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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 | |
Fluffy Hat | 26 | 34.67% | 100.0 | 80.77% | +21.59% | -9.34% | +2.56% | 1.15% | 22:11 | 11:27 | 17:27 | 21:25 | 27:46 | 36:41 | 10:19 | 07:38 | |
Holy Locket | 15 | 20.00% | 97.1 | 86.67% | +25.00% | -11.67% | -11.67% | 0.00% | 22:33 | 18:19 | 19:49 | 22:08 | 23:46 | 30:41 | 03:57 | 02:55 | |
Chainmail | 73 | 97.33% | 94.3 | 68.49% | +68.49% | -7.38% | +3.73% | 2.90% | 09:11 | 01:17 | 07:15 | 08:42 | 11:05 | 19:28 | 03:50 | 02:50 | |
Mekansm | 73 | 97.33% | 91.4 | 68.49% | +68.49% | -18.49% | +3.73% | 6.87% | 12:43 | 08:21 | 10:53 | 12:37 | 14:07 | 22:35 | 03:14 | 02:23 | |
Aghanim's Scepter | 10 | 13.33% | 88.6 | 90.00% | +26.92% | +10.00% | -40.00% | 0.00% | 37:33 | 26:24 | 32:15 | 35:45 | 43:18 | 49:24 | 11:03 | 08:11 | |
Headdress | 74 | 98.67% | 85.7 | 67.57% | +67.57% | -4.41% | +10.21% | 14.62% | -00:33 | -01:30 | -01:29 | -01:29 | -01:28 | 11:07 | 00:01 | 00:00 | |
Magic Wand | 25 | 33.33% | 82.9 | 76.00% | +14.00% | -9.33% | +7.33% | 4.29% | 15:47 | 07:17 | 12:38 | 15:29 | 16:31 | 36:42 | 03:53 | 02:52 | |
Vladmir's Offering | 52 | 69.33% | 80.0 | 69.23% | +8.36% | 0.00% | +7.69% | 1.64% | 22:21 | 11:54 | 19:30 | 22:07 | 24:11 | 37:24 | 04:41 | 03:28 | |
Morbid Mask | 52 | 69.33% | 77.1 | 69.23% | +8.36% | 0.00% | +7.69% | 1.50% | 21:20 | 10:32 | 18:15 | 21:06 | 23:22 | 36:32 | 05:07 | 03:47 | |
Boots of Speed | 62 | 82.67% | 74.3 | 67.74% | +6.20% | +7.26% | -1.07% | -1.16% | 12:46 | 05:25 | 07:38 | 11:24 | 14:49 | 31:36 | 07:11 | 05:19 | |
Magic Stick | 42 | 56.00% | 71.4 | 69.05% | +5.41% | +3.68% | +0.95% | -0.26% | 08:05 | -01:29 | 02:18 | 05:59 | 12:38 | 36:42 | 10:20 | 07:39 | |
Buckler | 57 | 76.00% | 68.6 | 66.67% | 0.00% | +4.76% | +4.76% | 0.00% | 17:38 | 05:31 | 13:36 | 16:35 | 21:29 | 36:32 | 07:53 | 05:50 | |
Ring of Basilius | 69 | 92.00% | 65.7 | 65.22% | -18.11% | +17.13% | -0.51% | -3.75% | 08:28 | -01:29 | 04:26 | 05:36 | 09:08 | 35:05 | 04:42 | 03:28 | |
Ring of Protection | 58 | 77.33% | 62.9 | 65.52% | -5.07% | +1.15% | -1.23% | -0.30% | 17:53 | 03:58 | 13:36 | 16:35 | 21:31 | 37:25 | 07:55 | 05:51 | |
Wraith Pact | 35 | 46.67% | 60.0 | 68.57% | +3.57% | -13.01% | -13.01% | 0.00% | 26:41 | 16:52 | 23:13 | 27:12 | 29:45 | 44:11 | 06:32 | 04:50 | |
Pipe of Insight | 5 | 6.67% | 57.1 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 29:02 | 24:15 | 24:15 | 28:46 | 33:12 | 33:18 | 08:57 | 06:37 | |
Hood of Defiance | 5 | 6.67% | 54.3 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 24:21 | 20:45 | 20:45 | 23:31 | 24:38 | 30:56 | 03:53 | 02:52 | |
Force Staff | 10 | 13.33% | 51.4 | 80.00% | +15.38% | +20.00% | -30.00% | 0.00% | 27:18 | 19:15 | 22:37 | 28:12 | 30:44 | 34:41 | 08:07 | 06:00 | |
Aghanim's Shard | 25 | 33.33% | 48.6 | 64.00% | -4.00% | +36.00% | -30.67% | -8.75% | 24:19 | 15:01 | 18:31 | 23:15 | 26:08 | 42:10 | 07:37 | 05:38 | |
Wind Lace | 18 | 24.00% | 45.7 | 66.67% | 0.00% | -26.67% | +8.33% | 2.10% | 27:48 | 11:49 | 19:38 | 27:43 | 36:20 | 42:16 | 16:42 | 12:22 | |
Drum of Endurance | 11 | 14.67% | 42.9 | 72.73% | +7.10% | +27.27% | -6.06% | 0.00% | 30:47 | 19:38 | 24:32 | 28:09 | 36:20 | 42:17 | 11:48 | 08:44 | |
Blight Stone | 13 | 17.33% | 40.0 | 69.23% | +3.10% | -35.90% | -2.56% | 0.00% | 08:29 | -01:29 | -01:29 | -01:23 | 17:16 | 36:21 | 18:45 | 13:53 | |
Arcane Boots | 13 | 17.33% | 37.1 | 69.23% | +3.10% | +30.77% | -35.90% | 0.00% | 20:33 | 11:25 | 16:04 | 18:20 | 21:50 | 37:54 | 05:46 | 04:16 | |
Ring of Health | 8 | 10.67% | 34.3 | 75.00% | +9.33% | +25.00% | -25.00% | 0.00% | 28:07 | 20:45 | 21:21 | 23:39 | 30:56 | 39:58 | 09:35 | 07:05 | |
Medallion of Courage | 5 | 6.67% | 31.4 | 80.00% | +14.29% | +20.00% | +20.00% | 0.00% | 21:52 | 06:45 | 06:45 | 18:53 | 30:07 | 36:21 | 23:22 | 17:18 | |
Tranquil Boots | 2 | 2.67% | 28.6 | 100.00% | +34.25% | 0.00% | 0.00% | 0.00% | 35:11 | 30:08 | 30:08 | 40:13 | 40:13 | 40:13 | 10:05 | 07:28 | |
Boots of Bearing | 2 | 2.67% | 25.7 | 100.00% | +34.25% | 0.00% | 0.00% | 0.00% | 35:11 | 30:08 | 30:08 | 40:13 | 40:13 | 40:13 | 10:05 | 07:28 | |
Solar Crest | 3 | 4.00% | 22.9 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 30:17 | 24:24 | 24:24 | 30:07 | 36:21 | 36:21 | 11:57 | 08:51 | |
Guardian Greaves | 3 | 4.00% | 20.0 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 37:34 | 34:24 | 34:24 | 37:54 | 40:24 | 40:24 | 06:00 | 04:26 | |
Crown | 3 | 4.00% | 17.1 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 28:17 | 18:24 | 18:24 | 30:07 | 36:21 | 36:21 | 17:57 | 13:17 | |
Void Stone | 4 | 5.33% | 14.3 | 50.00% | -17.61% | -50.00% | +50.00% | 0.00% | 34:59 | 28:52 | 28:52 | 35:06 | 35:57 | 39:59 | 07:05 | 05:14 | |
Glimmer Cape | 1 | 1.33% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 1.33% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 | |
Lotus Orb | 2 | 2.67% | 5.7 | 0.00% | -68.49% | 0.00% | 0.00% | 0.00% | 32:25 | 28:52 | 28:52 | 35:57 | 35:57 | 35:57 | 07:05 | 05:14 | |
Ghost Scepter | 1 | 1.33% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |