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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 | |
 | Yasha | 10 | 35.71% | 100.0 | 70.00% | +31.11% | -3.33% | +30.00% | 3.87% | 17:08 | 11:22 | 12:30 | 13:59 | 21:07 | 26:52 | 08:37 | 06:22 |
 | Orb of Venom | 3 | 10.71% | 97.8 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 35:09 | 28:55 | 28:55 | 33:30 | 43:02 | 43:02 | 14:07 | 10:27 |
 | Eye of Skadi | 3 | 10.71% | 95.7 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 37:33 | 31:23 | 31:23 | 36:26 | 44:49 | 44:49 | 13:26 | 09:57 |
 | Bottle | 22 | 78.57% | 93.5 | 54.55% | +21.22% | +12.12% | -14.55% | -12.80% | 03:56 | 02:04 | 02:50 | 03:06 | 04:55 | 08:15 | 02:05 | 01:32 |
 | Boots of Speed | 28 | 100.00% | 91.3 | 50.00% | +50.00% | +7.14% | -7.14% | -7.26% | 02:39 | 00:02 | 01:34 | 02:06 | 03:32 | 05:09 | 01:58 | 01:27 |
 | Power Treads | 28 | 100.00% | 89.1 | 50.00% | +50.00% | +7.14% | -35.71% | -15.77% | 08:09 | 04:46 | 06:50 | 07:57 | 09:33 | 10:56 | 02:43 | 02:00 |
 | Wraith Band | 28 | 100.00% | 87.0 | 50.00% | +50.00% | -7.14% | -7.14% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | -00:37 | 00:00 | 00:00 |
 | Sange | 5 | 17.86% | 84.8 | 80.00% | +36.52% | +20.00% | -80.00% | 0.00% | 17:55 | 10:42 | 10:42 | 16:11 | 23:53 | 24:48 | 13:11 | 09:45 |
 | Sange and Yasha | 5 | 17.86% | 82.6 | 80.00% | +36.52% | +20.00% | +20.00% | 0.00% | 19:50 | 13:27 | 13:27 | 18:41 | 24:48 | 26:04 | 11:21 | 08:24 |
 | Black King Bar | 24 | 85.71% | 80.4 | 50.00% | 0.00% | -16.67% | 0.00% | 2.10% | 24:53 | 15:32 | 21:10 | 23:14 | 29:06 | 32:18 | 07:56 | 05:52 |
 | Magic Wand | 22 | 78.57% | 78.3 | 50.00% | 0.00% | -16.67% | +10.00% | 7.66% | 05:28 | 01:49 | 03:35 | 04:33 | 07:04 | 10:29 | 03:29 | 02:34 |
 | Ring of Protection | 25 | 89.29% | 76.1 | 48.00% | -18.67% | +2.00% | -14.67% | -6.10% | 05:35 | 00:45 | 04:07 | 06:18 | 06:51 | 09:34 | 02:44 | 02:01 |
 | Ring of Aquila | 25 | 89.29% | 73.9 | 48.00% | -18.67% | +18.67% | +2.00% | -6.76% | 06:13 | 02:07 | 05:04 | 06:44 | 07:32 | 10:08 | 02:28 | 01:49 |
 | Ring of Basilius | 25 | 89.29% | 71.7 | 48.00% | -18.67% | +18.67% | -14.67% | -18.70% | 05:47 | 01:39 | 05:04 | 06:18 | 06:51 | 09:41 | 01:47 | 01:19 |
 | Dragon Lance | 20 | 71.43% | 69.6 | 50.00% | 0.00% | +10.00% | -50.00% | -15.72% | 13:59 | 09:55 | 11:10 | 12:13 | 14:59 | 30:36 | 03:49 | 02:49 |
 | Hurricane Pike | 15 | 53.57% | 67.4 | 53.33% | +7.18% | +46.67% | -28.33% | -11.78% | 22:43 | 16:07 | 16:47 | 18:59 | 23:09 | 42:16 | 06:22 | 04:42 |
 | Ring of Health | 18 | 64.29% | 65.2 | 50.00% | 0.00% | +50.00% | -25.00% | -8.41% | 22:27 | 14:51 | 16:09 | 18:10 | 25:04 | 42:16 | 08:55 | 06:36 |
 | Magic Stick | 24 | 85.71% | 63.0 | 45.83% | -29.17% | -12.50% | +4.17% | 3.72% | 04:38 | 00:56 | 02:07 | 04:22 | 06:36 | 09:51 | 04:29 | 03:19 |
 | Force Staff | 16 | 57.14% | 60.9 | 50.00% | 0.00% | +50.00% | -25.00% | -9.89% | 22:28 | 14:58 | 16:07 | 18:02 | 23:42 | 42:16 | 07:35 | 05:37 |
 | Butterfly | 14 | 50.00% | 58.7 | 50.00% | 0.00% | +25.00% | -50.00% | -6.53% | 32:33 | 21:43 | 26:06 | 32:14 | 37:35 | 42:32 | 11:29 | 08:30 |
 | Blink Dagger | 2 | 7.14% | 56.5 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 21:52 | 16:24 | 16:24 | 27:19 | 27:19 | 27:19 | 10:55 | 08:05 |
 | Aghanim's Scepter | 2 | 7.14% | 54.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 25:03 | 21:55 | 21:55 | 28:10 | 28:10 | 28:10 | 06:15 | 04:37 |
 | Manta Style | 5 | 17.86% | 52.2 | 60.00% | +12.17% | -60.00% | +40.00% | 0.00% | 19:20 | 15:48 | 15:48 | 17:10 | 19:14 | 28:28 | 03:26 | 02:32 |
 | Morbid Mask | 6 | 21.43% | 50.0 | 50.00% | 0.00% | 0.00% | +50.00% | 5.94% | 50:15 | 36:40 | 43:31 | 44:28 | 51:56 | 1:14:23 | 08:25 | 06:14 |
 | Satanic | 6 | 21.43% | 47.8 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 51:32 | 36:58 | 45:34 | 48:07 | 52:36 | 1:14:59 | 07:02 | 05:12 |
 | Void Stone | 3 | 10.71% | 45.7 | 66.67% | +18.67% | +33.33% | 0.00% | 0.00% | 20:27 | 13:09 | 13:09 | 23:07 | 25:04 | 25:04 | 11:55 | 08:49 |
 | Crystalys | 7 | 25.00% | 43.5 | 42.86% | -9.52% | +57.14% | +7.14% | -9.87% | 46:51 | 36:41 | 41:22 | 44:06 | 46:26 | 1:01:07 | 05:04 | 03:45 |
 | Javelin | 4 | 14.29% | 41.3 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 44:05 | 32:36 | 32:36 | 39:35 | 50:45 | 53:25 | 18:09 | 13:26 |
 | Shiva's Guard | 1 | 3.57% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Headdress | 1 | 3.57% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:30:27 | 1:30:27 | 1:30:27 | 1:30:27 | 1:30:27 | 1:30:27 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.57% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 55:07 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 3.57% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 3.57% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:30:27 | 1:30:27 | 1:30:27 | 1:30:27 | 1:30:27 | 1:30:27 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.57% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.57% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.57% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:14 | 48:14 | 48:14 | 48:14 | 48:14 | 48:14 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.57% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Shadow Blade | 12 | 42.86% | 19.6 | 25.00% | -43.75% | -25.00% | +41.67% | 20.94% | 15:17 | 12:07 | 13:13 | 13:45 | 16:24 | 21:54 | 03:11 | 02:21 |
 | Silver Edge | 8 | 28.57% | 17.4 | 25.00% | -35.00% | +25.00% | +25.00% | 0.00% | 37:29 | 16:47 | 21:52 | 26:35 | 29:49 | 1:43:44 | 07:57 | 05:53 |
 | Linken's Sphere | 2 | 7.14% | 15.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 24:35 | 23:29 | 23:29 | 25:40 | 25:40 | 25:40 | 02:11 | 01:37 |
 | Wind Lace | 2 | 7.14% | 13.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 10:07 | 09:34 | 09:34 | 10:40 | 10:40 | 10:40 | 01:06 | 00:48 |
 | Moon Shard | 2 | 7.14% | 10.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 59:44 | 56:21 | 56:21 | 1:03:07 | 1:03:07 | 1:03:07 | 06:46 | 05:00 |
 | Orchid Malevolence | 3 | 10.71% | 8.7 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 51:19 | 39:35 | 39:35 | 53:20 | 1:01:01 | 1:01:01 | 21:26 | 15:52 |
 | Bloodthorn | 3 | 10.71% | 6.5 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 53:21 | 43:12 | 43:12 | 55:44 | 1:01:07 | 1:01:07 | 17:55 | 13:16 |
 | Monkey King Bar | 3 | 10.71% | 4.3 | 33.33% | -18.67% | -33.33% | 0.00% | 0.00% | 43:18 | 32:36 | 32:36 | 39:35 | 57:42 | 57:42 | 25:06 | 18:35 |
 | Soul Ring | 1 | 3.57% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |