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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 | |
Blink Dagger | 8 | 38.10% | 100.0 | 75.00% | +59.62% | +25.00% | +25.00% | 0.00% | 28:37 | 22:33 | 23:17 | 24:29 | 24:53 | 59:53 | 01:36 | 01:11 | |
Kaya and Sange | 5 | 23.81% | 97.4 | 80.00% | +55.00% | +20.00% | +20.00% | 0.00% | 26:38 | 18:58 | 18:58 | 28:28 | 32:02 | 34:33 | 13:04 | 09:40 | |
Bottle | 10 | 47.62% | 94.9 | 60.00% | +41.82% | +40.00% | -10.00% | -50.00% | 01:53 | 01:10 | 01:20 | 01:32 | 02:07 | 04:11 | 00:47 | 00:34 | |
Kaya | 6 | 28.57% | 92.3 | 66.67% | +40.00% | -16.67% | +33.33% | 4.75% | 26:16 | 18:46 | 18:58 | 27:22 | 29:29 | 34:33 | 10:31 | 07:47 | |
Aeon Disk | 6 | 28.57% | 89.7 | 66.67% | +40.00% | -16.67% | +33.33% | 2.08% | 42:47 | 30:59 | 31:10 | 35:19 | 55:10 | 58:52 | 24:00 | 17:46 | |
Sange | 6 | 28.57% | 87.2 | 66.67% | +40.00% | -16.67% | -66.67% | -2.33% | 26:04 | 11:16 | 13:03 | 28:23 | 34:32 | 37:26 | 21:29 | 15:54 | |
Shiva's Guard | 9 | 42.86% | 84.6 | 55.56% | +30.56% | -5.56% | -5.56% | 0.00% | 35:26 | 25:42 | 29:23 | 36:08 | 40:45 | 43:22 | 11:22 | 08:25 | |
Black King Bar | 15 | 71.43% | 82.1 | 46.67% | +30.00% | +3.33% | +3.33% | 0.00% | 21:08 | 15:58 | 17:03 | 18:06 | 20:17 | 37:34 | 03:14 | 02:23 | |
Linken's Sphere | 2 | 9.52% | 79.5 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 51:51 | 51:00 | 51:00 | 52:42 | 52:42 | 52:42 | 01:42 | 01:15 | |
Magic Wand | 19 | 90.48% | 76.9 | 42.11% | +42.11% | -42.11% | +17.89% | 11.80% | 05:58 | -01:29 | 02:58 | 06:17 | 08:03 | 17:54 | 05:05 | 03:45 | |
Null Talisman | 13 | 61.90% | 74.4 | 46.15% | +21.15% | -12.82% | +20.52% | 16.81% | 04:21 | 02:21 | 03:14 | 04:09 | 05:13 | 07:22 | 01:59 | 01:28 | |
Magic Stick | 20 | 95.24% | 71.8 | 40.00% | +40.00% | -20.00% | +20.00% | 16.44% | 01:45 | -01:29 | -01:29 | 02:07 | 03:55 | 09:16 | 05:24 | 04:00 | |
Void Stone | 10 | 47.62% | 69.2 | 50.00% | +22.73% | +16.67% | +50.00% | 2.49% | 38:31 | 13:24 | 34:29 | 39:08 | 47:52 | 52:42 | 13:23 | 09:54 | |
Boots of Speed | 21 | 100.00% | 66.7 | 38.10% | +38.10% | +1.90% | -18.10% | -7.19% | 05:06 | 01:18 | 03:21 | 04:12 | 06:08 | 10:44 | 02:47 | 02:03 | |
Ring of Health | 8 | 38.10% | 64.1 | 50.00% | +19.23% | -50.00% | +50.00% | 3.81% | 39:57 | 15:57 | 24:28 | 42:07 | 50:42 | 52:34 | 26:14 | 19:25 | |
Aghanim's Shard | 14 | 66.67% | 61.5 | 28.57% | -28.57% | +21.43% | -28.57% | -4.94% | 25:12 | 15:01 | 18:51 | 24:41 | 28:58 | 43:20 | 10:07 | 07:29 | |
Refresher Orb | 4 | 19.05% | 59.0 | 50.00% | +14.71% | +50.00% | +50.00% | 0.00% | 46:18 | 42:18 | 42:18 | 43:53 | 48:10 | 50:51 | 05:52 | 04:20 | |
Urn of Shadows | 1 | 4.76% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 4.76% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 4.76% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 | |
Power Treads | 5 | 23.81% | 48.7 | 40.00% | +2.50% | +60.00% | -40.00% | -56.60% | 08:16 | 07:09 | 07:09 | 08:16 | 08:55 | 09:13 | 01:46 | 01:18 | |
Wind Lace | 7 | 33.33% | 46.2 | 28.57% | -14.29% | +21.43% | +21.43% | 0.00% | 15:50 | 09:30 | 10:31 | 15:13 | 16:48 | 22:47 | 06:17 | 04:39 | |
Ring of Protection | 2 | 9.52% | 43.6 | 50.00% | +13.16% | -50.00% | 0.00% | 0.00% | 06:26 | 01:23 | 01:23 | 11:29 | 11:29 | 11:29 | 10:06 | 07:28 | |
Tranquil Boots | 2 | 9.52% | 41.0 | 50.00% | +13.16% | +50.00% | 0.00% | 0.00% | 35:35 | 23:10 | 23:10 | 48:00 | 48:00 | 48:00 | 24:50 | 18:23 | |
Eul's Scepter of Divinity | 2 | 9.52% | 38.5 | 50.00% | +13.16% | +50.00% | 0.00% | 0.00% | 25:38 | 13:57 | 13:57 | 37:19 | 37:19 | 37:19 | 23:22 | 17:18 | |
Chainmail | 3 | 14.29% | 35.9 | 33.33% | -5.56% | -33.33% | 0.00% | 0.00% | 08:54 | 08:47 | 08:47 | 08:52 | 09:04 | 09:04 | 00:17 | 00:12 | |
Phase Boots | 3 | 14.29% | 33.3 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 09:39 | 09:18 | 09:18 | 09:36 | 10:02 | 10:02 | 00:44 | 00:32 | |
Glimmer Cape | 4 | 19.05% | 30.8 | 25.00% | -16.18% | -25.00% | -25.00% | 0.00% | 24:49 | 18:31 | 18:31 | 23:53 | 27:15 | 29:37 | 08:44 | 06:28 | |
Fluffy Hat | 6 | 28.57% | 28.2 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 09:10 | 00:42 | 02:43 | 06:31 | 08:52 | 27:38 | 06:09 | 04:33 | |
Falcon Blade | 1 | 4.76% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 4.76% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 | |
Ghost Scepter | 3 | 14.29% | 20.5 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 30:52 | 26:48 | 26:48 | 30:35 | 35:14 | 35:14 | 08:26 | 06:14 | |
Arcane Boots | 1 | 4.76% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 | |
Quelling Blade | 1 | 4.76% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 10:37 | 00:00 | 00:00 | |
Lotus Orb | 2 | 9.52% | 12.8 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 32:42 | 26:00 | 26:00 | 39:23 | 39:23 | 39:23 | 13:23 | 09:54 | |
Heaven's Halberd | 1 | 4.76% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 | |
Drum of Endurance | 3 | 14.29% | 7.7 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 18:19 | 15:42 | 15:42 | 17:51 | 21:25 | 21:25 | 05:43 | 04:14 | |
Hood of Defiance | 1 | 4.76% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 15:57 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 4.76% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 |