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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 | |
Shiva's Guard | 40 | 63.49% | 100.0 | 77.50% | +47.07% | +2.50% | +2.50% | 0.00% | 29:49 | 18:07 | 25:49 | 30:51 | 33:50 | 39:47 | 08:01 | 05:56 | |
Black King Bar | 44 | 69.84% | 96.8 | 65.91% | +18.54% | +15.91% | -2.27% | -3.25% | 26:14 | 17:47 | 22:18 | 24:50 | 27:54 | 42:22 | 05:36 | 04:08 | |
Buckler | 24 | 38.10% | 93.5 | 70.83% | +16.98% | +12.50% | -4.16% | -3.97% | 11:15 | 06:00 | 08:38 | 11:46 | 12:50 | 18:51 | 04:12 | 03:06 | |
Boots of Speed | 62 | 98.41% | 90.3 | 61.29% | +61.29% | +7.46% | -7.96% | -15.42% | -07:03 | -14:00 | -11:54 | -10:35 | 02:07 | 04:52 | 14:01 | 10:22 | |
Blink Dagger | 48 | 76.19% | 87.1 | 62.50% | +9.17% | +12.50% | +4.17% | -1.02% | 18:44 | 10:04 | 14:13 | 17:34 | 22:25 | 42:25 | 08:12 | 06:04 | |
Mekansm | 23 | 36.51% | 83.9 | 69.57% | +14.57% | +13.76% | -19.57% | -13.70% | 13:46 | 08:44 | 12:08 | 14:02 | 14:34 | 18:53 | 02:26 | 01:48 | |
Refresher Orb | 13 | 20.63% | 80.6 | 76.92% | +20.92% | +23.08% | -43.59% | 0.00% | 43:22 | 36:25 | 38:47 | 40:54 | 46:32 | 53:59 | 07:45 | 05:44 | |
Magic Wand | 22 | 34.92% | 77.4 | 68.18% | +12.08% | +15.15% | -28.18% | -7.60% | 12:32 | 05:30 | 09:06 | 11:45 | 14:48 | 20:11 | 05:42 | 04:13 | |
Magic Stick | 42 | 66.67% | 74.2 | 59.52% | -2.38% | +4.12% | -9.52% | -1.94% | 07:01 | 00:44 | 03:18 | 06:41 | 10:19 | 19:05 | 07:01 | 05:11 | |
Chainmail | 23 | 36.51% | 71.0 | 65.22% | +7.72% | +18.11% | +1.45% | -4.46% | 10:43 | 06:08 | 08:38 | 10:59 | 12:22 | 17:05 | 03:44 | 02:45 | |
Headdress | 14 | 22.22% | 67.7 | 71.43% | +14.29% | +28.57% | -38.10% | -16.20% | 10:47 | 06:00 | 08:23 | 09:23 | 12:30 | 17:05 | 04:07 | 03:02 | |
Tranquil Boots | 40 | 63.49% | 64.5 | 57.50% | -7.72% | -7.50% | +2.50% | 5.77% | 04:17 | 02:03 | 02:43 | 03:46 | 04:27 | 19:45 | 01:44 | 01:17 | |
Stout Shield | 28 | 44.44% | 61.3 | 60.71% | +0.71% | -3.57% | +25.00% | 28.57% | -07:31 | -13:55 | -12:51 | -10:21 | -09:20 | 16:45 | 03:31 | 02:36 | |
Arcane Boots | 9 | 14.29% | 58.1 | 77.78% | +20.37% | +22.22% | -27.78% | 0.00% | 05:41 | 03:34 | 04:06 | 05:30 | 06:25 | 08:28 | 02:19 | 01:42 | |
Bracer | 17 | 26.98% | 54.8 | 64.71% | +6.01% | +10.29% | -14.71% | -5.60% | 11:01 | 05:30 | 08:20 | 11:28 | 12:48 | 16:15 | 04:28 | 03:18 | |
Hand of Midas | 41 | 65.08% | 51.6 | 53.66% | -19.07% | +6.34% | -3.66% | -3.95% | 10:19 | 04:52 | 09:06 | 10:09 | 11:38 | 16:27 | 02:32 | 01:52 | |
Ring of Protection | 41 | 65.08% | 48.4 | 53.66% | -19.07% | -13.66% | -13.66% | 0.00% | 03:49 | -11:25 | 02:18 | 03:01 | 03:48 | 20:00 | 01:30 | 01:06 | |
Drum of Endurance | 12 | 19.05% | 45.2 | 66.67% | +7.85% | 0.00% | -33.34% | 0.00% | 15:13 | 10:32 | 12:33 | 14:33 | 16:15 | 20:40 | 03:42 | 02:44 | |
Orb of Venom | 9 | 14.29% | 41.9 | 66.67% | +7.41% | -16.67% | +33.33% | 0.00% | 02:56 | 00:15 | 00:55 | 02:23 | 03:15 | 08:24 | 02:20 | 01:43 | |
Aghanim's Scepter | 5 | 7.94% | 38.7 | 80.00% | +21.38% | -80.00% | +20.00% | 0.00% | 33:50 | 24:42 | 24:42 | 30:56 | 38:46 | 47:30 | 14:04 | 10:25 | |
Phase Boots | 11 | 17.46% | 35.5 | 54.55% | -6.99% | -54.55% | +12.12% | 0.00% | 10:25 | 04:18 | 07:40 | 09:08 | 10:39 | 24:16 | 02:59 | 02:12 | |
Quelling Blade | 6 | 9.52% | 32.3 | 66.67% | +7.02% | -16.67% | -66.67% | 0.00% | -02:21 | -12:51 | -12:16 | -10:12 | 07:13 | 12:48 | 19:29 | 14:25 | |
Heart of Tarrasque | 2 | 3.17% | 29.0 | 100.00% | +40.98% | 0.00% | 0.00% | 0.00% | 32:11 | 27:13 | 27:13 | 37:08 | 37:08 | 37:08 | 09:55 | 07:20 | |
Boots of Travel | 8 | 12.70% | 25.8 | 50.00% | -11.82% | 0.00% | 0.00% | 0.00% | 47:49 | 34:57 | 39:50 | 44:23 | 52:05 | 1:03:40 | 12:15 | 09:04 | |
Power Treads | 3 | 4.76% | 22.6 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 25:22 | 24:15 | 24:15 | 24:57 | 26:53 | 26:53 | 02:38 | 01:57 | |
Force Staff | 1 | 1.59% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 | |
Sange | 1 | 1.59% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 1.59% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 00:00 | 00:00 | |
Ring of Basilius | 2 | 3.17% | 9.7 | 0.00% | -62.30% | 0.00% | 0.00% | 0.00% | 10:28 | 06:16 | 06:16 | 14:39 | 14:39 | 14:39 | 08:23 | 06:12 | |
Vladmir's Offering | 3 | 4.76% | 6.5 | 0.00% | -63.33% | 0.00% | 0.00% | 0.00% | 34:59 | 16:03 | 16:03 | 20:00 | 1:08:54 | 1:08:54 | 52:51 | 39:08 | |
Morbid Mask | 2 | 3.17% | 3.2 | 0.00% | -62.30% | 0.00% | 0.00% | 0.00% | 15:58 | 12:48 | 12:48 | 19:08 | 19:08 | 19:08 | 06:20 | 04:41 |