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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 | |
Arcane Boots | 5 | 31.25% | 100.0 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 20:15 | 11:34 | 11:34 | 22:47 | 24:11 | 30:53 | 12:37 | 09:20 | |
Headdress | 4 | 25.00% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:32 | 14:29 | 14:29 | 15:35 | 17:23 | 18:39 | 02:54 | 02:08 | |
Wraith Pact | 6 | 37.50% | 94.3 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 32:43 | 23:17 | 28:12 | 31:31 | 38:30 | 42:16 | 10:18 | 07:37 | |
Vladmir's Offering | 6 | 37.50% | 91.4 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 29:03 | 19:14 | 25:20 | 26:28 | 36:38 | 37:50 | 11:18 | 08:22 | |
Morbid Mask | 6 | 37.50% | 88.6 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 28:43 | 17:47 | 24:50 | 26:27 | 36:38 | 37:50 | 11:48 | 08:44 | |
Ring of Basilius | 6 | 37.50% | 85.7 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 27:51 | 16:35 | 20:58 | 26:19 | 36:38 | 37:50 | 15:40 | 11:36 | |
Buckler | 6 | 37.50% | 82.9 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 27:24 | 16:08 | 18:44 | 26:18 | 36:38 | 37:50 | 17:54 | 13:15 | |
Ring of Health | 3 | 18.75% | 80.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 28:47 | 18:46 | 18:46 | 33:48 | 33:48 | 33:48 | 15:02 | 11:08 | |
Magic Stick | 16 | 100.00% | 77.1 | 62.50% | +62.50% | -37.50% | +12.50% | 7.58% | 04:17 | -01:29 | 01:16 | 04:24 | 07:52 | 09:23 | 06:36 | 04:53 | |
Magic Wand | 16 | 100.00% | 74.3 | 62.50% | +62.50% | +12.50% | -12.50% | -5.40% | 07:28 | 02:12 | 04:10 | 06:38 | 08:48 | 17:34 | 04:38 | 03:25 | |
Ring of Protection | 14 | 87.50% | 71.4 | 64.29% | +14.29% | -39.29% | +35.71% | 17.58% | 08:32 | -01:29 | 03:58 | 06:11 | 08:14 | 36:38 | 04:16 | 03:09 | |
Boots of Speed | 15 | 93.75% | 68.6 | 60.00% | -40.00% | -10.00% | +15.00% | 5.77% | 05:37 | -01:25 | 02:39 | 05:39 | 06:59 | 14:57 | 04:20 | 03:12 | |
Void Stone | 5 | 31.25% | 65.7 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 26:48 | 16:58 | 16:58 | 29:21 | 33:48 | 33:49 | 16:50 | 12:28 | |
Urn of Shadows | 12 | 75.00% | 62.9 | 58.33% | -16.67% | -25.00% | +8.34% | 9.18% | 07:31 | 03:55 | 05:04 | 07:04 | 08:42 | 13:32 | 03:38 | 02:41 | |
Lotus Orb | 2 | 12.50% | 60.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 31:53 | 29:44 | 29:44 | 34:02 | 34:02 | 34:02 | 04:18 | 03:11 | |
Mekansm | 2 | 12.50% | 57.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 16:23 | 15:35 | 15:35 | 17:10 | 17:10 | 17:10 | 01:35 | 01:10 | |
Spirit Vessel | 9 | 56.25% | 54.3 | 55.56% | -15.87% | +44.44% | +44.44% | 0.00% | 18:16 | 13:16 | 14:49 | 16:33 | 17:41 | 32:31 | 02:52 | 02:07 | |
Wind Lace | 5 | 31.25% | 51.4 | 60.00% | -3.64% | +40.00% | +40.00% | 0.00% | 19:29 | 08:02 | 08:02 | 18:08 | 18:50 | 39:54 | 10:48 | 08:00 | |
Wraith Band | 3 | 18.75% | 48.6 | 66.67% | +5.13% | -66.67% | 0.00% | 0.00% | 02:59 | 02:08 | 02:08 | 02:32 | 04:17 | 04:17 | 02:09 | 01:35 | |
Chainmail | 3 | 18.75% | 45.7 | 66.67% | +5.13% | +33.33% | 0.00% | 0.00% | 20:18 | 14:29 | 14:29 | 15:35 | 30:51 | 30:51 | 16:22 | 12:07 | |
Aeon Disk | 1 | 6.25% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 6.25% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 6.25% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 6.25% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 19:10 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 6.25% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 | |
Bracer | 1 | 6.25% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 08:31 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 6.25% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 2 | 12.50% | 22.9 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 18:31 | 16:58 | 16:58 | 20:03 | 20:03 | 20:03 | 03:05 | 02:17 | |
Force Staff | 4 | 25.00% | 20.0 | 25.00% | -50.00% | +75.00% | -25.00% | -25.00% | 22:32 | 19:15 | 19:15 | 20:23 | 23:15 | 27:14 | 04:00 | 02:57 | |
Fluffy Hat | 5 | 31.25% | 17.1 | 20.00% | -61.82% | +80.00% | -20.00% | -17.75% | 18:39 | 14:31 | 14:31 | 18:46 | 20:09 | 21:02 | 05:38 | 04:10 | |
Power Treads | 1 | 6.25% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 6.25% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 | |
Blight Stone | 1 | 6.25% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 | |
Crown | 1 | 6.25% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 | |
Blink Dagger | 1 | 6.25% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:37 | 24:37 | 24:37 | 24:37 | 24:37 | 24:37 | 00:00 | 00:00 |