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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 | |
Ring of Health | 20 | 90.91% | 100.0 | 50.00% | +50.00% | +10.00% | +10.00% | 0.00% | 03:22 | 02:03 | 02:43 | 03:26 | 03:42 | 05:35 | 00:59 | 00:43 | |
Arcane Boots | 20 | 90.91% | 97.4 | 50.00% | +50.00% | -10.00% | +10.00% | 14.46% | 09:20 | 07:23 | 08:39 | 09:06 | 10:02 | 12:13 | 01:23 | 01:01 | |
Vanguard | 20 | 90.91% | 94.9 | 50.00% | +50.00% | -10.00% | +10.00% | 14.29% | 06:48 | 04:57 | 05:42 | 06:31 | 07:06 | 11:31 | 01:24 | 01:02 | |
Blink Dagger | 15 | 68.18% | 92.3 | 53.33% | +24.76% | -3.33% | -28.33% | -3.39% | 28:23 | 19:54 | 24:12 | 26:48 | 31:34 | 41:18 | 07:22 | 05:27 | |
Boots of Speed | 22 | 100.00% | 89.7 | 45.45% | +45.45% | +4.55% | -5.45% | -5.50% | 06:56 | 01:33 | 06:20 | 07:06 | 08:09 | 09:28 | 01:49 | 01:20 | |
Magic Wand | 22 | 100.00% | 87.2 | 45.45% | +45.45% | +21.22% | -45.45% | -66.67% | 01:00 | -01:29 | -01:29 | -01:29 | -01:27 | 12:56 | 00:02 | 00:01 | |
Headdress | 19 | 86.36% | 84.6 | 47.37% | +14.04% | +12.63% | +32.63% | 9.68% | 12:13 | 08:24 | 10:51 | 12:23 | 12:55 | 21:24 | 02:04 | 01:31 | |
Guardian Greaves | 15 | 68.18% | 82.1 | 46.67% | +3.81% | +3.33% | +3.33% | 0.00% | 18:49 | 13:50 | 15:43 | 18:10 | 21:16 | 25:40 | 05:33 | 04:06 | |
Chainmail | 15 | 68.18% | 79.5 | 46.67% | +3.81% | +3.33% | -21.67% | -12.30% | 12:16 | 09:17 | 10:57 | 11:17 | 12:59 | 17:51 | 02:02 | 01:30 | |
Mekansm | 15 | 68.18% | 76.9 | 46.67% | +3.81% | -21.67% | -21.67% | 0.00% | 13:54 | 10:03 | 12:06 | 13:10 | 14:35 | 20:05 | 02:29 | 01:50 | |
Buckler | 16 | 72.73% | 74.4 | 43.75% | -6.25% | +6.25% | +31.25% | 4.30% | 15:59 | 09:25 | 12:43 | 14:35 | 18:32 | 24:16 | 05:49 | 04:18 | |
Ring of Protection | 16 | 72.73% | 71.8 | 43.75% | -6.25% | -18.75% | -18.75% | 0.00% | 14:33 | 09:25 | 12:36 | 13:34 | 15:32 | 23:31 | 02:56 | 02:10 | |
Aghanim's Scepter | 13 | 59.09% | 69.2 | 46.15% | +1.71% | -12.82% | -46.15% | -2.24% | 26:49 | 14:04 | 16:07 | 27:59 | 31:00 | 44:35 | 14:53 | 11:01 | |
Crimson Guard | 7 | 31.82% | 66.7 | 57.14% | +17.14% | +42.86% | +42.86% | 0.00% | 23:58 | 18:25 | 20:13 | 22:01 | 26:35 | 32:13 | 06:22 | 04:42 | |
Helm of Iron Will | 8 | 36.36% | 64.1 | 50.00% | +7.14% | 0.00% | 0.00% | 0.00% | 26:41 | 16:43 | 16:55 | 19:50 | 25:55 | 60:31 | 09:00 | 06:40 | |
Pipe of Insight | 14 | 63.64% | 61.5 | 35.71% | -26.79% | -10.71% | -35.71% | -2.87% | 21:24 | 14:31 | 15:51 | 20:47 | 24:33 | 33:16 | 08:42 | 06:26 | |
Void Stone | 6 | 27.27% | 59.0 | 50.00% | +6.25% | +50.00% | -50.00% | -5.42% | 36:11 | 27:50 | 28:00 | 31:13 | 46:26 | 49:46 | 18:26 | 13:39 | |
Scythe of Vyse | 4 | 18.18% | 56.4 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 41:58 | 29:28 | 29:28 | 42:08 | 46:26 | 49:50 | 16:58 | 12:34 | |
Spirit Vessel | 1 | 4.55% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 16:41 | 00:00 | 00:00 | |
Null Talisman | 1 | 4.55% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:40 | 03:40 | 03:40 | 03:40 | 03:40 | 03:40 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 4.55% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 | |
Sange | 1 | 4.55% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 4.55% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 | |
Soul Ring | 2 | 9.09% | 41.0 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 15:07 | 11:34 | 11:34 | 18:40 | 18:40 | 18:40 | 07:06 | 05:15 | |
Lotus Orb | 2 | 9.09% | 38.5 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 33:09 | 32:14 | 32:14 | 34:03 | 34:03 | 34:03 | 01:49 | 01:20 | |
Echo Sabre | 3 | 13.64% | 35.9 | 33.33% | -14.04% | -33.33% | 0.00% | 0.00% | 14:50 | 09:03 | 09:03 | 09:08 | 26:20 | 26:20 | 17:17 | 12:48 | |
Black King Bar | 3 | 13.64% | 33.3 | 33.33% | -14.04% | -33.33% | 0.00% | 0.00% | 30:08 | 24:23 | 24:23 | 30:47 | 35:14 | 35:14 | 10:51 | 08:02 | |
Linken's Sphere | 3 | 13.64% | 30.8 | 33.33% | -14.04% | -33.33% | 0.00% | 0.00% | 37:36 | 29:40 | 29:40 | 38:18 | 44:51 | 44:51 | 15:11 | 11:14 | |
Quelling Blade | 3 | 13.64% | 28.2 | 33.33% | -14.04% | -33.33% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:26 | -01:26 | 00:03 | 00:02 | |
Cornucopia | 5 | 22.73% | 25.6 | 20.00% | -32.94% | -20.00% | -20.00% | 0.00% | 32:49 | 20:04 | 20:04 | 34:04 | 38:02 | 44:51 | 17:58 | 13:18 | |
Magic Stick | 6 | 27.27% | 23.1 | 16.67% | -39.58% | -16.67% | -16.67% | 0.00% | 03:11 | -01:29 | -01:28 | -01:27 | 09:29 | 11:36 | 10:57 | 08:06 | |
Nullifier | 1 | 4.55% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 60:40 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 4.55% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 00:00 | 00:00 | |
Boots of Travel | 1 | 4.55% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 45:05 | 00:00 | 00:00 | |
Bloodthorn | 1 | 4.55% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 | |
Bottle | 2 | 9.09% | 10.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 00:13 | 00:12 | 00:12 | 00:13 | 00:13 | 00:13 | 00:01 | 00:00 | |
Mage Slayer | 1 | 4.55% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 4.55% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 4.55% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |