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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 | |
 | Butterfly | 45 | 34.09% | 100.0 | 73.33% | +40.00% | -0.60% | +8.49% | 0.83% | 33:49 | 23:04 | 27:17 | 30:52 | 38:18 | 57:49 | 11:01 | 08:09 |
 | Mage Slayer | 7 | 5.30% | 98.4 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 41:35 | 31:54 | 35:45 | 39:39 | 44:11 | 56:24 | 08:26 | 06:14 |
 | Bloodthorn | 7 | 5.30% | 96.8 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 43:05 | 37:19 | 38:11 | 42:21 | 44:42 | 52:41 | 06:31 | 04:49 |
 | Eye of Skadi | 43 | 32.58% | 95.2 | 69.77% | +33.81% | -15.22% | +2.96% | 1.96% | 33:30 | 22:48 | 28:06 | 33:05 | 37:22 | 52:56 | 09:16 | 06:51 |
 | Abyssal Blade | 72 | 54.55% | 93.5 | 65.28% | +40.28% | +29.16% | -15.28% | -7.55% | 31:48 | 22:17 | 28:07 | 30:48 | 34:00 | 45:40 | 05:53 | 04:21 |
 | Skull Basher | 76 | 57.58% | 91.9 | 63.16% | +38.16% | +10.52% | -5.27% | -2.30% | 29:00 | 20:45 | 24:51 | 27:07 | 31:43 | 43:59 | 06:52 | 05:05 |
 | Orchid Malevolence | 6 | 4.55% | 90.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 40:17 | 36:02 | 37:19 | 38:50 | 44:42 | 44:47 | 07:23 | 05:28 |
 | Vanguard | 100 | 75.76% | 88.7 | 55.00% | +33.12% | -11.00% | -3.00% | 0.38% | 14:47 | 04:01 | 06:02 | 07:29 | 27:02 | 45:25 | 21:00 | 15:33 |
 | Ring of Health | 118 | 89.39% | 87.1 | 50.85% | +36.56% | -14.18% | +4.32% | 10.57% | 07:31 | 01:22 | 02:47 | 03:21 | 04:32 | 45:24 | 01:45 | 01:17 |
 | Manta Style | 114 | 86.36% | 85.5 | 50.88% | +28.66% | +4.29% | -18.74% | -8.80% | 21:53 | 17:39 | 20:29 | 21:26 | 23:06 | 30:35 | 02:37 | 01:56 |
 | Yasha | 121 | 91.67% | 83.9 | 49.59% | +31.41% | +10.41% | -16.26% | -8.29% | 19:04 | 13:44 | 17:16 | 18:39 | 20:29 | 30:32 | 03:13 | 02:22 |
 | Black King Bar | 45 | 34.09% | 82.3 | 55.56% | +13.03% | +8.08% | +8.08% | 0.00% | 34:36 | 24:22 | 30:46 | 33:32 | 36:57 | 49:29 | 06:11 | 04:34 |
 | Quelling Blade | 124 | 93.94% | 80.6 | 47.58% | +10.08% | -2.42% | +10.48% | 0.00% | -01:13 | -01:30 | -01:29 | -01:29 | -01:29 | 11:47 | 00:00 | 00:00 |
 | Power Treads | 132 | 100.00% | 79.0 | 46.97% | +46.97% | +1.51% | -1.52% | -1.02% | 09:53 | 04:26 | 08:05 | 09:48 | 11:03 | 27:44 | 02:58 | 02:11 |
 | Boots of Speed | 132 | 100.00% | 77.4 | 46.97% | +46.97% | -4.55% | -4.55% | 0.00% | 07:23 | 01:53 | 05:20 | 07:23 | 08:54 | 17:06 | 03:34 | 02:38 |
 | Void Stone | 58 | 43.94% | 75.8 | 51.72% | +8.48% | +8.28% | -16.01% | -7.75% | 14:29 | 09:06 | 12:55 | 14:29 | 16:03 | 29:39 | 03:08 | 02:19 |
 | Aghanim's Scepter | 19 | 14.39% | 74.2 | 63.16% | +18.91% | -3.16% | +16.84% | 2.46% | 34:08 | 24:11 | 26:41 | 29:51 | 34:48 | 1:02:23 | 08:07 | 06:00 |
 | Magic Wand | 60 | 45.45% | 72.6 | 50.00% | +5.56% | +3.33% | -3.33% | -0.64% | 11:35 | -01:29 | 06:41 | 11:03 | 17:02 | 25:37 | 10:21 | 07:40 |
 | Magic Stick | 87 | 65.91% | 71.0 | 47.13% | +0.46% | +16.51% | +2.87% | -6.94% | 01:59 | -01:29 | -01:29 | -01:29 | 03:27 | 20:40 | 04:56 | 03:39 |
 | Wraith Band | 68 | 51.52% | 69.4 | 48.53% | +3.22% | -7.35% | +16.18% | 4.02% | 06:32 | -01:29 | 01:49 | 02:29 | 07:40 | 34:11 | 05:51 | 04:20 |
 | Battle Fury | 102 | 77.27% | 67.7 | 45.10% | -8.23% | +12.59% | -25.10% | -14.22% | 15:26 | 11:34 | 13:56 | 15:19 | 16:35 | 20:38 | 02:39 | 01:57 |
 | Linken's Sphere | 16 | 12.12% | 66.1 | 62.50% | +17.67% | -12.50% | +12.50% | 3.82% | 32:52 | 24:20 | 27:27 | 31:39 | 34:00 | 49:35 | 06:33 | 04:51 |
 | Diffusal Blade | 12 | 9.09% | 64.5 | 66.67% | +21.67% | +33.33% | -33.34% | -9.03% | 18:41 | 10:11 | 13:16 | 15:25 | 20:39 | 32:20 | 07:23 | 05:28 |
 | Cornucopia | 49 | 37.12% | 62.9 | 42.86% | -6.54% | -1.19% | +15.47% | 2.05% | 12:05 | 03:04 | 06:18 | 11:04 | 14:26 | 38:50 | 08:08 | 06:01 |
 | Aghanim's Blessing | 3 | 2.27% | 61.3 | 100.00% | +54.26% | 0.00% | 0.00% | 0.00% | 57:39 | 47:19 | 47:19 | 1:02:23 | 1:03:15 | 1:03:15 | 15:56 | 11:48 |
 | Javelin | 12 | 9.09% | 59.7 | 58.33% | +12.50% | +8.34% | +8.34% | 0.00% | 41:31 | 35:22 | 36:37 | 38:53 | 42:59 | 54:30 | 06:22 | 04:42 |
 | Monkey King Bar | 11 | 8.33% | 58.1 | 54.55% | +8.27% | +45.45% | +12.12% | -6.58% | 41:34 | 36:16 | 38:06 | 40:44 | 43:10 | 48:50 | 05:04 | 03:45 |
 | Radiance | 10 | 7.58% | 56.5 | 50.00% | +3.28% | +16.67% | -50.00% | -27.59% | 19:10 | 16:54 | 17:21 | 18:43 | 19:46 | 24:14 | 02:25 | 01:47 |
 | Sange | 11 | 8.33% | 54.8 | 45.45% | -1.66% | +54.55% | -12.12% | -13.61% | 23:37 | 18:38 | 19:58 | 24:10 | 24:52 | 31:41 | 04:54 | 03:37 |
 | Fluffy Hat | 6 | 4.55% | 53.2 | 50.00% | +3.17% | -50.00% | +50.00% | 0.00% | 05:06 | 01:57 | 02:32 | 02:44 | 06:00 | 14:36 | 03:28 | 02:34 |
 | Orb of Corrosion | 6 | 4.55% | 51.6 | 50.00% | +3.17% | -50.00% | +50.00% | 0.00% | 05:48 | 02:39 | 03:16 | 03:38 | 06:39 | 14:36 | 03:23 | 02:30 |
 | Heaven's Halberd | 10 | 7.58% | 50.0 | 40.00% | -7.54% | +26.67% | +10.00% | -6.06% | 26:28 | 22:42 | 25:04 | 25:51 | 27:49 | 32:46 | 02:45 | 02:02 |
 | Sange and Yasha | 3 | 2.27% | 48.4 | 66.67% | +20.16% | +33.33% | 0.00% | 0.00% | 20:56 | 18:57 | 18:57 | 19:58 | 23:53 | 23:53 | 04:56 | 03:39 |
 | Blight Stone | 7 | 5.30% | 46.8 | 42.86% | -4.34% | -42.86% | +7.14% | 14.42% | 06:34 | 01:57 | 02:32 | 02:48 | 06:00 | 15:28 | 03:28 | 02:34 |
 | Aghanim's Shard | 4 | 3.03% | 45.2 | 50.00% | +3.12% | +50.00% | +50.00% | 0.00% | 41:24 | 28:08 | 28:08 | 30:41 | 51:20 | 55:26 | 23:12 | 17:11 |
 | Buckler | 4 | 3.03% | 43.5 | 50.00% | +3.12% | +50.00% | -50.00% | 0.00% | 34:46 | 32:27 | 32:27 | 34:49 | 35:20 | 36:28 | 02:53 | 02:08 |
 | Ring of Protection | 4 | 3.03% | 41.9 | 50.00% | +3.12% | +50.00% | -50.00% | 0.00% | 34:11 | 32:27 | 32:27 | 33:01 | 34:49 | 36:28 | 02:22 | 01:45 |
 | Moon Shard | 4 | 3.03% | 40.3 | 50.00% | +3.12% | -50.00% | +50.00% | 0.00% | 42:34 | 25:24 | 25:24 | 40:03 | 51:42 | 53:08 | 26:18 | 19:28 |
 | Assault Cuirass | 4 | 3.03% | 38.7 | 50.00% | +3.12% | +50.00% | -50.00% | 0.00% | 35:49 | 32:30 | 32:30 | 35:29 | 37:31 | 37:46 | 05:01 | 03:42 |
 | Boots of Travel 2 | 1 | 0.76% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:32 | 60:32 | 60:32 | 60:32 | 60:32 | 60:32 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.76% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.76% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 54:30 | 00:00 | 00:00 |
 | Disperser | 1 | 0.76% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 59:54 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.76% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.76% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 00:00 | 00:00 |
 | Satanic | 1 | 0.76% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.76% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.76% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 |
 | Orb of Venom | 10 | 7.58% | 22.6 | 30.00% | -18.36% | +36.67% | +20.00% | -3.51% | 02:26 | -01:29 | -01:29 | -01:29 | 06:14 | 14:36 | 07:43 | 05:42 |
 | Nullifier | 2 | 1.52% | 21.0 | 50.00% | +3.08% | -50.00% | 0.00% | 0.00% | 46:29 | 45:55 | 45:55 | 47:03 | 47:03 | 47:03 | 01:08 | 00:50 |
 | Heart of Tarrasque | 2 | 1.52% | 19.4 | 50.00% | +3.08% | -50.00% | 0.00% | 0.00% | 24:24 | 22:17 | 22:17 | 26:30 | 26:30 | 26:30 | 04:13 | 03:07 |
 | Helm of Iron Will | 4 | 3.03% | 17.7 | 25.00% | -22.66% | -25.00% | +75.00% | 0.00% | 30:54 | 15:34 | 15:34 | 16:16 | 44:54 | 46:51 | 29:20 | 21:43 |
 | Crown | 1 | 0.76% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.76% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.76% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 42:29 | 00:00 | 00:00 |
 | Wind Lace | 2 | 1.52% | 11.3 | 0.00% | -47.69% | 0.00% | 0.00% | 0.00% | 26:07 | 22:55 | 22:55 | 29:18 | 29:18 | 29:18 | 06:23 | 04:43 |
 | Crimson Guard | 2 | 1.52% | 9.7 | 0.00% | -47.69% | 0.00% | 0.00% | 0.00% | 18:45 | 18:01 | 18:01 | 19:29 | 19:29 | 19:29 | 01:28 | 01:05 |
 | Solar Crest | 1 | 0.76% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 23:26 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.76% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.76% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |
 | Bottle | 1 | 0.76% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.76% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |