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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 | |
 | Aghanim's Scepter | 19 | 79.17% | 100.0 | 47.37% | +27.37% | +12.63% | -27.37% | -8.42% | 26:48 | 15:59 | 23:44 | 27:27 | 28:29 | 37:32 | 04:45 | 03:31 |
 | Arcane Boots | 24 | 100.00% | 96.2 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 08:52 | 05:19 | 07:08 | 08:34 | 10:33 | 13:05 | 03:25 | 02:31 |
 | Boots of Speed | 24 | 100.00% | 92.3 | 41.67% | +41.67% | +25.00% | -25.00% | -14.15% | 02:50 | -01:29 | -01:29 | 03:20 | 05:01 | 10:53 | 06:30 | 04:48 |
 | Wind Lace | 4 | 16.67% | 88.5 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 05:49 | 03:39 | 03:39 | 04:43 | 07:21 | 07:32 | 03:42 | 02:44 |
 | Force Staff | 4 | 16.67% | 84.6 | 75.00% | +40.00% | +25.00% | +25.00% | 0.00% | 23:09 | 17:40 | 17:40 | 21:46 | 22:19 | 30:52 | 04:39 | 03:26 |
 | Aghanim's Shard | 22 | 91.67% | 80.8 | 40.91% | -9.09% | -7.58% | -0.91% | 4.65% | 17:04 | 15:01 | 15:25 | 16:26 | 16:51 | 28:15 | 01:26 | 01:03 |
 | Fluffy Hat | 7 | 29.17% | 76.9 | 57.14% | +21.85% | -7.14% | +42.86% | 0.00% | 18:34 | 10:00 | 11:29 | 14:40 | 17:52 | 32:43 | 06:23 | 04:43 |
 | Ring of Basilius | 5 | 20.83% | 73.1 | 60.00% | +23.16% | -60.00% | +40.00% | 0.00% | 10:17 | 03:43 | 03:43 | 10:58 | 12:57 | 17:05 | 09:14 | 06:50 |
 | Magic Stick | 12 | 50.00% | 69.2 | 41.67% | 0.00% | -8.34% | -41.67% | -18.69% | 01:54 | -01:29 | -01:29 | 01:44 | 03:16 | 08:40 | 04:45 | 03:31 |
 | Magic Wand | 12 | 50.00% | 65.4 | 41.67% | 0.00% | +25.00% | -8.34% | -4.23% | 08:22 | -00:50 | 03:24 | 07:27 | 11:17 | 17:33 | 07:53 | 05:50 |
 | Void Stone | 14 | 58.33% | 61.5 | 35.71% | -14.29% | +14.29% | -2.38% | -1.00% | 30:35 | 07:42 | 22:25 | 31:38 | 39:09 | 46:39 | 16:44 | 12:23 |
 | Kaya | 11 | 45.83% | 57.7 | 36.36% | -9.79% | -3.03% | +30.31% | 1.50% | 26:10 | 09:32 | 11:29 | 14:31 | 33:40 | 56:58 | 22:11 | 16:25 |
 | Octarine Core | 7 | 29.17% | 53.8 | 42.86% | +1.68% | -42.86% | -42.86% | 0.00% | 43:44 | 24:03 | 31:17 | 39:32 | 41:07 | 1:14:56 | 09:50 | 07:17 |
 | Refresher Orb | 8 | 33.33% | 50.0 | 37.50% | -6.25% | -37.50% | +12.50% | 8.38% | 42:06 | 36:41 | 38:37 | 39:56 | 44:35 | 50:07 | 05:58 | 04:25 |
 | Ring of Health | 8 | 33.33% | 46.2 | 37.50% | -6.25% | -37.50% | +12.50% | 5.32% | 39:54 | 32:21 | 33:50 | 38:13 | 43:14 | 49:50 | 09:24 | 06:57 |
 | Aether Lens | 10 | 41.67% | 42.3 | 30.00% | -20.00% | +36.67% | -30.00% | -4.40% | 31:09 | 08:23 | 22:29 | 24:05 | 37:39 | 60:38 | 15:10 | 11:14 |
 | Black King Bar | 1 | 4.17% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.17% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 00:00 | 00:00 |
 | Blink Dagger | 6 | 25.00% | 30.8 | 33.33% | -11.11% | +16.67% | -33.33% | 0.00% | 34:59 | 14:39 | 28:29 | 32:32 | 46:57 | 52:55 | 18:28 | 13:40 |
 | Null Talisman | 8 | 33.33% | 26.9 | 25.00% | -25.00% | -25.00% | +75.00% | 82.19% | 04:24 | 02:42 | 02:45 | 03:08 | 03:58 | 10:17 | 01:13 | 00:54 |
 | Bottle | 8 | 33.33% | 23.1 | 25.00% | -25.00% | +25.00% | +25.00% | 0.00% | 01:13 | 00:53 | 01:00 | 01:05 | 01:21 | 01:33 | 00:21 | 00:15 |
 | Ghost Scepter | 3 | 12.50% | 19.2 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 28:38 | 24:14 | 24:14 | 28:36 | 33:05 | 33:05 | 08:51 | 06:33 |
 | Sange | 5 | 20.83% | 15.4 | 20.00% | -27.37% | +80.00% | -20.00% | 0.00% | 20:14 | 13:09 | 13:09 | 20:38 | 21:21 | 26:39 | 08:12 | 06:04 |
 | Kaya and Sange | 5 | 20.83% | 11.5 | 20.00% | -27.37% | +80.00% | -20.00% | 0.00% | 20:25 | 13:33 | 13:33 | 20:58 | 21:21 | 26:39 | 07:48 | 05:46 |
 | Scythe of Vyse | 1 | 4.17% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:34 | 1:03:34 | 1:03:34 | 1:03:34 | 1:03:34 | 1:03:34 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.17% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |