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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 | |
Null Talisman | 13 | 76.47% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 14:32 | 02:09 | 10:39 | 12:58 | 17:17 | 32:25 | 06:38 | 04:54 | |
Ring of Health | 7 | 41.18% | 97.4 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 31:09 | 22:10 | 26:19 | 29:50 | 33:48 | 40:21 | 07:29 | 05:32 | |
Tranquil Boots | 13 | 76.47% | 94.9 | 92.31% | +42.31% | +7.69% | +7.69% | 0.00% | 11:04 | 07:35 | 09:39 | 11:23 | 11:48 | 14:02 | 02:09 | 01:35 | |
Wind Lace | 13 | 76.47% | 92.3 | 92.31% | +42.31% | -25.64% | +7.69% | 11.90% | 09:38 | 06:52 | 07:52 | 09:19 | 10:40 | 13:18 | 02:48 | 02:04 | |
Void Stone | 6 | 35.29% | 89.7 | 100.00% | +27.27% | 0.00% | 0.00% | 0.00% | 30:17 | 26:11 | 26:19 | 29:05 | 33:28 | 36:48 | 07:09 | 05:17 | |
Magic Stick | 15 | 88.24% | 87.2 | 86.67% | +36.67% | +13.33% | +13.33% | 0.00% | 02:59 | -01:29 | 01:30 | 03:06 | 04:13 | 08:39 | 02:43 | 02:00 | |
Magic Wand | 15 | 88.24% | 84.6 | 86.67% | +36.67% | +13.33% | +13.33% | 0.00% | 05:15 | 02:10 | 03:44 | 04:56 | 05:58 | 09:15 | 02:14 | 01:39 | |
Blink Dagger | 14 | 82.35% | 82.1 | 85.71% | +19.04% | -10.71% | +14.29% | 3.39% | 26:54 | 17:36 | 22:53 | 23:57 | 30:15 | 41:25 | 07:22 | 05:27 | |
Aghanim's Shard | 14 | 82.35% | 79.5 | 85.71% | +19.04% | -10.71% | +14.29% | 8.52% | 16:26 | 15:00 | 15:01 | 15:59 | 17:57 | 19:21 | 02:56 | 02:10 | |
Boots of Speed | 17 | 100.00% | 76.9 | 82.35% | +82.35% | -32.35% | -7.35% | 5.73% | 07:28 | 01:43 | 05:16 | 07:27 | 09:38 | 11:01 | 04:22 | 03:14 | |
Wraith Pact | 3 | 17.65% | 74.4 | 100.00% | +21.43% | 0.00% | 0.00% | 0.00% | 31:18 | 29:18 | 29:18 | 29:34 | 35:01 | 35:01 | 05:43 | 04:14 | |
Black King Bar | 5 | 29.41% | 71.8 | 80.00% | -3.33% | +20.00% | +20.00% | 0.00% | 30:20 | 21:03 | 21:03 | 22:06 | 41:20 | 45:15 | 20:17 | 15:01 | |
Maelstrom | 5 | 29.41% | 69.2 | 80.00% | -3.33% | +20.00% | +20.00% | 0.00% | 22:43 | 12:53 | 12:53 | 14:33 | 36:10 | 36:16 | 23:17 | 17:14 | |
Javelin | 5 | 29.41% | 66.7 | 80.00% | -3.33% | +20.00% | +20.00% | 0.00% | 18:38 | 06:38 | 06:38 | 09:29 | 32:04 | 36:16 | 25:26 | 18:50 | |
Vladmir's Offering | 4 | 23.53% | 64.1 | 75.00% | -9.62% | +25.00% | -75.00% | -16.71% | 29:58 | 23:47 | 23:47 | 25:18 | 29:46 | 40:59 | 05:59 | 04:25 | |
Buckler | 4 | 23.53% | 61.5 | 75.00% | -9.62% | +25.00% | -75.00% | -16.17% | 27:10 | 20:25 | 20:25 | 20:41 | 26:36 | 40:57 | 06:11 | 04:34 | |
Ring of Basilius | 4 | 23.53% | 59.0 | 75.00% | -9.62% | +25.00% | -75.00% | -12.07% | 26:02 | 17:14 | 17:14 | 20:25 | 25:31 | 40:57 | 08:17 | 06:08 | |
Morbid Mask | 4 | 23.53% | 56.4 | 75.00% | -9.62% | +25.00% | -75.00% | -14.81% | 29:15 | 22:23 | 22:23 | 24:32 | 29:08 | 40:57 | 06:45 | 05:00 | |
Ring of Protection | 4 | 23.53% | 53.8 | 75.00% | -9.62% | +25.00% | -75.00% | -16.22% | 27:10 | 20:25 | 20:25 | 20:41 | 26:35 | 40:57 | 06:10 | 04:34 | |
Fluffy Hat | 4 | 23.53% | 51.3 | 75.00% | -9.62% | -75.00% | +25.00% | 26.20% | 24:34 | 20:29 | 20:29 | 24:03 | 24:18 | 29:26 | 03:49 | 02:49 | |
Crystalys | 2 | 11.76% | 48.7 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 40:25 | 32:19 | 32:19 | 48:30 | 48:30 | 48:30 | 16:11 | 11:59 | |
Crown | 2 | 11.76% | 46.2 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 43:21 | 43:00 | 43:00 | 43:42 | 43:42 | 43:42 | 00:42 | 00:31 | |
Lotus Orb | 2 | 11.76% | 43.6 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 37:05 | 33:48 | 33:48 | 40:22 | 40:22 | 40:22 | 06:34 | 04:51 | |
Rod of Atos | 2 | 11.76% | 41.0 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 43:21 | 43:00 | 43:00 | 43:42 | 43:42 | 43:42 | 00:42 | 00:31 | |
Gleipnir | 2 | 11.76% | 38.5 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:50 | 43:50 | 44:08 | 44:08 | 44:08 | 00:18 | 00:13 | |
Quelling Blade | 2 | 11.76% | 35.9 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 08:57 | 07:38 | 07:38 | 10:16 | 10:16 | 10:16 | 02:38 | 01:57 | |
Linken's Sphere | 2 | 11.76% | 33.3 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 33:25 | 29:18 | 29:18 | 37:31 | 37:31 | 37:31 | 08:13 | 06:05 | |
Force Staff | 3 | 17.65% | 30.8 | 66.67% | -19.04% | -66.67% | 0.00% | 0.00% | 29:27 | 24:57 | 24:57 | 30:25 | 32:59 | 32:59 | 08:02 | 05:57 | |
Daedalus | 1 | 5.88% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 5.88% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 5.88% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 | |
Chainmail | 1 | 5.88% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 5.88% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 | |
Blight Stone | 2 | 11.76% | 15.4 | 50.00% | -36.67% | -50.00% | 0.00% | 0.00% | 21:12 | -01:29 | -01:29 | 43:53 | 43:53 | 43:53 | 45:22 | 33:36 | |
Headdress | 2 | 11.76% | 12.8 | 50.00% | -36.67% | -50.00% | 0.00% | 0.00% | 18:11 | -01:29 | -01:29 | 37:50 | 37:50 | 37:50 | 39:19 | 29:07 | |
Power Treads | 2 | 11.76% | 10.3 | 50.00% | -36.67% | -50.00% | 0.00% | 0.00% | 06:42 | 06:33 | 06:33 | 06:50 | 06:50 | 06:50 | 00:17 | 00:12 | |
Bottle | 2 | 11.76% | 7.7 | 50.00% | -36.67% | -50.00% | 0.00% | 0.00% | 08:52 | 01:38 | 01:38 | 16:06 | 16:06 | 16:06 | 14:28 | 10:42 | |
Monkey King Bar | 1 | 5.88% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 | |
Arcane Boots | 1 | 5.88% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |