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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 | |
 | Buckler | 11 | 64.71% | 100.0 | 90.91% | +74.24% | +9.09% | -24.24% | -5.95% | 28:07 | 21:27 | 22:18 | 25:53 | 27:54 | 50:21 | 05:36 | 04:08 |
 | Assault Cuirass | 9 | 52.94% | 97.3 | 88.89% | +51.39% | +11.11% | -38.89% | -10.24% | 29:49 | 24:14 | 24:40 | 26:23 | 29:33 | 50:37 | 04:53 | 03:37 |
 | Sange | 4 | 23.53% | 94.6 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 23:01 | 19:28 | 19:28 | 20:29 | 20:33 | 31:33 | 01:05 | 00:48 |
 | Soul Ring | 14 | 82.35% | 91.9 | 71.43% | +38.10% | -21.43% | +28.57% | 25.64% | 07:06 | 02:06 | 06:41 | 07:26 | 08:38 | 10:23 | 01:57 | 01:26 |
 | Aghanim's Scepter | 16 | 94.12% | 89.2 | 68.75% | +68.75% | +31.25% | -68.75% | -33.33% | 17:42 | 14:57 | 15:32 | 16:47 | 18:32 | 25:57 | 03:00 | 02:13 |
 | Skull Basher | 6 | 35.29% | 86.5 | 83.33% | +28.78% | +16.67% | -83.33% | -6.64% | 37:08 | 26:35 | 29:22 | 35:11 | 44:26 | 45:24 | 15:04 | 11:09 |
 | Ring of Protection | 15 | 88.24% | 83.8 | 66.67% | +16.67% | -16.67% | +33.33% | 10.87% | 05:04 | -01:28 | 02:13 | 06:18 | 06:49 | 08:45 | 04:36 | 03:24 |
 | Ring of Health | 17 | 100.00% | 81.1 | 64.71% | +64.71% | +35.29% | -14.71% | -42.86% | 03:31 | 02:06 | 02:51 | 03:20 | 04:01 | 06:18 | 01:10 | 00:51 |
 | Vanguard | 17 | 100.00% | 78.4 | 64.71% | +64.71% | +35.29% | -39.71% | -75.00% | 06:42 | 04:51 | 05:51 | 06:07 | 06:50 | 10:21 | 00:59 | 00:43 |
 | Boots of Speed | 17 | 100.00% | 75.7 | 64.71% | +64.71% | +10.29% | -14.71% | -17.24% | 07:54 | 06:15 | 07:09 | 07:49 | 08:36 | 09:04 | 01:27 | 01:04 |
 | Quelling Blade | 17 | 100.00% | 73.0 | 64.71% | +64.71% | +35.29% | -14.71% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Eternal Shroud | 3 | 17.65% | 70.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 26:33 | 20:33 | 20:33 | 28:27 | 30:38 | 30:38 | 10:05 | 07:28 |
 | Magic Stick | 16 | 94.12% | 67.6 | 62.50% | -37.50% | +12.50% | -37.50% | -6.16% | 04:29 | -01:29 | -01:29 | 03:28 | 09:36 | 11:17 | 11:05 | 08:12 |
 | Abyssal Blade | 5 | 29.41% | 64.9 | 80.00% | +21.67% | +20.00% | -80.00% | -5.91% | 37:44 | 27:53 | 27:53 | 36:52 | 44:48 | 45:41 | 16:55 | 12:31 |
 | Magic Wand | 13 | 76.47% | 62.2 | 53.85% | -46.15% | -20.52% | -20.52% | 0.00% | 09:58 | 04:23 | 06:53 | 10:01 | 12:08 | 16:28 | 05:15 | 03:53 |
 | Hood of Defiance | 6 | 35.29% | 59.5 | 66.67% | +3.03% | -16.67% | +33.33% | 5.94% | 13:04 | 06:36 | 09:34 | 12:08 | 17:59 | 19:04 | 08:25 | 06:14 |
 | Power Treads | 4 | 23.53% | 56.8 | 75.00% | +13.46% | +25.00% | +25.00% | 0.00% | 16:34 | 10:01 | 10:01 | 18:00 | 18:24 | 19:50 | 08:23 | 06:12 |
 | Yasha | 2 | 11.76% | 54.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 28:10 | 23:41 | 23:41 | 32:38 | 32:38 | 32:38 | 08:57 | 06:37 |
 | Heaven's Halberd | 2 | 11.76% | 51.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 22:07 | 21:23 | 21:23 | 22:50 | 22:50 | 22:50 | 01:27 | 01:04 |
 | Sange and Yasha | 2 | 11.76% | 48.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 28:39 | 24:12 | 24:12 | 33:05 | 33:05 | 33:05 | 08:53 | 06:34 |
 | Wind Lace | 2 | 11.76% | 45.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:12 | 09:12 | 10:28 | 10:28 | 10:28 | 01:16 | 00:56 |
 | Black King Bar | 8 | 47.06% | 43.2 | 50.00% | -27.78% | 0.00% | +50.00% | 6.99% | 25:27 | 16:42 | 20:58 | 26:54 | 28:07 | 29:56 | 07:09 | 05:17 |
 | Monkey King Bar | 1 | 5.88% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 00:00 | 00:00 |
 | Satanic | 1 | 5.88% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 38:22 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.88% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 00:00 | 00:00 |
 | Javelin | 1 | 5.88% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.88% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |
 | Chainmail | 5 | 29.41% | 27.0 | 40.00% | -35.00% | -40.00% | -40.00% | 0.00% | 12:30 | 08:42 | 08:42 | 10:28 | 16:57 | 17:41 | 08:15 | 06:06 |
 | Phase Boots | 5 | 29.41% | 24.3 | 40.00% | -35.00% | +60.00% | -40.00% | -12.85% | 13:29 | 09:45 | 09:45 | 11:07 | 17:32 | 18:41 | 07:47 | 05:45 |
 | Void Stone | 2 | 11.76% | 21.6 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 19:46 | 16:18 | 16:18 | 23:13 | 23:13 | 23:13 | 06:55 | 05:07 |
 | Lotus Orb | 2 | 11.76% | 18.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 21:19 | 19:04 | 19:04 | 23:34 | 23:34 | 23:34 | 04:30 | 03:20 |
 | Aghanim's Blessing | 2 | 11.76% | 16.2 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 50:14 | 46:49 | 46:49 | 53:38 | 53:38 | 53:38 | 06:49 | 05:02 |
 | Shiva's Guard | 1 | 5.88% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 00:00 | 00:00 |
 | Bottle | 1 | 5.88% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:11 | 01:11 | 01:11 | 01:11 | 01:11 | 01:11 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 5.88% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 35:07 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.88% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.88% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |