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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 | |
 | Assault Cuirass | 4 | 28.57% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:23 | 22:49 | 22:49 | 24:01 | 26:14 | 40:26 | 03:25 | 02:31 |
 | Ring of Protection | 4 | 28.57% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:18 | 20:29 | 20:29 | 23:48 | 25:26 | 39:29 | 04:57 | 03:40 |
 | Buckler | 4 | 28.57% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:18 | 20:29 | 20:29 | 23:48 | 25:26 | 39:29 | 04:57 | 03:40 |
 | Aghanim's Shard | 9 | 64.29% | 91.2 | 77.78% | +37.78% | -27.78% | +22.22% | 5.39% | 22:26 | 15:10 | 16:33 | 24:27 | 25:50 | 30:05 | 09:17 | 06:52 |
 | Magic Stick | 11 | 78.57% | 88.2 | 72.73% | +39.40% | +27.27% | -39.40% | -14.19% | 05:20 | 02:07 | 02:17 | 06:20 | 06:59 | 08:02 | 04:42 | 03:28 |
 | Shiva's Guard | 3 | 21.43% | 85.3 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 26:12 | 24:08 | 24:08 | 26:22 | 28:05 | 28:05 | 03:57 | 02:55 |
 | Boots of Speed | 14 | 100.00% | 82.4 | 64.29% | +64.29% | +10.71% | -30.96% | -15.82% | 04:55 | 03:01 | 03:33 | 04:52 | 06:11 | 07:04 | 02:38 | 01:57 |
 | Chainmail | 14 | 100.00% | 79.4 | 64.29% | +64.29% | +35.71% | +2.38% | -29.41% | 06:56 | 05:10 | 06:11 | 06:53 | 07:19 | 08:57 | 01:08 | 00:50 |
 | Phase Boots | 14 | 100.00% | 76.5 | 64.29% | +64.29% | +35.71% | +35.71% | 0.00% | 07:37 | 05:48 | 06:53 | 07:37 | 08:09 | 09:35 | 01:16 | 00:56 |
 | Quelling Blade | 14 | 100.00% | 73.5 | 64.29% | +64.29% | -39.29% | +2.38% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 14 | 100.00% | 70.6 | 64.29% | +64.29% | +10.71% | -30.96% | -8.62% | 17:07 | 13:59 | 14:25 | 16:09 | 19:15 | 23:43 | 04:50 | 03:34 |
 | Bracer | 11 | 78.57% | 67.6 | 63.64% | -3.03% | +3.03% | -30.31% | -20.62% | 02:37 | 01:16 | 01:36 | 03:08 | 03:13 | 03:49 | 01:37 | 01:11 |
 | Bottle | 11 | 78.57% | 64.7 | 63.64% | -3.03% | +36.36% | +3.03% | -33.33% | 02:27 | 01:11 | 01:21 | 01:47 | 02:05 | 08:00 | 00:44 | 00:32 |
 | Magic Wand | 9 | 64.29% | 61.8 | 66.67% | +6.67% | -16.67% | +33.33% | 14.08% | 07:18 | 04:03 | 04:57 | 07:58 | 08:30 | 08:56 | 03:33 | 02:37 |
 | Void Stone | 4 | 28.57% | 58.8 | 75.00% | +15.00% | -75.00% | +25.00% | 3.97% | 39:30 | 21:55 | 21:55 | 35:07 | 47:07 | 53:51 | 25:12 | 18:40 |
 | Heaven's Halberd | 2 | 14.29% | 55.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 22:15 | 21:42 | 21:42 | 22:48 | 22:48 | 22:48 | 01:06 | 00:48 |
 | Sange | 2 | 14.29% | 52.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 20:14 | 19:40 | 19:40 | 20:48 | 20:48 | 20:48 | 01:08 | 00:50 |
 | Refresher Orb | 2 | 14.29% | 50.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 51:00 | 47:42 | 47:42 | 54:17 | 54:17 | 54:17 | 06:35 | 04:52 |
 | Aghanim's Scepter | 2 | 14.29% | 47.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:16 | 32:08 | 32:08 | 40:24 | 40:24 | 40:24 | 08:16 | 06:07 |
 | Scythe of Vyse | 2 | 14.29% | 44.1 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 53:09 | 35:07 | 35:07 | 1:11:10 | 1:11:10 | 1:11:10 | 36:03 | 26:42 |
 | Ring of Health | 2 | 14.29% | 41.2 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 47:03 | 47:00 | 47:00 | 47:06 | 47:06 | 47:06 | 00:06 | 00:04 |
 | Blade Mail | 3 | 21.43% | 38.2 | 66.67% | +3.03% | +33.33% | 0.00% | 0.00% | 12:40 | 11:58 | 11:58 | 12:57 | 13:06 | 13:06 | 01:08 | 00:50 |
 | Crystalys | 3 | 21.43% | 35.3 | 66.67% | +3.03% | -66.67% | 0.00% | 0.00% | 30:16 | 26:04 | 26:04 | 31:19 | 33:25 | 33:25 | 07:21 | 05:26 |
 | Blink Dagger | 3 | 21.43% | 32.4 | 66.67% | +3.03% | -66.67% | 0.00% | 0.00% | 29:52 | 26:42 | 26:42 | 28:15 | 34:38 | 34:38 | 07:56 | 05:52 |
 | Vanguard | 1 | 7.14% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 00:00 | 00:00 |
 | Skull Basher | 1 | 7.14% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 7.14% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Satanic | 1 | 7.14% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 7.14% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 7.14% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 40:03 | 00:00 | 00:00 |
 | Wind Lace | 1 | 7.14% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:23 | 08:23 | 08:23 | 08:23 | 08:23 | 08:23 | 00:00 | 00:00 |
 | Moon Shard | 1 | 7.14% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:46 | 1:07:46 | 1:07:46 | 1:07:46 | 1:07:46 | 1:07:46 | 00:00 | 00:00 |
 | Silver Edge | 1 | 7.14% | 5.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 7.14% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 22:05 | 00:00 | 00:00 |