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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 | |
 | Butterfly | 2 | 10.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 44:41 | 40:54 | 40:54 | 48:27 | 48:27 | 48:27 | 07:33 | 05:35 |
 | Quelling Blade | 20 | 100.00% | 97.1 | 40.00% | +40.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 20 | 100.00% | 94.1 | 40.00% | +40.00% | 0.00% | +20.00% | 14.29% | 05:30 | 02:07 | 04:53 | 05:33 | 06:17 | 10:20 | 01:24 | 01:02 |
 | Magic Stick | 20 | 100.00% | 91.2 | 40.00% | +40.00% | -20.00% | +20.00% | 40.00% | 01:26 | -01:29 | -01:28 | 01:05 | 01:33 | 13:25 | 03:01 | 02:14 |
 | Magic Wand | 20 | 100.00% | 88.2 | 40.00% | +40.00% | 0.00% | +20.00% | 12.50% | 03:41 | 00:57 | 02:06 | 02:18 | 03:42 | 14:03 | 01:36 | 01:11 |
 | Diffusal Blade | 20 | 100.00% | 85.3 | 40.00% | +40.00% | +20.00% | 0.00% | -8.96% | 13:55 | 12:13 | 12:34 | 13:20 | 14:48 | 17:24 | 02:14 | 01:39 |
 | Power Treads | 20 | 100.00% | 82.4 | 40.00% | +40.00% | 0.00% | +20.00% | 13.19% | 07:09 | 05:27 | 05:57 | 06:58 | 07:28 | 11:53 | 01:31 | 01:07 |
 | Yasha | 20 | 100.00% | 79.4 | 40.00% | +40.00% | +20.00% | 0.00% | -8.89% | 17:23 | 12:04 | 16:12 | 17:33 | 18:27 | 20:41 | 02:15 | 01:40 |
 | Ring of Health | 10 | 50.00% | 76.5 | 50.00% | +20.00% | +16.67% | +50.00% | 3.34% | 15:36 | 02:55 | 06:51 | 14:55 | 16:49 | 45:14 | 09:58 | 07:22 |
 | Heart of Tarrasque | 14 | 70.00% | 73.5 | 42.86% | +9.53% | +57.14% | -9.53% | -16.46% | 31:32 | 25:30 | 28:41 | 29:48 | 32:44 | 44:09 | 04:03 | 03:00 |
 | Manta Style | 12 | 60.00% | 70.6 | 41.67% | +4.17% | +25.00% | +25.00% | 0.00% | 21:52 | 19:48 | 20:01 | 21:12 | 23:14 | 25:32 | 03:13 | 02:22 |
 | Aghanim's Shard | 17 | 85.00% | 67.6 | 35.29% | -31.38% | +14.71% | +14.71% | 0.00% | 24:41 | 20:02 | 20:55 | 23:01 | 26:35 | 39:53 | 05:40 | 04:11 |
 | Hood of Defiance | 9 | 45.00% | 64.7 | 44.44% | +8.08% | +55.56% | +5.56% | -5.98% | 12:52 | 05:08 | 07:23 | 14:59 | 15:45 | 17:42 | 08:22 | 06:11 |
 | Eye of Skadi | 6 | 30.00% | 61.8 | 50.00% | +14.29% | 0.00% | -50.00% | 0.00% | 38:34 | 33:09 | 34:09 | 34:42 | 38:39 | 52:26 | 04:30 | 03:20 |
 | Octarine Core | 8 | 40.00% | 58.8 | 37.50% | -4.17% | +12.50% | +12.50% | 0.00% | 36:08 | 27:54 | 28:44 | 34:03 | 35:59 | 47:38 | 07:15 | 05:22 |
 | Aether Lens | 10 | 50.00% | 55.9 | 30.00% | -20.00% | +3.33% | +20.00% | 3.06% | 30:36 | 23:18 | 25:42 | 27:02 | 31:09 | 47:38 | 05:27 | 04:02 |
 | Void Stone | 10 | 50.00% | 52.9 | 30.00% | -20.00% | +3.33% | +20.00% | 3.14% | 29:25 | 22:39 | 24:41 | 25:31 | 30:00 | 47:27 | 05:19 | 03:56 |
 | Black King Bar | 1 | 5.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.00% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.00% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Skull Basher | 1 | 5.00% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 5.00% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 45:32 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.00% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Sange | 7 | 35.00% | 32.4 | 28.57% | -17.58% | +71.43% | -28.57% | -29.85% | 21:02 | 17:54 | 18:58 | 21:43 | 22:19 | 23:15 | 03:21 | 02:28 |
 | Sange and Yasha | 7 | 35.00% | 29.4 | 28.57% | -17.58% | +71.43% | -28.57% | -29.85% | 21:11 | 17:54 | 19:14 | 21:43 | 22:35 | 23:27 | 03:21 | 02:28 |
 | Wraith Band | 3 | 15.00% | 26.5 | 33.33% | -7.85% | +66.67% | 0.00% | 0.00% | 02:53 | 01:32 | 01:32 | 02:13 | 04:54 | 04:54 | 03:22 | 02:29 |
 | Orchid Malevolence | 2 | 10.00% | 23.5 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 51:07 | 48:04 | 48:04 | 54:09 | 54:09 | 54:09 | 06:05 | 04:30 |
 | Nullifier | 1 | 5.00% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Javelin | 4 | 20.00% | 17.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 42:00 | 33:48 | 33:48 | 38:52 | 39:41 | 55:37 | 05:53 | 04:21 |
 | Monkey King Bar | 3 | 15.00% | 14.7 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 45:38 | 39:47 | 39:47 | 40:26 | 56:42 | 56:42 | 16:55 | 12:31 |
 | Moon Shard | 1 | 5.00% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:52 | 1:01:52 | 1:01:52 | 1:01:52 | 1:01:52 | 1:01:52 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 10.00% | 8.8 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 51:36 | 49:01 | 49:01 | 54:10 | 54:10 | 54:10 | 05:09 | 03:48 |
 | Aeon Disk | 1 | 5.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.00% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 00:00 | 00:00 |