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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 | 2 | 20.00% | 100.0 | 100.00% | +87.50% | 0.00% | 0.00% | 0.00% | 29:37 | 22:21 | 22:21 | 36:52 | 36:52 | 36:52 | 14:31 | 10:45 | |
Quelling Blade | 3 | 30.00% | 96.9 | 66.67% | +52.38% | +33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Headdress | 7 | 70.00% | 93.8 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 18:03 | 15:46 | 16:06 | 17:30 | 18:29 | 21:45 | 02:23 | 01:45 | |
Ring of Protection | 7 | 70.00% | 90.6 | 42.86% | +42.86% | +57.14% | +7.14% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Vanguard | 7 | 70.00% | 87.5 | 42.86% | +42.86% | +7.14% | -42.86% | -21.28% | 07:57 | 05:45 | 05:54 | 07:30 | 08:15 | 11:24 | 02:21 | 01:44 | |
Pipe of Insight | 7 | 70.00% | 84.4 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 20:36 | 18:42 | 18:46 | 19:44 | 20:24 | 26:45 | 01:38 | 01:12 | |
Hood of Defiance | 9 | 90.00% | 81.3 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 14:17 | 09:52 | 10:05 | 13:36 | 16:50 | 22:06 | 06:45 | 05:00 | |
Heaven's Halberd | 4 | 40.00% | 78.1 | 50.00% | +33.33% | -50.00% | -50.00% | 0.00% | 31:26 | 25:21 | 25:21 | 28:45 | 29:44 | 41:55 | 04:23 | 03:14 | |
Blink Dagger | 10 | 100.00% | 75.0 | 30.00% | +30.00% | +36.67% | +20.00% | -5.82% | 14:30 | 12:16 | 13:26 | 14:12 | 16:18 | 16:57 | 02:52 | 02:07 | |
Boots of Speed | 10 | 100.00% | 71.9 | 30.00% | +30.00% | +3.33% | -30.00% | -7.75% | 04:00 | 02:03 | 02:09 | 02:37 | 06:27 | 08:08 | 04:18 | 03:11 | |
Ring of Health | 10 | 100.00% | 68.8 | 30.00% | +30.00% | +3.33% | -30.00% | -6.56% | 07:25 | 02:56 | 03:38 | 05:33 | 08:43 | 22:06 | 05:05 | 03:45 | |
Overwhelming Blink | 1 | 10.00% | 65.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 10.00% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 | |
Skull Basher | 1 | 10.00% | 59.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 | |
Black King Bar | 1 | 10.00% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 41:31 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 10.00% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 00:00 | 00:00 | |
Boots of Travel | 1 | 10.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 | |
Sange | 5 | 50.00% | 46.9 | 40.00% | +20.00% | -40.00% | -40.00% | 0.00% | 28:43 | 19:01 | 19:01 | 25:59 | 31:21 | 41:38 | 12:20 | 09:08 | |
Magic Wand | 7 | 70.00% | 43.8 | 28.57% | -4.76% | +21.43% | -28.57% | -15.79% | 10:54 | 04:35 | 09:12 | 10:29 | 12:22 | 15:38 | 03:10 | 02:20 | |
Magic Stick | 8 | 80.00% | 40.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 09:28 | -01:29 | 06:14 | 09:28 | 13:26 | 15:16 | 07:12 | 05:20 | |
Aeon Disk | 2 | 20.00% | 37.5 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 41:15 | 37:43 | 37:43 | 44:46 | 44:46 | 44:46 | 07:03 | 05:13 | |
Void Stone | 4 | 40.00% | 34.4 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 28:05 | 22:06 | 22:06 | 26:06 | 29:34 | 34:33 | 07:28 | 05:31 | |
Lotus Orb | 4 | 40.00% | 31.3 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 29:15 | 22:36 | 22:36 | 26:16 | 30:04 | 38:05 | 07:28 | 05:31 | |
Chainmail | 5 | 50.00% | 28.1 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 10:10 | 03:37 | 03:37 | 04:44 | 05:05 | 33:01 | 01:28 | 01:05 | |
Phase Boots | 5 | 50.00% | 25.0 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 11:40 | 05:31 | 05:31 | 07:02 | 07:11 | 33:06 | 01:40 | 01:14 | |
Fluffy Hat | 5 | 50.00% | 21.9 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 23:18 | 16:21 | 16:21 | 21:41 | 23:38 | 34:24 | 07:17 | 05:23 | |
Force Staff | 5 | 50.00% | 18.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 25:10 | 18:24 | 18:24 | 24:28 | 25:53 | 34:24 | 07:29 | 05:32 | |
Heart of Tarrasque | 1 | 10.00% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:57 | 51:57 | 51:57 | 51:57 | 51:57 | 51:57 | 00:00 | 00:00 | |
Wraith Band | 2 | 20.00% | 12.5 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 04:46 | 04:30 | 04:30 | 05:02 | 05:02 | 05:02 | 00:32 | 00:23 | |
Bracer | 1 | 10.00% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Crimson Guard | 1 | 10.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 10.00% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |