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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 | |
 | Desolator | 41 | 74.55% | 100.0 | 68.29% | +54.00% | +21.71% | -8.29% | -15.79% | 17:30 | 14:58 | 16:28 | 17:09 | 18:22 | 21:53 | 01:54 | 01:24 |
 | Blight Stone | 43 | 78.18% | 97.9 | 65.12% | +48.45% | -1.48% | -10.57% | -2.26% | 14:30 | 10:31 | 12:11 | 14:18 | 16:12 | 20:25 | 04:01 | 02:58 |
 | Blink Dagger | 47 | 85.45% | 95.8 | 59.57% | +34.57% | -17.90% | +7.10% | 4.87% | 20:23 | 13:34 | 17:27 | 20:58 | 22:35 | 30:19 | 05:08 | 03:48 |
 | Magic Stick | 36 | 65.45% | 93.8 | 61.11% | +19.00% | +16.67% | -27.78% | -44.45% | 00:29 | -01:29 | -01:29 | -01:29 | -01:23 | 13:12 | 00:06 | 00:04 |
 | Chainmail | 53 | 96.36% | 91.7 | 56.60% | +56.60% | -18.14% | -2.75% | 2.95% | 09:06 | 01:30 | 06:14 | 10:14 | 11:27 | 13:38 | 05:13 | 03:51 |
 | Quelling Blade | 53 | 96.36% | 89.6 | 56.60% | +56.60% | +20.32% | +4.94% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 03:11 | 00:00 | 00:00 |
 | Phase Boots | 53 | 96.36% | 87.5 | 56.60% | +56.60% | -10.45% | -2.75% | 2.09% | 10:12 | 04:53 | 08:33 | 10:46 | 12:14 | 14:11 | 03:41 | 02:43 |
 | Black King Bar | 45 | 81.82% | 85.4 | 57.78% | +17.78% | -12.33% | -21.42% | -1.73% | 26:07 | 19:49 | 22:27 | 26:10 | 27:42 | 45:31 | 05:15 | 03:53 |
 | Armlet of Mordiggian | 54 | 98.18% | 83.3 | 55.56% | +55.56% | +1.58% | -1.71% | -1.15% | 09:38 | 06:17 | 08:11 | 09:04 | 11:02 | 13:14 | 02:51 | 02:06 |
 | Helm of Iron Will | 54 | 98.18% | 81.3 | 55.56% | +55.56% | +15.87% | -9.41% | -5.29% | 05:26 | 02:22 | 03:16 | 03:56 | 08:03 | 11:49 | 04:47 | 03:32 |
 | Eye of Skadi | 4 | 7.27% | 79.2 | 100.00% | +49.02% | 0.00% | 0.00% | 0.00% | 34:13 | 31:06 | 31:06 | 31:10 | 33:23 | 41:14 | 02:17 | 01:41 |
 | Boots of Speed | 55 | 100.00% | 77.1 | 54.55% | +54.55% | -11.69% | +16.88% | 5.64% | 06:46 | 01:45 | 04:07 | 08:01 | 09:11 | 11:26 | 05:04 | 03:45 |
 | Ring of Protection | 37 | 67.27% | 75.0 | 54.05% | -1.51% | +1.51% | +1.51% | 0.00% | 15:31 | -01:29 | 08:06 | 12:49 | 25:28 | 40:06 | 17:22 | 12:51 |
 | Buckler | 22 | 40.00% | 72.9 | 59.09% | +7.57% | +7.58% | +20.91% | 2.08% | 28:28 | 20:44 | 25:14 | 27:28 | 31:39 | 40:06 | 06:25 | 04:45 |
 | Assault Cuirass | 22 | 40.00% | 70.8 | 59.09% | +7.57% | +7.58% | +0.91% | -1.01% | 30:04 | 21:50 | 26:41 | 30:14 | 33:18 | 40:43 | 06:37 | 04:54 |
 | Void Stone | 8 | 14.55% | 68.8 | 75.00% | +23.94% | +25.00% | -25.00% | -5.26% | 40:36 | 27:31 | 31:34 | 37:28 | 41:04 | 59:41 | 09:30 | 07:02 |
 | Overwhelming Blink | 8 | 14.55% | 66.7 | 75.00% | +23.94% | +25.00% | -25.00% | -16.95% | 39:18 | 33:53 | 36:34 | 36:55 | 39:31 | 51:30 | 02:57 | 02:11 |
 | Ring of Health | 10 | 18.18% | 64.6 | 70.00% | +18.89% | +30.00% | +30.00% | 0.00% | 42:58 | 30:52 | 31:59 | 41:45 | 53:35 | 56:09 | 21:36 | 16:00 |
 | Soul Ring | 21 | 38.18% | 62.5 | 57.14% | +4.20% | +22.86% | +22.86% | 0.00% | 11:10 | 03:28 | 08:40 | 11:40 | 14:06 | 16:10 | 05:26 | 04:01 |
 | Magic Wand | 27 | 49.09% | 60.4 | 51.85% | -5.29% | -8.99% | -23.28% | -1.34% | 06:50 | -01:29 | 01:09 | 06:35 | 11:49 | 21:01 | 10:40 | 07:54 |
 | Swift Blink | 3 | 5.45% | 58.3 | 100.00% | +48.08% | 0.00% | 0.00% | 0.00% | 36:41 | 32:04 | 32:04 | 36:27 | 41:32 | 41:32 | 09:28 | 07:00 |
 | Orchid Malevolence | 5 | 9.09% | 56.3 | 80.00% | +28.00% | +20.00% | -80.00% | 0.00% | 35:54 | 27:52 | 27:52 | 37:28 | 41:04 | 41:04 | 13:12 | 09:46 |
 | Mage Slayer | 5 | 9.09% | 54.2 | 80.00% | +28.00% | +20.00% | +20.00% | 0.00% | 38:24 | 31:57 | 31:57 | 40:52 | 41:03 | 41:25 | 09:06 | 06:44 |
 | Skull Basher | 8 | 14.55% | 52.1 | 62.50% | +9.31% | +37.50% | -12.50% | -3.32% | 39:01 | 28:56 | 29:39 | 35:32 | 44:43 | 53:30 | 15:04 | 11:09 |
 | Refresher Orb | 4 | 7.27% | 50.0 | 75.00% | +22.06% | +25.00% | -75.00% | 0.00% | 54:14 | 45:37 | 45:37 | 55:28 | 56:10 | 59:41 | 10:33 | 07:48 |
 | Bloodthorn | 4 | 7.27% | 47.9 | 75.00% | +22.06% | +25.00% | +25.00% | 0.00% | 38:06 | 32:26 | 32:26 | 37:00 | 41:04 | 41:53 | 08:38 | 06:23 |
 | Aghanim's Shard | 7 | 12.73% | 45.8 | 57.14% | +2.97% | +42.86% | -7.14% | -7.89% | 29:11 | 23:36 | 24:44 | 27:28 | 31:04 | 37:22 | 06:20 | 04:41 |
 | Crystalys | 6 | 10.91% | 43.8 | 50.00% | -5.10% | -50.00% | -50.00% | 0.00% | 30:17 | 22:01 | 26:57 | 28:57 | 32:16 | 40:38 | 05:19 | 03:56 |
 | Vanguard | 6 | 10.91% | 41.7 | 50.00% | -5.10% | +50.00% | -50.00% | 0.00% | 40:18 | 31:04 | 31:59 | 38:18 | 45:07 | 53:35 | 13:08 | 09:43 |
 | Silver Edge | 6 | 10.91% | 39.6 | 50.00% | -5.10% | -50.00% | -50.00% | 0.00% | 30:35 | 22:01 | 27:37 | 28:57 | 32:53 | 40:40 | 05:16 | 03:54 |
 | Abyssal Blade | 6 | 10.91% | 37.5 | 50.00% | -5.10% | +50.00% | -50.00% | 0.00% | 40:29 | 31:23 | 32:26 | 38:29 | 45:07 | 53:45 | 12:41 | 09:23 |
 | Shadow Blade | 6 | 10.91% | 35.4 | 50.00% | -5.10% | 0.00% | -50.00% | 0.00% | 25:21 | 18:07 | 20:19 | 23:06 | 31:00 | 32:11 | 10:41 | 07:54 |
 | Bracer | 3 | 5.45% | 33.3 | 66.67% | +12.82% | -66.67% | 0.00% | 0.00% | 07:16 | 01:44 | 01:44 | 03:01 | 17:04 | 17:04 | 15:20 | 11:21 |
 | Monkey King Bar | 4 | 7.27% | 31.3 | 50.00% | -4.90% | -50.00% | +50.00% | 0.00% | 31:01 | 17:58 | 17:58 | 26:29 | 31:25 | 48:11 | 13:27 | 09:57 |
 | Linken's Sphere | 1 | 1.82% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.82% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Javelin | 6 | 10.91% | 25.0 | 33.33% | -23.81% | -33.33% | +66.67% | 0.00% | 29:47 | 17:06 | 19:16 | 26:03 | 37:39 | 47:51 | 18:23 | 13:37 |
 | Nullifier | 4 | 7.27% | 22.9 | 25.00% | -31.86% | -25.00% | +75.00% | 0.00% | 39:46 | 33:49 | 33:49 | 36:05 | 38:26 | 50:43 | 04:37 | 03:25 |
 | Heaven's Halberd | 3 | 5.45% | 20.8 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 24:45 | 21:59 | 21:59 | 22:44 | 29:31 | 29:31 | 07:32 | 05:34 |
 | Satanic | 1 | 1.82% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Radiance | 1 | 1.82% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:27 | 17:27 | 17:27 | 17:27 | 17:27 | 17:27 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.82% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Maelstrom | 2 | 3.64% | 12.5 | 0.00% | -56.60% | 0.00% | 0.00% | 0.00% | 28:37 | 19:34 | 19:34 | 37:39 | 37:39 | 37:39 | 18:05 | 13:23 |
 | Hand of Midas | 1 | 1.82% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 00:00 | 00:00 |
 | Power Treads | 2 | 3.64% | 8.3 | 0.00% | -56.60% | 0.00% | 0.00% | 0.00% | 12:17 | 11:59 | 11:59 | 12:35 | 12:35 | 12:35 | 00:36 | 00:26 |
 | Morbid Mask | 1 | 1.82% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Sange | 3 | 5.45% | 4.2 | 0.00% | -57.69% | 0.00% | 0.00% | 0.00% | 21:17 | 16:46 | 16:46 | 20:37 | 26:29 | 26:29 | 09:43 | 07:11 |
 | Mjollnir | 1 | 1.82% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 37:41 | 00:00 | 00:00 |