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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 | |
 | Shadow Blade | 4 | 21.05% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 27:01 | 25:56 | 25:56 | 27:05 | 27:27 | 27:35 | 01:31 | 01:07 |
 | Assault Cuirass | 2 | 10.53% | 97.3 | 100.00% | +70.59% | 0.00% | 0.00% | 0.00% | 36:41 | 35:28 | 35:28 | 37:53 | 37:53 | 37:53 | 02:25 | 01:47 |
 | Buckler | 2 | 10.53% | 94.6 | 100.00% | +70.59% | 0.00% | 0.00% | 0.00% | 33:34 | 31:33 | 31:33 | 35:35 | 35:35 | 35:35 | 04:02 | 02:59 |
 | Ring of Protection | 2 | 10.53% | 91.9 | 100.00% | +70.59% | 0.00% | 0.00% | 0.00% | 17:11 | -01:13 | -01:13 | 35:35 | 35:35 | 35:35 | 36:48 | 27:15 |
 | Magic Wand | 16 | 84.21% | 89.2 | 43.75% | +43.75% | -18.75% | +6.25% | 3.57% | 07:34 | -01:29 | 02:05 | 06:59 | 09:05 | 28:48 | 07:00 | 05:11 |
 | Magic Stick | 14 | 73.68% | 86.5 | 42.86% | +22.86% | +7.14% | -9.53% | -4.27% | 02:52 | -01:29 | -01:29 | 01:28 | 05:23 | 11:56 | 06:52 | 05:05 |
 | Chainmail | 19 | 100.00% | 83.8 | 36.84% | +36.84% | -16.84% | +23.16% | 12.06% | 05:26 | 02:12 | 03:26 | 05:09 | 06:45 | 08:44 | 03:19 | 02:27 |
 | Blink Dagger | 19 | 100.00% | 81.1 | 36.84% | +36.84% | +23.16% | -16.84% | -8.45% | 15:57 | 10:35 | 13:14 | 15:39 | 17:58 | 27:09 | 04:44 | 03:30 |
 | Boots of Speed | 19 | 100.00% | 78.4 | 36.84% | +36.84% | +3.16% | +3.16% | 0.00% | 04:17 | 02:10 | 02:46 | 04:15 | 04:35 | 07:45 | 01:49 | 01:20 |
 | Heaven's Halberd | 5 | 26.32% | 75.7 | 60.00% | +31.43% | +40.00% | +40.00% | 0.00% | 30:10 | 19:42 | 19:42 | 33:10 | 36:24 | 38:36 | 16:42 | 12:22 |
 | Phase Boots | 16 | 84.21% | 73.0 | 37.50% | +4.17% | +37.50% | +12.50% | -10.34% | 07:19 | 04:26 | 05:37 | 06:36 | 08:02 | 11:51 | 02:25 | 01:47 |
 | Blade Mail | 18 | 94.74% | 70.3 | 33.33% | -66.67% | +6.67% | +16.67% | 2.64% | 12:51 | 06:37 | 09:27 | 12:15 | 13:14 | 21:22 | 03:47 | 02:48 |
 | Quelling Blade | 14 | 73.68% | 67.6 | 35.71% | -4.29% | -35.71% | -2.38% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Sange | 6 | 31.58% | 64.9 | 50.00% | +19.23% | +50.00% | -50.00% | -7.59% | 27:28 | 17:08 | 20:23 | 27:32 | 33:34 | 34:28 | 13:11 | 09:45 |
 | Bracer | 11 | 57.89% | 62.2 | 36.36% | -1.14% | +30.31% | -36.36% | -66.67% | 01:59 | 01:36 | 01:42 | 02:02 | 02:07 | 02:19 | 00:25 | 00:18 |
 | Ring of Health | 4 | 21.05% | 59.5 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 19:08 | 02:23 | 02:23 | 03:20 | 14:15 | 56:35 | 11:52 | 08:47 |
 | Maelstrom | 1 | 5.26% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.26% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:05 | 31:05 | 31:05 | 31:05 | 31:05 | 31:05 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.26% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.26% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.26% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 27:39 | 00:00 | 00:00 |
 | Wraith Band | 1 | 5.26% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:48 | 01:48 | 01:48 | 01:48 | 01:48 | 01:48 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.26% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.26% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 00:00 | 00:00 |
 | Mjollnir | 1 | 5.26% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |
 | Black King Bar | 13 | 68.42% | 32.4 | 23.08% | -43.59% | +10.25% | -23.08% | -7.09% | 26:24 | 21:02 | 23:16 | 26:39 | 27:58 | 36:32 | 04:42 | 03:28 |
 | Crimson Guard | 2 | 10.53% | 29.7 | 50.00% | +14.71% | +50.00% | 0.00% | 0.00% | 20:59 | 13:23 | 13:23 | 28:35 | 28:35 | 28:35 | 15:12 | 11:15 |
 | Helm of Iron Will | 2 | 10.53% | 27.0 | 50.00% | +14.71% | +50.00% | 0.00% | 0.00% | 19:36 | 10:53 | 10:53 | 28:18 | 28:18 | 28:18 | 17:25 | 12:54 |
 | Bottle | 2 | 10.53% | 24.3 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 03:08 | 02:33 | 02:33 | 03:43 | 03:43 | 03:43 | 01:10 | 00:51 |
 | Javelin | 2 | 10.53% | 21.6 | 50.00% | +14.71% | +50.00% | 0.00% | 0.00% | 29:35 | 21:42 | 21:42 | 37:27 | 37:27 | 37:27 | 15:45 | 11:40 |
 | Power Treads | 2 | 10.53% | 18.9 | 50.00% | +14.71% | +50.00% | 0.00% | 0.00% | 10:24 | 05:12 | 05:12 | 15:36 | 15:36 | 15:36 | 10:24 | 07:42 |
 | Void Stone | 2 | 10.53% | 16.2 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 47:34 | 38:33 | 38:33 | 56:35 | 56:35 | 56:35 | 18:02 | 13:21 |
 | Vanguard | 3 | 15.79% | 13.5 | 33.33% | -4.17% | +66.67% | 0.00% | -6.58% | 08:23 | 04:19 | 04:19 | 06:22 | 14:27 | 14:27 | 10:08 | 07:30 |
 | Monkey King Bar | 1 | 5.26% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 37:32 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.26% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 05:49 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.26% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 10.53% | 2.7 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 44:49 | 42:11 | 42:11 | 47:27 | 47:27 | 47:27 | 05:16 | 03:54 |