% | 0.00% | 32:25 | 27:21 | 29:37 | 30:37 | 34:02 | 40:39 | 04:25 | 03:16 |
 | Power Treads | 23 | 62.16% | 96.1 | 60.87% | +39.44% | +22.46% | +22.46% | 0.00% | 06:45 | 04:19 | 05:30 | 06:05 | 07:02 | 14:42 | 01:32 | 01:08 |
 | Vanguard | 6 | 16.22% | 94.1 | 83.33% | +44.62% | -33.33% | +16.67% | 7.73% | 37:33 | 32:05 | 34:02 | 34:34 | 40:30 | 44:11 | 06:28 | 04:47 |
 | Abyssal Blade | 6 | 16.22% | 92.2 | 83.33% | +44.62% | -33.33% | +16.67% | 7.77% | 37:42 | 32:21 | 34:08 | 34:48 | 40:34 | 44:29 | 06:26 | 04:45 |
 | Magic Wand | 32 | 86.49% | 90.2 | 53.13% | +53.13% | -3.13% | +9.37% | 2.02% | 08:00 | 01:55 | 04:06 | 07:27 | 10:18 | 17:21 | 06:12 | 04:35 |
 | Black King Bar | 28 | 75.68% | 88.2 | 53.57% | +31.35% | +17.86% | -25.00% | -9.18% | 22:39 | 16:23 | 20:03 | 21:13 | 24:43 | 32:41 | 04:40 | 03:27 |
 | Void Stone | 15 | 40.54% | 86.3 | 60.00% | +23.64% | +15.00% | +15.00% | 0.00% | 20:47 | 09:40 | 11:56 | 17:47 | 28:39 | 41:46 | 16:43 | 12:22 |
 | Boots of Speed | 34 | 91.89% | 84.3 | 50.00% | +50.00% | +5.56% | 0.00% | -2.47% | 03:50 | 01:21 | 02:22 | 02:55 | 04:37 | 12:09 | 02:15 | 01:40 |
 | Magic Stick | 34 | 91.89% | 82.4 | 50.00% | +50.00% | +5.56% | 0.00% | -4.83% | 01:19 | -01:29 | -01:29 | -01:28 | 02:38 | 16:27 | 04:07 | 03:02 |
 | Blight Stone | 22 | 59.46% | 80.4 | 54.55% | +21.22% | +12.12% | -34.55% | -18.42% | 06:35 | 01:38 | 05:12 | 06:39 | 07:44 | 12:39 | 02:32 | 01:52 |
 | Skull Basher | 13 | 35.14% | 78.4 | 61.54% | +24.04% | +5.13% | +38.46% | 6.23% | 31:41 | 18:05 | 27:42 | 31:49 | 33:03 | 41:27 | 05:21 | 03:57 |
 | Ring of Health | 13 | 35.14% | 76.5 | 61.54% | +24.04% | -28.21% | +5.13% | 1.55% | 22:21 | 07:44 | 10:26 | 19:13 | 31:56 | 44:11 | 21:30 | 15:55 |
 | Quelling Blade | 27 | 72.97% | 74.5 | 51.85% | +21.85% | -23.28% | +33.86% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Orb of Corrosion | 20 | 54.05% | 72.5 | 55.00% | +19.71% | +45.00% | -35.00% | -37.80% | 07:45 | 04:42 | 06:31 | 07:31 | 08:38 | 13:15 | 02:07 | 01:34 |
 | Fluffy Hat | 20 | 54.05% | 70.6 | 55.00% | +19.71% | +45.00% | -35.00% | -77.42% | 06:59 | 04:03 | 06:01 | 06:42 | 07:03 | 12:39 | 01:02 | 00:45 |
 | Bloodthorn | 5 | 13.51% | 68.6 | 80.00% | +39.37% | +20.00% | -80.00% | 0.00% | 30:45 | 26:31 | 26:31 | 31:07 | 33:02 | 33:58 | 06:31 | 04:49 |
 | Echo Sabre | 12 | 32.43% | 66.7 | 58.33% | +18.33% | +8.34% | -25.00% | -19.42% | 13:08 | 10:22 | 12:13 | 13:42 | 13:56 | 14:48 | 01:43 | 01:16 |
 | Orb of Venom | 28 | 75.68% | 64.7 | 46.43% | +1.99% | -32.14% | -3.57% | 9.91% | 02:13 | -01:29 | 00:48 | 01:49 | 03:41 | 07:17 | 02:53 | 02:08 |
 | Mage Slayer | 8 | 21.62% | 62.7 | 62.50% | +21.12% | -12.50% | +37.50% | 7.63% | 25:06 | 11:44 | 21:19 | 25:28 | 27:52 | 33:22 | 06:33 | 04:51 |
 | Orchid Malevolence | 6 | 16.22% | 60.8 | 66.67% | +24.73% | -16.67% | -66.67% | -5.75% | 25:47 | 15:01 | 22:25 | 25:21 | 31:07 | 32:07 | 08:42 | 06:26 |
 | Refresher Orb | 2 | 5.41% | 58.8 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 46:56 | 41:54 | 41:54 | 51:58 | 51:58 | 51:58 | 10:04 | 07:27 |
 | Linken's Sphere | 2 | 5.41% | 56.9 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 26:37 | 24:30 | 24:30 | 28:43 | 28:43 | 28:43 | 04:13 | 03:07 |
 | Wraith Band | 14 | 37.84% | 54.9 | 35.71% | -16.46% | -10.71% | +30.96% | 8.04% | 07:00 | 01:03 | 01:34 | 02:17 | 06:45 | 29:28 | 05:11 | 03:50 |
 | Javelin | 8 | 21.62% | 52.9 | 37.50% | -10.78% | +12.50% | +12.50% | 0.00% | 13:48 | 08:39 | 09:11 | 11:19 | 15:35 | 24:16 | 06:24 | 04:44 |
 | Maelstrom | 8 | 21.62% | 51.0 | 37.50% | -10.78% | +12.50% | +12.50% | 0.00% | 16:26 | 11:54 | 12:44 | 14:19 | 19:33 | 24:16 | 06:49 | 05:02 |
 | Battle Fury | 4 | 10.81% | 49.0 | 50.00% | +4.55% | -50.00% | +50.00% | 0.00% | 16:03 | 15:40 | 15:40 | 15:45 | 16:17 | 16:30 | 00:37 | 00:27 |
 | Rod of Atos | 1 | 2.70% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Crown | 1 | 2.70% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.70% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.70% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.70% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Satanic | 1 | 2.70% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Phase Boots | 8 | 21.62% | 35.3 | 25.00% | -26.72% | -25.00% | +75.00% | 54.05% | 09:25 | 05:15 | 06:55 | 07:31 | 08:46 | 16:42 | 01:51 | 01:22 |
 | Chainmail | 8 | 21.62% | 33.3 | 25.00% | -26.72% | -25.00% | +75.00% | 37.74% | 08:34 | 03:49 | 05:34 | 07:02 | 08:13 | 16:27 | 02:39 | 01:57 |
 | Mjollnir | 2 | 5.41% | 31.4 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 25:09 | 22:45 | 22:45 | 27:32 | 27:32 | 27:32 | 04:47 | 03:32 |
 | Helm of Iron Will | 2 | 5.41% | 29.4 | 50.00% | +4.29% | -50.00% | 0.00% | 0.00% | 45:48 | 39:41 | 39:41 | 51:54 | 51:54 | 51:54 | 12:13 | 09:02 |
 | Aghanim's Scepter | 3 | 8.11% | 27.5 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 30:28 | 20:43 | 20:43 | 34:17 | 36:23 | 36:23 | 15:40 | 11:36 |
 | Arcane Blink | 1 | 2.70% | 25.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:26 | 44:26 | 44:26 | 44:26 | 44:26 | 44:26 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.70% | 23.5 | 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 |
 | Bottle | 1 | 2.70% | 21.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:10 | 01:10 | 01:10 | 01:10 | 01:10 | 01:10 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.70% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:15 | 50:15 | 50:15 | 50:15 | 50:15 | 50:15 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.70% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.70% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Wind Lace | 1 | 2.70% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:21 | 02:21 | 02:21 | 02:21 | 02:21 | 02:21 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.70% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 5.41% | 9.8 | 0.00% | -48.57% | 0.00% | 0.00% | 0.00% | 39:31 | 35:18 | 35:18 | 43:44 | 43:44 | 43:44 | 08:26 | 06:14 |
 | Diffusal Blade | 2 | 5.41% | 7.8 | 0.00% | -48.57% | 0.00% | 0.00% | 0.00% | 16:30 | 14:38 | 14:38 | 18:21 | 18:21 | 18:21 | 03:43 | 02:45 |
 | Yasha | 1 | 2.70% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Manta Style | 1 | 2.70% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.70% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 |