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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 | |
 | Glimmer Cape | 10 | 27.03% | 100.0 | 80.00% | +39.26% | -46.67% | +20.00% | 4.71% | 28:05 | 19:29 | 21:45 | 25:07 | 35:55 | 36:59 | 14:10 | 10:29 |
 | Arcane Boots | 18 | 48.65% | 96.3 | 66.67% | +29.83% | -6.67% | +33.33% | 3.84% | 17:53 | 10:27 | 12:41 | 14:03 | 23:06 | 37:23 | 10:25 | 07:42 |
 | Fluffy Hat | 11 | 29.73% | 92.6 | 72.73% | +30.42% | -6.06% | +27.27% | 1.87% | 23:18 | 09:01 | 12:27 | 15:42 | 30:17 | 51:14 | 17:50 | 13:12 |
 | Aether Lens | 6 | 16.22% | 88.9 | 83.33% | +38.17% | +16.67% | +16.67% | 0.00% | 35:56 | 31:01 | 33:35 | 36:08 | 37:57 | 39:32 | 04:22 | 03:14 |
 | Magic Stick | 31 | 83.78% | 85.2 | 54.84% | +21.51% | -4.84% | -4.84% | 0.00% | 03:41 | -01:29 | -01:29 | 02:36 | 05:23 | 20:23 | 06:52 | 05:05 |
 | Boots of Speed | 37 | 100.00% | 81.5 | 51.35% | +51.35% | +4.21% | -29.13% | -13.61% | 06:33 | 02:57 | 05:27 | 06:35 | 07:54 | 09:40 | 02:27 | 01:48 |
 | Magic Wand | 27 | 72.97% | 77.8 | 51.85% | +1.85% | +33.86% | +5.29% | -3.70% | 11:23 | 01:52 | 04:44 | 09:51 | 12:27 | 32:34 | 07:43 | 05:42 |
 | Blink Dagger | 30 | 81.08% | 74.1 | 50.00% | -7.14% | 0.00% | -21.43% | -3.92% | 23:06 | 15:45 | 18:54 | 21:05 | 24:22 | 47:41 | 05:28 | 04:02 |
 | Aghanim's Shard | 9 | 24.32% | 70.4 | 66.67% | +20.24% | -16.67% | +33.33% | 10.07% | 28:53 | 23:08 | 25:21 | 29:04 | 30:19 | 37:50 | 04:58 | 03:40 |
 | Void Stone | 7 | 18.92% | 66.7 | 71.43% | +24.76% | +28.57% | -21.43% | -11.63% | 38:08 | 30:26 | 33:35 | 37:12 | 37:53 | 52:18 | 04:18 | 03:11 |
 | Wind Lace | 8 | 21.62% | 63.0 | 62.50% | +14.22% | -12.50% | +37.50% | 3.98% | 14:26 | 06:06 | 07:13 | 11:22 | 19:46 | 23:33 | 12:33 | 09:17 |
 | Null Talisman | 4 | 10.81% | 59.3 | 75.00% | +26.52% | -75.00% | +25.00% | 0.00% | 03:49 | 02:52 | 02:52 | 03:08 | 04:16 | 04:59 | 01:24 | 01:02 |
 | Witch Blade | 4 | 10.81% | 55.6 | 75.00% | +26.52% | +25.00% | +25.00% | 0.00% | 13:35 | 11:52 | 11:52 | 13:07 | 13:15 | 16:07 | 01:23 | 01:01 |
 | Headdress | 4 | 10.81% | 51.9 | 75.00% | +26.52% | -75.00% | +25.00% | 0.00% | 24:34 | -01:30 | -01:30 | 30:16 | 31:47 | 37:43 | 33:17 | 24:39 |
 | Chainmail | 4 | 10.81% | 48.1 | 75.00% | +26.52% | +25.00% | +25.00% | 0.00% | 12:09 | 10:19 | 10:19 | 11:45 | 12:03 | 14:29 | 01:44 | 01:17 |
 | Aeon Disk | 4 | 10.81% | 44.4 | 75.00% | +26.52% | +25.00% | +25.00% | 0.00% | 45:39 | 32:14 | 32:14 | 46:33 | 47:11 | 56:37 | 14:57 | 11:04 |
 | Bottle | 4 | 10.81% | 40.7 | 75.00% | +26.52% | -75.00% | +25.00% | 0.00% | 01:23 | 01:09 | 01:09 | 01:22 | 01:30 | 01:31 | 00:21 | 00:15 |
 | Tranquil Boots | 5 | 13.51% | 37.0 | 60.00% | +10.00% | -60.00% | +40.00% | 6.67% | 18:42 | 08:23 | 08:23 | 11:20 | 23:23 | 39:10 | 15:00 | 11:06 |
 | Black King Bar | 3 | 8.11% | 33.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 33:54 | 29:02 | 29:02 | 29:02 | 43:38 | 43:38 | 14:36 | 10:48 |
 | Aghanim's Scepter | 3 | 8.11% | 29.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 24:41 | 22:20 | 22:20 | 24:30 | 27:12 | 27:12 | 04:52 | 03:36 |
 | Force Staff | 4 | 10.81% | 25.9 | 50.00% | -1.52% | -50.00% | +50.00% | 0.00% | 34:57 | 22:13 | 22:13 | 28:33 | 37:49 | 51:14 | 15:36 | 11:33 |
 | Ring of Basilius | 9 | 24.32% | 22.2 | 33.33% | -23.81% | +66.67% | +16.67% | -21.13% | 03:00 | -01:29 | -01:29 | 03:11 | 03:51 | 11:36 | 05:20 | 03:57 |
 | Holy Locket | 1 | 2.70% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 00:00 | 00:00 |
 | Ring of Health | 1 | 2.70% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:18 | 52:18 | 52:18 | 52:18 | 52:18 | 52:18 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.70% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.70% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.70% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |