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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 | |
 | Assault Cuirass | 12 | 27.91% | 100.0 | 75.00% | +36.29% | -41.67% | -8.33% | 8.48% | 28:57 | 25:57 | 26:34 | 27:49 | 30:30 | 35:45 | 03:56 | 02:54 |
 | Black King Bar | 29 | 67.44% | 98.3 | 62.07% | +40.64% | +9.36% | -4.93% | -4.76% | 21:26 | 17:34 | 19:35 | 21:31 | 22:35 | 28:46 | 03:00 | 02:13 |
 | Orchid Malevolence | 33 | 76.74% | 96.6 | 54.55% | +24.55% | -17.05% | -17.05% | 0.00% | 13:21 | 10:42 | 11:42 | 12:56 | 14:51 | 17:16 | 03:09 | 02:20 |
 | Soul Ring | 41 | 95.35% | 94.9 | 51.22% | +51.22% | -1.22% | +8.78% | 3.26% | 06:09 | 02:09 | 04:27 | 06:27 | 07:31 | 09:52 | 03:04 | 02:16 |
 | Power Treads | 23 | 53.49% | 93.2 | 56.52% | +16.52% | -6.52% | +10.15% | 2.01% | 11:54 | 05:08 | 06:17 | 09:18 | 14:35 | 31:35 | 08:18 | 06:08 |
 | Ring of Protection | 42 | 97.67% | 91.5 | 50.00% | +50.00% | -22.73% | -10.00% | 5.49% | 01:00 | -01:29 | -01:29 | -01:29 | 03:48 | 09:35 | 05:17 | 03:54 |
 | Quelling Blade | 43 | 100.00% | 89.8 | 48.84% | +48.84% | -21.57% | -3.39% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Boots of Speed | 43 | 100.00% | 88.1 | 48.84% | +48.84% | -3.39% | -12.48% | -3.29% | 05:24 | 01:40 | 03:25 | 04:44 | 06:11 | 13:51 | 02:46 | 02:02 |
 | Buckler | 17 | 39.53% | 86.4 | 58.82% | +16.51% | -33.82% | +16.18% | 7.11% | 25:10 | 18:06 | 21:16 | 24:31 | 28:18 | 35:25 | 07:02 | 05:12 |
 | Bloodthorn | 3 | 6.98% | 84.7 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 38:29 | 32:13 | 32:13 | 36:27 | 46:46 | 46:46 | 14:33 | 10:46 |
 | Magic Wand | 32 | 74.42% | 83.1 | 50.00% | +4.55% | 0.00% | 0.00% | 0.00% | 07:23 | 01:08 | 03:15 | 06:42 | 09:38 | 19:25 | 06:23 | 04:43 |
 | Magic Stick | 36 | 83.72% | 81.4 | 47.22% | -9.92% | -25.00% | +41.67% | 18.18% | 02:30 | -01:29 | -01:29 | 01:03 | 05:09 | 16:39 | 06:38 | 04:54 |
 | Skull Basher | 6 | 13.95% | 79.7 | 66.67% | +20.72% | +33.33% | +33.33% | 0.00% | 28:29 | 25:40 | 26:14 | 26:52 | 31:04 | 31:30 | 04:50 | 03:34 |
 | Helm of Iron Will | 6 | 13.95% | 78.0 | 66.67% | +20.72% | +33.33% | +33.33% | 0.00% | 37:59 | 32:28 | 32:38 | 33:59 | 37:41 | 55:30 | 05:03 | 03:44 |
 | Blink Dagger | 6 | 13.95% | 76.3 | 66.67% | +20.72% | +33.33% | +33.33% | 0.00% | 36:40 | 21:22 | 29:19 | 34:06 | 45:53 | 46:20 | 16:34 | 12:16 |
 | Orb of Venom | 12 | 27.91% | 74.6 | 50.00% | +1.61% | -50.00% | +16.67% | 61.54% | 02:22 | 01:06 | 01:46 | 02:11 | 02:51 | 03:43 | 01:05 | 00:48 |
 | Nullifier | 4 | 9.30% | 72.9 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 40:56 | 34:24 | 34:24 | 36:15 | 37:23 | 55:43 | 02:59 | 02:12 |
 | Diffusal Blade | 2 | 4.65% | 71.2 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 15:38 | 14:49 | 14:49 | 16:26 | 16:26 | 16:26 | 01:37 | 01:11 |
 | Aghanim's Shard | 13 | 30.23% | 69.5 | 46.15% | -3.85% | +20.52% | -12.82% | -11.24% | 26:29 | 20:15 | 22:45 | 24:56 | 25:43 | 45:43 | 02:58 | 02:11 |
 | Blight Stone | 14 | 32.56% | 67.8 | 42.86% | -8.86% | +32.14% | +23.81% | -6.58% | 03:14 | 00:58 | 02:11 | 02:41 | 03:27 | 11:12 | 01:16 | 00:56 |
 | Fluffy Hat | 11 | 25.58% | 66.1 | 45.45% | -4.55% | -12.12% | -12.12% | 0.00% | 04:18 | 03:04 | 03:25 | 03:43 | 03:51 | 11:12 | 00:26 | 00:19 |
 | Orb of Corrosion | 11 | 25.58% | 64.4 | 45.45% | -4.55% | +21.22% | -12.12% | -33.34% | 04:47 | 03:44 | 03:53 | 04:01 | 04:12 | 11:47 | 00:19 | 00:14 |
 | Wraith Band | 3 | 6.98% | 62.7 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 03:26 | 02:27 | 02:27 | 03:51 | 04:01 | 04:01 | 01:34 | 01:09 |
 | Void Stone | 11 | 25.58% | 61.0 | 36.36% | -16.77% | -3.03% | +63.64% | 7.83% | 30:43 | 20:31 | 24:43 | 29:41 | 33:14 | 42:10 | 08:31 | 06:18 |
 | Arcane Boots | 13 | 30.23% | 59.3 | 30.77% | -25.90% | +2.56% | +2.56% | 0.00% | 09:52 | 04:00 | 07:40 | 08:51 | 10:23 | 22:35 | 02:43 | 02:00 |
 | Scythe of Vyse | 4 | 9.30% | 57.6 | 50.00% | +1.28% | -50.00% | +50.00% | 0.00% | 36:06 | 29:41 | 29:41 | 31:22 | 41:11 | 42:10 | 11:30 | 08:31 |
 | Aghanim's Scepter | 4 | 9.30% | 55.9 | 50.00% | +1.28% | -50.00% | -50.00% | 0.00% | 19:46 | 14:22 | 14:22 | 15:49 | 16:32 | 32:20 | 02:10 | 01:36 |
 | Vanguard | 1 | 2.33% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.33% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.33% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.33% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |
 | Yasha | 1 | 2.33% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.33% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 38:55 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.33% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 |
 | Sange | 5 | 11.63% | 42.4 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 27:18 | 21:31 | 21:31 | 23:40 | 29:11 | 38:42 | 07:40 | 05:40 |
 | Ring of Health | 8 | 18.60% | 40.7 | 25.00% | -29.29% | -25.00% | +75.00% | 4.88% | 24:08 | 04:49 | 12:44 | 26:19 | 33:14 | 37:38 | 20:30 | 15:11 |
 | Crystalys | 2 | 4.65% | 39.0 | 50.00% | +1.22% | +50.00% | 0.00% | 0.00% | 32:25 | 28:04 | 28:04 | 36:46 | 36:46 | 36:46 | 08:42 | 06:26 |
 | Spirit Vessel | 2 | 4.65% | 37.3 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 15:11 | 13:43 | 13:43 | 16:38 | 16:38 | 16:38 | 02:55 | 02:09 |
 | Aeon Disk | 2 | 4.65% | 35.6 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 31:22 | 31:11 | 31:11 | 31:32 | 31:32 | 31:32 | 00:21 | 00:15 |
 | Heaven's Halberd | 3 | 6.98% | 33.9 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 31:54 | 24:18 | 24:18 | 32:22 | 39:02 | 39:02 | 14:44 | 10:54 |
 | Urn of Shadows | 3 | 6.98% | 32.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 07:39 | 03:11 | 03:11 | 07:11 | 12:36 | 12:36 | 09:25 | 06:58 |
 | Linken's Sphere | 3 | 6.98% | 30.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 33:22 | 26:57 | 26:57 | 33:14 | 39:54 | 39:54 | 12:57 | 09:35 |
 | Aether Lens | 3 | 6.98% | 28.8 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 22:46 | 21:04 | 21:04 | 22:28 | 24:47 | 24:47 | 03:43 | 02:45 |
 | Mekansm | 5 | 11.63% | 27.1 | 20.00% | -32.63% | -20.00% | -20.00% | 0.00% | 19:17 | 17:14 | 17:14 | 19:01 | 19:42 | 21:43 | 02:28 | 01:49 |
 | Guardian Greaves | 5 | 11.63% | 25.4 | 20.00% | -32.63% | -20.00% | -20.00% | 0.00% | 22:25 | 21:16 | 21:16 | 22:35 | 22:39 | 23:36 | 01:23 | 01:01 |
 | Chainmail | 5 | 11.63% | 23.7 | 20.00% | -32.63% | -20.00% | -20.00% | 0.00% | 17:16 | 14:46 | 14:46 | 16:08 | 19:01 | 21:16 | 04:15 | 03:08 |
 | Ghost Scepter | 6 | 13.95% | 22.0 | 16.67% | -37.38% | -16.67% | -16.67% | 0.00% | 27:13 | 17:49 | 25:38 | 27:12 | 29:45 | 33:46 | 04:07 | 03:02 |
 | Headdress | 6 | 13.95% | 20.3 | 16.67% | -37.38% | -16.67% | +83.33% | 39.74% | 16:27 | 14:28 | 14:46 | 16:08 | 17:17 | 19:01 | 02:31 | 01:51 |
 | Morbid Mask | 1 | 2.33% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.33% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 2.33% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Bottle | 1 | 2.33% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 02:07 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.33% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Javelin | 1 | 2.33% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 2.33% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 15:33 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 4.65% | 6.8 | 0.00% | -51.22% | 0.00% | 0.00% | 0.00% | 28:14 | 28:02 | 28:02 | 28:26 | 28:26 | 28:26 | 00:24 | 00:17 |
 | Pipe of Insight | 3 | 6.98% | 5.1 | 0.00% | -52.50% | 0.00% | 0.00% | 0.00% | 20:25 | 15:39 | 15:39 | 18:47 | 26:50 | 26:50 | 11:11 | 08:17 |
 | Hood of Defiance | 4 | 9.30% | 3.4 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 16:50 | 12:09 | 12:09 | 12:44 | 15:39 | 26:46 | 03:30 | 02:35 |
 | Ring of Basilius | 1 | 2.33% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |