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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 | |
Blink Dagger | 9 | 7.63% | 100.0 | 88.89% | +50.36% | +11.11% | -38.89% | 0.00% | 37:40 | 24:33 | 25:47 | 37:23 | 43:03 | 52:14 | 17:16 | 12:47 | |
Heaven's Halberd | 28 | 23.73% | 98.3 | 60.71% | +24.04% | -17.85% | +25.00% | 4.89% | 23:34 | 13:15 | 18:28 | 23:51 | 27:14 | 39:01 | 08:46 | 06:29 | |
Buckler | 62 | 52.54% | 96.6 | 53.23% | +22.87% | +28.02% | -19.90% | -5.59% | 26:11 | 15:08 | 21:44 | 26:00 | 30:18 | 39:20 | 08:34 | 06:20 | |
Assault Cuirass | 58 | 49.15% | 94.8 | 51.72% | +18.39% | +28.28% | -16.01% | -5.71% | 28:37 | 19:56 | 24:02 | 28:41 | 31:47 | 39:54 | 07:45 | 05:44 | |
Ring of Protection | 68 | 57.63% | 93.1 | 50.00% | +18.00% | -2.94% | -20.59% | -2.05% | 22:57 | -01:29 | 19:45 | 24:28 | 28:22 | 36:19 | 08:37 | 06:22 | |
Chainmail | 104 | 88.14% | 91.4 | 46.15% | +31.86% | +7.70% | -3.84% | -6.99% | 07:20 | 02:23 | 06:19 | 06:58 | 07:58 | 21:25 | 01:39 | 01:13 | |
Phase Boots | 104 | 88.14% | 89.7 | 46.15% | +31.86% | +7.70% | -3.84% | -6.59% | 08:03 | 04:54 | 06:53 | 07:43 | 08:38 | 21:45 | 01:45 | 01:17 | |
Silver Edge | 36 | 30.51% | 87.9 | 52.78% | +14.98% | +2.78% | -8.34% | -1.78% | 27:37 | 19:03 | 23:43 | 26:38 | 29:58 | 45:35 | 06:15 | 04:37 | |
Sange | 39 | 33.05% | 86.2 | 51.28% | +13.31% | -1.28% | +8.72% | 1.01% | 22:25 | 10:29 | 17:04 | 21:21 | 26:59 | 49:34 | 09:55 | 07:20 | |
Boots of Speed | 118 | 100.00% | 84.5 | 42.37% | +42.37% | +10.96% | -4.44% | -9.33% | 04:56 | -01:29 | 03:55 | 04:52 | 05:34 | 09:57 | 01:39 | 01:13 | |
Bracer | 84 | 71.19% | 82.8 | 44.05% | +5.81% | +3.57% | -10.72% | -5.87% | 03:24 | -00:06 | 01:45 | 03:12 | 04:11 | 09:10 | 02:26 | 01:48 | |
Armlet of Mordiggian | 31 | 26.27% | 81.0 | 51.61% | +12.53% | -14.11% | +23.39% | 10.37% | 09:43 | 06:19 | 07:56 | 09:23 | 11:33 | 13:33 | 03:37 | 02:40 | |
Black King Bar | 115 | 97.46% | 79.3 | 41.74% | -24.93% | +23.78% | -10.71% | -8.28% | 17:49 | 12:43 | 15:25 | 17:08 | 19:35 | 33:33 | 04:10 | 03:05 | |
Quelling Blade | 115 | 97.46% | 77.6 | 41.74% | -24.93% | +3.09% | +3.09% | 0.00% | -01:26 | -01:30 | -01:29 | -01:29 | -01:29 | 03:21 | 00:00 | 00:00 | |
Crystalys | 41 | 34.75% | 75.9 | 48.78% | +9.82% | -8.78% | +1.22% | 1.43% | 25:53 | 11:50 | 22:24 | 26:15 | 29:25 | 45:12 | 07:01 | 05:11 | |
Scythe of Vyse | 15 | 12.71% | 74.1 | 60.00% | +20.19% | +40.00% | -10.00% | -10.10% | 37:11 | 24:35 | 33:01 | 35:20 | 37:58 | 59:49 | 04:57 | 03:40 | |
Shadow Blade | 40 | 33.90% | 72.4 | 47.50% | +7.76% | +12.50% | -7.50% | -4.27% | 23:51 | 14:10 | 20:39 | 22:52 | 25:20 | 38:28 | 04:41 | 03:28 | |
Helm of Iron Will | 35 | 29.66% | 70.7 | 48.57% | +8.81% | -15.24% | +18.10% | 5.18% | 08:09 | 02:13 | 03:05 | 03:44 | 09:31 | 44:36 | 06:26 | 04:45 | |
Morbid Mask | 14 | 11.86% | 69.0 | 57.14% | +16.76% | -7.14% | +9.53% | 2.79% | 32:45 | 18:12 | 31:06 | 32:24 | 37:04 | 42:10 | 05:58 | 04:25 | |
Magic Stick | 73 | 61.86% | 67.2 | 38.36% | -10.53% | -10.58% | -16.14% | -1.01% | 04:29 | -01:29 | 01:57 | 04:54 | 07:28 | 14:01 | 05:31 | 04:05 | |
Bottle | 64 | 54.24% | 65.5 | 39.06% | -7.24% | -7.81% | -1.56% | 6.25% | 02:12 | 01:09 | 01:34 | 01:44 | 02:04 | 06:55 | 00:30 | 00:22 | |
Magic Wand | 66 | 55.93% | 63.8 | 36.36% | -13.64% | -12.83% | +1.14% | 3.38% | 08:01 | -01:29 | 06:01 | 07:39 | 10:09 | 21:53 | 04:08 | 03:03 | |
Void Stone | 37 | 31.36% | 62.1 | 40.54% | -2.67% | +3.90% | -7.21% | -0.70% | 32:52 | 12:18 | 22:52 | 33:10 | 38:43 | 56:35 | 15:51 | 11:44 | |
Satanic | 11 | 9.32% | 60.3 | 54.55% | +13.43% | -21.22% | -21.22% | 0.00% | 34:30 | 24:37 | 32:20 | 33:54 | 35:18 | 43:00 | 02:58 | 02:11 | |
Ring of Health | 17 | 14.41% | 58.6 | 47.06% | +5.48% | +2.94% | -22.06% | -1.16% | 38:05 | 13:02 | 25:18 | 38:03 | 46:53 | 56:35 | 21:35 | 15:59 | |
Soul Ring | 7 | 5.93% | 56.9 | 57.14% | +15.70% | +42.86% | -57.14% | 0.00% | 10:24 | 07:25 | 07:49 | 08:11 | 09:09 | 19:47 | 01:20 | 00:59 | |
Aghanim's Scepter | 17 | 14.41% | 55.2 | 41.18% | -1.39% | +8.82% | +8.82% | 0.00% | 36:19 | 26:04 | 31:34 | 34:16 | 40:59 | 49:28 | 09:25 | 06:58 | |
Aghanim's Shard | 24 | 20.34% | 53.4 | 29.17% | -16.57% | +4.16% | +4.16% | 0.00% | 33:17 | 20:23 | 27:20 | 31:17 | 37:25 | 51:40 | 10:05 | 07:28 | |
Linken's Sphere | 6 | 5.08% | 51.7 | 50.00% | +8.04% | 0.00% | +50.00% | 0.00% | 34:51 | 24:13 | 26:50 | 37:38 | 39:13 | 43:24 | 12:23 | 09:10 | |
Eye of Skadi | 3 | 2.54% | 50.0 | 66.67% | +24.93% | +33.33% | 0.00% | 0.00% | 33:19 | 25:41 | 25:41 | 29:17 | 44:58 | 44:58 | 19:17 | 14:17 | |
Overwhelming Blink | 3 | 2.54% | 48.3 | 66.67% | +24.93% | +33.33% | 0.00% | 0.00% | 45:41 | 40:55 | 40:55 | 45:10 | 50:59 | 50:59 | 10:04 | 07:27 | |
Wind Lace | 7 | 5.93% | 46.6 | 42.86% | +0.52% | +7.14% | +7.14% | 0.00% | 06:52 | 03:01 | 05:39 | 06:04 | 07:44 | 12:03 | 02:05 | 01:32 | |
Bloodthorn | 4 | 3.39% | 44.8 | 50.00% | +7.89% | +50.00% | -50.00% | 0.00% | 41:19 | 34:54 | 34:54 | 38:58 | 40:11 | 51:13 | 05:17 | 03:54 | |
Refresher Orb | 9 | 7.63% | 43.1 | 33.33% | -9.79% | +16.67% | -33.33% | 0.00% | 47:39 | 34:39 | 34:55 | 47:12 | 54:35 | 58:21 | 19:40 | 14:34 | |
Yasha | 9 | 7.63% | 41.4 | 33.33% | -9.79% | +16.67% | +16.67% | 0.00% | 29:38 | 19:34 | 21:27 | 25:27 | 34:40 | 49:34 | 13:13 | 09:47 | |
Sange and Yasha | 9 | 7.63% | 39.7 | 33.33% | -9.79% | +16.67% | +16.67% | 0.00% | 30:46 | 19:49 | 21:38 | 26:42 | 38:21 | 49:34 | 16:43 | 12:22 | |
Drum of Endurance | 1 | 0.85% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 | |
Moon Shard | 1 | 0.85% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 44:10 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 0.85% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 | |
Skull Basher | 1 | 0.85% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 26:56 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 0.85% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 0.85% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 0.85% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 | |
Headdress | 1 | 0.85% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 | |
Vanguard | 1 | 0.85% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 | |
Wraith Pact | 1 | 0.85% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 | |
Mage Slayer | 5 | 4.24% | 20.7 | 40.00% | -2.48% | -40.00% | -40.00% | 0.00% | 38:59 | 31:17 | 31:17 | 38:35 | 39:43 | 50:51 | 08:26 | 06:14 | |
Orchid Malevolence | 12 | 10.17% | 19.0 | 25.00% | -19.34% | -25.00% | +8.33% | 5.25% | 26:07 | 12:18 | 20:55 | 23:24 | 27:16 | 48:00 | 06:21 | 04:42 | |
Lotus Orb | 2 | 1.69% | 17.2 | 50.00% | +7.76% | +50.00% | 0.00% | 0.00% | 24:14 | 23:12 | 23:12 | 25:16 | 25:16 | 25:16 | 02:04 | 01:31 | |
Aghanim's Blessing | 2 | 1.69% | 15.5 | 50.00% | +7.76% | +50.00% | 0.00% | 0.00% | 48:38 | 47:47 | 47:47 | 49:28 | 49:28 | 49:28 | 01:41 | 01:14 | |
Nullifier | 3 | 2.54% | 13.8 | 33.33% | -9.28% | +66.67% | 0.00% | 0.00% | 41:31 | 36:14 | 36:14 | 42:01 | 46:18 | 46:18 | 10:04 | 07:27 | |
Radiance | 4 | 3.39% | 12.1 | 25.00% | -17.98% | +75.00% | -25.00% | 0.00% | 34:25 | 22:30 | 22:30 | 24:45 | 32:42 | 57:42 | 10:12 | 07:33 | |
Shiva's Guard | 4 | 3.39% | 10.3 | 25.00% | -17.98% | -25.00% | +75.00% | 0.00% | 34:40 | 31:02 | 31:02 | 35:12 | 35:46 | 36:41 | 04:44 | 03:30 | |
Aether Lens | 1 | 0.85% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 | |
Urn of Shadows | 3 | 2.54% | 6.9 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 05:08 | 03:56 | 03:56 | 03:56 | 07:33 | 07:33 | 03:37 | 02:40 | |
Aeon Disk | 1 | 0.85% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 00:00 | 00:00 | |
Spirit Vessel | 3 | 2.54% | 3.4 | 0.00% | -43.48% | 0.00% | 0.00% | 0.00% | 11:36 | 10:23 | 10:23 | 12:01 | 12:25 | 12:25 | 02:02 | 01:30 | |
Divine Rapier | 1 | 0.85% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 43:42 | 00:00 | 00:00 |