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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 | |
 | Chainmail | 23 | 88.46% | 100.0 | 47.83% | +47.83% | -14.50% | -14.50% | 0.00% | 07:33 | 05:03 | 05:59 | 06:56 | 08:23 | 13:15 | 02:24 | 01:46 |
 | Phase Boots | 23 | 88.46% | 97.5 | 47.83% | +47.83% | +2.17% | -14.50% | -7.58% | 08:11 | 05:44 | 06:54 | 07:47 | 09:06 | 14:09 | 02:12 | 01:37 |
 | Magic Stick | 21 | 80.77% | 95.0 | 47.62% | +27.62% | -27.62% | +32.38% | 9.21% | 03:47 | -01:30 | 00:03 | 02:46 | 06:34 | 13:55 | 06:31 | 04:49 |
 | Black King Bar | 25 | 96.15% | 92.5 | 44.00% | +44.00% | +39.33% | +22.67% | -3.90% | 18:10 | 13:17 | 15:24 | 17:12 | 19:40 | 27:23 | 04:16 | 03:09 |
 | Magic Wand | 19 | 73.08% | 90.0 | 47.37% | +18.80% | -7.37% | +12.63% | 4.15% | 07:58 | -00:17 | 05:04 | 07:54 | 09:53 | 14:27 | 04:49 | 03:34 |
 | Silver Edge | 11 | 42.31% | 87.5 | 54.55% | +21.22% | +45.45% | -21.22% | -10.28% | 27:00 | 19:42 | 23:01 | 26:19 | 29:30 | 38:03 | 06:29 | 04:48 |
 | Quelling Blade | 26 | 100.00% | 85.0 | 42.31% | +42.31% | +14.83% | +7.69% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 26 | 100.00% | 82.5 | 42.31% | +42.31% | -13.74% | -8.98% | 1.38% | 04:58 | 01:14 | 03:18 | 05:00 | 06:45 | 08:44 | 03:27 | 02:33 |
 | Bracer | 14 | 53.85% | 80.0 | 50.00% | +16.67% | +25.00% | -50.00% | -42.06% | 04:21 | 01:38 | 02:58 | 04:10 | 04:45 | 10:20 | 01:47 | 01:19 |
 | Orchid Malevolence | 4 | 15.38% | 77.5 | 75.00% | +38.64% | +25.00% | -75.00% | 0.00% | 29:40 | 14:56 | 14:56 | 19:04 | 21:33 | 1:03:08 | 06:37 | 04:54 |
 | Shadow Blade | 12 | 46.15% | 75.0 | 50.00% | +14.29% | +16.67% | -16.67% | -4.08% | 25:37 | 16:09 | 20:53 | 23:51 | 29:03 | 41:35 | 08:10 | 06:02 |
 | Crystalys | 16 | 61.54% | 72.5 | 43.75% | +3.75% | +31.25% | -18.75% | -6.11% | 26:33 | 18:41 | 20:44 | 26:00 | 28:55 | 37:41 | 08:11 | 06:03 |
 | Bottle | 14 | 53.85% | 70.0 | 42.86% | +1.19% | +7.14% | +23.81% | 16.67% | 01:53 | 00:54 | 01:27 | 01:50 | 02:06 | 03:11 | 00:39 | 00:28 |
 | Aghanim's Scepter | 3 | 11.54% | 67.5 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 31:55 | 27:16 | 27:16 | 28:08 | 40:22 | 40:22 | 13:06 | 09:42 |
 | Helm of Iron Will | 13 | 50.00% | 65.0 | 30.77% | -23.08% | +2.56% | +2.56% | 0.00% | 10:42 | 02:42 | 03:15 | 09:34 | 11:10 | 40:38 | 07:55 | 05:51 |
 | Assault Cuirass | 13 | 50.00% | 62.5 | 30.77% | -23.08% | +35.90% | +2.56% | -4.39% | 29:57 | 22:15 | 24:22 | 29:54 | 31:58 | 43:09 | 07:36 | 05:37 |
 | Buckler | 14 | 53.85% | 60.0 | 28.57% | -29.76% | +21.43% | +4.76% | -2.25% | 28:02 | 21:23 | 23:31 | 26:40 | 30:55 | 42:57 | 07:24 | 05:28 |
 | Ring of Protection | 16 | 61.54% | 57.5 | 25.00% | -45.00% | -25.00% | 0.00% | 1.88% | 23:47 | -01:28 | 15:42 | 23:48 | 29:01 | 42:56 | 13:19 | 09:51 |
 | Nullifier | 1 | 3.85% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.85% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Daedalus | 1 | 3.85% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 11 | 42.31% | 47.5 | 27.27% | -26.06% | +6.06% | +6.06% | 0.00% | 10:53 | 06:51 | 07:32 | 10:56 | 12:34 | 15:47 | 05:02 | 03:43 |
 | Yasha | 2 | 7.69% | 45.0 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 23:50 | 21:32 | 21:32 | 26:07 | 26:07 | 26:07 | 04:35 | 03:23 |
 | Sange and Yasha | 2 | 7.69% | 42.5 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 24:09 | 21:47 | 21:47 | 26:30 | 26:30 | 26:30 | 04:43 | 03:29 |
 | Morbid Mask | 3 | 11.54% | 40.0 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 34:52 | 28:41 | 28:41 | 37:52 | 38:03 | 38:03 | 09:22 | 06:56 |
 | Satanic | 3 | 11.54% | 37.5 | 33.33% | -10.15% | -33.33% | 0.00% | 0.00% | 37:07 | 34:48 | 34:48 | 38:12 | 38:21 | 38:21 | 03:33 | 02:37 |
 | Ring of Health | 4 | 15.38% | 35.0 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 33:37 | 04:14 | 04:14 | 31:43 | 45:51 | 52:39 | 41:37 | 30:49 |
 | Sange | 6 | 23.08% | 32.5 | 16.67% | -33.33% | -16.67% | -16.67% | 0.00% | 22:58 | 16:34 | 19:07 | 21:13 | 26:29 | 31:16 | 07:22 | 05:27 |
 | Void Stone | 6 | 23.08% | 30.0 | 16.67% | -33.33% | +33.33% | -16.67% | -4.48% | 39:46 | 31:54 | 34:41 | 36:01 | 45:51 | 52:40 | 11:10 | 08:16 |
 | Soul Ring | 3 | 11.54% | 27.5 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 13:40 | 12:13 | 12:13 | 13:03 | 15:43 | 15:43 | 03:30 | 02:35 |
 | Aghanim's Shard | 3 | 11.54% | 25.0 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 40:09 | 30:59 | 30:59 | 37:49 | 51:39 | 51:39 | 20:40 | 15:18 |
 | Scythe of Vyse | 3 | 11.54% | 22.5 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 36:03 | 34:41 | 34:41 | 36:01 | 37:26 | 37:26 | 02:45 | 02:02 |
 | Vanguard | 1 | 3.85% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 07:52 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 7.69% | 17.5 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 23:34 | 19:26 | 19:26 | 27:42 | 27:42 | 27:42 | 08:16 | 06:07 |
 | Refresher Orb | 1 | 3.85% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:51 | 45:51 | 45:51 | 45:51 | 45:51 | 45:51 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 3.85% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.85% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:50 | 07:50 | 07:50 | 07:50 | 07:50 | 07:50 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.85% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:09 | 1:03:09 | 1:03:09 | 1:03:09 | 1:03:09 | 1:03:09 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.85% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.85% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 |