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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 | |
Helm of Iron Will | 26 | 36.11% | 100.0 | 61.54% | +24.58% | +24.17% | -11.54% | -35.71% | 04:19 | 02:28 | 03:09 | 03:36 | 03:58 | 11:28 | 00:49 | 00:36 | |
Overwhelming Blink | 4 | 5.56% | 97.6 | 100.00% | +57.35% | 0.00% | 0.00% | 0.00% | 38:50 | 33:11 | 33:11 | 36:54 | 39:57 | 45:17 | 06:46 | 05:00 | |
Armlet of Mordiggian | 19 | 26.39% | 95.2 | 63.16% | +23.54% | +16.84% | +16.84% | 0.00% | 13:29 | 07:22 | 08:37 | 10:17 | 15:34 | 26:41 | 06:57 | 05:08 | |
Black King Bar | 56 | 77.78% | 92.9 | 51.79% | +26.79% | +12.50% | -8.93% | -5.93% | 24:34 | 17:28 | 23:03 | 24:33 | 26:40 | 36:03 | 03:37 | 02:40 | |
Soul Ring | 66 | 91.67% | 90.5 | 50.00% | +50.00% | -8.82% | -18.75% | -2.78% | 06:52 | 01:57 | 04:51 | 06:23 | 08:25 | 17:43 | 03:34 | 02:38 | |
Ring of Protection | 66 | 91.67% | 88.1 | 50.00% | +50.00% | -20.59% | -12.50% | 1.49% | 04:52 | -01:29 | 02:21 | 05:13 | 07:47 | 17:19 | 05:26 | 04:01 | |
Void Stone | 27 | 37.50% | 85.7 | 55.56% | +15.56% | -12.70% | -12.70% | 0.00% | 28:47 | 05:11 | 21:34 | 31:07 | 33:14 | 45:57 | 11:40 | 08:38 | |
Boots of Speed | 72 | 100.00% | 83.3 | 45.83% | +45.83% | -6.94% | -12.50% | -2.06% | 05:56 | 01:47 | 04:35 | 05:40 | 07:17 | 09:54 | 02:42 | 02:00 | |
Blink Dagger | 70 | 97.22% | 81.0 | 45.71% | -4.29% | +20.96% | -22.18% | -14.22% | 15:45 | 10:19 | 13:22 | 14:43 | 16:24 | 41:49 | 03:02 | 02:14 | |
Chainmail | 63 | 87.50% | 78.6 | 46.03% | +1.59% | +10.22% | +3.97% | -1.75% | 09:24 | 02:06 | 06:37 | 08:29 | 10:11 | 33:12 | 03:34 | 02:38 | |
Ring of Health | 26 | 36.11% | 76.2 | 53.85% | +12.55% | -25.28% | -3.85% | 0.72% | 25:22 | 02:51 | 03:34 | 31:07 | 33:14 | 45:12 | 29:40 | 21:58 | |
Phase Boots | 61 | 84.72% | 73.8 | 45.90% | +0.45% | +14.10% | -5.90% | -5.88% | 10:03 | 05:46 | 07:36 | 09:20 | 11:00 | 33:29 | 03:24 | 02:31 | |
Quelling Blade | 65 | 90.28% | 71.4 | 44.62% | -12.52% | -13.37% | +17.88% | 0.00% | -01:17 | -01:29 | -01:29 | -01:29 | -01:29 | 07:31 | 00:00 | 00:00 | |
Morbid Mask | 9 | 12.50% | 69.0 | 66.67% | +23.81% | -16.67% | +33.33% | 5.54% | 26:20 | 19:25 | 21:23 | 25:23 | 30:25 | 33:06 | 09:02 | 06:41 | |
Magic Stick | 61 | 84.72% | 66.7 | 42.62% | -21.02% | +10.71% | +4.05% | -0.99% | 05:06 | -01:29 | 01:23 | 03:46 | 08:05 | 22:30 | 06:42 | 04:57 | |
Lotus Orb | 5 | 6.94% | 64.3 | 80.00% | +36.72% | +20.00% | -80.00% | 0.00% | 34:57 | 21:15 | 21:15 | 36:43 | 36:54 | 46:02 | 15:39 | 11:35 | |
Refresher Orb | 14 | 19.44% | 61.9 | 57.14% | +14.04% | +42.86% | -23.81% | -15.50% | 35:53 | 31:08 | 33:16 | 34:05 | 37:34 | 45:12 | 04:18 | 03:11 | |
Magic Wand | 47 | 65.28% | 59.5 | 40.43% | -15.57% | -7.10% | -15.43% | -1.35% | 09:57 | 01:56 | 06:24 | 08:55 | 12:35 | 22:35 | 06:11 | 04:34 | |
Sange | 8 | 11.11% | 57.1 | 62.50% | +18.75% | +37.50% | -12.50% | 0.00% | 27:55 | 18:45 | 21:28 | 28:22 | 30:03 | 36:21 | 08:35 | 06:21 | |
Satanic | 8 | 11.11% | 54.8 | 62.50% | +18.75% | -12.50% | +37.50% | 0.00% | 30:37 | 24:41 | 24:43 | 29:59 | 31:34 | 37:49 | 06:51 | 05:04 | |
Heaven's Halberd | 8 | 11.11% | 52.4 | 62.50% | +18.75% | +37.50% | -12.50% | 0.00% | 31:04 | 20:37 | 26:56 | 31:12 | 32:55 | 37:13 | 05:59 | 04:25 | |
Aghanim's Shard | 16 | 22.22% | 50.0 | 50.00% | +5.36% | +25.00% | -25.00% | -7.65% | 35:26 | 21:48 | 32:33 | 35:07 | 39:05 | 47:16 | 06:32 | 04:50 | |
Buckler | 9 | 12.50% | 47.6 | 55.56% | +11.12% | +44.44% | -55.56% | -9.33% | 36:00 | 26:53 | 27:48 | 36:07 | 38:31 | 47:33 | 10:43 | 07:56 | |
Bracer | 18 | 25.00% | 45.2 | 38.89% | -9.26% | -18.89% | -13.89% | 4.76% | 03:14 | 00:43 | 02:03 | 02:23 | 03:06 | 11:39 | 01:03 | 00:46 | |
Bottle | 5 | 6.94% | 42.9 | 60.00% | +15.22% | -60.00% | +40.00% | 0.00% | 02:05 | 01:30 | 01:30 | 01:44 | 01:54 | 03:43 | 00:24 | 00:17 | |
Wind Lace | 9 | 12.50% | 40.5 | 44.44% | -1.59% | +5.56% | +5.56% | 0.00% | 12:13 | 04:53 | 04:58 | 10:50 | 17:15 | 20:36 | 12:17 | 09:05 | |
Assault Cuirass | 6 | 8.33% | 38.1 | 50.00% | +4.55% | 0.00% | -50.00% | 0.00% | 38:09 | 28:28 | 33:28 | 37:08 | 39:52 | 52:44 | 06:24 | 04:44 | |
Blight Stone | 3 | 4.17% | 35.7 | 66.67% | +21.74% | +33.33% | 0.00% | 0.00% | 30:46 | 16:08 | 16:08 | 33:05 | 43:04 | 43:04 | 26:56 | 19:57 | |
Orb of Venom | 7 | 9.72% | 33.3 | 42.86% | -3.29% | +7.14% | +7.14% | 0.00% | 00:19 | -01:29 | -01:29 | 01:07 | 01:46 | 02:00 | 03:15 | 02:24 | |
Linken's Sphere | 1 | 1.39% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.39% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 1.39% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 1.39% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 5 | 6.94% | 21.4 | 40.00% | -6.27% | +60.00% | -40.00% | 0.00% | 19:02 | 13:49 | 13:49 | 17:35 | 20:50 | 27:30 | 07:01 | 05:11 | |
Desolator | 2 | 2.78% | 19.0 | 50.00% | +4.29% | -50.00% | 0.00% | 0.00% | 38:05 | 33:05 | 33:05 | 43:04 | 43:04 | 43:04 | 09:59 | 07:23 | |
Aeon Disk | 2 | 2.78% | 16.7 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 45:53 | 39:35 | 39:35 | 52:10 | 52:10 | 52:10 | 12:35 | 09:19 | |
Power Treads | 4 | 5.56% | 14.3 | 25.00% | -22.06% | -25.00% | -25.00% | 0.00% | 10:38 | 07:00 | 07:00 | 11:09 | 12:00 | 12:22 | 05:00 | 03:42 | |
Meteor Hammer | 1 | 1.39% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 1.39% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 1.39% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:19 | 35:19 | 35:19 | 35:19 | 35:19 | 35:19 | 00:00 | 00:00 | |
Crown | 1 | 1.39% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:35 | 06:35 | 06:35 | 06:35 | 06:35 | 06:35 | 00:00 | 00:00 | |
Hood of Defiance | 3 | 4.17% | 2.4 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 14:21 | 06:55 | 06:55 | 09:02 | 27:07 | 27:07 | 20:12 | 14:57 |