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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 | |
 | Sange | 3 | 10.71% | 100.0 | 100.00% | +76.00% | 0.00% | 0.00% | 0.00% | 26:34 | 23:00 | 23:00 | 26:28 | 30:14 | 30:14 | 07:14 | 05:21 |
 | Heaven's Halberd | 3 | 10.71% | 97.1 | 100.00% | +76.00% | 0.00% | 0.00% | 0.00% | 28:19 | 26:06 | 26:06 | 28:20 | 30:32 | 30:32 | 04:26 | 03:17 |
 | Wind Lace | 9 | 32.14% | 94.1 | 66.67% | +50.88% | +33.33% | -16.67% | -15.15% | 05:30 | 03:13 | 03:26 | 05:17 | 06:44 | 08:26 | 03:18 | 02:26 |
 | Skull Basher | 7 | 25.00% | 91.2 | 71.43% | +52.38% | +28.57% | +28.57% | 0.00% | 32:16 | 27:29 | 29:29 | 31:47 | 31:58 | 38:40 | 02:29 | 01:50 |
 | Armlet of Mordiggian | 8 | 28.57% | 88.2 | 62.50% | +42.50% | +37.50% | -62.50% | -39.47% | 11:05 | 07:47 | 09:27 | 10:10 | 11:59 | 14:14 | 02:32 | 01:52 |
 | Magic Stick | 19 | 67.86% | 85.3 | 42.11% | +31.00% | -22.11% | +17.89% | 6.22% | 03:31 | -01:29 | -01:29 | 02:08 | 07:55 | 16:27 | 09:24 | 06:57 |
 | Helm of Iron Will | 13 | 46.43% | 82.4 | 46.15% | +26.15% | +53.85% | -12.82% | -2.20% | 16:57 | 01:17 | 02:25 | 08:48 | 32:43 | 44:43 | 30:18 | 22:26 |
 | Aghanim's Shard | 20 | 71.43% | 79.4 | 40.00% | +27.50% | 0.00% | 0.00% | 0.00% | 17:16 | 15:00 | 15:02 | 15:09 | 17:19 | 28:25 | 02:17 | 01:41 |
 | Black King Bar | 24 | 85.71% | 76.5 | 37.50% | +37.50% | +12.50% | -4.17% | -3.36% | 21:58 | 16:12 | 19:07 | 22:03 | 24:05 | 28:23 | 04:58 | 03:40 |
 | Boots of Speed | 28 | 100.00% | 73.5 | 32.14% | +32.14% | +25.00% | -3.57% | -11.90% | 04:02 | -01:29 | 02:37 | 04:09 | 05:01 | 09:08 | 02:24 | 01:46 |
 | Magic Wand | 18 | 64.29% | 70.6 | 33.33% | +3.33% | +26.67% | -8.33% | -4.83% | 08:08 | -01:29 | 03:32 | 08:37 | 10:47 | 18:41 | 07:15 | 05:22 |
 | Blink Dagger | 21 | 75.00% | 67.6 | 28.57% | -14.29% | -28.57% | +31.43% | 10.17% | 24:25 | 13:10 | 21:52 | 25:00 | 27:46 | 32:37 | 05:54 | 04:22 |
 | Quelling Blade | 17 | 60.71% | 64.7 | 29.41% | -6.95% | +20.59% | -4.41% | -25.00% | 00:10 | -01:29 | -01:29 | -01:29 | -01:28 | 14:54 | 00:01 | 00:00 |
 | Phase Boots | 20 | 71.43% | 61.8 | 25.00% | -25.00% | -5.00% | -5.00% | 0.00% | 08:11 | 05:30 | 06:52 | 07:44 | 08:57 | 12:36 | 02:05 | 01:32 |
 | Chainmail | 20 | 71.43% | 58.8 | 25.00% | -25.00% | -5.00% | -5.00% | 0.00% | 06:25 | 03:05 | 04:29 | 06:26 | 06:57 | 12:05 | 02:28 | 01:49 |
 | Aghanim's Scepter | 1 | 3.57% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.57% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 37:57 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.57% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.57% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.57% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Bracer | 21 | 75.00% | 41.2 | 19.05% | -52.38% | +0.95% | +20.95% | 20.00% | 02:35 | 01:18 | 01:40 | 02:22 | 02:37 | 08:28 | 00:57 | 00:42 |
 | Nullifier | 6 | 21.43% | 38.2 | 33.33% | +1.51% | -33.33% | -33.33% | 0.00% | 38:10 | 32:45 | 33:30 | 37:10 | 40:11 | 47:25 | 06:41 | 04:57 |
 | Assault Cuirass | 2 | 7.14% | 35.3 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 32:55 | 24:47 | 24:47 | 41:02 | 41:02 | 41:02 | 16:15 | 12:02 |
 | Buckler | 2 | 7.14% | 32.4 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 31:35 | 23:16 | 23:16 | 39:53 | 39:53 | 39:53 | 16:37 | 12:18 |
 | Ring of Protection | 2 | 7.14% | 32.4 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 31:35 | 23:16 | 23:16 | 39:53 | 39:53 | 39:53 | 16:37 | 12:18 |
 | Ring of Health | 3 | 10.71% | 26.5 | 33.33% | +1.33% | +66.67% | 0.00% | 0.00% | 41:36 | 37:25 | 37:25 | 38:57 | 48:25 | 48:25 | 11:00 | 08:08 |
 | Power Treads | 5 | 17.86% | 23.5 | 20.00% | -14.78% | -20.00% | -20.00% | 0.00% | 08:09 | 04:27 | 04:27 | 07:34 | 10:47 | 11:31 | 06:20 | 04:41 |
 | Hand of Midas | 1 | 3.57% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 11:33 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 7.14% | 17.6 | 0.00% | -34.62% | 0.00% | 0.00% | 0.00% | 43:48 | 39:11 | 39:11 | 48:25 | 48:25 | 48:25 | 09:14 | 06:50 |
 | Echo Sabre | 1 | 3.57% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.57% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 |
 | Void Stone | 2 | 7.14% | 8.8 | 0.00% | -34.62% | 0.00% | 0.00% | 0.00% | 43:48 | 39:10 | 39:10 | 48:25 | 48:25 | 48:25 | 09:15 | 06:51 |
 | Swift Blink | 1 | 3.57% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 |
 | Bottle | 1 | 3.57% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:45 | 00:45 | 00:45 | 00:45 | 00:45 | 00:45 | 00:00 | 00:00 |