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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 | |
 | Bloodthorn | 5 | 13.16% | 100.0 | 100.00% | +69.70% | 0.00% | 0.00% | 0.00% | 38:03 | 31:16 | 31:16 | 37:56 | 38:59 | 50:32 | 07:43 | 05:42 |
 | Void Stone | 7 | 18.42% | 97.6 | 85.71% | +56.68% | -35.71% | +14.29% | 7.08% | 33:27 | 15:58 | 28:36 | 35:05 | 35:40 | 49:55 | 07:04 | 05:14 |
 | Assault Cuirass | 9 | 23.68% | 95.1 | 77.78% | +50.19% | +22.22% | +22.22% | 0.00% | 33:03 | 24:17 | 27:51 | 34:04 | 34:18 | 44:36 | 06:27 | 04:46 |
 | Buckler | 9 | 23.68% | 92.7 | 77.78% | +50.19% | +22.22% | +22.22% | 0.00% | 31:49 | 22:26 | 25:18 | 33:17 | 34:11 | 44:28 | 08:53 | 06:34 |
 | Orchid Malevolence | 6 | 15.79% | 90.2 | 83.33% | +52.08% | -33.33% | +16.67% | 4.82% | 33:53 | 16:15 | 28:36 | 31:16 | 38:59 | 50:32 | 10:23 | 07:41 |
 | Mage Slayer | 8 | 21.05% | 87.8 | 75.00% | +45.00% | +25.00% | +25.00% | 0.00% | 30:05 | 22:03 | 23:31 | 25:05 | 31:32 | 49:50 | 08:01 | 05:56 |
 | Ring of Protection | 12 | 31.58% | 85.4 | 66.67% | +39.75% | -33.34% | +33.33% | 2.71% | 25:26 | 03:09 | 09:13 | 27:26 | 33:47 | 44:28 | 24:34 | 18:11 |
 | Echo Sabre | 31 | 81.58% | 82.9 | 45.16% | +30.87% | +4.84% | -7.66% | -9.49% | 15:48 | 12:14 | 14:52 | 15:23 | 16:11 | 24:07 | 01:19 | 00:58 |
 | Armlet of Mordiggian | 33 | 86.84% | 80.5 | 42.42% | +22.42% | -4.92% | -17.42% | -8.62% | 12:01 | 09:29 | 11:00 | 11:41 | 12:27 | 18:06 | 01:27 | 01:04 |
 | Helm of Iron Will | 34 | 89.47% | 78.0 | 41.18% | +16.18% | +25.49% | -16.18% | -21.37% | 11:06 | 05:21 | 09:15 | 10:21 | 11:12 | 30:51 | 01:57 | 01:26 |
 | Power Treads | 38 | 100.00% | 75.6 | 39.47% | +39.47% | +0.53% | -6.14% | -5.80% | 06:16 | 04:20 | 05:21 | 05:52 | 06:30 | 10:24 | 01:09 | 00:51 |
 | Boots of Speed | 38 | 100.00% | 73.2 | 39.47% | +39.47% | +10.53% | -28.36% | -16.79% | 03:49 | 01:20 | 02:36 | 03:27 | 04:55 | 08:51 | 02:19 | 01:42 |
 | Black King Bar | 32 | 84.21% | 70.7 | 40.63% | +7.30% | +9.37% | -3.13% | -3.46% | 23:16 | 16:50 | 20:11 | 22:33 | 23:48 | 42:32 | 03:37 | 02:40 |
 | Magic Wand | 30 | 78.95% | 68.3 | 40.00% | +2.50% | -2.50% | +31.43% | 5.77% | 03:33 | -01:29 | 00:24 | 02:02 | 06:17 | 18:43 | 05:53 | 04:21 |
 | Quelling Blade | 31 | 81.58% | 65.9 | 38.71% | -4.15% | -13.71% | +11.29% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Eye of Skadi | 4 | 10.53% | 63.4 | 75.00% | +39.71% | +25.00% | +25.00% | 0.00% | 37:22 | 23:47 | 23:47 | 32:24 | 36:47 | 56:31 | 13:00 | 09:37 |
 | Arcane Blink | 2 | 5.26% | 61.0 | 100.00% | +63.89% | 0.00% | 0.00% | 0.00% | 35:13 | 29:49 | 29:49 | 40:36 | 40:36 | 40:36 | 10:47 | 07:59 |
 | Heart of Tarrasque | 2 | 5.26% | 58.5 | 100.00% | +63.89% | 0.00% | 0.00% | 0.00% | 27:16 | 21:41 | 21:41 | 32:50 | 32:50 | 32:50 | 11:09 | 08:15 |
 | Skull Basher | 2 | 5.26% | 56.1 | 100.00% | +63.89% | 0.00% | 0.00% | 0.00% | 26:20 | 25:11 | 25:11 | 27:29 | 27:29 | 27:29 | 02:18 | 01:42 |
 | Blink Dagger | 27 | 71.05% | 53.7 | 37.04% | -8.41% | +20.10% | -8.47% | -4.43% | 21:18 | 12:12 | 17:55 | 19:26 | 24:22 | 31:22 | 06:27 | 04:46 |
 | Magic Stick | 28 | 73.68% | 51.2 | 32.14% | -27.86% | -3.57% | -17.85% | -14.28% | -00:12 | -01:29 | -01:29 | -01:28 | 01:07 | 05:30 | 02:36 | 01:55 |
 | Aghanim's Shard | 20 | 52.63% | 48.8 | 30.00% | -20.00% | +30.00% | -10.00% | -5.33% | 29:59 | 16:31 | 26:26 | 28:05 | 33:56 | 45:56 | 07:30 | 05:33 |
 | Bracer | 13 | 34.21% | 46.3 | 30.77% | -13.23% | +35.90% | -30.77% | -44.95% | 02:50 | 00:20 | 01:30 | 02:50 | 02:59 | 09:11 | 01:29 | 01:05 |
 | Aether Lens | 1 | 2.63% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.63% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 47:43 | 00:00 | 00:00 |
 | Satanic | 1 | 2.63% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 00:00 | 00:00 |
 | Butterfly | 1 | 2.63% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.63% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 23:06 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.63% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.63% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 00:00 | 00:00 |
 | Shadow Blade | 8 | 21.05% | 26.8 | 25.00% | -18.33% | +25.00% | -25.00% | -6.47% | 31:34 | 22:20 | 23:01 | 29:54 | 30:45 | 53:06 | 07:44 | 05:43 |
 | Hand of Midas | 2 | 5.26% | 24.4 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 13:38 | 12:47 | 12:47 | 14:28 | 14:28 | 14:28 | 01:41 | 01:14 |
 | Soul Ring | 3 | 7.89% | 22.0 | 33.33% | -6.67% | -33.33% | 0.00% | 0.00% | 07:04 | 05:09 | 05:09 | 06:51 | 09:13 | 09:13 | 04:04 | 03:00 |
 | Silver Edge | 3 | 7.89% | 19.5 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 33:29 | 26:39 | 26:39 | 31:27 | 42:22 | 42:22 | 15:43 | 11:38 |
 | Crystalys | 3 | 7.89% | 17.1 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 33:24 | 26:39 | 26:39 | 31:13 | 42:19 | 42:19 | 15:40 | 11:36 |
 | Sange and Yasha | 1 | 2.63% | 14.6 | 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 |
 | Nullifier | 1 | 2.63% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Wind Lace | 2 | 5.26% | 9.8 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 06:40 | 05:49 | 05:49 | 07:30 | 07:30 | 07:30 | 01:41 | 01:14 |
 | Heaven's Halberd | 1 | 2.63% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Yasha | 1 | 2.63% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Sange | 2 | 5.26% | 2.4 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 16:45 | 14:33 | 14:33 | 18:57 | 18:57 | 18:57 | 04:24 | 03:15 |