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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 | 14 | 56.00% | 100.0 | 50.00% | +31.82% | 0.00% | -16.67% | -3.07% | 27:38 | 19:47 | 24:05 | 26:21 | 29:31 | 38:15 | 05:26 | 04:01 |
 | Heart of Tarrasque | 10 | 40.00% | 97.6 | 50.00% | +23.33% | +50.00% | 0.00% | -7.52% | 29:21 | 21:27 | 24:48 | 27:15 | 31:27 | 40:12 | 06:39 | 04:55 |
 | Boots of Speed | 25 | 100.00% | 95.1 | 36.00% | +36.00% | +14.00% | -2.67% | -9.62% | 05:29 | 02:57 | 04:10 | 05:08 | 05:54 | 10:25 | 01:44 | 01:17 |
 | Power Treads | 22 | 88.00% | 92.7 | 36.36% | +3.03% | -3.03% | +3.64% | 1.44% | 10:09 | 05:20 | 07:00 | 08:00 | 11:38 | 22:14 | 04:38 | 03:25 |
 | Quelling Blade | 19 | 76.00% | 90.2 | 36.84% | +3.51% | +3.16% | +3.16% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Yasha | 19 | 76.00% | 87.8 | 36.84% | +3.51% | -16.84% | +3.16% | 10.62% | 12:31 | 10:06 | 10:59 | 12:15 | 12:52 | 16:51 | 01:53 | 01:23 |
 | Manta Style | 17 | 68.00% | 85.4 | 35.29% | -2.21% | +14.71% | +39.71% | 10.07% | 16:08 | 13:47 | 14:24 | 15:52 | 16:53 | 20:44 | 02:29 | 01:50 |
 | Wraith Band | 17 | 68.00% | 82.9 | 35.29% | -2.21% | +14.71% | -35.29% | -46.15% | 02:13 | 01:15 | 01:31 | 01:56 | 02:36 | 04:50 | 01:05 | 00:48 |
 | Vanguard | 9 | 36.00% | 80.5 | 44.44% | +13.19% | +5.56% | +5.56% | 0.00% | 37:43 | 32:06 | 32:24 | 35:24 | 40:48 | 52:47 | 08:24 | 06:13 |
 | Abyssal Blade | 9 | 36.00% | 78.0 | 44.44% | +13.19% | +5.56% | +5.56% | 0.00% | 37:54 | 32:08 | 32:33 | 35:24 | 40:48 | 52:48 | 08:15 | 06:06 |
 | Hand of Midas | 6 | 24.00% | 75.6 | 50.00% | +18.42% | 0.00% | -50.00% | -21.13% | 09:40 | 06:42 | 08:27 | 10:06 | 10:49 | 11:46 | 02:22 | 01:45 |
 | Wind Lace | 10 | 40.00% | 73.2 | 40.00% | +6.67% | -6.67% | -40.00% | -6.56% | 09:30 | 01:53 | 05:11 | 07:02 | 10:16 | 23:16 | 05:05 | 03:45 |
 | Ring of Health | 15 | 60.00% | 70.7 | 33.33% | -6.67% | -8.33% | +16.67% | 1.42% | 32:20 | 12:17 | 18:17 | 32:25 | 35:50 | 59:35 | 17:33 | 13:00 |
 | Blink Dagger | 3 | 12.00% | 68.3 | 66.67% | +34.85% | +33.33% | 0.00% | 0.00% | 24:35 | 23:08 | 23:08 | 25:18 | 25:19 | 25:19 | 02:11 | 01:37 |
 | Skull Basher | 11 | 44.00% | 65.9 | 36.36% | +0.65% | -3.03% | +30.31% | 7.09% | 32:22 | 26:08 | 28:16 | 30:26 | 32:58 | 48:56 | 04:42 | 03:28 |
 | Orb of Venom | 7 | 28.00% | 63.4 | 42.86% | +9.53% | +7.14% | +7.14% | 0.00% | -01:01 | -01:29 | -01:29 | -01:29 | -01:29 | 01:50 | 00:00 | 00:00 |
 | Aghanim's Scepter | 7 | 28.00% | 61.0 | 42.86% | +9.53% | +7.14% | +7.14% | 0.00% | 36:54 | 27:51 | 30:37 | 36:00 | 37:40 | 51:39 | 07:03 | 05:13 |
 | Eye of Skadi | 13 | 52.00% | 58.5 | 30.77% | -10.90% | +2.56% | +35.90% | 28.99% | 23:35 | 20:52 | 21:56 | 22:49 | 23:05 | 33:45 | 01:09 | 00:51 |
 | Magic Wand | 4 | 16.00% | 56.1 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 09:42 | 02:32 | 02:32 | 07:33 | 12:18 | 16:24 | 09:46 | 07:14 |
 | Diffusal Blade | 4 | 16.00% | 53.7 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 19:23 | 15:54 | 15:54 | 17:20 | 18:50 | 25:28 | 02:56 | 02:10 |
 | Sange | 1 | 4.00% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 4.00% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 00:00 | 00:00 |
 | Force Staff | 1 | 4.00% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 45:40 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 4.00% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:36 | 59:36 | 59:36 | 59:36 | 59:36 | 59:36 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 4.00% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 36:02 | 00:00 | 00:00 |
 | Magic Stick | 6 | 24.00% | 39.0 | 33.33% | -3.51% | -33.33% | -33.33% | 0.00% | 00:31 | -01:29 | -01:29 | -01:29 | 03:41 | 05:21 | 05:10 | 03:49 |
 | Void Stone | 7 | 28.00% | 36.6 | 28.57% | -10.32% | +21.43% | +21.43% | 0.00% | 25:05 | 09:24 | 14:31 | 17:05 | 23:07 | 59:35 | 08:36 | 06:22 |
 | Orchid Malevolence | 2 | 8.00% | 34.1 | 50.00% | +15.22% | +50.00% | 0.00% | 0.00% | 38:41 | 19:30 | 19:30 | 57:51 | 57:51 | 57:51 | 38:21 | 28:24 |
 | Bloodthorn | 2 | 8.00% | 31.7 | 50.00% | +15.22% | +50.00% | 0.00% | 0.00% | 52:26 | 46:52 | 46:52 | 57:59 | 57:59 | 57:59 | 11:07 | 08:14 |
 | Aghanim's Blessing | 2 | 8.00% | 29.3 | 50.00% | +15.22% | +50.00% | 0.00% | 0.00% | 47:20 | 43:00 | 43:00 | 51:39 | 51:39 | 51:39 | 08:39 | 06:24 |
 | Tranquil Boots | 2 | 8.00% | 26.8 | 50.00% | +15.22% | +50.00% | 0.00% | 0.00% | 12:18 | 12:17 | 12:17 | 12:18 | 12:18 | 12:18 | 00:01 | 00:00 |
 | Crown | 5 | 20.00% | 24.4 | 20.00% | -20.00% | -20.00% | -20.00% | 0.00% | 14:01 | 09:14 | 09:14 | 13:09 | 16:11 | 21:58 | 06:57 | 05:08 |
 | Meteor Hammer | 5 | 20.00% | 22.0 | 20.00% | -20.00% | +80.00% | -20.00% | 0.00% | 19:40 | 14:31 | 14:31 | 17:26 | 18:17 | 30:59 | 03:46 | 02:47 |
 | Aghanim's Shard | 6 | 24.00% | 19.5 | 16.67% | -25.44% | +33.33% | -16.67% | -2.88% | 34:13 | 24:58 | 26:03 | 32:27 | 43:24 | 45:28 | 17:21 | 12:51 |
 | Nullifier | 1 | 4.00% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:06 | 55:06 | 55:06 | 55:06 | 55:06 | 55:06 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.00% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:53 | 54:53 | 54:53 | 54:53 | 54:53 | 54:53 | 00:00 | 00:00 |
 | Moon Shard | 3 | 12.00% | 12.2 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 52:12 | 47:22 | 47:22 | 47:54 | 1:01:19 | 1:01:19 | 13:57 | 10:20 |
 | Linken's Sphere | 1 | 4.00% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.00% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Javelin | 3 | 12.00% | 4.9 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 38:54 | 33:40 | 33:40 | 40:09 | 42:54 | 42:54 | 09:14 | 06:50 |
 | Monkey King Bar | 3 | 12.00% | 2.4 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 39:22 | 34:29 | 34:29 | 40:39 | 42:58 | 42:58 | 08:29 | 06:17 |