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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 | |
 | Sange | 10 | 26.32% | 100.0 | 70.00% | +41.43% | -3.33% | +30.00% | 2.54% | 24:13 | 13:00 | 17:42 | 25:05 | 30:50 | 35:40 | 13:08 | 09:43 |
 | Aghanim's Scepter | 10 | 26.32% | 97.1 | 60.00% | +27.86% | -26.67% | -10.00% | 2.33% | 29:43 | 22:49 | 25:52 | 31:11 | 33:02 | 35:03 | 07:10 | 05:18 |
 | Soul Ring | 26 | 68.42% | 94.1 | 46.15% | +21.15% | +25.28% | -12.82% | -18.89% | 04:56 | 01:52 | 03:37 | 04:33 | 05:38 | 10:59 | 02:01 | 01:29 |
 | Black King Bar | 30 | 78.95% | 91.2 | 43.33% | +18.33% | +19.17% | -0.47% | -3.36% | 23:41 | 18:53 | 20:19 | 22:51 | 26:10 | 32:04 | 05:51 | 04:20 |
 | Ring of Protection | 27 | 71.05% | 88.2 | 44.44% | +17.17% | -15.87% | -15.87% | 0.00% | 04:28 | -01:29 | 01:35 | 03:17 | 04:48 | 32:31 | 03:13 | 02:22 |
 | Blink Dagger | 37 | 97.37% | 85.3 | 40.54% | +40.54% | +15.02% | +15.02% | 0.00% | 13:49 | 10:33 | 12:12 | 13:11 | 15:28 | 17:45 | 03:16 | 02:25 |
 | Quelling Blade | 38 | 100.00% | 82.4 | 39.47% | +39.47% | -9.47% | -17.25% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 38 | 100.00% | 79.4 | 39.47% | +39.47% | +10.53% | +27.20% | 5.53% | 06:03 | 02:22 | 04:10 | 06:02 | 07:11 | 11:37 | 03:01 | 02:14 |
 | Magic Wand | 32 | 84.21% | 76.5 | 40.63% | +7.30% | +9.37% | +9.37% | 0.00% | 07:31 | 01:47 | 05:04 | 06:44 | 08:46 | 28:35 | 03:42 | 02:44 |
 | Magic Stick | 36 | 94.74% | 73.5 | 38.89% | -11.11% | +5.55% | +5.55% | 0.00% | 03:33 | -01:29 | 01:50 | 02:36 | 05:04 | 11:32 | 03:14 | 02:23 |
 | Power Treads | 36 | 94.74% | 70.6 | 38.89% | -11.11% | +16.67% | +27.78% | 5.80% | 08:39 | 05:20 | 07:11 | 08:00 | 09:06 | 24:56 | 01:55 | 01:25 |
 | Helm of Iron Will | 4 | 10.53% | 67.6 | 75.00% | +39.71% | +25.00% | +25.00% | 0.00% | 04:32 | 03:12 | 03:12 | 03:38 | 04:17 | 07:02 | 01:05 | 00:48 |
 | Heaven's Halberd | 7 | 18.42% | 64.7 | 57.14% | +21.66% | -7.14% | +42.86% | 6.49% | 27:11 | 18:52 | 21:10 | 27:33 | 28:52 | 36:47 | 07:42 | 05:42 |
 | Bracer | 20 | 52.63% | 61.8 | 35.00% | -9.44% | -15.00% | +5.00% | 20.00% | 02:28 | 00:47 | 01:35 | 01:57 | 02:26 | 06:34 | 00:51 | 00:37 |
 | Ring of Health | 3 | 7.89% | 58.8 | 66.67% | +29.53% | +33.33% | 0.00% | 0.00% | 15:42 | 09:24 | 09:24 | 10:38 | 27:04 | 27:04 | 17:40 | 13:05 |
 | Hand of Midas | 3 | 7.89% | 55.9 | 66.67% | +29.53% | +33.33% | 0.00% | 0.00% | 15:00 | 11:27 | 11:27 | 12:46 | 20:46 | 20:46 | 09:19 | 06:54 |
 | Armlet of Mordiggian | 3 | 7.89% | 52.9 | 66.67% | +29.53% | +33.33% | 0.00% | 0.00% | 09:00 | 08:25 | 08:25 | 08:58 | 09:37 | 09:37 | 01:12 | 00:53 |
 | Buckler | 7 | 18.42% | 50.0 | 42.86% | +4.15% | +57.14% | +7.14% | -16.48% | 34:17 | 25:54 | 32:23 | 35:20 | 35:25 | 39:09 | 03:02 | 02:14 |
 | Void Stone | 1 | 2.63% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.63% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:03 | 01:03 | 01:03 | 01:03 | 01:03 | 01:03 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.63% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.63% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Assault Cuirass | 6 | 15.79% | 35.3 | 33.33% | -7.30% | +66.67% | -33.33% | -35.71% | 34:44 | 28:38 | 33:28 | 34:50 | 36:16 | 39:17 | 02:48 | 02:04 |
 | Orchid Malevolence | 2 | 5.26% | 32.4 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 30:26 | 25:34 | 25:34 | 35:18 | 35:18 | 35:18 | 09:44 | 07:12 |
 | Hood of Defiance | 2 | 5.26% | 29.4 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 10:18 | 09:31 | 09:31 | 11:04 | 11:04 | 11:04 | 01:33 | 01:08 |
 | Bloodthorn | 2 | 5.26% | 26.5 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 33:02 | 29:22 | 29:22 | 36:41 | 36:41 | 36:41 | 07:19 | 05:25 |
 | Bottle | 6 | 15.79% | 23.5 | 16.67% | -27.08% | +33.33% | -16.67% | -50.00% | 02:07 | 01:23 | 01:36 | 01:44 | 01:59 | 04:08 | 00:23 | 00:17 |
 | Crystalys | 1 | 2.63% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.63% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 5.26% | 14.7 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 25:37 | 18:25 | 18:25 | 32:48 | 32:48 | 32:48 | 14:23 | 10:39 |
 | Chainmail | 1 | 2.63% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 07:05 | 00:00 | 00:00 |
 | Phase Boots | 1 | 2.63% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:53 | 07:53 | 07:53 | 07:53 | 07:53 | 07:53 | 00:00 | 00:00 |
 | Javelin | 1 | 2.63% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.63% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |