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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Ring of Health | 13 | 31.71% | 100.0 | 84.62% | +41.76% | -17.95% | +15.38% | 3.60% | 29:12 | 17:49 | 22:22 | 25:16 | 31:38 | 60:12 | 09:16 | 06:51 | |
Shadow Blade | 28 | 68.29% | 97.8 | 64.29% | +25.83% | -21.43% | -7.15% | 4.68% | 19:47 | 14:58 | 17:51 | 19:12 | 20:54 | 29:19 | 03:03 | 02:15 | |
Shiva's Guard | 7 | 17.07% | 95.7 | 85.71% | +35.71% | -35.71% | +14.29% | 7.56% | 36:34 | 31:54 | 33:25 | 35:22 | 40:02 | 40:53 | 06:37 | 04:54 | |
Black King Bar | 27 | 65.85% | 93.5 | 62.96% | +20.10% | -20.10% | -20.10% | 0.00% | 29:38 | 18:38 | 23:47 | 29:23 | 31:45 | 57:21 | 07:58 | 05:54 | |
Magic Wand | 18 | 43.90% | 91.3 | 66.67% | +18.84% | -6.67% | -16.67% | -2.33% | 07:36 | 00:31 | 04:50 | 06:54 | 09:08 | 20:37 | 04:18 | 03:11 | |
Eul's Scepter of Divinity | 40 | 97.56% | 89.1 | 57.50% | +57.50% | +2.50% | -7.50% | -3.17% | 14:51 | 11:12 | 12:30 | 13:30 | 15:39 | 31:11 | 03:09 | 02:20 | |
Wind Lace | 40 | 97.56% | 87.0 | 57.50% | +57.50% | +2.50% | +2.50% | 0.00% | 10:42 | 05:18 | 08:26 | 11:01 | 12:21 | 16:12 | 03:55 | 02:54 | |
Null Talisman | 36 | 87.80% | 84.8 | 58.33% | +18.33% | +19.45% | -2.77% | 0.00% | -00:54 | -01:30 | -01:29 | -01:29 | -01:29 | 06:25 | 00:00 | 00:00 | |
Magic Stick | 24 | 58.54% | 82.6 | 62.50% | +15.44% | +4.17% | +4.17% | 0.00% | 03:47 | -01:29 | 01:31 | 03:17 | 06:08 | 10:28 | 04:37 | 03:25 | |
Boots of Speed | 41 | 100.00% | 80.4 | 56.10% | +56.10% | -6.10% | +13.90% | 9.84% | 06:02 | 03:13 | 04:39 | 05:51 | 06:41 | 10:16 | 02:02 | 01:30 | |
Void Stone | 41 | 100.00% | 78.3 | 56.10% | +56.10% | +23.90% | +13.90% | -2.78% | 10:56 | 06:06 | 08:31 | 10:36 | 12:07 | 19:30 | 03:36 | 02:40 | |
Linken's Sphere | 6 | 14.63% | 76.1 | 83.33% | +31.90% | -33.33% | +16.67% | 3.59% | 34:04 | 24:45 | 25:34 | 26:16 | 39:29 | 1:01:21 | 13:55 | 10:18 | |
Phase Boots | 16 | 39.02% | 73.9 | 62.50% | +10.50% | -12.50% | -12.50% | 0.00% | 09:47 | 05:32 | 06:56 | 09:12 | 10:21 | 20:39 | 03:25 | 02:31 | |
Bottle | 28 | 68.29% | 71.7 | 53.57% | -7.97% | -10.71% | -10.71% | 0.00% | 03:41 | 01:45 | 02:25 | 03:12 | 04:11 | 08:30 | 01:46 | 01:18 | |
Daedalus | 3 | 7.32% | 69.6 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 43:43 | 35:25 | 35:25 | 43:25 | 52:18 | 52:18 | 16:53 | 12:30 | |
Arcane Boots | 5 | 12.20% | 67.4 | 80.00% | +27.22% | -80.00% | +20.00% | 6.83% | 15:12 | 06:43 | 06:43 | 15:21 | 21:22 | 22:04 | 14:39 | 10:51 | |
Bloodstone | 5 | 12.20% | 65.2 | 80.00% | +27.22% | +20.00% | +20.00% | 0.00% | 28:56 | 25:12 | 25:12 | 27:31 | 31:38 | 33:29 | 06:26 | 04:45 | |
Ring of Protection | 16 | 39.02% | 63.0 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 04:44 | 01:15 | 02:37 | 04:34 | 05:29 | 10:22 | 02:52 | 02:07 | |
Crystalys | 6 | 14.63% | 60.9 | 66.67% | +12.38% | -16.67% | +33.33% | 4.78% | 37:44 | 31:14 | 31:58 | 35:18 | 42:26 | 48:30 | 10:28 | 07:45 | |
Ring of Aquila | 14 | 34.15% | 58.7 | 50.00% | -9.26% | 0.00% | -16.67% | -6.10% | 05:33 | 02:39 | 03:50 | 05:18 | 06:34 | 10:43 | 02:44 | 02:01 | |
Ring of Basilius | 14 | 34.15% | 56.5 | 50.00% | -9.26% | 0.00% | -16.67% | -4.57% | 04:48 | 01:29 | 02:54 | 04:14 | 06:33 | 10:22 | 03:39 | 02:42 | |
Wraith Band | 14 | 34.15% | 54.3 | 50.00% | -9.26% | 0.00% | -50.00% | -21.13% | 04:13 | 01:41 | 02:49 | 03:13 | 05:11 | 08:31 | 02:22 | 01:45 | |
Scythe of Vyse | 2 | 4.88% | 52.2 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 50:30 | 48:11 | 48:11 | 52:48 | 52:48 | 52:48 | 04:37 | 03:25 | |
Assault Cuirass | 2 | 4.88% | 50.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 29:33 | 28:28 | 28:28 | 30:38 | 30:38 | 30:38 | 02:10 | 01:36 | |
Chainmail | 2 | 4.88% | 47.8 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 27:39 | 26:02 | 26:02 | 29:16 | 29:16 | 29:16 | 03:14 | 02:23 | |
Blink Dagger | 4 | 9.76% | 45.7 | 50.00% | -6.76% | -50.00% | -50.00% | 0.00% | 20:39 | 15:56 | 15:56 | 17:06 | 20:02 | 29:32 | 04:06 | 03:02 | |
Aghanim's Scepter | 4 | 9.76% | 43.5 | 50.00% | -6.76% | -50.00% | -50.00% | 0.00% | 34:06 | 23:09 | 23:09 | 32:00 | 36:55 | 44:18 | 13:46 | 10:11 | |
Boots of Travel 2 | 1 | 2.44% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:32 | 1:11:32 | 1:11:32 | 1:11:32 | 1:11:32 | 1:11:32 | 00:00 | 00:00 | |
Silver Edge | 1 | 2.44% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 46:08 | 00:00 | 00:00 | |
Moon Shard | 1 | 2.44% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:08 | 1:10:08 | 1:10:08 | 1:10:08 | 1:10:08 | 1:10:08 | 00:00 | 00:00 | |
Blight Stone | 1 | 2.44% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:32 | 1:15:32 | 1:15:32 | 1:15:32 | 1:15:32 | 1:15:32 | 00:00 | 00:00 | |
Desolator | 1 | 2.44% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:32 | 1:15:32 | 1:15:32 | 1:15:32 | 1:15:32 | 1:15:32 | 00:00 | 00:00 | |
Morbid Mask | 1 | 2.44% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 00:00 | 00:00 | |
Monkey King Bar | 2 | 4.88% | 28.3 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 31:54 | 29:51 | 29:51 | 33:57 | 33:57 | 33:57 | 04:06 | 03:02 | |
Hurricane Pike | 2 | 4.88% | 26.1 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 34:15 | 27:34 | 27:34 | 40:55 | 40:55 | 40:55 | 13:21 | 09:53 | |
Force Staff | 2 | 4.88% | 23.9 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 31:40 | 23:17 | 23:17 | 40:02 | 40:02 | 40:02 | 16:45 | 12:24 | |
Urn of Shadows | 2 | 4.88% | 21.7 | 50.00% | -6.41% | +50.00% | 0.00% | 0.00% | 10:49 | 09:19 | 09:19 | 12:19 | 12:19 | 12:19 | 03:00 | 02:13 | |
Javelin | 3 | 7.32% | 19.6 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 31:06 | 29:18 | 29:18 | 30:34 | 33:25 | 33:25 | 04:07 | 03:02 | |
Aether Lens | 3 | 7.32% | 17.4 | 33.33% | -24.56% | -33.33% | 0.00% | 0.00% | 19:58 | 12:38 | 12:38 | 16:47 | 30:29 | 30:29 | 17:51 | 13:13 | |
Ghost Scepter | 3 | 7.32% | 15.2 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 31:26 | 30:19 | 30:19 | 31:16 | 32:42 | 32:42 | 02:23 | 01:45 | |
Tranquil Boots | 4 | 9.76% | 13.0 | 25.00% | -34.46% | -25.00% | -25.00% | 0.00% | 16:25 | 08:26 | 08:26 | 14:39 | 20:32 | 22:04 | 12:06 | 08:57 | |
Dragon Lance | 4 | 9.76% | 10.9 | 25.00% | -34.46% | -25.00% | +75.00% | 0.00% | 28:32 | 25:30 | 25:30 | 27:34 | 29:48 | 31:16 | 04:18 | 03:11 | |
Lotus Orb | 1 | 2.44% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 35:09 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 2.44% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.44% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 46:55 | 00:00 | 00:00 | |
Nullifier | 1 | 2.44% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 00:00 | 00:00 |