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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 | 18 | 36.00% | 100.0 | 83.33% | +52.08% | +16.67% | -8.33% | -3.15% | 24:56 | 06:53 | 21:02 | 26:18 | 28:58 | 31:50 | 07:56 | 05:52 | |
Buckler | 17 | 34.00% | 98.1 | 82.35% | +49.02% | +17.65% | -7.35% | -3.11% | 26:01 | 19:26 | 21:02 | 27:33 | 29:05 | 31:50 | 08:03 | 05:57 | |
Assault Cuirass | 18 | 36.00% | 96.2 | 77.78% | +43.40% | +22.22% | -27.78% | -7.08% | 28:10 | 21:05 | 25:01 | 28:09 | 32:05 | 38:05 | 07:04 | 05:14 | |
Ring of Health | 7 | 14.00% | 94.2 | 85.71% | +41.52% | +14.29% | -35.71% | -5.45% | 32:41 | 02:11 | 25:50 | 32:18 | 35:00 | 55:54 | 09:10 | 06:47 | |
Aghanim's Scepter | 14 | 28.00% | 92.3 | 71.43% | +29.76% | -21.43% | -4.76% | 1.45% | 35:25 | 21:13 | 30:11 | 32:42 | 41:40 | 50:21 | 11:29 | 08:30 | |
Refresher Orb | 4 | 8.00% | 90.4 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 40:48 | 32:59 | 32:59 | 35:29 | 38:47 | 55:55 | 05:48 | 04:17 | |
Scythe of Vyse | 16 | 32.00% | 88.5 | 68.75% | +27.57% | +31.25% | +6.25% | -2.77% | 38:04 | 27:55 | 32:25 | 35:41 | 41:27 | 56:06 | 09:02 | 06:41 | |
Void Stone | 23 | 46.00% | 86.5 | 60.87% | +20.13% | -27.54% | +5.80% | 2.51% | 29:17 | 08:31 | 21:45 | 32:18 | 35:02 | 45:33 | 13:17 | 09:50 | |
Black King Bar | 49 | 98.00% | 84.6 | 51.02% | +51.02% | +23.98% | -1.02% | -4.42% | 18:27 | 13:20 | 14:59 | 17:27 | 20:38 | 33:52 | 05:39 | 04:11 | |
Phase Boots | 50 | 100.00% | 82.7 | 50.00% | +50.00% | +19.23% | -8.33% | -17.41% | 07:27 | 05:20 | 06:37 | 07:08 | 08:12 | 12:50 | 01:35 | 01:10 | |
Chainmail | 50 | 100.00% | 80.8 | 50.00% | +50.00% | +11.54% | -8.33% | -11.35% | 06:50 | 04:50 | 05:55 | 06:30 | 07:40 | 12:21 | 01:45 | 01:17 | |
Quelling Blade | 50 | 100.00% | 78.8 | 50.00% | +50.00% | -11.54% | 0.00% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 01:41 | 00:00 | 00:00 | |
Boots of Speed | 50 | 100.00% | 76.9 | 50.00% | +50.00% | +19.23% | -16.67% | -17.10% | 04:25 | -01:29 | 03:25 | 04:36 | 05:31 | 09:42 | 02:06 | 01:33 | |
Aghanim's Shard | 34 | 68.00% | 75.0 | 52.94% | +9.19% | +13.73% | -2.94% | -2.34% | 21:18 | 15:00 | 16:33 | 20:30 | 23:40 | 49:58 | 07:07 | 05:16 | |
Aghanim's Blessing | 3 | 6.00% | 73.1 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 54:49 | 50:21 | 50:21 | 56:11 | 57:56 | 57:56 | 07:35 | 05:37 | |
Magic Wand | 40 | 80.00% | 71.2 | 47.50% | -12.50% | +12.50% | -7.50% | -4.26% | 07:37 | -01:29 | 04:45 | 07:48 | 09:27 | 18:01 | 04:42 | 03:28 | |
Bracer | 37 | 74.00% | 69.2 | 45.95% | -15.59% | +9.61% | -1.51% | -6.35% | 02:36 | 01:02 | 01:33 | 01:48 | 03:18 | 07:28 | 01:45 | 01:17 | |
Shadow Blade | 12 | 24.00% | 67.3 | 58.33% | +10.96% | +8.34% | -25.00% | -2.35% | 27:54 | 11:55 | 20:50 | 25:12 | 35:01 | 39:39 | 14:11 | 10:30 | |
Magic Stick | 39 | 78.00% | 65.4 | 43.59% | -29.14% | +6.41% | -23.59% | -8.22% | 06:35 | -00:55 | 04:10 | 06:56 | 07:49 | 16:14 | 03:39 | 02:42 | |
Bottle | 30 | 60.00% | 63.5 | 43.33% | -16.67% | -5.83% | +28.10% | 27.89% | 02:21 | 01:16 | 01:37 | 01:45 | 02:50 | 05:44 | 01:13 | 00:54 | |
Blink Dagger | 9 | 18.00% | 61.5 | 55.56% | +6.78% | -5.56% | -5.56% | 0.00% | 34:52 | 22:00 | 24:58 | 31:57 | 42:03 | 46:59 | 17:05 | 12:39 | |
Linken's Sphere | 2 | 4.00% | 59.6 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 30:35 | 26:08 | 26:08 | 35:02 | 35:02 | 35:02 | 08:54 | 06:35 | |
Heaven's Halberd | 10 | 20.00% | 57.7 | 50.00% | 0.00% | +50.00% | -50.00% | -17.54% | 26:20 | 18:05 | 23:34 | 24:32 | 29:16 | 41:06 | 05:42 | 04:13 | |
Sange | 11 | 22.00% | 55.8 | 45.45% | -5.83% | +54.55% | -45.45% | -17.39% | 24:17 | 16:28 | 20:49 | 22:17 | 26:34 | 39:10 | 05:45 | 04:15 | |
Silver Edge | 8 | 16.00% | 53.8 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 24:44 | 25:52 | 37:09 | 42:02 | 44:34 | 16:10 | 11:58 | |
Blade Mail | 10 | 20.00% | 51.9 | 40.00% | -12.50% | -6.67% | -40.00% | -15.62% | 11:48 | 10:11 | 10:21 | 11:17 | 12:29 | 14:17 | 02:08 | 01:34 | |
Overwhelming Blink | 3 | 6.00% | 50.0 | 66.67% | +17.73% | +33.33% | 0.00% | 0.00% | 42:14 | 36:56 | 36:56 | 42:15 | 47:31 | 47:31 | 10:35 | 07:50 | |
Crystalys | 11 | 22.00% | 48.1 | 36.36% | -17.49% | -3.03% | +30.31% | 2.78% | 34:46 | 22:26 | 28:24 | 36:56 | 40:23 | 44:18 | 11:59 | 08:52 | |
Radiance | 8 | 16.00% | 46.2 | 37.50% | -14.88% | +12.50% | +62.50% | 5.27% | 24:35 | 14:52 | 18:58 | 23:31 | 28:27 | 34:12 | 09:29 | 07:01 | |
Spirit Vessel | 1 | 2.00% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 | |
Meteor Hammer | 1 | 2.00% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 08:41 | 00:00 | 00:00 | |
Crown | 1 | 2.00% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:05 | 05:05 | 05:05 | 05:05 | 05:05 | 05:05 | 00:00 | 00:00 | |
Echo Sabre | 1 | 2.00% | 38.5 | 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 | |
Urn of Shadows | 1 | 2.00% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 | |
Wind Lace | 1 | 2.00% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 2.00% | 32.7 | 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 | |
Boots of Travel | 5 | 10.00% | 30.8 | 40.00% | -11.11% | +60.00% | -40.00% | 0.00% | 41:30 | 33:36 | 33:36 | 42:59 | 47:24 | 48:27 | 13:48 | 10:13 | |
Shiva's Guard | 2 | 4.00% | 28.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 40:30 | 35:53 | 35:53 | 45:06 | 45:06 | 45:06 | 09:13 | 06:49 | |
Helm of Iron Will | 3 | 6.00% | 26.9 | 33.33% | -17.73% | +66.67% | 0.00% | 0.00% | 08:43 | 08:20 | 08:20 | 08:23 | 09:26 | 09:26 | 01:06 | 00:48 | |
Armlet of Mordiggian | 3 | 6.00% | 25.0 | 33.33% | -17.73% | -33.33% | 0.00% | 0.00% | 11:18 | 11:03 | 11:03 | 11:16 | 11:35 | 11:35 | 00:32 | 00:23 | |
Orchid Malevolence | 5 | 10.00% | 23.1 | 20.00% | -33.33% | -20.00% | -20.00% | 0.00% | 16:56 | 13:05 | 13:05 | 15:23 | 20:10 | 21:56 | 07:05 | 05:14 | |
Abyssal Blade | 1 | 2.00% | 21.2 | 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 | |
Moon Shard | 1 | 2.00% | 19.2 | 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 | |
Satanic | 1 | 2.00% | 17.3 | 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 | |
Bloodthorn | 1 | 2.00% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 2.00% | 13.5 | 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 | |
Morbid Mask | 1 | 2.00% | 11.5 | 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 | |
Skull Basher | 2 | 4.00% | 9.6 | 0.00% | -52.08% | 0.00% | 0.00% | 0.00% | 41:36 | 35:43 | 35:43 | 47:28 | 47:28 | 47:28 | 11:45 | 08:42 | |
Daedalus | 3 | 6.00% | 7.7 | 0.00% | -53.19% | 0.00% | 0.00% | 0.00% | 37:33 | 32:51 | 32:51 | 39:03 | 40:46 | 40:46 | 07:55 | 05:51 | |
Mage Slayer | 1 | 2.00% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 27:27 | 00:00 | 00:00 | |
Vanguard | 1 | 2.00% | 3.8 | 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 | |
Yasha | 1 | 2.00% | 1.9 | 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 |