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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 | 58 | 30.53% | 100.0 | 79.31% | +42.95% | +20.69% | -22.17% | -6.54% | 32:50 | 23:36 | 29:13 | 32:19 | 35:46 | 45:12 | 06:33 | 04:51 |
 | Abyssal Blade | 56 | 29.47% | 97.9 | 78.57% | +41.26% | +21.43% | -14.28% | -5.25% | 33:28 | 25:25 | 29:42 | 32:34 | 36:30 | 46:06 | 06:48 | 05:02 |
 | Morbid Mask | 52 | 27.37% | 95.8 | 71.15% | +29.85% | +13.47% | +5.77% | -1.07% | 31:42 | 19:03 | 28:04 | 31:28 | 35:15 | 50:20 | 07:11 | 05:19 |
 | Skull Basher | 102 | 53.68% | 93.8 | 66.67% | +37.12% | +10.25% | -34.67% | -8.53% | 28:23 | 21:31 | 25:34 | 27:43 | 30:50 | 59:21 | 05:16 | 03:54 |
 | Eye of Skadi | 7 | 3.68% | 91.7 | 100.00% | +52.46% | 0.00% | 0.00% | 0.00% | 37:20 | 28:59 | 30:30 | 32:37 | 42:03 | 48:13 | 11:33 | 08:33 |
 | Satanic | 46 | 24.21% | 89.6 | 69.57% | +26.51% | -2.90% | -5.93% | -0.47% | 34:22 | 22:41 | 31:28 | 34:44 | 37:54 | 42:34 | 06:26 | 04:45 |
 | Aghanim's Scepter | 32 | 16.84% | 87.5 | 68.75% | +23.18% | +18.75% | -6.25% | -3.99% | 35:01 | 20:06 | 29:56 | 33:21 | 36:12 | 55:31 | 06:16 | 04:38 |
 | Yasha | 37 | 19.47% | 85.4 | 64.86% | +19.11% | -9.30% | +1.81% | 0.96% | 25:06 | 09:45 | 19:08 | 26:06 | 30:41 | 43:07 | 11:33 | 08:33 |
 | Sange and Yasha | 37 | 19.47% | 83.3 | 64.86% | +19.11% | -9.30% | -9.30% | 0.00% | 26:55 | 14:57 | 21:17 | 27:21 | 30:55 | 43:07 | 09:38 | 07:08 |
 | Sange | 38 | 20.00% | 81.3 | 63.16% | +17.11% | -3.16% | -7.60% | -0.48% | 26:00 | 14:42 | 21:09 | 26:06 | 30:29 | 40:18 | 09:20 | 06:54 |
 | Desolator | 146 | 76.84% | 79.2 | 53.42% | +17.06% | +11.44% | -28.42% | -5.82% | 21:33 | 11:36 | 18:22 | 20:50 | 25:13 | 31:52 | 06:51 | 05:04 |
 | Black King Bar | 163 | 85.79% | 77.1 | 51.53% | +14.49% | +14.32% | -10.07% | -7.24% | 22:44 | 17:38 | 20:50 | 22:33 | 24:12 | 45:58 | 03:22 | 02:29 |
 | Magic Wand | 138 | 72.63% | 75.0 | 52.17% | +9.86% | +2.12% | -5.11% | -1.02% | 07:11 | 00:28 | 02:28 | 04:35 | 09:32 | 27:35 | 07:04 | 05:14 |
 | Ring of Health | 173 | 91.05% | 72.9 | 50.29% | +9.11% | +0.87% | -3.78% | -0.48% | 09:10 | 02:20 | 04:16 | 07:52 | 13:59 | 35:15 | 09:43 | 07:11 |
 | Boots of Speed | 190 | 100.00% | 70.8 | 49.47% | +49.47% | +0.53% | -9.04% | -3.96% | 05:44 | 01:44 | 04:05 | 05:16 | 06:30 | 15:23 | 02:25 | 01:47 |
 | Quelling Blade | 190 | 100.00% | 68.8 | 49.47% | +49.47% | -3.64% | -0.53% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:18 | 00:00 | 00:00 |
 | Void Stone | 168 | 88.42% | 66.7 | 50.00% | +4.55% | +2.38% | -2.38% | -1.37% | 12:53 | 04:52 | 11:04 | 12:48 | 14:32 | 29:35 | 03:28 | 02:34 |
 | Blight Stone | 187 | 98.42% | 64.6 | 49.20% | -17.47% | +6.12% | -2.39% | -0.57% | 10:48 | -01:29 | 02:10 | 13:53 | 17:00 | 27:11 | 14:50 | 10:59 |
 | Battle Fury | 167 | 87.89% | 62.5 | 49.70% | +1.87% | +5.06% | -23.51% | -13.09% | 14:40 | 09:52 | 13:37 | 14:46 | 15:48 | 19:10 | 02:11 | 01:37 |
 | Power Treads | 183 | 96.32% | 60.4 | 49.18% | -7.96% | +5.17% | -14.40% | -7.34% | 08:31 | 03:45 | 06:20 | 07:40 | 09:00 | 19:42 | 02:40 | 01:58 |
 | Magic Stick | 161 | 84.74% | 58.3 | 49.69% | +1.41% | -9.69% | -7.19% | 1.76% | 02:12 | -01:29 | -01:29 | 00:59 | 02:54 | 27:30 | 04:23 | 03:14 |
 | Wraith Band | 58 | 30.53% | 56.3 | 51.72% | +3.24% | +8.28% | -1.72% | -6.74% | 02:48 | 00:21 | 01:45 | 02:08 | 03:14 | 15:54 | 01:29 | 01:05 |
 | Orb of Corrosion | 43 | 22.63% | 54.2 | 53.49% | +5.19% | -8.04% | +1.06% | 5.35% | 05:23 | 01:48 | 03:06 | 04:09 | 04:48 | 22:26 | 01:42 | 01:15 |
 | Fluffy Hat | 43 | 22.63% | 52.1 | 53.49% | +5.19% | +1.06% | +10.15% | 6.13% | 04:33 | 01:05 | 02:22 | 03:08 | 03:51 | 22:04 | 01:29 | 01:05 |
 | Aghanim's Blessing | 13 | 6.84% | 50.0 | 69.23% | +21.21% | +30.77% | -2.56% | 0.00% | 45:54 | 37:01 | 37:58 | 45:57 | 50:07 | 56:45 | 12:09 | 09:00 |
 | Orb of Venom | 55 | 28.95% | 47.9 | 49.09% | -0.54% | -20.52% | +0.91% | 14.61% | 02:10 | -01:29 | -01:29 | 01:13 | 02:57 | 22:04 | 04:26 | 03:17 |
 | Monkey King Bar | 8 | 4.21% | 45.8 | 75.00% | +26.65% | +25.00% | -25.00% | 0.00% | 42:33 | 28:59 | 29:32 | 37:04 | 51:23 | 1:08:05 | 21:51 | 16:11 |
 | Javelin | 9 | 4.74% | 43.8 | 66.67% | +18.05% | +33.33% | -16.67% | 0.00% | 41:43 | 27:42 | 28:45 | 37:57 | 51:14 | 1:07:53 | 22:29 | 16:39 |
 | Aghanim's Shard | 23 | 12.11% | 41.7 | 47.83% | -1.87% | +18.84% | +2.17% | 0.00% | 31:36 | 21:21 | 25:38 | 27:55 | 33:03 | 58:37 | 07:25 | 05:29 |
 | Helm of Iron Will | 15 | 7.89% | 39.6 | 53.33% | +4.19% | +46.67% | -28.33% | 0.00% | 38:00 | 29:26 | 31:18 | 34:39 | 39:12 | 1:11:20 | 07:54 | 05:51 |
 | Chainmail | 6 | 3.16% | 37.5 | 66.67% | +17.76% | -16.67% | +33.33% | 0.00% | 08:53 | 04:21 | 05:15 | 07:49 | 13:29 | 14:06 | 08:14 | 06:05 |
 | Phase Boots | 6 | 3.16% | 35.4 | 66.67% | +17.76% | -16.67% | +33.33% | 0.00% | 09:39 | 05:17 | 06:19 | 08:29 | 14:01 | 14:26 | 07:42 | 05:42 |
 | Nullifier | 13 | 6.84% | 33.3 | 46.15% | -3.57% | +53.85% | -12.82% | 0.00% | 39:37 | 31:40 | 31:49 | 38:09 | 40:50 | 1:11:36 | 09:01 | 06:40 |
 | Bottle | 2 | 1.05% | 31.3 | 100.00% | +51.06% | 0.00% | 0.00% | 0.00% | 17:31 | 04:53 | 04:53 | 30:08 | 30:08 | 30:08 | 25:15 | 18:42 |
 | Wind Lace | 13 | 6.84% | 29.2 | 38.46% | -11.82% | +28.21% | -38.46% | 0.00% | 15:46 | 12:50 | 13:38 | 15:08 | 16:36 | 23:15 | 02:58 | 02:11 |
 | Heart of Tarrasque | 1 | 0.53% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 1.05% | 25.0 | 50.00% | +0.53% | +50.00% | 0.00% | 0.00% | 45:33 | 29:41 | 29:41 | 1:01:24 | 1:01:24 | 1:01:24 | 31:43 | 23:29 |
 | Moon Shard | 2 | 1.05% | 22.9 | 50.00% | +0.53% | +50.00% | 0.00% | 0.00% | 1:01:04 | 58:46 | 58:46 | 1:03:21 | 1:03:21 | 1:03:21 | 04:35 | 03:23 |
 | Divine Rapier | 11 | 5.79% | 20.8 | 18.18% | -33.22% | -18.18% | +15.15% | 0.00% | 44:15 | 34:34 | 37:40 | 43:45 | 46:50 | 57:00 | 09:10 | 06:47 |
 | Echo Sabre | 3 | 1.58% | 18.8 | 33.33% | -16.40% | +66.67% | 0.00% | 0.00% | 13:23 | 12:56 | 12:56 | 13:02 | 14:12 | 14:12 | 01:16 | 00:56 |
 | Buckler | 1 | 0.53% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.53% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.53% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.53% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.53% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.53% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.53% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.53% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |