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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 | |
Lotus Orb | 9 | 47.37% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 29:15 | 21:48 | 23:22 | 28:30 | 34:18 | 37:26 | 10:56 | 08:05 | |
Void Stone | 9 | 47.37% | 97.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 28:39 | 21:12 | 23:16 | 27:55 | 32:26 | 36:12 | 09:10 | 06:47 | |
Quelling Blade | 13 | 68.42% | 93.9 | 92.31% | +75.64% | +7.69% | -25.64% | -33.33% | -01:20 | -01:30 | -01:29 | -01:29 | -01:28 | 00:04 | 00:01 | 00:00 | |
Phase Boots | 9 | 47.37% | 90.9 | 88.89% | +38.89% | +11.11% | -38.89% | -18.52% | 11:31 | 04:50 | 09:31 | 11:24 | 12:13 | 18:36 | 02:42 | 02:00 | |
Vanguard | 14 | 73.68% | 87.9 | 78.57% | +38.57% | -28.57% | +21.43% | 41.67% | 07:09 | 05:54 | 06:33 | 07:03 | 07:45 | 08:28 | 01:12 | 00:53 | |
Chainmail | 11 | 57.89% | 84.8 | 81.82% | +31.82% | +18.18% | -15.15% | -5.08% | 12:19 | 01:57 | 08:18 | 10:56 | 14:52 | 23:18 | 06:34 | 04:51 | |
Heaven's Halberd | 4 | 21.05% | 81.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 33:43 | 20:47 | 20:47 | 27:13 | 40:25 | 46:26 | 19:38 | 14:32 | |
Sange | 4 | 21.05% | 78.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 32:02 | 18:19 | 18:19 | 23:28 | 40:09 | 46:12 | 21:50 | 16:10 | |
Force Staff | 4 | 21.05% | 75.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 30:27 | 24:25 | 24:25 | 27:07 | 28:58 | 41:19 | 04:33 | 03:22 | |
Ring of Health | 18 | 94.74% | 72.7 | 72.22% | +72.22% | +27.78% | +2.78% | -16.48% | 03:49 | 02:39 | 03:06 | 03:24 | 04:37 | 05:58 | 01:31 | 01:07 | |
Blink Dagger | 19 | 100.00% | 69.7 | 68.42% | +68.42% | +11.58% | +11.58% | 0.00% | 14:11 | 11:14 | 12:08 | 14:45 | 15:26 | 18:25 | 03:18 | 02:26 | |
Boots of Speed | 19 | 100.00% | 66.7 | 68.42% | +68.42% | +11.58% | +11.58% | 0.00% | 06:10 | 01:33 | 04:11 | 07:04 | 07:35 | 09:41 | 03:24 | 02:31 | |
Ring of Protection | 17 | 89.47% | 63.6 | 64.71% | -35.29% | -14.71% | -14.71% | 0.00% | -00:17 | -01:30 | -01:29 | -01:29 | -01:29 | 18:48 | 00:00 | 00:00 | |
Magic Wand | 8 | 42.11% | 60.6 | 75.00% | +11.36% | -25.00% | +25.00% | 6.74% | 15:06 | 07:33 | 09:09 | 14:44 | 16:34 | 26:57 | 07:25 | 05:29 | |
Black King Bar | 3 | 15.79% | 57.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 34:19 | 26:04 | 26:04 | 37:49 | 39:03 | 39:03 | 12:59 | 09:37 | |
Aghanim's Shard | 3 | 15.79% | 54.5 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 32:19 | 28:02 | 28:02 | 33:06 | 35:50 | 35:50 | 07:48 | 05:46 | |
Hood of Defiance | 12 | 63.16% | 51.5 | 66.67% | -4.76% | -33.34% | 0.00% | 3.64% | 15:59 | 07:33 | 10:24 | 13:45 | 19:34 | 35:02 | 09:10 | 06:47 | |
Magic Stick | 13 | 68.42% | 48.5 | 61.54% | -21.79% | -28.21% | +38.46% | 5.49% | 08:38 | -01:29 | 01:33 | 07:14 | 13:42 | 26:57 | 12:09 | 09:00 | |
Fluffy Hat | 5 | 26.32% | 45.5 | 80.00% | +15.71% | +20.00% | +20.00% | 0.00% | 29:16 | 24:25 | 24:25 | 26:19 | 28:58 | 41:18 | 04:33 | 03:22 | |
Headdress | 7 | 36.84% | 42.4 | 71.43% | +4.76% | -21.43% | +28.57% | 8.65% | 21:55 | 14:15 | 16:08 | 17:03 | 21:55 | 34:49 | 05:47 | 04:17 | |
Pipe of Insight | 6 | 31.58% | 39.4 | 66.67% | -2.56% | -16.67% | +33.33% | 3.95% | 26:21 | 17:28 | 20:18 | 20:55 | 32:57 | 35:02 | 12:39 | 09:22 | |
Heart of Tarrasque | 2 | 10.53% | 36.4 | 100.00% | +35.29% | 0.00% | 0.00% | 0.00% | 33:07 | 32:03 | 32:03 | 34:11 | 34:11 | 34:11 | 02:08 | 01:34 | |
Wraith Band | 2 | 10.53% | 33.3 | 100.00% | +35.29% | 0.00% | 0.00% | 0.00% | 02:27 | 02:14 | 02:14 | 02:40 | 02:40 | 02:40 | 00:26 | 00:19 | |
Arcane Boots | 3 | 15.79% | 30.3 | 66.67% | -2.08% | +33.33% | 0.00% | 0.00% | 22:23 | 17:01 | 17:01 | 19:42 | 30:27 | 30:27 | 13:26 | 09:57 | |
Helm of Iron Will | 3 | 15.79% | 27.3 | 66.67% | -2.08% | +33.33% | 0.00% | 0.00% | 24:12 | 17:49 | 17:49 | 22:06 | 32:42 | 32:42 | 14:53 | 11:01 | |
Wind Lace | 3 | 15.79% | 24.2 | 66.67% | -2.08% | -66.67% | 0.00% | 0.00% | 16:26 | -01:25 | -01:25 | 13:06 | 37:36 | 37:36 | 39:01 | 28:54 | |
Ghost Scepter | 1 | 5.26% | 21.2 | 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 | |
Aeon Disk | 1 | 5.26% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 5.26% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:43 | 1:02:43 | 1:02:43 | 1:02:43 | 1:02:43 | 1:02:43 | 00:00 | 00:00 | |
Mekansm | 2 | 10.53% | 12.1 | 50.00% | -20.59% | +50.00% | 0.00% | 0.00% | 21:38 | 19:09 | 19:09 | 24:06 | 24:06 | 24:06 | 04:57 | 03:40 | |
Buckler | 2 | 10.53% | 9.1 | 50.00% | -20.59% | +50.00% | 0.00% | 0.00% | 23:15 | 20:12 | 20:12 | 26:17 | 26:17 | 26:17 | 06:05 | 04:30 | |
Guardian Greaves | 2 | 10.53% | 6.1 | 50.00% | -20.59% | +50.00% | 0.00% | 0.00% | 24:52 | 23:26 | 23:26 | 26:17 | 26:17 | 26:17 | 02:51 | 02:06 | |
Crimson Guard | 2 | 10.53% | 3.0 | 50.00% | -20.59% | +50.00% | 0.00% | 0.00% | 23:05 | 20:13 | 20:13 | 25:56 | 25:56 | 25:56 | 05:43 | 04:14 |