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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 | |
Black King Bar | 6 | 18.18% | 100.0 | 83.33% | +42.59% | +16.67% | +16.67% | 0.00% | 29:14 | 23:30 | 23:51 | 25:32 | 34:59 | 35:48 | 11:08 | 08:14 | |
Aghanim's Scepter | 10 | 30.30% | 97.4 | 70.00% | +30.87% | +30.00% | -20.00% | -6.29% | 23:10 | 16:09 | 18:20 | 21:46 | 26:17 | 31:31 | 07:57 | 05:53 | |
Magic Stick | 27 | 81.82% | 94.9 | 55.56% | +38.89% | +1.58% | +15.87% | 1.64% | 08:10 | 00:47 | 01:38 | 06:43 | 10:20 | 25:57 | 08:42 | 06:26 | |
Soul Ring | 13 | 39.39% | 92.3 | 61.54% | +21.54% | +5.13% | +5.13% | 0.00% | 06:44 | 04:08 | 05:13 | 06:48 | 07:33 | 10:06 | 02:20 | 01:43 | |
Boots of Speed | 33 | 100.00% | 89.7 | 48.48% | +48.48% | -10.98% | +14.02% | 10.14% | 01:18 | -01:29 | -01:29 | -01:28 | 03:57 | 08:00 | 05:26 | 04:01 | |
Lotus Orb | 5 | 15.15% | 87.2 | 80.00% | +37.14% | +20.00% | -80.00% | -8.19% | 35:16 | 27:34 | 27:34 | 33:37 | 39:47 | 42:20 | 12:13 | 09:02 | |
Quelling Blade | 12 | 36.36% | 84.6 | 58.33% | +15.47% | +8.34% | +8.34% | 0.00% | 00:40 | -01:29 | -01:28 | 00:52 | 01:02 | 04:25 | 02:30 | 01:51 | |
Tranquil Boots | 17 | 51.52% | 82.1 | 52.94% | +9.19% | -27.94% | +22.06% | 9.09% | 07:37 | 02:31 | 04:25 | 07:23 | 09:55 | 14:11 | 05:30 | 04:04 | |
Blink Dagger | 30 | 90.91% | 79.5 | 43.33% | -56.67% | +6.67% | +13.81% | 1.89% | 16:51 | 10:51 | 14:26 | 16:23 | 18:13 | 31:18 | 03:47 | 02:48 | |
Bottle | 8 | 24.24% | 76.9 | 62.50% | +18.50% | -62.50% | +37.50% | 47.24% | 05:08 | 02:14 | 03:30 | 04:34 | 05:37 | 10:17 | 02:07 | 01:34 | |
Ring of Health | 6 | 18.18% | 74.4 | 66.67% | +22.23% | +33.33% | -66.67% | -6.76% | 36:51 | 26:22 | 27:33 | 30:13 | 42:20 | 55:16 | 14:47 | 10:57 | |
Bracer | 9 | 27.27% | 71.8 | 55.56% | +9.73% | +44.44% | -55.56% | -25.97% | 05:04 | 02:43 | 02:47 | 04:31 | 06:38 | 07:32 | 03:51 | 02:51 | |
Void Stone | 12 | 36.36% | 69.2 | 50.00% | +2.38% | -50.00% | -16.67% | 7.81% | 29:55 | 20:55 | 26:03 | 27:33 | 30:19 | 40:41 | 04:16 | 03:09 | |
Wind Lace | 25 | 75.76% | 66.7 | 40.00% | -35.00% | -6.67% | -6.67% | 0.00% | 11:03 | 01:26 | 05:15 | 07:58 | 09:55 | 53:37 | 04:40 | 03:27 | |
Power Treads | 2 | 6.06% | 64.1 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 07:41 | 06:00 | 06:00 | 09:21 | 09:21 | 09:21 | 03:21 | 02:28 | |
Morbid Mask | 2 | 6.06% | 61.5 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 47:42 | 47:06 | 47:06 | 48:17 | 48:17 | 48:17 | 01:11 | 00:52 | |
Shiva's Guard | 2 | 6.06% | 59.0 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 51:29 | 46:32 | 46:32 | 56:26 | 56:26 | 56:26 | 09:54 | 07:20 | |
Satanic | 2 | 6.06% | 56.4 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 50:09 | 47:58 | 47:58 | 52:20 | 52:20 | 52:20 | 04:22 | 03:14 | |
Magic Wand | 14 | 42.42% | 53.8 | 42.86% | -9.77% | +7.14% | -9.53% | -1.50% | 14:48 | 03:40 | 07:43 | 10:21 | 18:51 | 31:46 | 11:08 | 08:14 | |
Force Staff | 9 | 27.27% | 51.3 | 44.44% | -5.56% | +5.56% | -44.44% | -7.54% | 29:55 | 19:47 | 25:48 | 28:20 | 32:26 | 44:04 | 06:38 | 04:54 | |
Chainmail | 10 | 30.30% | 48.7 | 40.00% | -12.17% | -6.67% | +10.00% | 1.19% | 15:32 | 06:03 | 07:05 | 08:58 | 21:05 | 38:09 | 14:00 | 10:22 | |
Shadow Blade | 3 | 9.09% | 46.2 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 38:38 | 25:15 | 25:15 | 33:27 | 57:13 | 57:13 | 31:58 | 23:40 | |
Glimmer Cape | 3 | 9.09% | 43.6 | 66.67% | +20.00% | +33.33% | 0.00% | 0.00% | 28:38 | 23:25 | 23:25 | 24:22 | 38:08 | 38:08 | 14:43 | 10:54 | |
Phase Boots | 8 | 24.24% | 41.0 | 37.50% | -14.50% | -37.50% | +12.50% | 17.05% | 10:41 | 07:20 | 07:51 | 08:48 | 10:47 | 21:19 | 02:56 | 02:10 | |
Crystalys | 1 | 3.03% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 22:34 | 00:00 | 00:00 | |
Daedalus | 1 | 3.03% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 3.03% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 49:16 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 3.03% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 00:00 | 00:00 | |
Solar Crest | 1 | 3.03% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:04 | 54:04 | 54:04 | 54:04 | 54:04 | 54:04 | 00:00 | 00:00 | |
Octarine Core | 1 | 3.03% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 57:28 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 3.03% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 | |
Aeon Disk | 1 | 3.03% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:12 | 50:12 | 50:12 | 50:12 | 50:12 | 50:12 | 00:00 | 00:00 | |
Ring of Tarrasque | 1 | 3.03% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 8 | 24.24% | 15.4 | 25.00% | -31.00% | -25.00% | -25.00% | 0.00% | 30:38 | 24:40 | 24:53 | 28:44 | 30:23 | 41:29 | 05:30 | 04:04 | |
Blight Stone | 2 | 6.06% | 12.8 | 50.00% | +1.61% | -50.00% | 0.00% | 0.00% | 40:29 | 31:41 | 31:41 | 49:16 | 49:16 | 49:16 | 17:35 | 13:01 | |
Ghost Scepter | 1 | 3.03% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 | |
Arcane Boots | 2 | 6.06% | 7.7 | 0.00% | -51.61% | 0.00% | 0.00% | 0.00% | 13:21 | 07:50 | 07:50 | 18:51 | 18:51 | 18:51 | 11:01 | 08:09 | |
Linken's Sphere | 1 | 3.03% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:31 | 56:31 | 56:31 | 56:31 | 56:31 | 56:31 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 3.03% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:31 | 1:17:31 | 1:17:31 | 1:17:31 | 1:17:31 | 1:17:31 | 00:00 | 00:00 |