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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 | |
 | Yasha | 4 | 19.05% | 100.0 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 29:29 | 19:57 | 19:57 | 24:57 | 27:11 | 45:50 | 07:14 | 05:21 |
 | Heart of Tarrasque | 8 | 38.10% | 97.0 | 75.00% | +36.54% | +25.00% | +25.00% | 0.00% | 29:23 | 22:07 | 22:20 | 28:35 | 29:26 | 44:33 | 07:06 | 05:15 |
 | Eye of Skadi | 3 | 14.29% | 93.9 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 39:50 | 30:00 | 30:00 | 43:56 | 45:35 | 45:35 | 15:35 | 11:32 |
 | Magic Wand | 17 | 80.95% | 90.9 | 58.82% | +33.82% | -8.82% | -33.82% | -22.39% | 01:50 | -01:29 | -01:29 | 01:01 | 02:36 | 11:40 | 04:05 | 03:01 |
 | Quelling Blade | 20 | 95.24% | 87.9 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | -01:10 | -01:29 | -01:29 | -01:29 | -01:29 | 04:49 | 00:00 | 00:00 |
 | Crystalys | 5 | 23.81% | 84.8 | 80.00% | +36.25% | +20.00% | +20.00% | 0.00% | 31:48 | 23:59 | 23:59 | 31:50 | 37:44 | 39:22 | 13:45 | 10:11 |
 | Silver Edge | 5 | 23.81% | 81.8 | 80.00% | +36.25% | +20.00% | +20.00% | 0.00% | 32:34 | 25:12 | 25:12 | 32:34 | 38:08 | 39:50 | 12:56 | 09:34 |
 | Shadow Blade | 5 | 23.81% | 78.8 | 80.00% | +36.25% | +20.00% | +20.00% | 0.00% | 25:26 | 22:03 | 22:03 | 24:40 | 24:48 | 31:51 | 02:45 | 02:02 |
 | Orchid Malevolence | 9 | 42.86% | 75.8 | 66.67% | +25.00% | +33.33% | -66.67% | -9.26% | 35:07 | 23:46 | 28:54 | 36:47 | 39:42 | 41:44 | 10:48 | 08:00 |
 | Magic Stick | 16 | 76.19% | 72.7 | 56.25% | +16.25% | -6.25% | -6.25% | 0.00% | -00:59 | -01:29 | -01:29 | -01:29 | -01:29 | 02:37 | 00:00 | 00:00 |
 | Helm of Iron Will | 21 | 100.00% | 69.7 | 52.38% | +52.38% | +27.62% | -12.38% | -14.81% | 09:19 | 06:47 | 07:51 | 09:13 | 10:33 | 12:01 | 02:42 | 02:00 |
 | Echo Sabre | 21 | 100.00% | 66.7 | 52.38% | +52.38% | +27.62% | -52.38% | -35.04% | 15:25 | 11:52 | 14:17 | 15:42 | 16:34 | 18:23 | 02:17 | 01:41 |
 | Boots of Speed | 21 | 100.00% | 63.6 | 52.38% | +52.38% | +27.62% | -32.38% | -41.38% | 04:01 | 01:42 | 03:19 | 04:19 | 04:46 | 05:15 | 01:27 | 01:04 |
 | Power Treads | 21 | 100.00% | 60.6 | 52.38% | +52.38% | +7.62% | -12.38% | -11.65% | 05:49 | 04:04 | 05:05 | 05:26 | 06:48 | 07:21 | 01:43 | 01:16 |
 | Armlet of Mordiggian | 21 | 100.00% | 57.6 | 52.38% | +52.38% | +27.62% | -32.38% | -30.51% | 11:07 | 09:06 | 10:08 | 11:08 | 12:06 | 13:15 | 01:58 | 01:27 |
 | Black King Bar | 17 | 80.95% | 54.5 | 52.94% | +2.94% | +22.06% | -2.94% | -5.14% | 23:37 | 17:48 | 19:02 | 20:18 | 23:54 | 48:35 | 04:52 | 03:36 |
 | Cornucopia | 10 | 47.62% | 51.5 | 60.00% | +14.55% | +6.67% | -10.00% | -2.16% | 34:18 | 23:46 | 29:34 | 35:50 | 37:17 | 41:41 | 07:43 | 05:42 |
 | Aghanim's Shard | 8 | 38.10% | 48.5 | 62.50% | +16.35% | -62.50% | +37.50% | 16.44% | 30:25 | 19:20 | 26:39 | 30:47 | 32:44 | 38:35 | 06:05 | 04:30 |
 | Bloodthorn | 8 | 38.10% | 45.5 | 62.50% | +16.35% | -12.50% | -62.50% | -5.58% | 36:42 | 29:04 | 30:44 | 36:47 | 39:42 | 41:44 | 08:58 | 06:38 |
 | Mage Slayer | 12 | 57.14% | 42.4 | 50.00% | -5.56% | +16.67% | -16.67% | -5.47% | 25:13 | 19:21 | 20:31 | 22:23 | 26:37 | 40:09 | 06:06 | 04:31 |
 | Manta Style | 2 | 9.52% | 39.4 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 38:17 | 29:47 | 29:47 | 46:46 | 46:46 | 46:46 | 16:59 | 12:34 |
 | Sange and Yasha | 2 | 9.52% | 36.4 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 23:43 | 19:57 | 19:57 | 27:29 | 27:29 | 27:29 | 07:32 | 05:34 |
 | Assault Cuirass | 2 | 9.52% | 33.3 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 46:57 | 45:41 | 45:41 | 48:13 | 48:13 | 48:13 | 02:32 | 01:52 |
 | Sange | 2 | 9.52% | 30.3 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 22:03 | 19:05 | 19:05 | 25:00 | 25:00 | 25:00 | 05:55 | 04:22 |
 | Buckler | 2 | 9.52% | 27.3 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 44:44 | 43:15 | 43:15 | 46:13 | 46:13 | 46:13 | 02:58 | 02:11 |
 | Moon Shard | 2 | 9.52% | 24.2 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 37:13 | 16:17 | 16:17 | 58:09 | 58:09 | 58:09 | 41:52 | 31:00 |
 | Ring of Protection | 2 | 9.52% | 21.2 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 44:44 | 43:15 | 43:15 | 46:12 | 46:12 | 46:12 | 02:57 | 02:11 |
 | Blink Dagger | 12 | 57.14% | 18.2 | 41.67% | -25.00% | -8.34% | +25.00% | 5.59% | 24:06 | 15:44 | 18:31 | 20:32 | 24:29 | 51:54 | 05:58 | 04:25 |
 | Overwhelming Blink | 3 | 14.29% | 15.2 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 40:23 | 30:58 | 30:58 | 37:55 | 52:17 | 52:17 | 21:19 | 15:47 |
 | Nullifier | 1 | 4.76% | 12.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Bracer | 7 | 33.33% | 9.1 | 28.57% | -35.72% | -28.57% | -28.57% | 0.00% | 01:56 | 01:33 | 01:34 | 01:55 | 01:55 | 02:44 | 00:21 | 00:15 |
 | Wind Lace | 2 | 9.52% | 6.1 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 13:38 | 12:59 | 12:59 | 14:16 | 14:16 | 14:16 | 01:17 | 00:57 |
 | Linken's Sphere | 1 | 4.76% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |