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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 | |
Bloodthorn | 21 | 18.26% | 100.0 | 85.71% | +48.48% | +14.29% | -5.71% | -3.60% | 34:15 | 26:48 | 31:16 | 33:37 | 36:49 | 50:32 | 05:33 | 04:06 | |
Heart of Tarrasque | 12 | 10.43% | 98.3 | 91.67% | +50.89% | -25.00% | +8.33% | 6.45% | 26:38 | 20:17 | 22:57 | 24:27 | 28:07 | 35:18 | 05:10 | 03:49 | |
Orchid Malevolence | 26 | 22.61% | 96.6 | 76.92% | +39.84% | -34.06% | +6.41% | 4.54% | 31:21 | 16:15 | 26:35 | 28:50 | 35:30 | 50:32 | 08:55 | 06:36 | |
Overwhelming Blink | 10 | 8.70% | 94.8 | 90.00% | +48.10% | +10.00% | +10.00% | 0.00% | 37:34 | 31:58 | 35:22 | 37:47 | 40:02 | 41:28 | 04:40 | 03:27 | |
Void Stone | 34 | 29.57% | 93.1 | 70.59% | +34.79% | -37.26% | -8.09% | 3.27% | 32:01 | 15:58 | 26:35 | 31:16 | 35:30 | 50:29 | 08:55 | 06:36 | |
Mage Slayer | 37 | 32.17% | 91.4 | 67.57% | +31.67% | +32.43% | -12.01% | -5.26% | 26:51 | 18:34 | 22:03 | 25:00 | 30:30 | 49:50 | 08:27 | 06:15 | |
Buckler | 19 | 16.52% | 89.7 | 73.68% | +33.05% | +26.32% | +6.32% | -3.83% | 32:23 | 22:26 | 28:58 | 31:40 | 34:11 | 44:28 | 05:13 | 03:51 | |
Eye of Skadi | 16 | 13.91% | 87.9 | 75.00% | +33.59% | +25.00% | 0.00% | -3.55% | 33:45 | 23:47 | 27:15 | 30:54 | 34:18 | 56:31 | 07:03 | 05:13 | |
Assault Cuirass | 18 | 15.65% | 86.2 | 72.22% | +30.98% | +27.78% | +2.78% | -4.63% | 33:38 | 24:17 | 29:55 | 33:12 | 35:19 | 44:36 | 05:24 | 04:00 | |
Ring of Protection | 24 | 20.87% | 84.5 | 66.67% | +26.01% | -16.67% | +16.66% | 2.93% | 26:51 | 03:09 | 22:25 | 29:31 | 33:47 | 44:28 | 11:22 | 08:25 | |
Echo Sabre | 78 | 67.83% | 82.8 | 55.13% | +28.10% | +9.87% | -7.76% | -10.17% | 15:44 | 12:14 | 14:42 | 15:30 | 16:26 | 24:07 | 01:44 | 01:17 | |
Black King Bar | 100 | 86.96% | 81.0 | 49.00% | +22.33% | +23.00% | -21.00% | -11.58% | 22:15 | 16:50 | 19:34 | 21:18 | 23:22 | 42:32 | 03:48 | 02:48 | |
Armlet of Mordiggian | 107 | 93.04% | 79.3 | 47.66% | +22.66% | +0.49% | -10.62% | -7.02% | 12:02 | 07:58 | 11:09 | 11:50 | 12:44 | 18:06 | 01:35 | 01:10 | |
Blink Dagger | 84 | 73.04% | 77.6 | 48.81% | +10.10% | +3.57% | +3.57% | 0.00% | 22:18 | 12:12 | 18:39 | 22:27 | 24:57 | 32:19 | 06:18 | 04:40 | |
Helm of Iron Will | 108 | 93.91% | 75.9 | 47.22% | +18.65% | +8.34% | -6.48% | -7.23% | 10:37 | 02:57 | 09:13 | 10:19 | 11:16 | 30:51 | 02:03 | 01:31 | |
Magic Wand | 99 | 86.09% | 74.1 | 47.47% | +9.97% | -7.47% | +12.53% | 3.46% | 03:46 | -01:29 | -01:29 | 02:16 | 07:16 | 18:43 | 08:45 | 06:28 | |
Power Treads | 114 | 99.13% | 72.4 | 46.49% | +46.49% | -5.11% | +3.51% | 4.88% | 06:30 | 03:05 | 05:31 | 06:03 | 07:17 | 11:58 | 01:46 | 01:18 | |
