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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 | |
 | Kaya | 23 | 69.70% | 100.0 | 52.17% | +42.17% | -2.17% | -2.17% | 0.00% | 19:04 | 10:56 | 15:33 | 19:33 | 21:17 | 27:54 | 05:44 | 04:14 |
 | Kaya and Sange | 22 | 66.67% | 97.2 | 50.00% | +31.82% | +16.67% | +10.00% | -0.84% | 22:47 | 14:42 | 19:05 | 21:34 | 27:00 | 32:50 | 07:55 | 05:51 |
 | Sange | 23 | 69.70% | 94.4 | 47.83% | +27.83% | +18.84% | -14.50% | -4.15% | 22:22 | 12:07 | 18:12 | 22:38 | 26:14 | 32:50 | 08:02 | 05:57 |
 | Aghanim's Scepter | 6 | 18.18% | 91.7 | 66.67% | +33.34% | -16.67% | -66.67% | 0.00% | 24:24 | 15:40 | 18:10 | 23:15 | 31:51 | 32:56 | 13:41 | 10:08 |
 | Boots of Speed | 33 | 100.00% | 88.9 | 39.39% | +39.39% | -1.89% | -14.39% | -7.28% | 06:05 | 02:21 | 05:01 | 05:42 | 06:44 | 12:09 | 01:43 | 01:16 |
 | Magic Stick | 33 | 100.00% | 86.1 | 39.39% | +39.39% | -26.89% | -1.89% | 13.51% | 02:44 | -01:29 | 01:52 | 02:47 | 03:43 | 07:43 | 01:51 | 01:22 |
 | Magic Wand | 33 | 100.00% | 83.3 | 39.39% | +39.39% | -1.89% | +10.61% | 4.12% | 05:19 | 01:11 | 03:36 | 05:12 | 06:38 | 10:58 | 03:02 | 02:14 |
 | Power Treads | 33 | 100.00% | 80.6 | 39.39% | +39.39% | +10.61% | -26.89% | -17.31% | 07:51 | 05:32 | 06:41 | 07:26 | 08:51 | 13:48 | 02:10 | 01:36 |
 | Bottle | 31 | 93.94% | 77.8 | 38.71% | -11.29% | +23.79% | -13.71% | -37.50% | 01:50 | 01:03 | 01:23 | 01:39 | 02:02 | 03:40 | 00:39 | 00:28 |
 | Witch Blade | 23 | 69.70% | 75.0 | 39.13% | -0.87% | -22.46% | -22.46% | 0.00% | 15:09 | 11:31 | 12:23 | 13:47 | 14:22 | 25:33 | 01:59 | 01:28 |
 | Null Talisman | 10 | 30.30% | 72.2 | 50.00% | +15.22% | +16.67% | -50.00% | -35.40% | 04:29 | 01:43 | 03:35 | 04:19 | 05:28 | 07:07 | 01:53 | 01:23 |
 | Chainmail | 22 | 66.67% | 69.4 | 36.36% | -9.09% | -19.69% | -36.36% | -6.99% | 13:19 | 06:41 | 11:27 | 12:17 | 13:50 | 24:04 | 02:23 | 01:45 |
 | Black King Bar | 19 | 57.58% | 66.7 | 36.84% | -6.02% | +23.16% | -16.84% | -17.52% | 22:08 | 15:06 | 20:01 | 21:17 | 22:18 | 31:24 | 02:17 | 01:41 |
 | Shiva's Guard | 8 | 24.24% | 63.9 | 50.00% | +14.00% | 0.00% | -50.00% | -7.25% | 36:19 | 28:25 | 31:21 | 33:37 | 38:15 | 50:00 | 06:54 | 05:06 |
 | Cornucopia | 6 | 18.18% | 61.1 | 50.00% | +12.96% | 0.00% | +50.00% | 0.00% | 19:06 | 14:11 | 14:44 | 17:13 | 21:24 | 29:22 | 06:40 | 04:56 |
 | Ring of Health | 6 | 18.18% | 58.3 | 50.00% | +12.96% | 0.00% | +50.00% | 0.00% | 31:06 | 23:27 | 27:56 | 28:29 | 33:51 | 42:42 | 05:55 | 04:22 |
 | Linken's Sphere | 6 | 18.18% | 55.6 | 50.00% | +12.96% | 0.00% | +50.00% | 0.00% | 27:41 | 22:25 | 26:30 | 27:44 | 29:22 | 31:33 | 02:52 | 02:07 |
 | Void Stone | 7 | 21.21% | 52.8 | 42.86% | +4.40% | +7.14% | +7.14% | 0.00% | 31:49 | 22:48 | 25:00 | 30:50 | 33:53 | 44:44 | 08:53 | 06:34 |
 | Vanguard | 1 | 3.03% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.03% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 25:35 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.03% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 42:59 | 00:00 | 00:00 |
 | Aghanim's Shard | 6 | 18.18% | 41.7 | 33.33% | -7.41% | +16.67% | -33.33% | 0.00% | 28:57 | 19:09 | 24:43 | 27:13 | 31:32 | 41:44 | 06:49 | 05:02 |
 | Octarine Core | 2 | 6.06% | 38.9 | 50.00% | +11.29% | +50.00% | 0.00% | 0.00% | 32:12 | 30:15 | 30:15 | 34:08 | 34:08 | 34:08 | 03:53 | 02:52 |
 | Scythe of Vyse | 2 | 6.06% | 36.1 | 50.00% | +11.29% | +50.00% | 0.00% | 0.00% | 40:54 | 37:04 | 37:04 | 44:44 | 44:44 | 44:44 | 07:40 | 05:40 |
 | Orchid Malevolence | 3 | 9.09% | 33.3 | 33.33% | -6.67% | +66.67% | 0.00% | 0.00% | 15:24 | 14:11 | 14:11 | 14:44 | 17:16 | 17:16 | 03:05 | 02:17 |
 | Falcon Blade | 4 | 12.12% | 30.6 | 25.00% | -16.38% | -25.00% | -25.00% | 0.00% | 06:04 | 05:05 | 05:05 | 05:42 | 06:06 | 07:24 | 01:01 | 00:45 |
 | Fluffy Hat | 4 | 12.12% | 27.8 | 25.00% | -16.38% | -25.00% | -25.00% | 0.00% | 04:54 | 04:08 | 04:08 | 04:48 | 05:12 | 05:26 | 01:04 | 00:47 |
 | Heaven's Halberd | 1 | 3.03% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.03% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Buckler | 1 | 3.03% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 3.03% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 41:56 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.03% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.03% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 |
 | Phylactery | 1 | 3.03% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 |
 | Diadem | 1 | 3.03% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.03% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 |