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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 | |
 | Ring of Health | 12 | 15.19% | 100.0 | 83.33% | +41.54% | +16.67% | -16.66% | -2.11% | 41:26 | 30:34 | 31:34 | 41:45 | 47:23 | 54:41 | 15:49 | 11:42 |
 | Eye of Skadi | 5 | 6.33% | 98.1 | 100.00% | +55.41% | 0.00% | 0.00% | 0.00% | 35:58 | 31:06 | 31:06 | 33:23 | 41:14 | 42:57 | 10:08 | 07:30 |
 | Buckler | 29 | 36.71% | 96.2 | 65.52% | +27.52% | +5.91% | +5.91% | 0.00% | 29:40 | 20:44 | 25:28 | 28:59 | 30:24 | 49:01 | 04:56 | 03:39 |
 | Assault Cuirass | 28 | 35.44% | 94.2 | 64.29% | +25.07% | +7.14% | -7.15% | -2.97% | 30:26 | 24:19 | 27:07 | 30:14 | 31:56 | 43:58 | 04:49 | 03:34 |
 | Desolator | 59 | 74.68% | 92.3 | 55.93% | +30.93% | +24.07% | -15.93% | -22.86% | 17:41 | 14:58 | 16:26 | 17:18 | 18:11 | 24:41 | 01:45 | 01:17 |
 | Swift Blink | 7 | 8.86% | 90.4 | 85.71% | +41.27% | +14.29% | +14.29% | 0.00% | 39:36 | 32:04 | 36:27 | 41:28 | 41:32 | 46:08 | 05:05 | 03:45 |
 | Void Stone | 7 | 8.86% | 88.5 | 85.71% | +41.27% | +14.29% | -35.71% | 0.00% | 45:52 | 31:34 | 37:28 | 47:23 | 49:12 | 59:41 | 11:44 | 08:41 |
 | Skull Basher | 14 | 17.72% | 86.5 | 71.43% | +28.35% | +28.57% | -4.76% | -2.36% | 37:46 | 26:24 | 30:34 | 35:21 | 44:43 | 53:30 | 14:09 | 10:28 |
 | Blink Dagger | 66 | 83.54% | 84.6 | 54.55% | +39.17% | -13.37% | -4.55% | 2.06% | 20:47 | 13:34 | 18:05 | 20:05 | 22:22 | 43:32 | 04:17 | 03:10 |
 | Blight Stone | 60 | 75.95% | 82.7 | 55.00% | +28.68% | +11.67% | -15.00% | -7.51% | 14:17 | 09:51 | 12:18 | 14:13 | 15:51 | 20:52 | 03:33 | 02:37 |
 | Black King Bar | 59 | 74.68% | 80.8 | 54.24% | +24.24% | +12.43% | -27.57% | -8.92% | 27:03 | 20:11 | 23:53 | 26:18 | 28:22 | 45:31 | 04:29 | 03:19 |
 | Overwhelming Blink | 9 | 11.39% | 78.8 | 77.78% | +33.49% | +22.22% | -27.78% | -15.71% | 39:18 | 35:13 | 36:20 | 36:55 | 39:31 | 51:30 | 03:11 | 02:21 |
 | Helm of Iron Will | 75 | 94.94% | 76.9 | 50.67% | +50.67% | +1.96% | +12.49% | 1.76% | 05:57 | 02:22 | 03:19 | 04:21 | 09:17 | 12:23 | 05:58 | 04:25 |
 | Armlet of Mordiggian | 73 | 92.41% | 75.0 | 50.68% | +34.01% | +4.88% | +15.99% | 3.64% | 09:57 | 06:17 | 08:16 | 09:52 | 11:19 | 13:55 | 03:03 | 02:15 |
 | Quelling Blade | 76 | 96.20% | 73.1 | 50.00% | +50.00% | -7.89% | +2.63% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 03:11 | 00:00 | 00:00 |
 | Magic Stick | 55 | 69.62% | 71.2 | 50.91% | +9.24% | -15.20% | -22.34% | -7.14% | 00:47 | -01:29 | -01:29 | -01:29 | 00:49 | 13:10 | 02:18 | 01:42 |
 | Phase Boots | 74 | 93.67% | 69.2 | 48.65% | +8.65% | -11.81% | -4.21% | 1.46% | 09:47 | 04:53 | 06:33 | 10:45 | 11:45 | 14:52 | 05:12 | 03:51 |
 | Chainmail | 74 | 93.67% | 67.3 | 48.65% | +8.65% | -6.54% | -4.21% | 0.36% | 08:24 | 00:51 | 04:42 | 09:55 | 11:06 | 13:50 | 06:24 | 04:44 |
 | Boots of Speed | 79 | 100.00% | 65.4 | 48.10% | +48.10% | -13.10% | -3.10% | 1.79% | 06:18 | 01:35 | 03:30 | 05:59 | 09:06 | 11:42 | 05:36 | 04:08 |
 | Ring of Protection | 50 | 63.29% | 63.5 | 50.00% | +5.17% | -3.85% | +16.67% | 1.04% | 16:10 | -01:29 | 07:23 | 13:13 | 27:09 | 38:13 | 19:46 | 14:38 |
 | Magic Wand | 38 | 48.10% | 61.5 | 50.00% | +3.66% | +20.00% | +5.56% | -2.30% | 09:48 | -01:29 | 06:51 | 11:05 | 13:07 | 21:48 | 06:16 | 04:38 |
 | Aghanim's Scepter | 3 | 3.80% | 59.6 | 100.00% | +53.95% | 0.00% | 0.00% | 0.00% | 42:33 | 35:26 | 35:26 | 40:40 | 51:32 | 51:32 | 16:06 | 11:55 |
 | Abyssal Blade | 7 | 8.86% | 57.7 | 71.43% | +25.60% | +28.57% | -71.43% | 0.00% | 38:38 | 30:46 | 31:23 | 35:13 | 41:45 | 53:45 | 10:22 | 07:40 |
 | Vanguard | 7 | 8.86% | 55.8 | 71.43% | +25.60% | +28.57% | -71.43% | 0.00% | 38:28 | 30:34 | 31:04 | 35:13 | 41:45 | 53:35 | 10:41 | 07:54 |
 | Refresher Orb | 5 | 6.33% | 53.8 | 80.00% | +34.05% | +20.00% | -80.00% | 0.00% | 51:55 | 45:37 | 45:37 | 49:56 | 55:28 | 59:41 | 09:51 | 07:17 |
 | Soul Ring | 26 | 32.91% | 51.9 | 46.15% | -2.91% | +10.99% | -12.82% | -4.23% | 11:16 | 03:28 | 07:57 | 09:55 | 13:35 | 22:36 | 05:38 | 04:10 |
 | Aghanim's Shard | 9 | 11.39% | 50.0 | 55.56% | +8.42% | -55.56% | -5.56% | 6.73% | 27:16 | 22:09 | 23:21 | 26:35 | 30:47 | 35:06 | 07:26 | 05:30 |
 | Orchid Malevolence | 2 | 2.53% | 48.1 | 100.00% | +53.25% | 0.00% | 0.00% | 0.00% | 39:16 | 37:28 | 37:28 | 41:04 | 41:04 | 41:04 | 03:36 | 02:40 |
 | Mage Slayer | 2 | 2.53% | 46.2 | 100.00% | +53.25% | 0.00% | 0.00% | 0.00% | 41:09 | 40:52 | 40:52 | 41:25 | 41:25 | 41:25 | 00:33 | 00:24 |
 | Moon Shard | 2 | 2.53% | 44.2 | 100.00% | +53.25% | 0.00% | 0.00% | 0.00% | 29:18 | 23:56 | 23:56 | 34:39 | 34:39 | 34:39 | 10:43 | 07:56 |
 | Shadow Blade | 10 | 12.66% | 42.3 | 50.00% | +2.17% | -16.67% | +50.00% | 6.35% | 25:44 | 16:29 | 20:19 | 25:31 | 30:49 | 36:43 | 10:30 | 07:46 |
 | Silver Edge | 10 | 12.66% | 40.4 | 50.00% | +2.17% | -16.67% | 0.00% | 2.86% | 33:12 | 22:01 | 28:57 | 32:53 | 34:47 | 48:40 | 05:50 | 04:19 |
 | Crystalys | 10 | 12.66% | 38.5 | 50.00% | +2.17% | -16.67% | 0.00% | 3.19% | 32:56 | 22:01 | 28:57 | 32:16 | 34:11 | 48:23 | 05:14 | 03:52 |
 | Bracer | 7 | 8.86% | 36.5 | 57.14% | +9.92% | -7.14% | +42.86% | 0.00% | 04:13 | 01:23 | 01:30 | 02:11 | 02:38 | 17:04 | 01:08 | 00:50 |
 | Monkey King Bar | 3 | 3.80% | 34.6 | 66.67% | +19.30% | -66.67% | 0.00% | 0.00% | 32:31 | 17:58 | 17:58 | 31:25 | 48:11 | 48:11 | 30:13 | 22:22 |
 | Power Treads | 4 | 5.06% | 32.7 | 50.00% | +2.00% | +50.00% | -50.00% | 0.00% | 08:36 | 04:33 | 04:33 | 05:18 | 11:59 | 12:35 | 07:26 | 05:30 |
 | Bloodthorn | 1 | 1.27% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.27% | 28.8 | 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 |
 | Aghanim's Blessing | 1 | 1.27% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Javelin | 5 | 6.33% | 25.0 | 40.00% | -8.65% | -40.00% | +60.00% | 0.00% | 30:31 | 17:06 | 17:06 | 30:45 | 37:39 | 47:51 | 20:33 | 15:13 |
 | Heaven's Halberd | 6 | 7.59% | 23.1 | 33.33% | -15.99% | -33.33% | -33.33% | 0.00% | 25:07 | 21:59 | 22:44 | 24:46 | 26:55 | 29:31 | 04:11 | 03:05 |
 | Sange | 8 | 10.13% | 21.2 | 25.00% | -25.70% | -25.00% | -25.00% | 0.00% | 22:58 | 16:46 | 17:48 | 20:37 | 25:33 | 34:02 | 07:45 | 05:44 |
 | Nullifier | 3 | 3.80% | 19.2 | 33.33% | -15.35% | +66.67% | 0.00% | 0.00% | 34:17 | 30:35 | 30:35 | 33:49 | 38:26 | 38:26 | 07:51 | 05:48 |
 | Radiance | 5 | 6.33% | 17.3 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 17:57 | 14:15 | 14:15 | 18:15 | 19:11 | 20:39 | 04:56 | 03:39 |
 | Hand of Midas | 3 | 3.80% | 15.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 10:45 | 09:43 | 09:43 | 11:13 | 11:18 | 11:18 | 01:35 | 01:10 |
 | Divine Rapier | 1 | 1.27% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Maelstrom | 2 | 2.53% | 11.5 | 0.00% | -49.35% | 0.00% | 0.00% | 0.00% | 28:37 | 19:34 | 19:34 | 37:39 | 37:39 | 37:39 | 18:05 | 13:23 |
 | Sange and Yasha | 1 | 1.27% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.27% | 7.7 | 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 |
 | Wraith Band | 1 | 1.27% | 5.8 | 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 |
 | Yasha | 1 | 1.27% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 |
 | Wind Lace | 1 | 1.27% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |