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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 | |
Chainmail | 8 | 28.57% | 100.0 | 87.50% | +27.50% | +12.50% | -37.50% | -14.71% | 07:03 | 02:23 | 04:24 | 07:05 | 07:48 | 12:39 | 03:24 | 02:31 | |
Phase Boots | 8 | 28.57% | 97.3 | 87.50% | +27.50% | +12.50% | -37.50% | -20.55% | 09:05 | 05:51 | 07:32 | 08:16 | 09:58 | 14:43 | 02:26 | 01:48 | |
Magic Wand | 27 | 96.43% | 94.6 | 70.37% | +70.37% | +1.06% | -13.23% | -2.83% | 07:41 | -01:30 | 05:01 | 07:22 | 10:04 | 12:25 | 05:03 | 03:44 | |
Magic Stick | 27 | 96.43% | 91.9 | 70.37% | +70.37% | +1.06% | -13.23% | -2.52% | 03:33 | -01:29 | 00:26 | 02:35 | 06:06 | 12:04 | 05:40 | 04:11 | |
Boots of Speed | 28 | 100.00% | 89.2 | 67.86% | +67.86% | -10.72% | +17.85% | 15.31% | 05:22 | 00:42 | 04:03 | 05:02 | 05:55 | 12:05 | 01:52 | 01:22 | |
Bottle | 7 | 25.00% | 86.5 | 85.71% | +23.81% | +14.29% | -35.71% | -50.00% | 01:45 | 00:42 | 01:10 | 01:26 | 02:06 | 03:02 | 00:56 | 00:41 | |
Void Stone | 9 | 32.14% | 83.8 | 77.78% | +14.62% | +22.22% | +22.22% | 0.00% | 19:52 | 10:41 | 12:10 | 19:36 | 20:45 | 39:21 | 08:35 | 06:21 | |
Null Talisman | 20 | 71.43% | 81.1 | 65.00% | -10.00% | -5.00% | +15.00% | 10.43% | 02:56 | 01:05 | 01:54 | 02:44 | 03:49 | 04:41 | 01:55 | 01:25 | |
Wind Lace | 15 | 53.57% | 78.4 | 66.67% | -2.56% | -16.67% | -16.67% | 0.00% | 11:16 | 01:37 | 06:59 | 10:03 | 11:41 | 33:36 | 04:42 | 03:28 | |
Black King Bar | 17 | 60.71% | 75.7 | 64.71% | -8.02% | +10.29% | +10.29% | 0.00% | 23:51 | 16:41 | 17:23 | 21:39 | 24:15 | 42:22 | 06:52 | 05:05 | |
Aghanim's Shard | 19 | 67.86% | 73.0 | 63.16% | -14.62% | -23.16% | +16.84% | 6.47% | 23:54 | 15:29 | 20:05 | 24:55 | 26:16 | 32:43 | 06:11 | 04:34 | |
Kaya | 10 | 35.71% | 70.3 | 70.00% | +3.33% | -3.33% | -20.00% | -1.03% | 23:23 | 08:49 | 14:16 | 24:01 | 30:27 | 33:11 | 16:11 | 11:59 | |
Force Staff | 3 | 10.71% | 67.6 | 100.00% | +36.00% | 0.00% | 0.00% | 0.00% | 24:28 | 23:49 | 23:49 | 24:31 | 25:05 | 25:05 | 01:16 | 00:56 | |
Sange | 13 | 46.43% | 64.9 | 61.54% | -11.79% | -28.21% | +5.13% | 3.57% | 23:54 | 12:34 | 18:26 | 23:53 | 27:46 | 38:44 | 09:20 | 06:54 | |
Ring of Health | 5 | 17.86% | 62.2 | 80.00% | +14.78% | +20.00% | +20.00% | 0.00% | 20:41 | 10:22 | 10:22 | 12:32 | 29:37 | 39:21 | 19:15 | 14:15 | |
Eul's Scepter of Divinity | 7 | 25.00% | 59.5 | 71.43% | +4.76% | +28.57% | +28.57% | 0.00% | 16:51 | 10:48 | 12:26 | 15:25 | 20:13 | 24:13 | 07:47 | 05:45 | |
Urn of Shadows | 8 | 28.57% | 56.8 | 62.50% | -7.50% | +37.50% | +37.50% | 0.00% | 07:25 | 01:30 | 02:24 | 06:02 | 09:51 | 16:37 | 07:27 | 05:31 | |
Kaya and Sange | 8 | 28.57% | 54.1 | 62.50% | -7.50% | -12.50% | -12.50% | 0.00% | 26:19 | 14:11 | 18:42 | 25:17 | 32:32 | 38:44 | 13:50 | 10:14 | |
Ring of Protection | 8 | 28.57% | 51.4 | 62.50% | -7.50% | +37.50% | +37.50% | 0.00% | 04:32 | -01:29 | -01:29 | 01:31 | 08:08 | 13:04 | 09:37 | 07:07 | |
Fluffy Hat | 4 | 14.29% | 48.6 | 75.00% | +8.33% | +25.00% | -75.00% | 0.00% | 20:11 | 13:07 | 13:07 | 13:17 | 19:31 | 34:48 | 06:24 | 04:44 | |
Shiva's Guard | 4 | 14.29% | 45.9 | 75.00% | +8.33% | +25.00% | -75.00% | 0.00% | 35:18 | 27:23 | 27:23 | 30:02 | 37:07 | 46:41 | 09:44 | 07:12 | |
Arcane Boots | 2 | 7.14% | 43.2 | 100.00% | +34.62% | 0.00% | 0.00% | 0.00% | 19:03 | 15:47 | 15:47 | 22:18 | 22:18 | 22:18 | 06:31 | 04:49 | |
Heaven's Halberd | 2 | 7.14% | 40.5 | 100.00% | +34.62% | 0.00% | 0.00% | 0.00% | 23:50 | 22:31 | 22:31 | 25:08 | 25:08 | 25:08 | 02:37 | 01:56 | |
Tranquil Boots | 2 | 7.14% | 37.8 | 100.00% | +34.62% | 0.00% | 0.00% | 0.00% | 24:17 | 17:56 | 17:56 | 30:37 | 30:37 | 30:37 | 12:41 | 09:23 | |
Blink Dagger | 7 | 25.00% | 35.1 | 57.14% | -14.29% | +42.86% | -7.14% | -7.37% | 25:57 | 11:01 | 20:52 | 26:12 | 27:39 | 41:01 | 06:47 | 05:01 | |
Ghost Scepter | 3 | 10.71% | 32.4 | 66.67% | -1.33% | -66.67% | 0.00% | 0.00% | 31:33 | 19:27 | 19:27 | 32:22 | 42:50 | 42:50 | 23:23 | 17:19 | |
Hood of Defiance | 3 | 10.71% | 29.7 | 66.67% | -1.33% | +33.33% | 0.00% | 0.00% | 11:40 | 10:22 | 10:22 | 11:56 | 12:43 | 12:43 | 02:21 | 01:44 | |
Holy Locket | 1 | 3.57% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 | |
Refresher Orb | 1 | 3.57% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 3.57% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.57% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 | |
Headdress | 1 | 3.57% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:51 | 15:51 | 15:51 | 15:51 | 15:51 | 15:51 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 3.57% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 | |
Spirit Vessel | 2 | 7.14% | 10.8 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | 17:27 | 16:50 | 16:50 | 18:04 | 18:04 | 18:04 | 01:14 | 00:54 | |
Power Treads | 2 | 7.14% | 8.1 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | 08:26 | 07:38 | 07:38 | 09:13 | 09:13 | 09:13 | 01:35 | 01:10 | |
Drum of Endurance | 3 | 10.71% | 5.4 | 33.33% | -38.67% | -33.33% | 0.00% | 0.00% | 21:36 | 16:08 | 16:08 | 22:27 | 26:12 | 26:12 | 10:04 | 07:27 | |
Quelling Blade | 4 | 14.29% | 2.7 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 04:40 | -01:29 | -01:29 | -01:28 | 08:53 | 12:44 | 10:22 | 07:40 |