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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 | |
 | Hand of Midas | 6 | 11.11% | 100.0 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 11:03 | 09:44 | 09:53 | 10:23 | 11:37 | 13:59 | 01:44 | 01:17 |
 | Desolator | 16 | 29.63% | 97.9 | 81.25% | +31.25% | +18.75% | -6.25% | -3.82% | 21:21 | 16:12 | 17:01 | 20:37 | 23:34 | 29:28 | 06:33 | 04:51 |
 | Abyssal Blade | 15 | 27.78% | 95.8 | 80.00% | +28.72% | -5.00% | -5.00% | 0.00% | 39:38 | 29:37 | 35:19 | 37:41 | 42:24 | 53:31 | 07:05 | 05:14 |
 | Vanguard | 15 | 27.78% | 93.8 | 80.00% | +28.72% | -5.00% | -5.00% | 0.00% | 39:28 | 29:31 | 35:16 | 37:38 | 42:09 | 53:26 | 06:53 | 05:05 |
 | Blight Stone | 29 | 53.70% | 91.7 | 68.97% | +20.97% | -11.83% | +16.74% | 5.93% | 14:17 | 01:50 | 11:43 | 13:51 | 16:32 | 24:59 | 04:49 | 03:34 |
 | Black King Bar | 16 | 29.63% | 89.6 | 75.00% | +22.37% | 0.00% | +25.00% | 2.69% | 36:17 | 26:26 | 30:56 | 33:24 | 40:13 | 1:07:34 | 09:17 | 06:52 |
 | Ring of Health | 21 | 38.89% | 87.5 | 71.43% | +19.91% | -31.43% | +8.57% | 3.16% | 36:40 | 22:14 | 29:29 | 36:38 | 42:09 | 53:26 | 12:40 | 09:22 |
 | Armlet of Mordiggian | 53 | 98.15% | 85.4 | 60.38% | +60.38% | -6.53% | +8.85% | 6.74% | 12:05 | 08:31 | 10:55 | 12:13 | 13:12 | 15:59 | 02:17 | 01:41 |
 | Helm of Iron Will | 53 | 98.15% | 83.3 | 60.38% | +60.38% | -21.92% | +16.54% | 13.19% | 09:21 | 02:57 | 08:15 | 09:49 | 11:10 | 15:20 | 02:55 | 02:09 |
 | Eye of Skadi | 22 | 40.74% | 81.3 | 68.18% | +15.05% | +15.15% | -8.18% | -6.83% | 25:35 | 19:46 | 23:35 | 24:47 | 27:00 | 35:51 | 03:25 | 02:31 |
 | Morbid Mask | 10 | 18.52% | 79.2 | 80.00% | +25.45% | -13.33% | +20.00% | 0.00% | 34:06 | 20:57 | 26:34 | 35:04 | 40:27 | 53:11 | 13:53 | 10:17 |
 | Assault Cuirass | 10 | 18.52% | 77.1 | 80.00% | +25.45% | +20.00% | +20.00% | 0.00% | 33:26 | 23:06 | 30:17 | 30:48 | 36:02 | 50:55 | 05:45 | 04:15 |
 | Chainmail | 54 | 100.00% | 75.0 | 59.26% | +59.26% | -2.12% | -13.11% | -5.32% | 06:00 | 02:09 | 04:21 | 05:05 | 06:25 | 15:35 | 02:04 | 01:31 |
 | Phase Boots | 54 | 100.00% | 72.9 | 59.26% | +59.26% | +19.31% | -13.11% | -17.06% | 07:16 | 03:53 | 05:39 | 06:34 | 07:33 | 15:59 | 01:54 | 01:24 |
 | Boots of Speed | 54 | 100.00% | 70.8 | 59.26% | +59.26% | -2.12% | -5.41% | -1.60% | 04:02 | 01:37 | 02:47 | 03:28 | 04:50 | 11:18 | 02:03 | 01:31 |
 | Yasha | 17 | 31.48% | 68.8 | 70.59% | +16.54% | +4.41% | +4.41% | 0.00% | 23:18 | 14:15 | 17:15 | 22:31 | 29:27 | 38:11 | 12:12 | 09:02 |
 | Quelling Blade | 51 | 94.44% | 66.7 | 58.82% | -7.85% | +18.10% | -4.97% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 00:09 | 00:00 | 00:00 |
 | Skull Basher | 35 | 64.81% | 64.6 | 60.00% | +2.11% | -26.67% | +17.78% | 6.06% | 26:48 | 15:09 | 22:07 | 26:05 | 29:27 | 53:09 | 07:20 | 05:25 |
 | Magic Stick | 42 | 77.78% | 62.5 | 57.14% | -9.53% | -11.69% | +2.86% | 1.36% | 06:19 | -01:29 | 01:10 | 06:16 | 11:53 | 17:13 | 10:43 | 07:56 |
 | Satanic | 9 | 16.67% | 60.4 | 77.78% | +22.22% | -27.78% | +22.22% | 0.00% | 34:11 | 21:23 | 23:57 | 35:23 | 38:47 | 53:45 | 14:50 | 10:59 |
 | Buckler | 11 | 20.37% | 58.3 | 72.73% | +16.92% | +27.27% | -6.06% | 0.00% | 32:11 | 22:46 | 28:53 | 30:14 | 31:37 | 50:10 | 02:44 | 02:01 |
 | Ring of Protection | 11 | 20.37% | 56.3 | 72.73% | +16.92% | +27.27% | -6.06% | 0.00% | 32:10 | 22:46 | 28:53 | 30:06 | 31:37 | 50:10 | 02:44 | 02:01 |
 | Sange | 33 | 61.11% | 54.2 | 57.58% | -4.32% | +4.92% | +17.42% | 5.56% | 17:12 | 14:42 | 15:34 | 16:44 | 17:49 | 26:36 | 02:15 | 01:40 |
 | Magic Wand | 42 | 77.78% | 52.1 | 54.76% | -20.24% | -18.40% | -4.76% | 2.30% | 09:21 | -01:29 | 07:03 | 08:38 | 12:59 | 18:11 | 05:56 | 04:23 |
 | Bracer | 28 | 51.85% | 50.0 | 57.14% | -4.40% | -14.28% | -14.28% | 0.00% | 01:38 | -01:29 | 01:26 | 01:43 | 02:15 | 03:03 | 00:49 | 00:36 |
 | Heaven's Halberd | 12 | 22.22% | 47.9 | 66.67% | +9.53% | 0.00% | 0.00% | 0.00% | 21:31 | 18:16 | 18:45 | 19:19 | 21:00 | 31:03 | 02:15 | 01:40 |
 | Orb of Venom | 22 | 40.74% | 45.8 | 54.55% | -7.95% | -21.22% | -14.55% | 1.18% | 04:30 | -01:29 | 01:29 | 02:58 | 07:09 | 15:17 | 05:40 | 04:11 |
 | Sange and Yasha | 9 | 16.67% | 43.8 | 66.67% | +8.89% | -16.67% | +33.33% | 0.00% | 26:49 | 18:26 | 20:35 | 26:58 | 29:52 | 38:30 | 09:17 | 06:52 |
 | Manta Style | 7 | 12.96% | 41.7 | 71.43% | +13.98% | -21.43% | -21.43% | 0.00% | 22:08 | 18:13 | 19:03 | 20:32 | 22:00 | 28:35 | 02:57 | 02:11 |
 | Void Stone | 8 | 14.81% | 39.6 | 62.50% | +3.80% | +37.50% | +37.50% | 0.00% | 32:15 | 23:16 | 25:21 | 27:54 | 38:39 | 43:59 | 13:18 | 09:51 |
 | Javelin | 11 | 20.37% | 37.5 | 54.55% | -5.92% | -21.22% | +12.12% | 0.00% | 29:09 | 09:37 | 14:59 | 29:08 | 36:08 | 1:04:27 | 21:09 | 15:40 |
 | Fluffy Hat | 14 | 25.93% | 35.4 | 50.00% | -12.50% | 0.00% | -16.67% | -2.92% | 10:22 | 03:29 | 07:16 | 11:50 | 12:58 | 14:50 | 05:42 | 04:13 |
 | Orb of Corrosion | 14 | 25.93% | 33.3 | 50.00% | -12.50% | -25.00% | -16.67% | 1.54% | 11:15 | 04:11 | 08:32 | 12:41 | 13:56 | 15:46 | 05:24 | 04:00 |
 | Monkey King Bar | 6 | 11.11% | 31.3 | 66.67% | +8.34% | +33.33% | +33.33% | 0.00% | 40:58 | 29:58 | 34:35 | 36:33 | 41:29 | 1:04:39 | 06:54 | 05:06 |
 | Aghanim's Shard | 7 | 12.96% | 29.2 | 57.14% | -2.43% | -7.14% | -7.14% | 0.00% | 26:19 | 15:37 | 16:41 | 19:36 | 22:48 | 54:21 | 06:07 | 04:31 |
 | Linken's Sphere | 7 | 12.96% | 27.1 | 57.14% | -2.43% | +42.86% | +42.86% | 0.00% | 31:39 | 23:19 | 25:26 | 29:30 | 32:18 | 44:04 | 06:52 | 05:05 |
 | Nullifier | 3 | 5.56% | 25.0 | 66.67% | +7.85% | +33.33% | 0.00% | 0.00% | 44:42 | 31:54 | 31:54 | 47:50 | 54:23 | 54:23 | 22:29 | 16:39 |
 | Crystalys | 8 | 14.81% | 22.9 | 37.50% | -25.54% | -37.50% | +62.50% | 0.00% | 33:21 | 25:53 | 27:47 | 32:26 | 36:57 | 42:16 | 09:10 | 06:47 |
 | Silver Edge | 4 | 7.41% | 20.8 | 50.00% | -10.00% | -50.00% | +50.00% | 0.00% | 32:57 | 26:34 | 26:34 | 31:04 | 37:03 | 37:07 | 10:29 | 07:45 |
 | Orchid Malevolence | 1 | 1.85% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 40:56 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.85% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.85% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.85% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:21 | 49:21 | 49:21 | 49:21 | 49:21 | 49:21 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.85% | 10.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 9.26% | 8.3 | 40.00% | -21.22% | -40.00% | -40.00% | 0.00% | 31:29 | 22:00 | 22:00 | 32:42 | 37:07 | 37:59 | 15:07 | 11:11 |
 | Mjollnir | 2 | 3.70% | 6.3 | 50.00% | -9.62% | -50.00% | 0.00% | 0.00% | 37:05 | 27:03 | 27:03 | 47:07 | 47:07 | 47:07 | 20:04 | 14:51 |
 | Maelstrom | 4 | 7.41% | 4.2 | 25.00% | -37.00% | -25.00% | -25.00% | 0.00% | 14:58 | 13:38 | 13:38 | 14:27 | 14:59 | 16:49 | 01:21 | 01:00 |
 | Wraith Band | 1 | 1.85% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:28 | 02:28 | 02:28 | 02:28 | 02:28 | 02:28 | 00:00 | 00:00 |