Quelling Blade | 90 | 78.26% | 70.7 | 47.78% | +7.78% | -4.30% | -6.87% | 0.00% | -01:21 | -01:30 | -01:29 | -01:29 | -01:29 | 05:26 | 00:00 | 00:00 | |
Boots of Speed | 115 | 100.00% | 69.0 | 46.09% | +46.09% | +2.19% | -11.61% | -5.52% | 04:09 | 00:49 | 02:45 | 03:51 | 05:15 | 10:04 | 02:30 | 01:51 | |
Bracer | 44 | 38.26% | 67.2 | 50.00% | +6.34% | +13.64% | -22.73% | -28.71% | 02:22 | 00:07 | 01:34 | 02:11 | 02:50 | 09:11 | 01:16 | 00:56 | |
Magic Stick | 79 | 68.70% | 65.5 | 44.30% | -5.70% | -9.30% | -4.30% | 5.00% | 00:51 | -01:30 | -01:29 | -01:29 | 01:30 | 16:32 | 02:59 | 02:12 | |
Aghanim's Shard | 48 | 41.74% | 63.8 | 41.67% | -7.58% | +25.00% | -25.00% | -6.45% | 29:54 | 16:31 | 26:09 | 29:00 | 33:54 | 45:56 | 07:45 | 05:44 | |
Ring of Health | 6 | 5.22% | 62.1 | 66.67% | +21.72% | +33.33% | -66.67% | 0.00% | 41:07 | 31:00 | 33:15 | 38:17 | 48:49 | 50:28 | 15:34 | 11:31 | |
Arcane Blink | 2 | 1.74% | 60.3 | 100.00% | +54.87% | 0.00% | 0.00% | 0.00% | 35:13 | 29:49 | 29:49 | 40:36 | 40:36 | 40:36 | 10:47 | 07:59 | |
Wind Lace | 14 | 12.17% | 58.6 | 42.86% | -3.67% | -17.86% | +23.81% | 10.12% | 08:44 | 02:52 | 06:45 | 07:30 | 10:52 | 17:50 | 04:07 | 03:02 | |
Blight Stone | 8 | 6.96% | 56.9 | 50.00% | +4.21% | 0.00% | -50.00% | -33.71% | 03:52 | -01:29 | 01:04 | 01:42 | 02:33 | 18:06 | 01:29 | 01:05 | |
Orb of Corrosion | 5 | 4.35% | 55.2 | 60.00% | +14.55% | -60.00% | +40.00% | 0.00% | 04:33 | 02:39 | 02:39 | 04:51 | 05:08 | 05:25 | 02:29 | 01:50 | |
Fluffy Hat | 5 | 4.35% | 53.4 | 60.00% | +14.55% | -60.00% | +40.00% | 0.00% | 03:42 | 02:33 | 02:33 | 03:58 | 04:01 | 04:19 | 01:28 | 01:05 | |
Skull Basher | 5 | 4.35% | 51.7 | 60.00% | +14.55% | +40.00% | -60.00% | 0.00% | 32:02 | 25:11 | 25:11 | 34:35 | 35:15 | 37:41 | 10:04 | 07:27 | |
Shadow Blade | 17 | 14.78% | 50.0 | 35.29% | -12.67% | +14.71% | +14.71% | 0.00% | 28:00 | 19:20 | 22:20 | 28:31 | 30:15 | 53:06 | 07:55 | 05:51 | |
Silver Edge | 9 | 7.83% | 48.3 | 44.44% | -1.79% | +5.56% | +5.56% | 0.00% | 33:32 | 26:39 | 29:52 | 31:41 | 35:11 | 42:22 | 05:19 | 03:56 | |
Crystalys | 9 | 7.83% | 46.6 | 44.44% | -1.79% | +5.56% | +5.56% | 0.00% | 33:16 | 26:39 | 29:23 | 31:17 | 35:03 | 42:19 | 05:40 | 04:11 | |
Orb of Venom | 6 | 5.22% | 44.8 | 50.00% | +4.13% | 0.00% | +50.00% | 0.00% | 02:02 | 00:27 | 01:21 | 01:45 | 02:53 | 03:13 | 01:32 | 01:08 | |
Linken's Sphere | 3 | 2.61% | 43.1 | 66.67% | +21.13% | +33.33% | 0.00% | 0.00% | 38:21 | 31:00 | 31:00 | 33:16 | 50:46 | 50:46 | 19:46 | 14:38 | |
Hand of Midas | 7 | 6.09% | 41.4 | 42.86% | -3.44% | +57.14% | -42.86% | -31.09% | 12:23 | 09:07 | 09:34 | 12:12 | 12:47 | 16:35 | 03:13 | 02:22 | |
Morbid Mask | 4 | 3.48% | 39.7 | 50.00% | +4.05% | +50.00% | +50.00% | 0.00% | 33:47 | 23:06 | 23:06 | 33:08 | 35:29 | 43:23 | 12:23 | 09:10 | |
Yasha | 4 | 3.48% | 37.9 | 50.00% | +4.05% | -50.00% | -50.00% | 0.00% | 29:35 | 21:12 | 21:12 | 24:41 | 31:02 | 41:24 | 09:50 | 07:17 | |
Dragon Lance | 1 | 0.87% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 | |
Octarine Core | 1 | 0.87% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 00:00 | 00:00 | |
Vanguard | 1 | 0.87% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 0.87% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 | |
Manta Style | 1 | 0.87% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 | |
Soul Ring | 5 | 4.35% | 27.6 | 40.00% | -6.36% | -40.00% | -40.00% | 0.00% | 06:53 | 04:31 | 04:31 | 06:51 | 08:43 | 09:13 | 04:12 | 03:06 | |
Refresher Orb | 2 | 1.74% | 25.9 | 50.00% | +3.98% | -50.00% | 0.00% | 0.00% | 47:01 | 45:05 | 45:05 | 48:57 | 48:57 | 48:57 | 03:52 | 02:51 | |
Butterfly | 2 | 1.74% | 24.1 | 50.00% | +3.98% | -50.00% | 0.00% | 0.00% | 36:05 | 27:26 | 27:26 | 44:43 | 44:43 | 44:43 | 17:17 | 12:48 | |
Aghanim's Scepter | 2 | 1.74% | 22.4 | 50.00% | +3.98% | -50.00% | 0.00% | 0.00% | 43:32 | 35:30 | 35:30 | 51:34 | 51:34 | 51:34 | 16:04 | 11:54 | |
Aether Lens | 3 | 2.61% | 20.7 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 27:13 | 21:06 | 21:06 | 25:05 | 35:27 | 35:27 | 14:21 | 10:37 | |
Satanic | 3 | 2.61% | 19.0 | 33.33% | -13.10% | +66.67% | 0.00% | 0.00% | 31:39 | 25:02 | 25:02 | 33:29 | 36:25 | 36:25 | 11:23 | 08:25 | |
Sange and Yasha | 3 | 2.61% | 17.2 | 33.33% | -13.10% | -33.33% | 0.00% | 0.00% | 29:22 | 21:32 | 21:32 | 25:09 | 41:24 | 41:24 | 19:52 | 14:42 | |
Sange | 5 | 4.35% | 15.5 | 20.00% | -27.27% | -20.00% | -20.00% | 0.00% | 24:02 | 14:33 | 14:33 | 22:18 | 22:58 | 41:23 | 08:25 | 06:14 | |
Swift Blink | 1 | 0.87% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 | |
Javelin | 2 | 1.74% | 12.1 | 0.00% | -46.90% | 0.00% | 0.00% | 0.00% | 49:24 | 44:35 | 44:35 | 54:12 | 54:12 | 54:12 | 09:37 | 07:07 | |
Monkey King Bar | 1 | 0.87% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 | |
Heaven's Halberd | 2 | 1.74% | 8.6 | 0.00% | -46.90% | 0.00% | 0.00% | 0.00% | 26:00 | 25:00 | 25:00 | 27:00 | 27:00 | 27:00 | 02:00 | 01:28 | |
Maelstrom | 1 | 0.87% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 | |
Arcane Boots | 1 | 0.87% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 | |
Nullifier | 1 | 0.87% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 | |
Mjollnir | 1 | 0.87% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 |