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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 | |
Ring of Protection | 17 | 51.52% | 100.0 | 70.59% | +20.59% | +29.41% | +4.41% | -1.09% | 21:14 | 02:19 | 07:25 | 26:59 | 30:16 | 37:18 | 22:51 | 16:55 | |
Black King Bar | 23 | 69.70% | 97.9 | 65.22% | +15.22% | +1.45% | +1.45% | 0.00% | 21:01 | 16:24 | 17:41 | 21:05 | 23:55 | 27:07 | 06:14 | 04:37 | |
Sange | 14 | 42.42% | 95.7 | 71.43% | +18.80% | +3.57% | +28.57% | 2.61% | 16:02 | 10:26 | 11:12 | 14:41 | 20:47 | 24:39 | 09:35 | 07:05 | |
Boots of Speed | 33 | 100.00% | 93.6 | 60.61% | +60.61% | +1.89% | +14.39% | 8.93% | 04:10 | -01:29 | 03:25 | 04:13 | 04:49 | 07:32 | 01:24 | 01:02 | |
Magic Wand | 20 | 60.61% | 91.5 | 65.00% | +11.15% | +15.00% | -5.00% | -4.40% | 10:04 | 02:21 | 07:29 | 08:13 | 12:02 | 24:05 | 04:33 | 03:22 | |
Phase Boots | 29 | 87.88% | 89.4 | 58.62% | -16.38% | -1.48% | -30.05% | -16.81% | 07:52 | 05:39 | 06:50 | 07:31 | 08:32 | 11:26 | 01:42 | 01:15 | |
Chainmail | 29 | 87.88% | 87.2 | 58.62% | -16.38% | -1.48% | -15.76% | -8.32% | 07:14 | 05:10 | 06:09 | 06:56 | 07:52 | 11:07 | 01:43 | 01:16 | |
Bottle | 27 | 81.82% | 85.1 | 59.26% | -7.41% | +12.17% | -16.40% | -28.57% | 02:15 | 01:37 | 01:50 | 02:01 | 02:19 | 04:27 | 00:29 | 00:21 | |
Quelling Blade | 30 | 90.91% | 83.0 | 56.67% | -43.33% | +30.83% | +14.76% | 0.00% | -01:18 | -01:29 | -01:29 | -01:29 | -01:29 | 03:59 | 00:00 | 00:00 | |
Magic Stick | 24 | 72.73% | 80.9 | 58.33% | -8.34% | +8.34% | +8.34% | 0.00% | 06:26 | -01:29 | 03:55 | 07:06 | 08:13 | 12:28 | 04:18 | 03:11 | |
Aghanim's Scepter | 8 | 24.24% | 78.7 | 75.00% | +19.00% | +25.00% | +25.00% | 0.00% | 29:57 | 21:00 | 21:14 | 26:42 | 35:01 | 43:40 | 13:47 | 10:12 | |
Bracer | 29 | 87.88% | 76.6 | 55.17% | -44.83% | +1.97% | -40.88% | -17.73% | 03:47 | -01:29 | 02:02 | 03:42 | 04:27 | 09:05 | 02:25 | 01:47 | |
Blink Dagger | 3 | 9.09% | 74.5 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 31:43 | 27:14 | 27:14 | 33:49 | 34:05 | 34:05 | 06:51 | 05:04 | |
Buckler | 11 | 33.33% | 72.3 | 63.64% | +4.55% | +36.36% | +3.03% | -8.73% | 29:25 | 21:36 | 26:59 | 29:36 | 30:48 | 37:18 | 03:49 | 02:49 | |
Heaven's Halberd | 11 | 33.33% | 70.2 | 63.64% | +4.55% | +3.03% | +36.36% | 4.59% | 20:04 | 14:03 | 15:29 | 19:23 | 22:45 | 27:39 | 07:16 | 05:22 | |
Assault Cuirass | 9 | 27.27% | 68.1 | 66.67% | +8.34% | +33.33% | -16.67% | -9.71% | 30:43 | 23:20 | 27:08 | 31:19 | 32:17 | 37:52 | 05:09 | 03:48 | |
Urn of Shadows | 5 | 15.15% | 66.0 | 80.00% | +22.86% | +20.00% | -80.00% | -16.53% | 07:19 | 02:54 | 02:54 | 07:55 | 08:57 | 10:48 | 06:03 | 04:28 | |
Armlet of Mordiggian | 8 | 24.24% | 63.8 | 62.50% | +2.50% | -12.50% | -62.50% | -22.56% | 11:53 | 09:17 | 10:50 | 11:13 | 13:03 | 13:27 | 02:13 | 01:38 | |
Helm of Iron Will | 8 | 24.24% | 61.7 | 62.50% | +2.50% | -12.50% | -62.50% | -13.64% | 09:45 | 06:49 | 07:30 | 09:33 | 11:10 | 12:25 | 03:40 | 02:42 | |
Spirit Vessel | 4 | 12.12% | 59.6 | 75.00% | +16.38% | +25.00% | -75.00% | -16.57% | 13:45 | 09:34 | 09:34 | 14:10 | 15:36 | 15:39 | 06:02 | 04:28 | |
Shiva's Guard | 4 | 12.12% | 57.4 | 75.00% | +16.38% | +25.00% | -75.00% | -64.52% | 32:22 | 31:01 | 31:01 | 31:42 | 32:34 | 34:10 | 01:33 | 01:08 | |
Aghanim's Shard | 2 | 6.06% | 55.3 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | 34:39 | 24:44 | 24:44 | 44:34 | 44:34 | 44:34 | 19:50 | 14:41 | |
Void Stone | 2 | 6.06% | 53.2 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | 33:27 | 30:06 | 30:06 | 36:47 | 36:47 | 36:47 | 06:41 | 04:57 | |
Radiance | 5 | 15.15% | 51.1 | 60.00% | -0.71% | +40.00% | -60.00% | -37.97% | 16:25 | 15:01 | 15:01 | 16:04 | 17:39 | 17:49 | 02:38 | 01:57 | |
Orchid Malevolence | 5 | 15.15% | 48.9 | 60.00% | -0.71% | -60.00% | +40.00% | 20.62% | 17:02 | 12:15 | 12:15 | 15:34 | 17:06 | 25:24 | 04:51 | 03:35 | |
Crystalys | 3 | 9.09% | 46.8 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 27:07 | 20:13 | 20:13 | 25:00 | 36:07 | 36:07 | 15:54 | 11:46 | |
Ring of Health | 4 | 12.12% | 44.7 | 50.00% | -12.07% | -50.00% | +50.00% | 9.35% | 18:52 | 08:34 | 08:34 | 18:45 | 19:16 | 28:53 | 10:42 | 07:55 | |
Arcane Boots | 1 | 3.03% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 | |
Aeon Disk | 1 | 3.03% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 3.03% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.03% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 3.03% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 3.03% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:28 | 56:28 | 56:28 | 56:28 | 56:28 | 56:28 | 00:00 | 00:00 | |
Soul Ring | 1 | 3.03% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 00:00 | 00:00 | |
Yasha | 1 | 3.03% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 3.03% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 3.03% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 | |
Wind Lace | 2 | 6.06% | 21.3 | 50.00% | -11.29% | +50.00% | 0.00% | 0.00% | 15:04 | 06:36 | 06:36 | 23:32 | 23:32 | 23:32 | 16:56 | 12:32 | |
Daedalus | 2 | 6.06% | 19.1 | 50.00% | -11.29% | +50.00% | 0.00% | 0.00% | 32:23 | 25:00 | 25:00 | 39:45 | 39:45 | 39:45 | 14:45 | 10:55 | |
Pipe of Insight | 3 | 9.09% | 17.0 | 33.33% | -30.00% | -33.33% | 0.00% | 0.00% | 22:20 | 17:36 | 17:36 | 23:18 | 26:05 | 26:05 | 08:29 | 06:17 | |
Headdress | 3 | 9.09% | 14.9 | 33.33% | -30.00% | -33.33% | 0.00% | 0.00% | 21:25 | 17:17 | 17:17 | 20:52 | 26:05 | 26:05 | 08:48 | 06:31 | |
Hood of Defiance | 3 | 9.09% | 12.8 | 33.33% | -30.00% | -33.33% | 0.00% | 0.00% | 15:40 | 08:45 | 08:45 | 18:45 | 19:31 | 19:31 | 10:46 | 07:58 | |
Solar Crest | 1 | 3.03% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 | |
Blight Stone | 1 | 3.03% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 21:35 | 00:00 | 00:00 | |
Bloodthorn | 1 | 3.03% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 | |
Crown | 1 | 3.03% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 3.03% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 22:03 | 00:00 | 00:00 |