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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 | |
 | Abyssal Blade | 7 | 41.18% | 100.0 | 85.71% | +75.71% | +14.29% | -35.71% | -50.00% | 39:15 | 33:12 | 38:55 | 39:12 | 39:37 | 44:00 | 00:42 | 00:31 |
 | Ring of Health | 7 | 41.18% | 96.9 | 85.71% | +75.71% | +14.29% | -35.71% | -50.00% | 34:44 | 04:50 | 38:16 | 38:38 | 38:47 | 43:52 | 00:31 | 00:22 |
 | Vanguard | 7 | 41.18% | 93.8 | 85.71% | +75.71% | +14.29% | -35.71% | -50.00% | 38:55 | 33:04 | 38:34 | 38:54 | 39:12 | 43:52 | 00:38 | 00:28 |
 | Eye of Skadi | 7 | 41.18% | 90.6 | 71.43% | +51.43% | +28.57% | -71.43% | -20.00% | 36:23 | 31:09 | 31:38 | 35:11 | 36:38 | 49:34 | 05:00 | 03:42 |
 | Skull Basher | 10 | 58.82% | 87.5 | 60.00% | +45.71% | -26.67% | -10.00% | 2.66% | 33:53 | 28:28 | 29:54 | 34:16 | 36:10 | 40:25 | 06:16 | 04:38 |
 | Magic Wand | 12 | 70.59% | 84.4 | 50.00% | +30.00% | +16.67% | +16.67% | 0.00% | 06:10 | -01:29 | -01:29 | 06:22 | 10:04 | 16:08 | 11:33 | 08:33 |
 | Manta Style | 16 | 94.12% | 81.3 | 43.75% | +43.75% | +6.25% | +6.25% | 0.00% | 28:00 | 25:00 | 25:31 | 28:03 | 29:45 | 30:58 | 04:14 | 03:08 |
 | Quelling Blade | 17 | 100.00% | 78.1 | 41.18% | +41.18% | -16.18% | +8.82% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 01:32 | 00:00 | 00:00 |
 | Boots of Speed | 17 | 100.00% | 75.0 | 41.18% | +41.18% | +8.82% | +8.82% | 0.00% | 06:03 | 02:58 | 04:12 | 04:51 | 06:41 | 11:25 | 02:29 | 01:50 |
 | Yasha | 17 | 100.00% | 71.9 | 41.18% | +41.18% | +33.82% | +8.82% | -6.82% | 23:59 | 21:30 | 21:59 | 23:52 | 25:39 | 27:37 | 03:40 | 02:42 |
 | Power Treads | 17 | 100.00% | 68.8 | 41.18% | +41.18% | +8.82% | +8.82% | 0.00% | 08:13 | 05:10 | 06:18 | 07:07 | 08:17 | 14:58 | 01:59 | 01:28 |
 | Aghanim's Scepter | 17 | 100.00% | 65.6 | 41.18% | +41.18% | +8.82% | +8.82% | 0.00% | 20:42 | 15:30 | 18:48 | 19:56 | 21:22 | 30:50 | 02:34 | 01:54 |
 | Mage Slayer | 3 | 17.65% | 62.5 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 30:38 | 22:59 | 22:59 | 26:54 | 42:00 | 42:00 | 19:01 | 14:05 |
 | Magic Stick | 12 | 70.59% | 59.4 | 33.33% | -26.67% | -33.33% | 0.00% | 33.33% | 01:17 | -01:30 | -01:29 | -01:29 | 01:11 | 15:38 | 02:40 | 01:58 |
 | Wraith Band | 12 | 70.59% | 56.3 | 33.33% | -26.67% | 0.00% | 0.00% | 0.00% | 02:25 | 01:29 | 02:07 | 02:16 | 02:40 | 03:22 | 00:33 | 00:24 |
 | Radiance | 4 | 23.53% | 53.1 | 50.00% | +11.54% | +50.00% | -50.00% | 0.00% | 22:23 | 15:28 | 15:28 | 17:29 | 19:59 | 36:34 | 04:31 | 03:20 |
 | Void Stone | 4 | 23.53% | 50.0 | 50.00% | +11.54% | +50.00% | -50.00% | 0.00% | 40:53 | 09:03 | 09:03 | 44:12 | 52:50 | 57:27 | 43:47 | 32:25 |
 | Blight Stone | 1 | 5.88% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Butterfly | 1 | 5.88% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.88% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 5.88% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 11:10 | 00:00 | 00:00 |
 | Crown | 1 | 5.88% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:39 | 10:39 | 10:39 | 10:39 | 10:39 | 10:39 | 00:00 | 00:00 |
 | Desolator | 1 | 5.88% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Echo Sabre | 6 | 35.29% | 28.1 | 33.33% | -12.12% | +16.67% | -33.33% | 0.00% | 12:45 | 10:20 | 12:16 | 12:49 | 13:15 | 14:43 | 00:59 | 00:43 |
 | Chainmail | 8 | 47.06% | 25.0 | 25.00% | -30.56% | +25.00% | -25.00% | -12.66% | 06:29 | 03:22 | 03:48 | 05:05 | 07:45 | 11:17 | 03:57 | 02:55 |
 | Blade Mail | 8 | 47.06% | 21.9 | 25.00% | -30.56% | +25.00% | -25.00% | -16.22% | 10:44 | 07:58 | 08:49 | 11:13 | 11:54 | 12:42 | 03:05 | 02:17 |
 | Aghanim's Blessing | 2 | 11.76% | 18.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 48:14 | 46:20 | 46:20 | 50:08 | 50:08 | 50:08 | 03:48 | 02:48 |
 | Scythe of Vyse | 3 | 17.65% | 15.6 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 51:30 | 44:12 | 44:12 | 52:50 | 57:27 | 57:27 | 13:15 | 09:48 |
 | Moon Shard | 1 | 5.88% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:24 | 58:24 | 58:24 | 58:24 | 58:24 | 58:24 | 00:00 | 00:00 |
 | Black King Bar | 4 | 23.53% | 9.4 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 40:28 | 35:54 | 35:54 | 36:11 | 40:05 | 49:42 | 04:11 | 03:05 |
 | Ring of Basilius | 1 | 5.88% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 03:14 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.88% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |