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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 | |
 | Orchid Malevolence | 17 | 20.00% | 100.0 | 82.35% | +45.59% | -7.35% | -32.35% | -5.05% | 22:24 | 16:37 | 19:00 | 21:55 | 23:57 | 30:22 | 04:57 | 03:40 |
 | Orb of Corrosion | 63 | 74.12% | 98.5 | 52.38% | +25.11% | +22.62% | -14.88% | -10.32% | 08:27 | 03:03 | 05:50 | 08:03 | 09:28 | 26:38 | 03:38 | 02:41 |
 | Orb of Venom | 73 | 85.88% | 97.1 | 50.68% | +34.01% | -17.35% | -6.24% | 8.44% | 01:13 | -01:29 | -01:29 | 00:57 | 02:48 | 14:25 | 04:17 | 03:10 |
 | Blight Stone | 65 | 76.47% | 95.6 | 50.77% | +20.77% | +11.73% | -19.52% | -6.92% | 07:01 | -01:29 | 03:48 | 06:28 | 08:19 | 25:16 | 04:31 | 03:20 |
 | Fluffy Hat | 68 | 80.00% | 94.1 | 50.00% | +20.59% | +14.71% | -20.59% | -8.86% | 06:52 | -01:29 | 04:25 | 06:44 | 08:24 | 20:07 | 03:59 | 02:57 |
 | Magic Wand | 70 | 82.35% | 92.6 | 48.57% | +15.24% | -9.68% | -7.39% | 0.51% | 07:20 | 01:18 | 04:15 | 06:51 | 08:42 | 21:41 | 04:27 | 03:17 |
 | Magic Stick | 76 | 89.41% | 91.2 | 47.37% | +14.04% | -10.53% | +15.79% | 6.50% | 02:52 | -01:29 | -01:29 | 01:35 | 05:32 | 21:41 | 07:01 | 05:11 |
 | Desolator | 12 | 14.12% | 89.7 | 66.67% | +24.20% | -33.34% | 0.00% | 4.35% | 22:57 | 15:13 | 18:16 | 22:40 | 25:56 | 35:34 | 07:40 | 05:40 |
 | Eye of Skadi | 28 | 32.94% | 88.2 | 53.57% | +11.46% | +3.57% | -25.00% | -6.06% | 31:04 | 22:13 | 27:52 | 31:11 | 32:35 | 39:21 | 04:43 | 03:29 |
 | Boots of Speed | 55 | 64.71% | 86.8 | 45.45% | -1.22% | +18.84% | +4.55% | -7.52% | 04:18 | -01:29 | 02:06 | 03:08 | 04:00 | 25:25 | 01:54 | 01:24 |
 | Black King Bar | 51 | 60.00% | 85.3 | 45.10% | -1.96% | +24.13% | +8.75% | -3.48% | 22:30 | 15:54 | 19:19 | 21:25 | 23:44 | 35:11 | 04:25 | 03:16 |
 | Power Treads | 44 | 51.76% | 83.8 | 43.18% | -5.60% | +2.27% | +11.37% | 6.58% | 07:01 | 04:12 | 05:37 | 06:29 | 07:00 | 25:55 | 01:23 | 01:01 |
 | Quelling Blade | 47 | 55.29% | 82.4 | 42.55% | -7.45% | -0.88% | +15.78% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Echo Sabre | 22 | 25.88% | 80.9 | 50.00% | +5.56% | +16.67% | +30.00% | 6.40% | 13:03 | 11:06 | 11:39 | 12:54 | 13:44 | 20:08 | 02:05 | 01:32 |
 | Skull Basher | 17 | 20.00% | 79.4 | 52.94% | +8.82% | -2.94% | -2.94% | 0.00% | 33:51 | 23:35 | 29:32 | 33:51 | 35:24 | 46:00 | 05:52 | 04:20 |
 | Void Stone | 19 | 22.35% | 77.9 | 47.37% | +1.92% | -7.37% | +12.63% | 1.20% | 24:54 | 06:09 | 16:40 | 23:47 | 33:20 | 42:20 | 16:40 | 12:20 |
 | Wind Lace | 17 | 20.00% | 76.5 | 47.06% | +1.47% | +52.94% | +27.94% | -2.62% | 16:54 | 05:15 | 11:13 | 15:01 | 20:46 | 30:47 | 09:33 | 07:04 |
 | Refresher Orb | 6 | 7.06% | 75.0 | 66.67% | +22.37% | -16.67% | +33.33% | 14.29% | 38:29 | 36:15 | 36:20 | 36:52 | 39:50 | 42:22 | 03:30 | 02:35 |
 | Nullifier | 4 | 4.71% | 73.5 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 38:23 | 26:46 | 26:46 | 34:45 | 45:00 | 46:59 | 18:14 | 13:30 |
 | Mjollnir | 2 | 2.35% | 72.1 | 100.00% | +55.42% | 0.00% | 0.00% | 0.00% | 39:56 | 32:45 | 32:45 | 47:06 | 47:06 | 47:06 | 14:21 | 10:37 |
 | Bloodthorn | 2 | 2.35% | 70.6 | 100.00% | +55.42% | 0.00% | 0.00% | 0.00% | 31:59 | 29:10 | 29:10 | 34:47 | 34:47 | 34:47 | 05:37 | 04:09 |
 | Ring of Health | 14 | 16.47% | 69.1 | 42.86% | -3.62% | -17.86% | +23.81% | 1.73% | 29:46 | 08:22 | 15:40 | 35:32 | 39:49 | 44:41 | 24:09 | 17:53 |
 | Maelstrom | 23 | 27.06% | 67.6 | 34.78% | -15.22% | +15.22% | -18.11% | -10.10% | 18:05 | 12:16 | 13:05 | 15:01 | 16:23 | 37:34 | 03:18 | 02:26 |
 | Eul's Scepter of Divinity | 8 | 9.41% | 66.2 | 50.00% | +4.55% | 0.00% | 0.00% | 0.00% | 23:59 | 19:55 | 21:41 | 22:27 | 24:54 | 28:27 | 03:13 | 02:22 |
 | Helm of Iron Will | 5 | 5.88% | 64.7 | 60.00% | +15.00% | -60.00% | -60.00% | 0.00% | 31:35 | 15:14 | 15:14 | 34:24 | 39:15 | 42:40 | 24:01 | 17:47 |
 | Rod of Atos | 12 | 14.12% | 63.2 | 41.67% | -4.91% | +25.00% | +25.00% | 0.00% | 24:51 | 17:07 | 19:49 | 21:28 | 26:45 | 39:33 | 06:56 | 05:08 |
 | Javelin | 26 | 30.59% | 61.8 | 30.77% | -21.77% | +12.09% | -14.10% | -1.80% | 16:22 | 07:29 | 09:50 | 12:49 | 24:21 | 37:34 | 14:31 | 10:45 |
 | Blink Dagger | 6 | 7.06% | 60.3 | 50.00% | +4.43% | 0.00% | +50.00% | 7.08% | 35:08 | 24:44 | 32:56 | 35:20 | 40:00 | 42:23 | 07:04 | 05:14 |
 | Butterfly | 3 | 3.53% | 58.8 | 66.67% | +21.55% | +33.33% | 0.00% | 0.00% | 39:51 | 37:00 | 37:00 | 38:53 | 43:39 | 43:39 | 06:39 | 04:55 |
 | Daedalus | 3 | 3.53% | 57.4 | 66.67% | +21.55% | +33.33% | 0.00% | 0.00% | 38:29 | 30:34 | 30:34 | 32:39 | 52:13 | 52:13 | 21:39 | 16:02 |
 | Morbid Mask | 3 | 3.53% | 55.9 | 66.67% | +21.55% | +33.33% | 0.00% | 0.00% | 36:34 | 35:14 | 35:14 | 37:05 | 37:23 | 37:23 | 02:09 | 01:35 |
 | Ghost Scepter | 3 | 3.53% | 54.4 | 66.67% | +21.55% | +33.33% | 0.00% | 0.00% | 25:38 | 24:50 | 24:50 | 25:39 | 26:26 | 26:26 | 01:36 | 01:11 |
 | Crown | 16 | 18.82% | 52.9 | 31.25% | -18.03% | +18.75% | +18.75% | 0.00% | 18:17 | 04:30 | 09:52 | 14:46 | 24:57 | 39:33 | 15:05 | 11:10 |
 | Crystalys | 7 | 8.24% | 51.5 | 42.86% | -3.29% | +57.14% | -42.86% | -10.64% | 36:43 | 29:12 | 29:25 | 38:36 | 38:49 | 51:21 | 09:24 | 06:57 |
 | Phase Boots | 4 | 4.71% | 50.0 | 50.00% | +4.32% | +50.00% | +50.00% | 0.00% | 06:53 | 05:44 | 05:44 | 06:36 | 06:40 | 08:33 | 00:56 | 00:41 |
 | Sange | 4 | 4.71% | 48.5 | 50.00% | +4.32% | -50.00% | -50.00% | 0.00% | 29:46 | 25:47 | 25:47 | 25:55 | 26:08 | 41:14 | 00:21 | 00:15 |
 | Assault Cuirass | 1 | 1.18% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 36:52 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.18% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 00:00 | 00:00 |
 | Satanic | 1 | 1.18% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 36:53 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.18% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Buckler | 1 | 1.18% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Yasha | 1 | 1.18% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.18% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:35 | 27:35 | 27:35 | 27:35 | 27:35 | 27:35 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.18% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.18% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.18% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 1.18% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 |
 | Vanguard | 5 | 5.88% | 30.9 | 40.00% | -6.25% | +60.00% | -40.00% | -5.45% | 39:45 | 26:21 | 26:21 | 43:38 | 44:41 | 48:34 | 18:20 | 13:34 |
 | Abyssal Blade | 5 | 5.88% | 29.4 | 40.00% | -6.25% | +60.00% | -40.00% | -5.95% | 40:19 | 28:04 | 28:04 | 43:48 | 44:53 | 48:47 | 16:49 | 12:27 |
 | Gleipnir | 6 | 7.06% | 27.9 | 33.33% | -13.51% | +16.67% | +66.67% | 7.32% | 34:25 | 27:28 | 31:36 | 32:14 | 38:26 | 40:03 | 06:50 | 05:03 |
 | Wraith Band | 7 | 8.24% | 26.5 | 28.57% | -18.87% | +71.43% | -28.57% | -100.00% | 01:57 | 01:22 | 01:30 | 02:02 | 02:11 | 02:30 | 00:41 | 00:30 |
 | Chainmail | 9 | 10.59% | 25.0 | 22.22% | -26.46% | +27.78% | -22.22% | -4.53% | 12:06 | 03:34 | 04:23 | 10:36 | 15:25 | 28:22 | 11:02 | 08:10 |
 | Heaven's Halberd | 2 | 2.35% | 23.5 | 50.00% | +4.22% | +50.00% | 0.00% | 0.00% | 35:02 | 28:49 | 28:49 | 41:15 | 41:15 | 41:15 | 12:26 | 09:12 |
 | Force Staff | 2 | 2.35% | 22.1 | 50.00% | +4.22% | -50.00% | 0.00% | 0.00% | 15:15 | 14:31 | 14:31 | 15:59 | 15:59 | 15:59 | 01:28 | 01:05 |
 | Glimmer Cape | 3 | 3.53% | 20.6 | 33.33% | -13.01% | -33.33% | 0.00% | 0.00% | 28:31 | 23:00 | 23:00 | 25:15 | 37:19 | 37:19 | 14:19 | 10:36 |
 | Ring of Protection | 3 | 3.53% | 19.1 | 33.33% | -13.01% | -33.33% | 0.00% | 0.00% | 15:08 | -01:29 | -01:29 | 10:34 | 36:19 | 36:19 | 37:48 | 28:00 |
 | Silver Edge | 3 | 3.53% | 17.6 | 33.33% | -13.01% | +66.67% | 0.00% | 0.00% | 36:11 | 30:14 | 30:14 | 38:38 | 39:40 | 39:40 | 09:26 | 06:59 |
 | Falcon Blade | 4 | 4.71% | 16.2 | 25.00% | -21.91% | -25.00% | +75.00% | 0.00% | 10:11 | 08:01 | 08:01 | 08:08 | 08:13 | 16:21 | 00:12 | 00:08 |
 | Shadow Blade | 4 | 4.71% | 14.7 | 25.00% | -21.91% | +75.00% | -25.00% | 0.00% | 33:08 | 26:46 | 26:46 | 31:34 | 34:31 | 39:39 | 07:45 | 05:44 |
 | Battle Fury | 4 | 4.71% | 13.2 | 25.00% | -21.91% | +75.00% | -25.00% | 0.00% | 15:52 | 13:42 | 13:42 | 15:48 | 16:46 | 17:12 | 03:04 | 02:16 |
 | Spirit Vessel | 1 | 1.18% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.18% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.18% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 43:31 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.18% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 2.35% | 5.9 | 0.00% | -46.99% | 0.00% | 0.00% | 0.00% | 25:55 | 24:23 | 24:23 | 27:27 | 27:27 | 27:27 | 03:04 | 02:16 |
 | Medallion of Courage | 5 | 5.88% | 4.4 | 0.00% | -48.75% | 0.00% | 0.00% | 0.00% | 18:08 | 10:59 | 10:59 | 15:26 | 20:18 | 29:30 | 09:19 | 06:54 |
 | Monkey King Bar | 4 | 4.71% | 2.9 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 32:42 | 28:06 | 28:06 | 29:48 | 33:44 | 39:09 | 05:38 | 04:10 |
 | Solar Crest | 3 | 3.53% | 1.5 | 0.00% | -47.56% | 0.00% | 0.00% | 0.00% | 20:13 | 18:13 | 18:13 | 18:29 | 23:58 | 23:58 | 05:45 | 04:15 |