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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 | 7 | 38.89% | 100.0 | 85.71% | +40.26% | +14.29% | -35.71% | -5.31% | 30:08 | 21:15 | 24:52 | 32:47 | 34:18 | 38:35 | 09:25 | 06:58 | |
Magic Wand | 17 | 94.44% | 97.2 | 64.71% | +64.71% | +15.29% | -4.71% | -5.71% | 10:26 | 03:49 | 08:43 | 11:03 | 12:13 | 17:13 | 03:30 | 02:35 | |
Arcane Boots | 17 | 94.44% | 94.4 | 64.71% | +64.71% | +15.29% | -24.71% | -14.20% | 11:46 | 09:36 | 09:52 | 11:32 | 12:41 | 16:53 | 02:49 | 02:05 | |
Ring of Basilius | 17 | 94.44% | 91.7 | 64.71% | +64.71% | +15.29% | -24.71% | -14.72% | 09:21 | 03:42 | 08:09 | 09:14 | 10:52 | 15:09 | 02:43 | 02:00 | |
Wind Lace | 8 | 44.44% | 88.9 | 75.00% | +25.00% | -25.00% | +25.00% | 33.52% | 11:54 | 04:01 | 11:49 | 13:10 | 13:19 | 14:37 | 01:29 | 01:06 | |
Magic Stick | 18 | 100.00% | 86.1 | 61.11% | +61.11% | -11.11% | -1.11% | 1.42% | 03:41 | -01:29 | -01:29 | 03:15 | 08:31 | 11:51 | 10:00 | 07:24 | |
Boots of Speed | 18 | 100.00% | 83.3 | 61.11% | +61.11% | -1.11% | -1.11% | 0.00% | 07:08 | 05:05 | 05:45 | 06:24 | 07:44 | 13:22 | 01:59 | 01:28 | |
Aether Lens | 10 | 55.56% | 80.6 | 70.00% | +20.00% | +30.00% | +30.00% | 0.00% | 28:40 | 18:46 | 22:36 | 25:07 | 34:20 | 44:12 | 11:44 | 08:41 | |
Void Stone | 10 | 55.56% | 77.8 | 70.00% | +20.00% | +30.00% | -3.33% | -3.45% | 24:22 | 16:04 | 16:43 | 23:10 | 26:22 | 43:51 | 09:39 | 07:08 | |
Aghanim's Shard | 7 | 38.89% | 75.0 | 71.43% | +16.88% | -21.43% | +28.57% | 4.75% | 27:07 | 15:48 | 21:57 | 22:51 | 32:29 | 42:17 | 10:31 | 07:47 | |
Glimmer Cape | 4 | 22.22% | 72.2 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 33:55 | 16:31 | 24:13 | 27:39 | 37:19 | 1:03:49 | 13:06 | 09:42 | |
Psychic Headband | 2 | 11.11% | 69.4 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Aeon Disk | 2 | 11.11% | 66.7 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 45:42 | 44:00 | 44:51 | 45:42 | 46:33 | 47:24 | 01:42 | 01:15 | |
Fluffy Hat | 5 | 27.78% | 63.9 | 60.00% | -1.54% | +40.00% | -60.00% | -3.37% | 29:10 | 11:08 | 13:21 | 33:13 | 43:03 | 45:05 | 29:42 | 22:00 | |
Force Staff | 4 | 22.22% | 61.1 | 50.00% | -14.29% | +50.00% | -50.00% | -7.36% | 36:04 | 21:34 | 30:18 | 38:08 | 43:54 | 46:27 | 13:35 | 10:04 | |
Headdress | 4 | 22.22% | 58.3 | 50.00% | -14.29% | -50.00% | +50.00% | 32.65% | 14:51 | 12:41 | 13:22 | 14:57 | 16:26 | 16:47 | 03:03 | 02:16 | |
Chainmail | 4 | 22.22% | 55.6 | 50.00% | -14.29% | +50.00% | +50.00% | 0.00% | 16:16 | 15:53 | 16:02 | 16:12 | 16:26 | 16:48 | 00:24 | 00:17 | |
Mekansm | 4 | 22.22% | 52.8 | 50.00% | -14.29% | -50.00% | +50.00% | 41.96% | 20:21 | 18:09 | 19:07 | 20:17 | 21:30 | 22:38 | 02:23 | 01:45 | |
Arcane Ring | 1 | 5.56% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 | |
Light Collector | 1 | 5.56% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Diadem | 1 | 5.56% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 00:00 | 00:00 | |
Defiant Shell | 1 | 5.56% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 | |
Seeds of Serenity | 1 | 5.56% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 | |
Wraith Band | 1 | 5.56% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 00:00 | 00:00 | |
Telescope | 1 | 5.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 00:00 | 00:00 | |
Shadow Blade | 1 | 5.56% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:54 | 42:54 | 42:54 | 42:54 | 42:54 | 42:54 | 00:00 | 00:00 | |
Holy Locket | 1 | 5.56% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 | |
Gossamer Cape | 1 | 5.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Philosopher's Stone | 2 | 11.11% | 22.2 | 50.00% | -12.50% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Buckler | 2 | 11.11% | 19.4 | 50.00% | -12.50% | -50.00% | +50.00% | 0.00% | 35:02 | 34:46 | 34:54 | 35:02 | 35:10 | 35:18 | 00:16 | 00:11 | |
Guardian Greaves | 2 | 11.11% | 16.7 | 50.00% | -12.50% | -50.00% | +50.00% | 0.00% | 35:12 | 35:05 | 35:08 | 35:11 | 35:14 | 35:18 | 00:06 | 00:04 | |
Ring of Protection | 3 | 16.67% | 13.9 | 33.33% | -33.34% | -33.33% | +66.67% | 15.00% | 30:40 | 21:58 | 28:21 | 34:45 | 35:01 | 35:18 | 06:40 | 04:56 | |
Faded Broach | 2 | 11.11% | 11.1 | 0.00% | -68.75% | 0.00% | 0.00% | 0.00% | 11:30 | 11:00 | 11:15 | 11:30 | 11:45 | 12:00 | 00:30 | 00:22 | |
Pupil's Gift | 1 | 5.56% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 | |
Ogre Seal Totem | 1 | 5.56% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 | |
Quelling Blade | 1 | 5.56% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 00:00 | 00:00 |