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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 | |
 | Urn of Shadows | 16 | 94.12% | 100.0 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 05:30 | 03:06 | 04:47 | 05:35 | 06:10 | 08:01 | 01:23 | 01:01 |
 | Ring of Protection | 16 | 94.12% | 96.3 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:51 | 02:13 | 02:16 | 03:30 | 04:28 | 06:44 | 02:12 | 01:37 |
 | Boots of Speed | 17 | 100.00% | 92.6 | 47.06% | +47.06% | +2.94% | -22.06% | -16.48% | 06:14 | 02:33 | 05:42 | 06:07 | 07:13 | 07:43 | 01:31 | 01:07 |
 | Hand of Midas | 14 | 82.35% | 88.9 | 50.00% | +16.67% | 0.00% | -50.00% | -7.43% | 17:06 | 11:26 | 13:06 | 17:34 | 19:50 | 22:11 | 06:44 | 04:59 |
 | Magic Stick | 13 | 76.47% | 85.2 | 46.15% | -3.85% | -12.82% | -12.82% | 0.00% | 01:40 | -01:29 | 00:59 | 01:20 | 01:50 | 05:02 | 00:51 | 00:37 |
 | Spirit Vessel | 13 | 76.47% | 81.5 | 46.15% | -3.85% | +20.52% | +20.52% | 0.00% | 13:54 | 10:56 | 12:00 | 13:13 | 14:35 | 19:32 | 02:35 | 01:54 |
 | Black King Bar | 13 | 76.47% | 77.8 | 46.15% | -3.85% | -12.82% | +20.52% | 6.16% | 27:23 | 19:11 | 23:47 | 26:28 | 29:12 | 40:46 | 05:25 | 04:00 |
 | Null Talisman | 15 | 88.24% | 74.1 | 40.00% | -60.00% | +10.00% | -15.00% | -25.00% | 02:32 | 01:34 | 01:57 | 02:32 | 02:44 | 03:59 | 00:47 | 00:34 |
 | Blink Dagger | 5 | 29.41% | 70.4 | 60.00% | +18.33% | -60.00% | +40.00% | 0.00% | 26:32 | 20:18 | 20:18 | 27:16 | 27:45 | 30:16 | 07:27 | 05:31 |
 | Scythe of Vyse | 5 | 29.41% | 66.7 | 60.00% | +18.33% | +40.00% | -60.00% | 0.00% | 36:54 | 31:15 | 31:15 | 36:52 | 40:51 | 41:38 | 09:36 | 07:06 |
 | Void Stone | 9 | 52.94% | 63.0 | 44.44% | -5.56% | +55.56% | -44.44% | -17.19% | 34:09 | 19:46 | 31:03 | 33:49 | 36:52 | 41:38 | 05:49 | 04:18 |
 | Magic Wand | 10 | 58.82% | 59.3 | 40.00% | -17.14% | -6.67% | +10.00% | 9.09% | 04:22 | 01:19 | 02:54 | 03:59 | 04:44 | 08:52 | 01:50 | 01:21 |
 | Wind Lace | 3 | 17.65% | 55.6 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 14:20 | 13:30 | 13:30 | 14:11 | 15:18 | 15:18 | 01:48 | 01:20 |
 | Blight Stone | 1 | 5.88% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:07 | 14:07 | 14:07 | 14:07 | 14:07 | 14:07 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.88% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Ring of Health | 6 | 35.29% | 44.4 | 33.33% | -21.22% | +16.67% | -33.33% | -3.73% | 38:02 | 19:46 | 33:15 | 33:32 | 46:39 | 55:37 | 13:24 | 09:55 |
 | Aghanim's Scepter | 3 | 17.65% | 40.7 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 42:12 | 35:20 | 35:20 | 40:40 | 50:36 | 50:36 | 15:16 | 11:18 |
 | Linken's Sphere | 4 | 23.53% | 37.0 | 25.00% | -28.85% | +75.00% | -25.00% | 0.00% | 37:08 | 24:46 | 24:46 | 33:32 | 34:31 | 55:44 | 09:45 | 07:13 |
 | Aghanim's Shard | 5 | 29.41% | 33.3 | 20.00% | -38.33% | +80.00% | -20.00% | 0.00% | 37:16 | 27:11 | 27:11 | 31:26 | 32:02 | 1:06:34 | 04:51 | 03:35 |
 | Drum of Endurance | 1 | 5.88% | 29.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.88% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.88% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:20 | 39:20 | 39:20 | 39:20 | 39:20 | 39:20 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 5.88% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:36 | 1:06:36 | 1:06:36 | 1:06:36 | 1:06:36 | 1:06:36 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 11.76% | 14.8 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 47:26 | 46:48 | 46:48 | 48:04 | 48:04 | 48:04 | 01:16 | 00:56 |
 | Hurricane Pike | 1 | 5.88% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:49 | 1:06:49 | 1:06:49 | 1:06:49 | 1:06:49 | 1:06:49 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 43:33 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 11.76% | 3.7 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 33:22 | 23:10 | 23:10 | 43:33 | 43:33 | 43:33 | 20:23 | 15:05 |