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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 | |
 | Chainmail | 5 | 29.41% | 100.0 | 80.00% | +38.33% | +20.00% | -80.00% | -9.23% | 14:42 | 08:51 | 08:51 | 10:22 | 19:41 | 25:07 | 10:50 | 08:01 |
 | Fluffy Hat | 16 | 94.12% | 96.4 | 56.25% | +56.25% | +43.75% | -56.25% | -13.70% | 12:56 | 06:16 | 07:36 | 09:26 | 14:54 | 28:09 | 07:18 | 05:24 |
 | Boots of Speed | 17 | 100.00% | 92.9 | 52.94% | +52.94% | +47.06% | -2.94% | -23.81% | 04:52 | 03:07 | 03:30 | 04:11 | 05:36 | 10:25 | 02:06 | 01:33 |
 | Wind Lace | 17 | 100.00% | 89.3 | 52.94% | +52.94% | -2.94% | +47.06% | 35.71% | 01:01 | -01:29 | -01:29 | -01:25 | 02:53 | 06:48 | 04:22 | 03:14 |
 | Tranquil Boots | 17 | 100.00% | 85.7 | 52.94% | +52.94% | +47.06% | -27.94% | -43.27% | 07:06 | 04:39 | 05:48 | 06:22 | 07:32 | 13:29 | 01:44 | 01:17 |
 | Magic Wand | 10 | 58.82% | 82.1 | 60.00% | +17.14% | +40.00% | -60.00% | -27.40% | 09:40 | 03:29 | 07:24 | 08:36 | 11:03 | 18:39 | 03:39 | 02:42 |
 | Magic Stick | 11 | 64.71% | 78.6 | 54.55% | +4.55% | -21.22% | +12.12% | 9.30% | 05:12 | -01:28 | 03:29 | 04:55 | 07:04 | 09:21 | 03:35 | 02:39 |
 | Crown | 4 | 23.53% | 75.0 | 75.00% | +28.85% | +25.00% | -75.00% | -10.20% | 17:37 | 10:06 | 10:06 | 11:23 | 19:54 | 29:05 | 09:48 | 07:15 |
 | Ring of Basilius | 4 | 23.53% | 71.4 | 75.00% | +28.85% | -75.00% | +25.00% | 0.00% | 01:44 | -01:29 | -01:29 | -01:29 | -01:29 | 11:22 | 00:00 | 00:00 |
 | Mekansm | 2 | 11.76% | 67.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 12:26 | 11:44 | 11:44 | 13:07 | 13:07 | 13:07 | 01:23 | 01:01 |
 | Headdress | 2 | 11.76% | 64.3 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 08:31 | 07:44 | 07:44 | 09:18 | 09:18 | 09:18 | 01:34 | 01:09 |
 | Force Staff | 12 | 70.59% | 60.7 | 50.00% | -10.00% | +16.67% | -16.67% | -5.42% | 23:27 | 15:38 | 18:45 | 21:31 | 24:54 | 34:57 | 06:09 | 04:33 |
 | Glimmer Cape | 11 | 64.71% | 57.1 | 45.45% | -21.22% | -12.12% | +21.22% | 4.22% | 20:39 | 14:20 | 16:09 | 18:10 | 24:03 | 27:59 | 07:54 | 05:51 |
 | Aghanim's Shard | 8 | 47.06% | 53.6 | 50.00% | -5.56% | +50.00% | -50.00% | -17.34% | 26:03 | 20:01 | 22:27 | 23:54 | 28:13 | 32:56 | 05:46 | 04:16 |
 | Void Stone | 5 | 29.41% | 50.0 | 60.00% | +10.00% | +40.00% | -60.00% | -6.40% | 34:02 | 23:56 | 23:56 | 31:43 | 39:34 | 47:51 | 15:38 | 11:34 |
 | Aghanim's Scepter | 3 | 17.65% | 46.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 30:06 | 22:29 | 22:29 | 23:26 | 44:23 | 44:23 | 21:54 | 16:13 |
 | Medallion of Courage | 3 | 17.65% | 42.9 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 18:21 | 10:15 | 10:15 | 19:41 | 25:07 | 25:07 | 14:52 | 11:00 |
 | Solar Crest | 3 | 17.65% | 39.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 21:09 | 12:21 | 12:21 | 21:54 | 29:12 | 29:12 | 16:51 | 12:28 |
 | Blight Stone | 3 | 17.65% | 35.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 18:05 | 09:26 | 09:26 | 19:41 | 25:07 | 25:07 | 15:41 | 11:37 |
 | Ghost Scepter | 7 | 41.18% | 32.1 | 42.86% | -17.14% | +7.14% | -42.86% | -4.83% | 26:13 | 16:35 | 18:33 | 28:19 | 28:54 | 36:26 | 10:21 | 07:40 |
 | Veil of Discord | 1 | 5.88% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 |
 | Null Talisman | 1 | 5.88% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 11.76% | 21.4 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 39:51 | 31:43 | 31:43 | 47:59 | 47:59 | 47:59 | 16:16 | 12:02 |
 | Aether Lens | 2 | 11.76% | 17.9 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 31:59 | 24:03 | 24:03 | 39:54 | 39:54 | 39:54 | 15:51 | 11:44 |
 | Urn of Shadows | 1 | 5.88% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.88% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.88% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.88% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |