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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 | |
Aghanim's Shard | 3 | 11.54% | 100.0 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 34:28 | 29:28 | 29:28 | 31:40 | 42:16 | 42:16 | 12:48 | 09:28 | |
Wind Lace | 18 | 69.23% | 97.7 | 55.56% | +43.06% | +24.44% | -5.56% | -7.89% | 10:25 | -01:29 | 05:54 | 07:16 | 09:42 | 31:35 | 03:48 | 02:48 | |
Tranquil Boots | 14 | 53.85% | 95.3 | 57.14% | +32.14% | +17.86% | -23.81% | -14.71% | 12:25 | 04:36 | 06:56 | 09:12 | 09:46 | 33:03 | 02:50 | 02:05 | |
Magic Wand | 24 | 92.31% | 93.0 | 45.83% | +45.83% | -12.50% | +20.84% | 7.30% | 09:00 | 02:30 | 06:53 | 09:13 | 11:27 | 15:54 | 04:34 | 03:22 | |
Magic Stick | 25 | 96.15% | 90.7 | 44.00% | +44.00% | -10.67% | +22.67% | 4.47% | 05:25 | -01:29 | 01:16 | 04:24 | 08:44 | 15:35 | 07:28 | 05:31 | |
Boots of Speed | 26 | 100.00% | 88.4 | 42.31% | +42.31% | -28.02% | -25.64% | 0.90% | 05:23 | 01:14 | 03:53 | 04:39 | 06:32 | 10:17 | 02:39 | 01:57 | |
Void Stone | 14 | 53.85% | 86.0 | 50.00% | +16.67% | -25.00% | +16.67% | 1.71% | 21:50 | 07:12 | 11:37 | 14:18 | 36:03 | 48:34 | 24:26 | 18:05 | |
Ring of Protection | 20 | 76.92% | 83.7 | 45.00% | +11.67% | +15.00% | -5.00% | -2.58% | 05:34 | -01:29 | -01:29 | 06:35 | 09:15 | 20:58 | 10:44 | 07:57 | |
Force Staff | 19 | 73.08% | 81.4 | 42.11% | -0.75% | -2.11% | -2.11% | 0.00% | 22:41 | 17:20 | 18:13 | 21:33 | 24:50 | 40:44 | 06:37 | 04:54 | |
Fluffy Hat | 23 | 88.46% | 79.1 | 39.13% | -27.54% | +10.87% | -5.80% | -1.88% | 13:53 | 03:42 | 09:18 | 12:35 | 18:10 | 24:11 | 08:52 | 06:34 | |
Urn of Shadows | 10 | 38.46% | 76.7 | 50.00% | +12.50% | -16.67% | +50.00% | 17.94% | 10:35 | 06:47 | 08:37 | 09:41 | 12:20 | 15:59 | 03:43 | 02:45 | |
Spirit Vessel | 8 | 30.77% | 74.4 | 50.00% | +11.11% | -50.00% | 0.00% | 26.09% | 19:54 | 14:21 | 18:46 | 19:43 | 20:41 | 23:11 | 01:55 | 01:25 | |
Glimmer Cape | 9 | 34.62% | 72.1 | 44.44% | +3.26% | +5.56% | -44.44% | -7.16% | 27:17 | 22:08 | 23:06 | 25:36 | 30:05 | 34:36 | 06:59 | 05:10 | |
Pavise | 9 | 34.62% | 69.8 | 44.44% | +3.26% | -44.44% | +5.56% | 10.42% | 12:00 | 07:12 | 09:35 | 12:27 | 14:23 | 15:05 | 04:48 | 03:33 | |
Medallion of Courage | 3 | 11.54% | 67.4 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 18:44 | 11:48 | 11:48 | 20:51 | 23:32 | 23:32 | 11:44 | 08:41 | |
Crown | 3 | 11.54% | 65.1 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 19:23 | 12:24 | 12:24 | 20:51 | 24:54 | 24:54 | 12:30 | 09:15 | |
Blight Stone | 3 | 11.54% | 62.8 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 18:34 | 11:18 | 11:18 | 20:51 | 23:32 | 23:32 | 12:14 | 09:03 | |
Solar Crest | 3 | 11.54% | 60.5 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 22:12 | 16:24 | 16:24 | 23:21 | 26:51 | 26:51 | 10:27 | 07:44 | |
Chainmail | 12 | 46.15% | 58.1 | 33.33% | -16.67% | 0.00% | -33.33% | -4.14% | 16:45 | 08:38 | 12:47 | 15:05 | 20:50 | 23:32 | 08:03 | 05:57 | |
Aghanim's Scepter | 8 | 30.77% | 55.8 | 37.50% | -6.94% | +12.50% | +12.50% | 0.00% | 36:36 | 28:59 | 32:50 | 34:54 | 38:36 | 45:39 | 05:46 | 04:16 | |
Scythe of Vyse | 4 | 15.38% | 53.5 | 50.00% | +9.09% | +50.00% | +50.00% | 0.00% | 39:38 | 34:22 | 34:22 | 36:06 | 39:31 | 48:34 | 05:09 | 03:48 | |
Holy Locket | 1 | 3.85% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 3.85% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 | |
Diadem | 1 | 3.85% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 | |
Blink Dagger | 1 | 3.85% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 | |
Ring of Health | 6 | 23.08% | 41.9 | 33.33% | -11.67% | -33.33% | +66.67% | 4.74% | 28:42 | 14:54 | 18:30 | 26:53 | 39:35 | 43:19 | 21:05 | 15:37 | |
Mekansm | 9 | 34.62% | 39.5 | 22.22% | -30.72% | -22.22% | -22.22% | 0.00% | 18:35 | 11:22 | 14:41 | 18:13 | 21:57 | 24:46 | 07:16 | 05:22 | |
Headdress | 10 | 38.46% | 37.2 | 20.00% | -36.25% | -20.00% | -20.00% | 0.00% | 13:12 | 01:08 | 10:47 | 14:38 | 16:35 | 21:50 | 05:48 | 04:17 | |
Lotus Orb | 2 | 7.69% | 34.9 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 41:45 | 39:55 | 39:55 | 43:35 | 43:35 | 43:35 | 03:40 | 02:42 | |
Vanguard | 2 | 7.69% | 32.6 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 21:36 | 16:19 | 16:19 | 26:53 | 26:53 | 26:53 | 10:34 | 07:49 | |
Drum of Endurance | 2 | 7.69% | 30.2 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 21:18 | 20:31 | 20:31 | 22:05 | 22:05 | 22:05 | 01:34 | 01:09 | |
Guardian Greaves | 3 | 11.54% | 27.9 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 27:39 | 21:21 | 21:21 | 29:35 | 32:01 | 32:01 | 10:40 | 07:54 | |
Eul's Scepter of Divinity | 3 | 11.54% | 25.6 | 33.33% | -10.15% | +66.67% | 0.00% | 0.00% | 26:06 | 21:07 | 21:07 | 25:27 | 31:43 | 31:43 | 10:36 | 07:51 | |
Arcane Boots | 4 | 15.38% | 23.3 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 16:21 | 09:26 | 09:26 | 13:01 | 13:20 | 29:35 | 03:54 | 02:53 | |
Buckler | 4 | 15.38% | 20.9 | 25.00% | -20.45% | -25.00% | +75.00% | 15.31% | 25:45 | 20:58 | 20:58 | 23:01 | 27:30 | 31:29 | 06:32 | 04:50 | |
Heaven's Halberd | 1 | 3.85% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 | |
Ghost Scepter | 2 | 7.69% | 16.3 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 32:26 | 27:43 | 27:43 | 37:08 | 37:08 | 37:08 | 09:25 | 06:58 | |
Boots of Travel | 1 | 3.85% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 00:00 | 00:00 | |
Kaya | 1 | 3.85% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 | |
Pipe of Insight | 2 | 7.69% | 9.3 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 24:30 | 18:57 | 18:57 | 30:02 | 30:02 | 30:02 | 11:05 | 08:12 | |
Sange | 1 | 3.85% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 | |
Octarine Core | 1 | 3.85% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 21:14 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 3.85% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 33:06 | 00:00 | 00:00 |