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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 | |
Ring of Protection | 8 | 50.00% | 100.0 | 87.50% | +50.00% | +12.50% | -37.50% | -5.78% | 24:35 | 19:21 | 19:26 | 21:02 | 28:05 | 31:50 | 08:39 | 06:24 | |
Assault Cuirass | 8 | 50.00% | 97.6 | 87.50% | +50.00% | +12.50% | +12.50% | 0.00% | 25:46 | 21:05 | 21:18 | 22:00 | 29:27 | 32:55 | 08:09 | 06:02 | |
Buckler | 8 | 50.00% | 95.2 | 87.50% | +50.00% | +12.50% | -37.50% | -5.88% | 24:38 | 19:26 | 19:35 | 21:02 | 28:05 | 31:50 | 08:30 | 06:17 | |
Scythe of Vyse | 9 | 56.25% | 92.9 | 77.78% | +34.92% | +22.22% | +22.22% | 0.00% | 35:15 | 27:55 | 28:04 | 32:38 | 37:22 | 56:06 | 09:18 | 06:53 | |
Void Stone | 9 | 56.25% | 90.5 | 77.78% | +34.92% | +22.22% | +22.22% | 0.00% | 32:28 | 27:50 | 27:55 | 32:25 | 33:03 | 38:56 | 05:08 | 03:48 | |
Aghanim's Blessing | 3 | 18.75% | 88.1 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 54:49 | 50:21 | 50:21 | 56:11 | 57:56 | 57:56 | 07:35 | 05:37 | |
Quelling Blade | 16 | 100.00% | 85.7 | 62.50% | +62.50% | -37.50% | -12.50% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Boots of Speed | 16 | 100.00% | 83.3 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 04:30 | 02:43 | 03:05 | 04:38 | 05:05 | 06:31 | 02:00 | 01:28 | |
Chainmail | 16 | 100.00% | 81.0 | 62.50% | +62.50% | +12.50% | -37.50% | -46.15% | 06:41 | 04:50 | 06:02 | 06:21 | 07:07 | 09:24 | 01:05 | 00:48 | |
Black King Bar | 16 | 100.00% | 78.6 | 62.50% | +62.50% | +37.50% | -12.50% | -12.30% | 17:38 | 13:50 | 14:28 | 17:26 | 18:32 | 24:48 | 04:04 | 03:00 | |
Phase Boots | 16 | 100.00% | 76.2 | 62.50% | +62.50% | +12.50% | -37.50% | -32.26% | 07:26 | 05:20 | 06:38 | 07:04 | 08:11 | 09:46 | 01:33 | 01:08 | |
Bracer | 14 | 87.50% | 73.8 | 64.29% | +14.29% | +10.71% | +2.38% | -8.33% | 01:39 | 01:07 | 01:30 | 01:36 | 01:46 | 02:09 | 00:16 | 00:11 | |
Blink Dagger | 5 | 31.25% | 71.4 | 80.00% | +25.45% | +20.00% | -80.00% | -7.07% | 39:07 | 31:24 | 31:24 | 39:42 | 45:33 | 46:59 | 14:09 | 10:28 | |
Shadow Blade | 7 | 43.75% | 69.0 | 71.43% | +15.87% | -21.43% | -21.43% | 0.00% | 29:07 | 12:49 | 20:50 | 31:55 | 35:01 | 39:39 | 14:11 | 10:30 | |
Aghanim's Shard | 8 | 50.00% | 66.7 | 62.50% | 0.00% | -12.50% | +37.50% | 35.29% | 26:36 | 21:09 | 21:58 | 22:37 | 23:23 | 49:58 | 01:25 | 01:02 | |
Aghanim's Scepter | 6 | 37.50% | 64.3 | 66.67% | +6.67% | -16.67% | +33.33% | 2.63% | 39:39 | 27:31 | 30:11 | 38:02 | 49:10 | 50:21 | 18:59 | 14:03 | |
Refresher Orb | 2 | 12.50% | 61.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 44:27 | 32:59 | 32:59 | 55:55 | 55:55 | 55:55 | 22:56 | 16:59 | |
Magic Wand | 12 | 75.00% | 59.5 | 50.00% | -50.00% | +16.67% | +16.67% | 0.00% | 06:19 | -01:29 | 04:01 | 07:21 | 08:01 | 12:05 | 04:00 | 02:57 | |
Magic Stick | 11 | 68.75% | 57.1 | 45.45% | -54.55% | -12.12% | +21.22% | 10.42% | 06:16 | 02:40 | 04:05 | 06:49 | 07:17 | 11:39 | 03:12 | 02:22 | |
Bottle | 5 | 31.25% | 54.8 | 60.00% | -3.64% | -60.00% | +40.00% | 25.00% | 04:00 | 01:40 | 01:40 | 03:31 | 05:40 | 05:44 | 04:00 | 02:57 | |
Ring of Health | 3 | 18.75% | 52.4 | 66.67% | +5.13% | +33.33% | 0.00% | 0.00% | 44:29 | 31:39 | 31:39 | 45:54 | 55:54 | 55:54 | 24:15 | 17:57 | |
Radiance | 4 | 25.00% | 50.0 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 24:01 | 14:52 | 14:52 | 19:24 | 27:36 | 34:12 | 12:44 | 09:25 | |
Silver Edge | 4 | 25.00% | 47.6 | 50.00% | -16.67% | -50.00% | +50.00% | 6.70% | 35:54 | 24:44 | 24:44 | 37:09 | 39:40 | 42:02 | 14:56 | 11:03 | |
Crystalys | 4 | 25.00% | 45.2 | 50.00% | -16.67% | -50.00% | +50.00% | 6.63% | 35:44 | 24:35 | 24:35 | 36:56 | 39:40 | 41:43 | 15:05 | 11:10 | |
Overwhelming Blink | 1 | 6.25% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 | |
Echo Sabre | 1 | 6.25% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:58 | 10:58 | 10:58 | 10:58 | 10:58 | 10:58 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 6.25% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 6.25% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 | |
Sange | 2 | 12.50% | 33.3 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 23:20 | 16:28 | 16:28 | 30:11 | 30:11 | 30:11 | 13:43 | 10:09 | |
Shiva's Guard | 2 | 12.50% | 31.0 | 50.00% | -14.29% | -50.00% | 0.00% | 0.00% | 40:30 | 35:53 | 35:53 | 45:06 | 45:06 | 45:06 | 09:13 | 06:49 | |
Boots of Travel | 2 | 12.50% | 28.6 | 50.00% | -14.29% | +50.00% | 0.00% | 0.00% | 39:01 | 35:02 | 35:02 | 42:59 | 42:59 | 42:59 | 07:57 | 05:53 | |
Satanic | 1 | 6.25% | 26.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 6.25% | 23.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 | |
Yasha | 1 | 6.25% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 6.25% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 47:52 | 00:00 | 00:00 | |
Armlet of Mordiggian | 2 | 12.50% | 16.7 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 11:10 | 11:03 | 11:03 | 11:16 | 11:16 | 11:16 | 00:13 | 00:09 | |
Moon Shard | 1 | 6.25% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 00:00 | 00:00 | |
Skull Basher | 1 | 6.25% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:28 | 47:28 | 47:28 | 47:28 | 47:28 | 47:28 | 00:00 | 00:00 | |
Daedalus | 1 | 6.25% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 00:00 | 00:00 | |
Helm of Iron Will | 2 | 12.50% | 7.1 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 08:55 | 08:23 | 08:23 | 09:26 | 09:26 | 09:26 | 01:03 | 00:46 | |
Vanguard | 1 | 6.25% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 00:00 | 00:00 | |
Morbid Mask | 1 | 6.25% | 2.4 | 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 |