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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 Scepter | 5 | 27.78% | 100.0 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 29:26 | 25:47 | 26:38 | 26:38 | 30:20 | 37:47 | 03:42 | 02:44 | |
Aghanim's Shard | 4 | 22.22% | 97.8 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 24:28 | 21:17 | 21:44 | 22:00 | 24:44 | 32:35 | 03:00 | 02:13 | |
Void Stone | 4 | 22.22% | 95.6 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 39:45 | 30:33 | 31:14 | 38:21 | 46:52 | 51:46 | 15:37 | 11:34 | |
Linken's Sphere | 3 | 16.67% | 93.3 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 43:15 | 31:48 | 38:52 | 45:57 | 48:59 | 52:01 | 10:06 | 07:29 | |
Ring of Health | 3 | 16.67% | 91.1 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 42:49 | 31:28 | 38:21 | 45:14 | 48:30 | 51:46 | 10:09 | 07:31 | |
Wind Lace | 15 | 83.33% | 88.9 | 60.00% | +26.67% | +15.00% | -10.00% | -3.65% | 06:43 | -01:29 | 02:44 | 08:45 | 09:34 | 13:20 | 06:50 | 05:04 | |
Octarine Core | 13 | 72.22% | 86.7 | 61.54% | +21.54% | +13.46% | -11.54% | -12.71% | 22:41 | 18:26 | 19:40 | 20:20 | 21:38 | 32:34 | 01:58 | 01:27 | |
Boots of Speed | 18 | 100.00% | 84.4 | 55.56% | +55.56% | -15.56% | +4.44% | 20.00% | 01:41 | 00:28 | 01:11 | 01:34 | 01:51 | 03:48 | 00:39 | 00:29 | |
Scythe of Vyse | 7 | 38.89% | 82.2 | 71.43% | +25.98% | +28.57% | +28.57% | 0.00% | 38:13 | 30:31 | 32:31 | 35:13 | 41:56 | 52:55 | 09:25 | 06:58 | |
Urn of Shadows | 16 | 88.89% | 80.0 | 56.25% | +6.25% | +18.75% | -31.25% | -50.00% | 04:47 | 03:28 | 04:39 | 04:55 | 05:09 | 05:43 | 00:29 | 00:22 | |
Fluffy Hat | 16 | 88.89% | 77.8 | 56.25% | +6.25% | +18.75% | -6.25% | -19.61% | 06:39 | 03:39 | 05:58 | 06:37 | 07:15 | 10:53 | 01:16 | 00:56 | |
Crown | 16 | 88.89% | 75.6 | 56.25% | +6.25% | +18.75% | -6.25% | -25.00% | 06:33 | 04:50 | 05:48 | 06:20 | 06:37 | 10:53 | 00:49 | 00:36 | |
Ring of Protection | 16 | 88.89% | 73.3 | 56.25% | +6.25% | +18.75% | -31.25% | -20.87% | 02:23 | -01:29 | 01:37 | 02:47 | 04:01 | 05:17 | 02:23 | 01:46 | |
Spirit Vessel | 16 | 88.89% | 71.1 | 56.25% | +6.25% | +18.75% | -31.25% | -50.00% | 09:25 | 08:26 | 08:42 | 09:15 | 09:37 | 12:10 | 00:55 | 00:41 | |
Magic Stick | 9 | 50.00% | 68.9 | 55.56% | 0.00% | +4.44% | +11.11% | 2.90% | 01:17 | -01:29 | -01:29 | -01:29 | 03:47 | 09:06 | 05:16 | 03:54 | |
Eul's Scepter of Divinity | 2 | 11.11% | 66.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 51:05 | 31:50 | 41:27 | 51:05 | 60:42 | 1:10:20 | 19:15 | 14:15 | |
Ghost Scepter | 2 | 11.11% | 64.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:50 | 19:43 | 22:16 | 24:49 | 27:22 | 29:56 | 05:06 | 03:47 | |
Boots of Travel 2 | 2 | 11.11% | 62.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 60:30 | 59:42 | 60:06 | 60:30 | 60:54 | 1:01:18 | 00:48 | 00:35 | |
Aghanim's Blessing | 2 | 11.11% | 60.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 56:49 | 44:26 | 50:37 | 56:48 | 1:02:59 | 1:09:11 | 12:22 | 09:10 | |
Boots of Travel | 15 | 83.33% | 57.8 | 46.67% | -53.33% | +3.33% | +28.33% | 1.57% | 39:25 | 12:01 | 32:56 | 38:56 | 48:50 | 52:41 | 15:54 | 11:46 | |
Black King Bar | 11 | 61.11% | 55.6 | 45.45% | -25.98% | +21.22% | +21.22% | 0.00% | 26:44 | 19:18 | 21:34 | 25:58 | 28:35 | 42:40 | 07:01 | 05:11 | |
Magic Wand | 7 | 38.89% | 53.3 | 42.86% | -20.78% | +7.14% | +7.14% | 0.00% | 06:07 | 02:22 | 03:18 | 04:13 | 07:11 | 15:15 | 03:53 | 02:52 | |
Dagon (level 4) | 4 | 22.22% | 51.1 | 50.00% | -7.14% | +50.00% | -50.00% | 0.00% | 36:49 | 30:50 | 35:37 | 38:23 | 39:34 | 39:38 | 03:57 | 02:55 | |
Cornucopia | 4 | 22.22% | 48.9 | 50.00% | -7.14% | -50.00% | +50.00% | 0.00% | 20:51 | 10:30 | 15:06 | 17:30 | 23:14 | 37:53 | 08:08 | 06:01 | |
Ethereal Blade | 1 | 5.56% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:32 | 59:32 | 59:32 | 59:32 | 59:32 | 59:32 | 00:00 | 00:00 | |
Refresher Orb | 1 | 5.56% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 | |
Vambrace | 1 | 5.56% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 5.56% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 05:13 | 00:00 | 00:00 | |
Wind Waker | 1 | 5.56% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:44 | 1:10:44 | 1:10:44 | 1:10:44 | 1:10:44 | 1:10:44 | 00:00 | 00:00 | |
Ring of Tarrasque | 1 | 5.56% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 37:53 | 00:00 | 00:00 | |
Aether Lens | 1 | 5.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 59:18 | 00:00 | 00:00 | |
Psychic Headband | 1 | 5.56% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 | |
Seeds of Serenity | 1 | 5.56% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 5.56% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 | |
Aeon Disk | 1 | 5.56% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 | |
Dagon (level 3) | 5 | 27.78% | 22.2 | 40.00% | -21.54% | +10.00% | -40.00% | -13.10% | 37:29 | 29:41 | 34:34 | 38:18 | 38:23 | 46:28 | 03:49 | 02:49 | |
Dagon (level 5) | 5 | 27.78% | 20.0 | 40.00% | -21.54% | +10.00% | +10.00% | 0.00% | 41:53 | 32:04 | 39:56 | 44:00 | 45:01 | 48:23 | 05:05 | 03:45 | |
Dagon (level 2) | 6 | 33.33% | 17.8 | 33.33% | -33.34% | +16.67% | -33.33% | -8.64% | 37:09 | 28:06 | 34:44 | 36:26 | 40:31 | 45:53 | 05:47 | 04:17 | |
Dagon | 6 | 33.33% | 15.6 | 33.33% | -33.34% | -33.33% | +16.67% | 6.99% | 28:35 | 18:59 | 25:05 | 28:48 | 32:14 | 37:37 | 07:09 | 05:17 | |
Diadem | 6 | 33.33% | 13.3 | 33.33% | -33.34% | -33.33% | +16.67% | 6.36% | 26:27 | 16:02 | 22:50 | 25:14 | 30:42 | 37:37 | 07:52 | 05:49 | |
Orchid Malevolence | 3 | 16.67% | 11.1 | 33.33% | -26.67% | -33.33% | +66.67% | 0.00% | 15:20 | 10:47 | 13:43 | 16:39 | 17:37 | 18:35 | 03:54 | 02:53 | |
Nullifier | 1 | 5.56% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 | |
Shadow Blade | 1 | 5.56% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 | |
Force Staff | 2 | 11.11% | 4.4 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 20:58 | 14:28 | 17:42 | 20:57 | 24:12 | 27:27 | 06:29 | 04:48 | |
Helm of Iron Will | 1 | 5.56% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |