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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 | 19 | 100.00% | 100.0 | 36.84% | +36.84% | +23.16% | -36.84% | -43.90% | 07:24 | 05:30 | 06:31 | 07:22 | 07:53 | 09:49 | 01:22 | 01:00 |
 | Quelling Blade | 19 | 100.00% | 97.5 | 36.84% | +36.84% | -16.84% | +3.16% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Boots of Speed | 19 | 100.00% | 95.0 | 36.84% | +36.84% | +3.16% | -16.84% | -13.79% | 05:23 | 02:18 | 04:37 | 05:29 | 06:04 | 07:41 | 01:27 | 01:04 |
 | Phase Boots | 19 | 100.00% | 92.5 | 36.84% | +36.84% | +23.16% | -16.84% | -34.78% | 07:59 | 06:26 | 07:14 | 07:49 | 08:23 | 10:19 | 01:09 | 00:51 |
 | Bracer | 19 | 100.00% | 90.0 | 36.84% | +36.84% | +23.16% | -16.84% | -21.43% | 02:42 | 01:20 | 01:34 | 01:51 | 03:26 | 05:54 | 01:52 | 01:22 |
 | Aghanim's Shard | 16 | 84.21% | 87.5 | 37.50% | +4.17% | +12.50% | -12.50% | -2.14% | 23:11 | 15:01 | 15:56 | 20:20 | 27:37 | 42:01 | 11:41 | 08:39 |
 | Black King Bar | 15 | 78.95% | 85.0 | 33.33% | -16.67% | +16.67% | -8.33% | -3.43% | 19:26 | 12:42 | 14:54 | 17:50 | 22:11 | 33:43 | 07:17 | 05:23 |
 | Magic Stick | 11 | 57.89% | 82.5 | 36.36% | -1.14% | +30.31% | -3.03% | -8.55% | 05:17 | 01:23 | 03:17 | 05:10 | 07:11 | 09:14 | 03:54 | 02:53 |
 | Magic Wand | 11 | 57.89% | 80.0 | 36.36% | -1.14% | -3.03% | -3.03% | 0.00% | 06:38 | 03:33 | 04:48 | 05:54 | 07:57 | 09:36 | 03:09 | 02:20 |
 | Ring of Protection | 8 | 42.11% | 77.5 | 37.50% | +1.14% | +62.50% | +12.50% | -5.36% | 27:55 | 17:29 | 21:16 | 28:05 | 30:36 | 42:00 | 09:20 | 06:54 |
 | Buckler | 8 | 42.11% | 75.0 | 37.50% | +1.14% | +62.50% | +12.50% | -5.35% | 27:55 | 17:29 | 21:16 | 28:05 | 30:37 | 42:00 | 09:21 | 06:55 |
 | Assault Cuirass | 8 | 42.11% | 72.5 | 37.50% | +1.14% | +12.50% | -37.50% | -7.48% | 30:23 | 23:31 | 24:45 | 28:40 | 31:26 | 43:09 | 06:41 | 04:57 |
 | Helm of Iron Will | 4 | 21.05% | 70.0 | 50.00% | +16.67% | +50.00% | -50.00% | -4.25% | 33:47 | 14:36 | 14:36 | 37:48 | 38:08 | 44:34 | 23:32 | 17:25 |
 | Void Stone | 4 | 21.05% | 67.5 | 50.00% | +16.67% | +50.00% | -50.00% | -12.42% | 37:16 | 28:24 | 28:24 | 35:59 | 36:27 | 48:14 | 08:03 | 05:57 |
 | Scythe of Vyse | 4 | 21.05% | 65.0 | 50.00% | +16.67% | +50.00% | -50.00% | -12.85% | 37:20 | 28:40 | 28:40 | 35:59 | 36:27 | 48:14 | 07:47 | 05:45 |
 | Wind Lace | 1 | 5.26% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.26% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 40:53 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 5.26% | 57.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Crown | 1 | 5.26% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.26% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.26% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.26% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 17:20 | 00:00 | 00:00 |
 | Vanguard | 1 | 5.26% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 11:58 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 5.26% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.26% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 00:00 | 00:00 |
 | Heaven's Halberd | 6 | 31.58% | 37.5 | 33.33% | -5.13% | +16.67% | -33.33% | -7.71% | 17:00 | 12:45 | 13:53 | 14:08 | 20:22 | 26:20 | 06:29 | 04:48 |
 | Sange | 7 | 36.84% | 35.0 | 28.57% | -13.10% | +21.43% | -28.57% | -8.85% | 16:30 | 10:53 | 12:11 | 14:08 | 17:50 | 24:36 | 05:39 | 04:11 |
 | Orchid Malevolence | 2 | 10.53% | 32.5 | 50.00% | +14.71% | -50.00% | 0.00% | 0.00% | 18:32 | 15:59 | 15:59 | 21:05 | 21:05 | 21:05 | 05:06 | 03:46 |
 | Bottle | 13 | 68.42% | 30.0 | 15.38% | -67.95% | -15.38% | +17.95% | 19.23% | 03:09 | 01:18 | 01:35 | 02:34 | 03:19 | 10:09 | 01:44 | 01:17 |
 | Nullifier | 3 | 15.79% | 27.5 | 33.33% | -4.17% | +66.67% | 0.00% | 0.00% | 40:40 | 38:10 | 38:10 | 39:10 | 44:39 | 44:39 | 06:29 | 04:48 |
 | Cornucopia | 3 | 15.79% | 25.0 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 28:38 | 15:27 | 15:27 | 21:05 | 49:23 | 49:23 | 33:56 | 25:08 |
 | Blade Mail | 4 | 21.05% | 22.5 | 25.00% | -15.00% | -25.00% | -25.00% | 0.00% | 12:39 | 11:08 | 11:08 | 12:18 | 12:48 | 14:23 | 01:40 | 01:14 |
 | Aghanim's Scepter | 7 | 36.84% | 20.0 | 14.29% | -35.71% | +35.71% | -14.29% | -14.71% | 36:28 | 29:04 | 32:03 | 34:05 | 35:27 | 54:34 | 03:24 | 02:31 |
 | Yasha | 1 | 5.26% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 5.26% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 10.53% | 12.5 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 20:30 | 19:38 | 19:38 | 21:21 | 21:21 | 21:21 | 01:43 | 01:16 |
 | Crystalys | 2 | 10.53% | 10.0 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 24:24 | 24:14 | 24:14 | 24:33 | 24:33 | 24:33 | 00:19 | 00:14 |
 | Radiance | 2 | 10.53% | 7.5 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 25:12 | 21:36 | 21:36 | 28:48 | 28:48 | 28:48 | 07:12 | 05:20 |
 | Silver Edge | 2 | 10.53% | 5.0 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 25:09 | 24:47 | 24:47 | 25:31 | 25:31 | 25:31 | 00:44 | 00:32 |
 | Linken's Sphere | 1 | 5.26% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:19 | 50:19 | 50:19 | 50:19 | 50:19 | 50:19 | 00:00 | 00:00 |