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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 | 13 | 61.90% | 100.0 | 61.54% | +24.04% | +38.46% | +5.13% | -4.52% | 26:03 | 15:58 | 21:47 | 26:47 | 29:09 | 35:51 | 07:22 | 05:27 |
 | Magic Wand | 20 | 95.24% | 96.8 | 55.00% | +55.00% | +45.00% | +5.00% | -14.37% | 05:09 | -01:30 | 03:42 | 04:13 | 06:29 | 10:55 | 02:47 | 02:03 |
 | Bloodstone | 20 | 95.24% | 93.5 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | 14:50 | 12:15 | 13:18 | 14:49 | 15:59 | 17:28 | 02:41 | 01:59 |
 | Boots of Travel | 11 | 52.38% | 90.3 | 63.64% | +23.64% | +36.36% | +3.03% | -2.63% | 35:00 | 21:23 | 28:49 | 36:05 | 41:30 | 41:44 | 12:41 | 09:23 |
 | Kaya and Sange | 9 | 42.86% | 87.1 | 66.67% | +25.00% | -16.67% | +33.33% | 4.63% | 30:38 | 21:23 | 24:43 | 32:02 | 35:31 | 37:20 | 10:48 | 08:00 |
 | Sange | 9 | 42.86% | 83.9 | 66.67% | +25.00% | -16.67% | -16.67% | 0.00% | 29:40 | 19:22 | 22:45 | 31:57 | 33:33 | 37:13 | 10:48 | 08:00 |
 | Boots of Speed | 21 | 100.00% | 80.6 | 52.38% | +52.38% | -12.38% | -32.38% | -20.00% | 03:30 | 01:52 | 03:12 | 03:34 | 03:43 | 05:31 | 00:31 | 00:22 |
 | Arcane Boots | 21 | 100.00% | 77.4 | 52.38% | +52.38% | +27.62% | -12.38% | -25.53% | 06:39 | 04:55 | 05:58 | 06:31 | 07:32 | 07:55 | 01:34 | 01:09 |
 | Magic Stick | 19 | 90.48% | 74.2 | 52.63% | +2.63% | +47.37% | -12.63% | -60.00% | 02:49 | 01:03 | 02:06 | 02:13 | 02:31 | 09:02 | 00:25 | 00:18 |
 | Bottle | 20 | 95.24% | 71.0 | 50.00% | -50.00% | +10.00% | -10.00% | -20.00% | 01:18 | 00:08 | 01:05 | 01:18 | 01:27 | 02:01 | 00:22 | 00:16 |
 | Blink Dagger | 13 | 61.90% | 67.7 | 53.85% | +3.85% | -20.52% | +12.82% | 2.73% | 32:45 | 12:29 | 25:32 | 31:45 | 37:44 | 48:40 | 12:12 | 09:02 |
 | Black King Bar | 16 | 76.19% | 64.5 | 50.00% | -10.00% | 0.00% | -25.00% | -8.93% | 22:57 | 18:41 | 20:49 | 22:32 | 23:37 | 30:53 | 02:48 | 02:04 |
 | Shiva's Guard | 6 | 28.57% | 61.3 | 66.67% | +20.00% | -16.67% | +33.33% | 8.77% | 35:30 | 30:25 | 32:26 | 32:29 | 38:08 | 45:14 | 05:42 | 04:13 |
 | Void Stone | 6 | 28.57% | 58.1 | 66.67% | +20.00% | -16.67% | +33.33% | 2.59% | 34:37 | 20:00 | 20:25 | 35:01 | 39:43 | 57:24 | 19:18 | 14:17 |
 | Wind Lace | 11 | 52.38% | 54.8 | 54.55% | +4.55% | +45.45% | -21.22% | -10.58% | 11:29 | 06:34 | 07:00 | 10:23 | 13:18 | 20:23 | 06:18 | 04:40 |
 | Boots of Travel 2 | 4 | 19.05% | 51.6 | 75.00% | +27.94% | +25.00% | +25.00% | 0.00% | 58:06 | 50:50 | 50:50 | 51:12 | 58:53 | 1:11:28 | 08:03 | 05:57 |
 | Overwhelming Blink | 3 | 14.29% | 48.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 53:21 | 45:05 | 45:05 | 52:55 | 1:02:03 | 1:02:03 | 16:58 | 12:34 |
 | Scythe of Vyse | 3 | 14.29% | 45.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 37:18 | 35:09 | 35:09 | 37:01 | 39:43 | 39:43 | 04:34 | 03:22 |
 | Heart of Tarrasque | 1 | 4.76% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 37:07 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.76% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:52 | 1:05:52 | 1:05:52 | 1:05:52 | 1:05:52 | 1:05:52 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.76% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:25 | 57:25 | 57:25 | 57:25 | 57:25 | 57:25 | 00:00 | 00:00 |
 | Blight Stone | 1 | 4.76% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Null Talisman | 1 | 4.76% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:12 | 06:12 | 06:12 | 06:12 | 06:12 | 06:12 | 00:00 | 00:00 |
 | Desolator | 1 | 4.76% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 55:50 | 00:00 | 00:00 |
 | Cornucopia | 1 | 4.76% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 40:33 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 23.81% | 19.4 | 40.00% | -16.25% | -40.00% | -40.00% | 0.00% | 35:43 | 27:58 | 27:58 | 38:01 | 40:35 | 43:47 | 12:37 | 09:20 |
 | Linken's Sphere | 2 | 9.52% | 16.1 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 43:07 | 40:33 | 40:33 | 45:40 | 45:40 | 45:40 | 05:07 | 03:47 |
 | Eul's Scepter of Divinity | 2 | 9.52% | 12.9 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 20:23 | 20:20 | 20:20 | 20:25 | 20:25 | 20:25 | 00:05 | 00:03 |
 | Ring of Health | 2 | 9.52% | 9.7 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 51:22 | 45:26 | 45:26 | 57:18 | 57:18 | 57:18 | 11:52 | 08:47 |
 | Fluffy Hat | 2 | 9.52% | 6.5 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 06:27 | 06:21 | 06:21 | 06:33 | 06:33 | 06:33 | 00:12 | 00:08 |
 | Quelling Blade | 2 | 9.52% | 3.2 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 05:23 | 02:33 | 02:33 | 08:12 | 08:12 | 08:12 | 05:39 | 04:11 |