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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 | |
 | Mask of Madness | 70 | 85.37% | 100.0 | 51.43% | +26.43% | +4.13% | -4.37% | -4.86% | 11:09 | 08:37 | 10:02 | 11:00 | 11:47 | 18:11 | 01:45 | 01:17 |
 | Morbid Mask | 70 | 85.37% | 97.8 | 51.43% | +26.43% | -1.43% | -4.37% | -1.51% | 10:07 | 06:02 | 09:08 | 09:58 | 11:05 | 16:46 | 01:57 | 01:26 |
 | Blight Stone | 80 | 97.56% | 95.7 | 48.75% | +48.75% | +1.25% | +6.25% | 5.00% | 00:05 | -01:29 | -01:29 | -01:29 | -01:28 | 13:36 | 00:01 | 00:00 |
 | Skull Basher | 55 | 67.07% | 93.5 | 50.91% | +10.17% | +20.52% | -29.48% | -6.04% | 26:18 | 15:10 | 22:13 | 25:41 | 30:30 | 41:10 | 08:17 | 06:08 |
 | Ring of Protection | 44 | 53.66% | 91.3 | 52.27% | +10.16% | +11.37% | -6.82% | -3.59% | 25:15 | 16:57 | 22:16 | 24:28 | 27:20 | 38:38 | 05:04 | 03:45 |
 | Desolator | 65 | 79.27% | 89.1 | 49.23% | +8.05% | +19.52% | -17.98% | -15.63% | 17:01 | 12:27 | 15:30 | 16:43 | 17:54 | 24:46 | 02:24 | 01:46 |
 | Chainmail | 82 | 100.00% | 87.0 | 47.56% | +47.56% | +4.82% | -7.56% | -7.90% | 06:08 | 03:00 | 05:12 | 06:04 | 06:46 | 12:05 | 01:34 | 01:09 |
 | Boots of Speed | 82 | 100.00% | 84.8 | 47.56% | +47.56% | +14.34% | -2.56% | -9.66% | 04:39 | 01:48 | 03:40 | 04:30 | 05:25 | 11:50 | 01:45 | 01:17 |
 | Phase Boots | 82 | 100.00% | 82.6 | 47.56% | +47.56% | +9.58% | -12.56% | -14.93% | 07:00 | 04:06 | 06:10 | 06:54 | 07:39 | 12:27 | 01:29 | 01:05 |
 | Quelling Blade | 81 | 98.78% | 80.4 | 46.91% | -53.09% | +8.09% | -1.91% | 0.00% | -01:26 | -01:29 | -01:29 | -01:29 | -01:29 | 00:14 | 00:00 | 00:00 |
 | Buckler | 43 | 52.44% | 78.3 | 51.16% | +7.57% | +12.48% | -5.71% | -3.90% | 25:27 | 16:58 | 22:40 | 25:11 | 27:20 | 38:38 | 04:40 | 03:27 |
 | Orb of Venom | 39 | 47.56% | 76.1 | 51.28% | +7.09% | -1.28% | -1.28% | 0.00% | 02:29 | -01:29 | 00:59 | 01:29 | 04:05 | 11:57 | 03:06 | 02:17 |
 | Aghanim's Shard | 77 | 93.90% | 73.9 | 45.45% | -34.55% | +7.18% | -19.13% | -7.93% | 20:22 | 16:17 | 18:11 | 19:42 | 21:30 | 40:04 | 03:19 | 02:27 |
 | Orb of Corrosion | 18 | 21.95% | 71.7 | 55.56% | +10.25% | -15.56% | +19.44% | 6.65% | 06:26 | 01:43 | 03:00 | 03:57 | 08:16 | 24:55 | 05:16 | 03:54 |
 | Fluffy Hat | 18 | 21.95% | 69.6 | 55.56% | +10.25% | -15.56% | +19.44% | 7.17% | 05:33 | 01:30 | 02:09 | 02:29 | 07:02 | 21:53 | 04:53 | 03:37 |
 | Assault Cuirass | 34 | 41.46% | 67.4 | 47.06% | -0.86% | -2.62% | +2.94% | 0.68% | 29:25 | 20:10 | 26:12 | 27:16 | 34:20 | 42:39 | 08:08 | 06:01 |
 | Black King Bar | 22 | 26.83% | 65.2 | 50.00% | +3.33% | 0.00% | +10.00% | 1.10% | 38:05 | 25:11 | 33:20 | 37:33 | 42:23 | 53:35 | 09:03 | 06:42 |
 | Monkey King Bar | 12 | 14.63% | 63.0 | 58.33% | +12.62% | +8.34% | -25.00% | -1.76% | 33:30 | 19:09 | 20:40 | 35:18 | 39:39 | 46:02 | 18:59 | 14:03 |
 | Wraith Band | 20 | 24.39% | 60.9 | 45.00% | -3.39% | +15.00% | +15.00% | 0.00% | 25:36 | 01:48 | 23:51 | 26:44 | 31:52 | 40:56 | 08:01 | 05:56 |
 | Javelin | 25 | 30.49% | 58.7 | 40.00% | -10.88% | -23.33% | +10.00% | 1.48% | 21:52 | 07:59 | 09:52 | 14:24 | 32:20 | 1:04:24 | 22:28 | 16:38 |
 | Void Stone | 4 | 4.88% | 56.5 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 47:02 | 16:24 | 16:24 | 53:46 | 58:45 | 59:14 | 42:21 | 31:22 |
 | Wind Lace | 4 | 4.88% | 54.3 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 30:42 | 23:27 | 23:27 | 27:42 | 28:10 | 43:28 | 04:43 | 03:29 |
 | Ring of Health | 11 | 13.41% | 52.2 | 45.45% | -2.44% | +21.22% | +21.22% | 0.00% | 43:59 | 35:03 | 37:43 | 43:51 | 46:08 | 58:44 | 08:25 | 06:14 |
 | Moon Shard | 5 | 6.10% | 50.0 | 60.00% | +13.25% | +40.00% | +40.00% | 0.00% | 37:48 | 25:27 | 25:27 | 33:27 | 45:41 | 52:02 | 20:14 | 14:59 |
 | Vanguard | 9 | 10.98% | 47.8 | 44.44% | -3.51% | +55.56% | +5.56% | 0.00% | 41:31 | 35:04 | 35:04 | 43:24 | 46:04 | 47:32 | 11:00 | 08:08 |
 | Refresher Orb | 3 | 3.66% | 45.7 | 66.67% | +19.83% | +33.33% | 0.00% | 0.00% | 57:18 | 53:46 | 53:46 | 58:45 | 59:23 | 59:23 | 05:37 | 04:09 |
 | Mjollnir | 11 | 13.41% | 43.5 | 36.36% | -12.94% | -3.03% | -36.36% | -3.23% | 29:34 | 17:58 | 21:30 | 25:05 | 31:50 | 1:04:24 | 10:20 | 07:39 |
 | Abyssal Blade | 7 | 8.54% | 41.3 | 42.86% | -5.14% | +7.14% | +7.14% | 0.00% | 43:34 | 38:12 | 38:25 | 46:15 | 46:57 | 48:10 | 08:32 | 06:19 |
 | Maelstrom | 15 | 18.29% | 39.1 | 26.67% | -25.57% | -1.67% | -26.67% | -5.43% | 18:24 | 10:21 | 12:36 | 15:29 | 17:12 | 1:04:24 | 04:36 | 03:24 |
 | Bloodthorn | 1 | 1.22% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.22% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.22% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 17:11 | 00:00 | 00:00 |
 | Bracer | 1 | 1.22% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Nullifier | 6 | 7.32% | 28.3 | 33.33% | -15.35% | -33.33% | -33.33% | 0.00% | 35:01 | 26:11 | 28:06 | 30:25 | 42:56 | 50:52 | 14:50 | 10:59 |
 | Helm of Iron Will | 6 | 7.32% | 26.1 | 33.33% | -15.35% | -33.33% | -33.33% | 0.00% | 31:08 | 21:16 | 25:09 | 27:28 | 34:24 | 50:22 | 09:15 | 06:51 |
 | Aghanim's Scepter | 7 | 8.54% | 23.9 | 28.57% | -20.76% | +71.43% | -28.57% | 0.00% | 44:40 | 32:46 | 39:24 | 40:15 | 51:03 | 55:19 | 11:39 | 08:37 |
 | Magic Stick | 7 | 8.54% | 21.7 | 28.57% | -20.76% | -28.57% | +21.43% | 0.00% | 02:36 | -01:29 | -01:29 | 02:24 | 02:45 | 11:48 | 04:14 | 03:08 |
 | Magic Wand | 4 | 4.88% | 19.6 | 25.00% | -23.72% | -25.00% | +75.00% | 0.00% | 12:24 | 07:34 | 07:34 | 08:49 | 12:18 | 20:56 | 04:44 | 03:30 |
 | Hand of Midas | 3 | 3.66% | 17.4 | 0.00% | -49.37% | 0.00% | 0.00% | 0.00% | 11:27 | 10:07 | 10:07 | 10:35 | 13:39 | 13:39 | 03:32 | 02:37 |
 | Swift Blink | 1 | 1.22% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 48:48 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.22% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 54:56 | 00:00 | 00:00 |
 | Silver Edge | 2 | 2.44% | 10.9 | 0.00% | -48.75% | 0.00% | 0.00% | 0.00% | 30:30 | 24:43 | 24:43 | 36:17 | 36:17 | 36:17 | 11:34 | 08:34 |
 | Ghost Scepter | 1 | 1.22% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 2.44% | 6.5 | 0.00% | -48.75% | 0.00% | 0.00% | 0.00% | 27:09 | 22:07 | 22:07 | 32:10 | 32:10 | 32:10 | 10:03 | 07:26 |
 | Crystalys | 4 | 4.88% | 4.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 39:31 | 24:40 | 24:40 | 35:53 | 44:45 | 52:47 | 20:05 | 14:52 |
 | Blink Dagger | 1 | 1.22% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 |