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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 | 2 | 8.70% | 100.0 | 100.00% | +76.19% | 0.00% | 0.00% | 0.00% | 24:48 | 23:11 | 23:11 | 26:24 | 26:24 | 26:24 | 03:13 | 02:22 |
 | Diffusal Blade | 11 | 47.83% | 96.2 | 45.45% | +28.78% | +21.22% | +21.22% | 0.00% | 23:51 | 16:32 | 20:29 | 24:31 | 25:26 | 28:23 | 04:57 | 03:40 |
 | Manta Style | 21 | 91.30% | 92.3 | 33.33% | +33.33% | +6.67% | +6.67% | 0.00% | 20:09 | 16:08 | 18:41 | 20:06 | 21:18 | 25:06 | 02:37 | 01:56 |
 | Magic Wand | 22 | 95.65% | 88.5 | 31.82% | +31.82% | -15.15% | -11.82% | 0.43% | 07:34 | 02:04 | 03:14 | 04:58 | 10:54 | 21:36 | 07:40 | 05:40 |
 | Yasha | 22 | 95.65% | 84.6 | 31.82% | +31.82% | +1.51% | -31.82% | -12.74% | 15:49 | 10:46 | 14:32 | 15:51 | 17:09 | 20:21 | 02:37 | 01:56 |
 | Quelling Blade | 23 | 100.00% | 80.8 | 30.43% | +30.43% | +2.90% | +2.90% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 23 | 100.00% | 76.9 | 30.43% | +30.43% | +19.57% | -13.76% | -11.30% | 05:42 | 02:25 | 03:32 | 05:14 | 06:29 | 12:05 | 02:57 | 02:11 |
 | Magic Stick | 23 | 100.00% | 73.1 | 30.43% | +30.43% | +19.57% | +2.90% | -14.50% | 03:03 | -01:29 | -01:21 | 01:18 | 02:30 | 21:29 | 03:51 | 02:51 |
 | Power Treads | 23 | 100.00% | 69.2 | 30.43% | +30.43% | +19.57% | -13.76% | -5.92% | 09:26 | 05:31 | 06:16 | 08:29 | 11:54 | 16:53 | 05:38 | 04:10 |
 | Eye of Skadi | 10 | 43.48% | 65.4 | 40.00% | +16.92% | -40.00% | +10.00% | 11.36% | 30:59 | 24:59 | 29:10 | 29:34 | 33:34 | 36:48 | 04:24 | 03:15 |
 | Blade Mail | 20 | 86.96% | 61.5 | 30.00% | -3.33% | -30.00% | -10.00% | 10.00% | 11:14 | 06:33 | 10:28 | 11:13 | 12:28 | 14:58 | 02:00 | 01:28 |
 | Chainmail | 20 | 86.96% | 57.7 | 30.00% | -3.33% | -10.00% | +10.00% | 7.79% | 07:24 | 03:50 | 06:09 | 07:43 | 08:43 | 10:32 | 02:34 | 01:54 |
 | Skull Basher | 7 | 30.43% | 53.8 | 42.86% | +17.86% | +57.14% | +7.14% | -10.34% | 30:37 | 26:56 | 27:03 | 27:50 | 31:53 | 37:24 | 04:50 | 03:34 |
 | Wraith Band | 10 | 43.48% | 50.0 | 30.00% | -0.77% | +36.67% | -30.00% | -23.26% | 04:12 | 01:59 | 02:16 | 02:28 | 05:08 | 11:23 | 02:52 | 02:07 |
 | Abyssal Blade | 5 | 21.74% | 46.2 | 40.00% | +12.22% | -40.00% | +60.00% | 0.00% | 38:35 | 32:40 | 32:40 | 40:27 | 42:44 | 42:51 | 10:04 | 07:27 |
 | Vanguard | 5 | 21.74% | 42.3 | 40.00% | +12.22% | -40.00% | +60.00% | 0.00% | 38:19 | 32:40 | 32:40 | 40:13 | 42:30 | 42:35 | 09:50 | 07:17 |
 | Ring of Health | 6 | 26.09% | 38.5 | 33.33% | +3.92% | -33.33% | +66.67% | 0.00% | 32:28 | 03:21 | 32:30 | 33:36 | 42:30 | 42:35 | 10:00 | 07:24 |
 | Soul Ring | 3 | 13.04% | 34.6 | 33.33% | +3.33% | -33.33% | 0.00% | 0.00% | 06:03 | 02:18 | 02:18 | 03:37 | 12:13 | 12:13 | 09:55 | 07:20 |
 | Ring of Protection | 5 | 21.74% | 30.8 | 20.00% | -13.33% | -20.00% | -20.00% | 0.00% | 00:47 | -01:29 | -01:29 | 01:01 | 01:28 | 04:22 | 02:57 | 02:11 |
 | Nullifier | 1 | 4.35% | 26.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Black King Bar | 2 | 8.70% | 23.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 40:25 | 37:53 | 37:53 | 42:56 | 42:56 | 42:56 | 05:03 | 03:44 |
 | Monkey King Bar | 1 | 4.35% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 38:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.35% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.35% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 00:00 |
 | Javelin | 1 | 4.35% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.35% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 33:29 | 00:00 | 00:00 |