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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 | |
Vanguard | 5 | 31.25% | 100.0 | 100.00% | +90.91% | 0.00% | 0.00% | 0.00% | 37:10 | 21:21 | 27:27 | 36:50 | 41:21 | 58:50 | 13:54 | 10:17 | |
Abyssal Blade | 5 | 31.25% | 97.7 | 100.00% | +90.91% | 0.00% | 0.00% | 0.00% | 38:39 | 27:48 | 28:27 | 36:50 | 41:21 | 58:50 | 12:54 | 09:33 | |
Ring of Health | 6 | 37.50% | 95.5 | 83.33% | +73.33% | +16.67% | +16.67% | 0.00% | 34:11 | 20:33 | 25:56 | 30:41 | 37:47 | 58:37 | 11:50 | 08:46 | |
Void Stone | 3 | 18.75% | 93.2 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 37:50 | 25:21 | 29:22 | 33:24 | 44:05 | 54:46 | 14:42 | 10:53 | |
Javelin | 3 | 18.75% | 90.9 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 27:30 | 12:27 | 18:03 | 23:39 | 35:01 | 46:24 | 16:58 | 12:34 | |
Linken's Sphere | 3 | 18.75% | 88.6 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 40:38 | 30:22 | 33:18 | 36:15 | 45:46 | 55:17 | 12:27 | 09:13 | |
Blink Dagger | 2 | 12.50% | 86.4 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 47:39 | 47:03 | 47:20 | 47:38 | 47:56 | 48:14 | 00:35 | 00:26 | |
Overwhelming Blink | 2 | 12.50% | 84.1 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 48:32 | 47:14 | 47:52 | 48:31 | 49:10 | 49:49 | 01:17 | 00:57 | |
Aghanim's Blessing | 2 | 12.50% | 81.8 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 45:50 | 43:30 | 44:40 | 45:50 | 47:00 | 48:10 | 02:20 | 01:43 | |
Maelstrom | 2 | 12.50% | 79.5 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 19:38 | 15:37 | 17:37 | 19:38 | 21:38 | 23:39 | 04:01 | 02:58 | |
Mjollnir | 2 | 12.50% | 77.3 | 100.00% | +71.43% | 0.00% | 0.00% | 0.00% | 32:13 | 26:24 | 29:18 | 32:12 | 35:06 | 38:01 | 05:48 | 04:18 | |
Skull Basher | 9 | 56.25% | 75.0 | 55.56% | +41.27% | +11.11% | -22.23% | -1.72% | 36:54 | 25:26 | 26:31 | 34:36 | 45:52 | 58:36 | 19:21 | 14:20 | |
Yasha | 13 | 81.25% | 72.7 | 46.15% | +46.15% | +28.85% | +3.85% | -5.81% | 22:21 | 17:18 | 20:19 | 22:04 | 24:37 | 26:59 | 04:18 | 03:11 | |
Diadem | 8 | 50.00% | 70.5 | 50.00% | +25.00% | 0.00% | 0.00% | 0.00% | 18:40 | 14:59 | 16:44 | 18:36 | 19:35 | 24:45 | 02:51 | 02:06 | |
Black King Bar | 8 | 50.00% | 68.2 | 50.00% | +25.00% | 0.00% | 0.00% | 0.00% | 34:21 | 26:44 | 30:38 | 32:44 | 37:27 | 45:24 | 06:48 | 05:02 | |
Manta Style | 8 | 50.00% | 65.9 | 50.00% | +25.00% | +50.00% | 0.00% | -22.30% | 23:37 | 19:27 | 22:25 | 23:21 | 24:40 | 28:23 | 02:14 | 01:39 | |
Chainmail | 16 | 100.00% | 63.6 | 37.50% | +37.50% | +12.50% | -12.50% | -9.15% | 05:47 | 03:23 | 04:19 | 05:32 | 07:03 | 09:04 | 02:44 | 02:01 | |
Quelling Blade | 16 | 100.00% | 61.4 | 37.50% | +37.50% | +5.36% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Phase Boots | 16 | 100.00% | 59.1 | 37.50% | +37.50% | -12.50% | -12.50% | 0.00% | 06:46 | 04:45 | 05:38 | 06:29 | 07:46 | 09:33 | 02:08 | 01:34 | |
Boots of Speed | 16 | 100.00% | 56.8 | 37.50% | +37.50% | -12.50% | +12.50% | 9.68% | 04:32 | 02:09 | 03:08 | 05:06 | 05:43 | 06:28 | 02:35 | 01:54 | |
Radiance | 16 | 100.00% | 54.5 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 17:56 | 13:42 | 15:31 | 17:13 | 20:13 | 24:32 | 04:41 | 03:28 | |
Ring of Protection | 10 | 62.50% | 52.3 | 40.00% | +6.67% | +26.67% | +26.67% | 0.00% | 15:31 | 02:35 | 04:03 | 08:31 | 27:25 | 40:06 | 23:22 | 17:18 | |
Bracer | 10 | 62.50% | 50.0 | 40.00% | +6.67% | -40.00% | +26.67% | 58.61% | 03:59 | 01:24 | 01:43 | 02:12 | 02:51 | 20:11 | 01:08 | 00:50 | |
Aghanim's Scepter | 4 | 25.00% | 47.7 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 32:14 | 29:17 | 30:45 | 32:39 | 34:07 | 34:19 | 03:22 | 02:29 | |
Assault Cuirass | 4 | 25.00% | 45.5 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 34:31 | 31:41 | 32:20 | 32:44 | 34:54 | 40:54 | 02:33 | 01:53 | |
Buckler | 4 | 25.00% | 43.2 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 31:07 | 24:12 | 27:25 | 30:04 | 33:45 | 40:06 | 06:19 | 04:41 | |
Daedalus | 1 | 6.25% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 | |
Desolator | 1 | 6.25% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 00:00 | 00:00 | |
Blight Stone | 1 | 6.25% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 1:01:35 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 6.25% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 00:00 | 00:00 | |
Crystalys | 1 | 6.25% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 | |
Monkey King Bar | 1 | 6.25% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 00:00 | 00:00 | |
Magic Stick | 5 | 31.25% | 27.3 | 40.00% | +3.64% | +26.67% | -40.00% | 0.00% | -00:04 | -01:29 | -01:29 | -01:29 | 01:49 | 02:17 | 03:18 | 02:26 | |
Sange | 5 | 31.25% | 25.0 | 40.00% | +3.64% | +10.00% | +10.00% | 0.00% | 21:16 | 17:47 | 21:39 | 21:57 | 22:03 | 22:54 | 00:24 | 00:17 | |
Sange and Yasha | 5 | 31.25% | 22.7 | 40.00% | +3.64% | +10.00% | +10.00% | 0.00% | 24:16 | 20:33 | 24:44 | 24:55 | 25:04 | 26:03 | 00:20 | 00:14 | |
Orb of Venom | 6 | 37.50% | 20.5 | 33.33% | -6.67% | +16.67% | -33.33% | -13.20% | 04:33 | 01:59 | 02:22 | 03:35 | 06:10 | 09:10 | 03:47 | 02:48 | |
Orb of Corrosion | 6 | 37.50% | 18.2 | 33.33% | -6.67% | +16.67% | -33.33% | -15.48% | 06:25 | 04:37 | 04:48 | 05:40 | 08:02 | 09:10 | 03:13 | 02:23 | |
Aghanim's Shard | 6 | 37.50% | 15.9 | 33.33% | -6.67% | -33.33% | +66.67% | 20.05% | 29:49 | 21:34 | 27:19 | 30:17 | 32:19 | 37:25 | 04:59 | 03:41 | |
Shadow Blade | 2 | 12.50% | 13.6 | 50.00% | +14.29% | -50.00% | +50.00% | 0.00% | 31:11 | 30:24 | 30:47 | 31:10 | 31:33 | 31:57 | 00:46 | 00:34 | |
Silver Edge | 2 | 12.50% | 11.4 | 50.00% | +14.29% | -50.00% | +50.00% | 0.00% | 36:50 | 34:49 | 35:49 | 36:50 | 37:50 | 38:51 | 02:01 | 01:29 | |
Armlet of Mordiggian | 7 | 43.75% | 9.1 | 14.29% | -41.27% | -14.29% | -14.29% | 0.00% | 13:04 | 11:29 | 12:10 | 12:51 | 13:59 | 14:53 | 01:49 | 01:20 | |
Helm of Iron Will | 7 | 43.75% | 6.8 | 14.29% | -41.27% | +35.71% | -14.29% | -41.67% | 10:36 | 08:15 | 09:52 | 10:33 | 11:04 | 13:31 | 01:12 | 00:53 | |
Nullifier | 1 | 6.25% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 00:00 | 00:00 | |
Magic Wand | 2 | 12.50% | 2.3 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 08:12 | 06:00 | 07:05 | 08:11 | 09:17 | 10:23 | 02:11 | 01:37 |