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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 | |
 | Aghanim's Shard | 14 | 58.33% | 100.0 | 57.14% | +27.14% | -7.14% | -23.81% | -4.49% | 23:29 | 20:02 | 21:23 | 22:26 | 25:06 | 30:38 | 03:43 | 02:45 |
 | Magic Stick | 22 | 91.67% | 96.9 | 50.00% | +50.00% | -16.67% | -10.00% | 0.76% | 04:31 | -01:29 | -01:29 | 02:02 | 10:18 | 16:33 | 11:47 | 08:43 |
 | Wraith Band | 15 | 62.50% | 93.8 | 53.33% | +20.00% | -28.33% | +46.67% | 68.18% | 02:48 | 01:52 | 02:05 | 02:42 | 03:11 | 05:14 | 01:06 | 00:48 |
 | Heart of Tarrasque | 18 | 75.00% | 90.6 | 50.00% | +16.67% | -10.00% | +25.00% | 5.36% | 29:12 | 22:30 | 24:59 | 28:50 | 31:31 | 44:15 | 06:32 | 04:50 |
 | Magic Wand | 21 | 87.50% | 87.5 | 47.62% | +14.29% | +12.38% | -7.62% | -1.67% | 07:27 | 01:06 | 01:53 | 04:52 | 13:50 | 16:50 | 11:57 | 08:51 |
 | Quelling Blade | 24 | 100.00% | 84.4 | 45.83% | +45.83% | +4.17% | +4.17% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 24 | 100.00% | 81.3 | 45.83% | +45.83% | -12.50% | +20.84% | 13.89% | 04:52 | 02:21 | 03:27 | 04:34 | 05:51 | 09:38 | 02:24 | 01:46 |
 | Yasha | 24 | 100.00% | 78.1 | 45.83% | +45.83% | -12.50% | -12.50% | 0.00% | 16:01 | 09:28 | 11:45 | 16:23 | 18:12 | 21:29 | 06:27 | 04:46 |
 | Diffusal Blade | 24 | 100.00% | 75.0 | 45.83% | +45.83% | +20.84% | +4.17% | -5.95% | 14:19 | 12:05 | 12:37 | 13:37 | 15:25 | 19:10 | 02:48 | 02:04 |
 | Power Treads | 24 | 100.00% | 71.9 | 45.83% | +45.83% | -12.50% | +4.17% | 13.16% | 07:05 | 04:35 | 06:23 | 06:48 | 07:39 | 10:42 | 01:16 | 00:56 |
 | Sange | 9 | 37.50% | 68.8 | 55.56% | +15.56% | -5.56% | -5.56% | 0.00% | 22:20 | 19:52 | 20:24 | 22:14 | 23:14 | 26:33 | 02:50 | 02:05 |
 | Sange and Yasha | 9 | 37.50% | 65.6 | 55.56% | +15.56% | -5.56% | -5.56% | 0.00% | 22:35 | 20:15 | 20:48 | 22:35 | 23:34 | 26:33 | 02:46 | 02:02 |
 | Manta Style | 13 | 54.17% | 62.5 | 46.15% | +0.70% | +20.52% | -46.15% | -34.78% | 19:38 | 15:18 | 18:23 | 19:35 | 20:18 | 23:42 | 01:55 | 01:25 |
 | Hood of Defiance | 7 | 29.17% | 59.4 | 57.14% | +15.96% | -7.14% | +42.86% | 37.04% | 16:18 | 15:19 | 15:23 | 15:43 | 16:44 | 17:43 | 01:21 | 01:00 |
 | Octarine Core | 5 | 20.83% | 56.3 | 60.00% | +17.89% | +40.00% | -60.00% | 0.00% | 33:37 | 25:53 | 25:53 | 30:49 | 32:55 | 49:22 | 07:02 | 05:12 |
 | Ring of Health | 9 | 37.50% | 53.1 | 44.44% | -2.23% | +5.56% | -44.44% | -20.98% | 20:16 | 13:39 | 15:08 | 15:33 | 17:31 | 39:22 | 02:23 | 01:45 |
 | Void Stone | 6 | 25.00% | 50.0 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 29:23 | 22:44 | 24:59 | 25:18 | 30:55 | 46:13 | 05:56 | 04:23 |
 | Aether Lens | 6 | 25.00% | 46.9 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 29:53 | 22:44 | 24:59 | 26:10 | 32:22 | 46:28 | 07:23 | 05:28 |
 | Butterfly | 6 | 25.00% | 43.8 | 50.00% | +5.56% | 0.00% | -50.00% | 0.00% | 35:03 | 27:39 | 34:00 | 36:21 | 37:03 | 38:49 | 03:03 | 02:15 |
 | Javelin | 4 | 16.67% | 40.6 | 50.00% | +5.00% | +50.00% | -50.00% | 0.00% | 37:44 | 24:13 | 24:13 | 38:15 | 38:30 | 49:56 | 14:17 | 10:34 |
 | Eternal Shroud | 1 | 4.17% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 36:15 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 8.33% | 34.4 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 38:20 | 34:51 | 34:51 | 41:48 | 41:48 | 41:48 | 06:57 | 05:08 |
 | Monkey King Bar | 3 | 12.50% | 31.3 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 43:20 | 39:13 | 39:13 | 40:22 | 50:24 | 50:24 | 11:11 | 08:17 |
 | Skull Basher | 3 | 12.50% | 28.1 | 0.00% | -52.38% | 0.00% | 0.00% | 0.00% | 30:05 | 27:40 | 27:40 | 29:32 | 33:04 | 33:04 | 05:24 | 04:00 |
 | Helm of Iron Will | 1 | 4.17% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 8.33% | 21.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 37:21 | 35:17 | 35:17 | 39:25 | 39:25 | 39:25 | 04:08 | 03:03 |
 | Nullifier | 1 | 4.17% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 45:57 | 00:00 | 00:00 |
 | Vanguard | 2 | 8.33% | 15.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:36 | 33:49 | 33:49 | 39:22 | 39:22 | 39:22 | 05:33 | 04:06 |
 | Black King Bar | 1 | 4.17% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 4.17% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 4.17% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 07:36 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.17% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |