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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 | |
Magic Stick | 22 | 88.00% | 100.0 | 50.00% | +50.00% | 0.00% | +10.00% | 1.36% | 05:50 | -01:29 | -01:29 | 03:55 | 08:50 | 26:42 | 10:19 | 07:38 | |
Ghost Scepter | 10 | 40.00% | 96.9 | 60.00% | +26.67% | -26.67% | +40.00% | 15.44% | 30:24 | 17:59 | 28:51 | 29:40 | 33:10 | 37:52 | 04:19 | 03:11 | |
Kaya | 13 | 52.00% | 93.8 | 53.85% | +20.52% | +12.82% | -20.52% | -7.41% | 28:14 | 12:31 | 25:44 | 28:07 | 30:14 | 38:46 | 04:30 | 03:20 | |
Magic Wand | 16 | 64.00% | 90.6 | 50.00% | +16.67% | -25.00% | 0.00% | 3.46% | 07:49 | 01:52 | 03:09 | 05:41 | 10:22 | 18:00 | 07:13 | 05:20 | |
Blink Dagger | 25 | 100.00% | 87.5 | 44.00% | +44.00% | +39.33% | -27.33% | -31.49% | 10:23 | 07:21 | 09:40 | 09:58 | 11:47 | 14:15 | 02:07 | 01:34 | |
Boots of Speed | 25 | 100.00% | 84.4 | 44.00% | +44.00% | -10.67% | -10.67% | 0.00% | 03:58 | 01:59 | 03:09 | 03:51 | 04:24 | 06:03 | 01:15 | 00:55 | |
Bracer | 11 | 44.00% | 81.3 | 54.55% | +18.84% | -21.22% | -21.22% | 0.00% | 04:31 | 00:47 | 02:04 | 02:46 | 02:52 | 25:23 | 00:48 | 00:35 | |
Aghanim's Shard | 23 | 92.00% | 78.1 | 43.48% | -6.52% | -10.15% | -10.15% | 0.00% | 23:03 | 15:01 | 18:41 | 22:42 | 25:52 | 35:47 | 07:11 | 05:19 | |
Quelling Blade | 20 | 80.00% | 75.0 | 45.00% | +5.00% | +15.00% | +35.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:03 | 00:00 | 00:00 | |
Ethereal Blade | 9 | 36.00% | 71.9 | 55.56% | +18.06% | -5.56% | -5.56% | 0.00% | 31:38 | 21:15 | 29:18 | 32:27 | 34:18 | 38:37 | 05:00 | 03:42 | |
Eul's Scepter of Divinity | 9 | 36.00% | 68.8 | 55.56% | +18.06% | -55.56% | +44.44% | 34.88% | 20:07 | 16:52 | 18:04 | 19:43 | 20:56 | 26:49 | 02:52 | 02:07 | |
Void Stone | 14 | 56.00% | 65.6 | 42.86% | -2.59% | +32.14% | -9.53% | -4.34% | 24:32 | 12:24 | 16:56 | 19:02 | 26:32 | 48:28 | 09:36 | 07:06 | |
Soul Ring | 11 | 44.00% | 62.5 | 45.45% | +2.59% | +21.22% | -45.45% | -56.34% | 07:03 | 04:25 | 05:20 | 06:02 | 06:31 | 13:16 | 01:11 | 00:52 | |
Ring of Protection | 12 | 48.00% | 59.4 | 41.67% | -4.48% | -41.67% | -41.67% | 0.00% | 04:27 | -01:29 | 03:49 | 04:49 | 05:25 | 12:04 | 01:36 | 01:11 | |
Black King Bar | 12 | 48.00% | 56.3 | 41.67% | -4.48% | +25.00% | -41.67% | -7.94% | 25:28 | 19:56 | 21:54 | 23:10 | 30:18 | 31:45 | 08:24 | 06:13 | |
Wind Lace | 13 | 52.00% | 53.1 | 38.46% | -11.54% | -38.46% | -5.13% | 3.79% | 17:45 | 08:30 | 11:32 | 17:02 | 20:20 | 37:03 | 08:48 | 06:31 | |
Ring of Health | 7 | 28.00% | 50.0 | 42.86% | -1.58% | +7.14% | +7.14% | 0.00% | 25:07 | 02:39 | 03:13 | 25:05 | 28:55 | 48:28 | 25:42 | 19:02 | |
Bottle | 7 | 28.00% | 46.9 | 42.86% | -1.58% | +57.14% | -42.86% | 0.00% | 01:35 | 01:15 | 01:32 | 01:34 | 01:37 | 01:50 | 00:05 | 00:03 | |
Hood of Defiance | 1 | 4.00% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 07:46 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 4.00% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:41 | 49:41 | 49:41 | 49:41 | 49:41 | 49:41 | 00:00 | 00:00 | |
Skull Basher | 2 | 8.00% | 37.5 | 50.00% | +6.52% | +50.00% | 0.00% | 0.00% | 42:00 | 38:48 | 38:48 | 45:12 | 45:12 | 45:12 | 06:24 | 04:44 | |
Lotus Orb | 2 | 8.00% | 34.4 | 50.00% | +6.52% | +50.00% | 0.00% | 0.00% | 27:16 | 25:23 | 25:23 | 29:08 | 29:08 | 29:08 | 03:45 | 02:46 | |
Aether Lens | 2 | 8.00% | 31.3 | 50.00% | +6.52% | -50.00% | 0.00% | 0.00% | 48:53 | 45:02 | 45:02 | 52:43 | 52:43 | 52:43 | 07:41 | 05:41 | |
Null Talisman | 3 | 12.00% | 28.1 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 04:30 | 02:27 | 02:27 | 04:24 | 06:38 | 06:38 | 04:11 | 03:05 | |
Overwhelming Blink | 3 | 12.00% | 25.0 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 43:17 | 38:35 | 38:35 | 43:53 | 47:24 | 47:24 | 08:49 | 06:31 | |
Aeon Disk | 4 | 16.00% | 21.9 | 25.00% | -22.62% | -25.00% | -25.00% | 0.00% | 38:17 | 36:29 | 36:29 | 37:39 | 38:05 | 40:55 | 01:36 | 01:11 | |
Chainmail | 1 | 4.00% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 04:46 | 00:00 | 00:00 | |
Veil of Discord | 2 | 8.00% | 15.6 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 29:56 | 27:30 | 27:30 | 32:22 | 32:22 | 32:22 | 04:52 | 03:36 | |
Tranquil Boots | 1 | 4.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 00:00 | 00:00 | |
Octarine Core | 1 | 4.00% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 00:00 | 00:00 | |
Ring of Basilius | 2 | 8.00% | 6.3 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 29:56 | 27:30 | 27:30 | 32:22 | 32:22 | 32:22 | 04:52 | 03:36 | |
Crown | 2 | 8.00% | 6.3 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 29:56 | 27:30 | 27:30 | 32:22 | 32:22 | 32:22 | 04:52 | 03:36 |