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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 | |
 | Aeon Disk | 10 | 15.63% | 100.0 | 90.00% | +52.96% | +10.00% | +10.00% | 0.00% | 39:43 | 21:37 | 31:22 | 36:54 | 47:50 | 55:30 | 16:28 | 12:11 |
 | Aghanim's Scepter | 18 | 28.13% | 96.7 | 66.67% | +29.71% | -6.67% | +33.33% | 4.79% | 30:30 | 20:28 | 24:51 | 29:14 | 33:12 | 60:37 | 08:21 | 06:11 |
 | Arcane Boots | 46 | 71.88% | 93.3 | 54.35% | +32.13% | -4.35% | +9.29% | 4.87% | 09:29 | 02:43 | 08:12 | 09:17 | 11:00 | 15:06 | 02:48 | 02:04 |
 | Wind Lace | 43 | 67.19% | 90.0 | 53.49% | +24.92% | +10.15% | +10.15% | 0.00% | 11:11 | -01:29 | 03:19 | 09:11 | 17:44 | 37:26 | 14:25 | 10:40 |
 | Void Stone | 56 | 87.50% | 86.7 | 48.21% | +23.21% | +1.79% | +1.79% | 0.00% | 15:53 | 06:34 | 12:45 | 14:34 | 17:32 | 38:34 | 04:47 | 03:32 |
 | Boots of Speed | 64 | 100.00% | 83.3 | 45.31% | +45.31% | +4.69% | -14.06% | -4.46% | 02:53 | -01:29 | -01:29 | 03:50 | 05:41 | 08:32 | 07:10 | 05:18 |
 | Aether Lens | 54 | 84.38% | 80.0 | 46.30% | +6.30% | -3.44% | -0.15% | 0.80% | 18:02 | 11:13 | 15:06 | 16:24 | 19:12 | 36:05 | 04:06 | 03:02 |
 | Blink Dagger | 34 | 53.13% | 76.7 | 50.00% | +10.00% | +5.56% | 0.00% | -0.66% | 29:19 | 15:04 | 23:57 | 27:38 | 32:23 | 53:05 | 08:26 | 06:14 |
 | Tranquil Boots | 37 | 57.81% | 73.3 | 48.65% | +7.91% | -15.32% | +29.13% | 3.45% | 16:23 | 03:45 | 08:36 | 15:45 | 21:29 | 37:57 | 12:53 | 09:32 |
 | Magic Stick | 56 | 87.50% | 70.0 | 42.86% | -19.64% | +14.28% | -14.29% | -4.26% | 04:01 | -01:29 | -01:29 | 02:12 | 08:11 | 16:39 | 09:40 | 07:09 |
 | Force Staff | 14 | 21.88% | 66.7 | 57.14% | +15.14% | -7.14% | +9.53% | 1.45% | 32:46 | 22:46 | 25:32 | 34:24 | 37:02 | 50:37 | 11:30 | 08:31 |
 | Magic Wand | 34 | 53.13% | 63.3 | 44.12% | -2.55% | +0.32% | +5.88% | 0.68% | 13:20 | 02:15 | 08:22 | 11:23 | 16:36 | 44:34 | 08:14 | 06:05 |
 | Fluffy Hat | 24 | 37.50% | 60.0 | 45.83% | +0.83% | -12.50% | +4.17% | 1.09% | 22:24 | 10:02 | 12:23 | 21:09 | 27:42 | 50:36 | 15:19 | 11:20 |
 | Glimmer Cape | 8 | 12.50% | 56.7 | 62.50% | +19.64% | -12.50% | -12.50% | 0.00% | 31:44 | 19:17 | 23:47 | 25:15 | 33:33 | 1:01:20 | 09:46 | 07:14 |
 | Octarine Core | 2 | 3.13% | 53.3 | 100.00% | +56.45% | 0.00% | 0.00% | 0.00% | 49:42 | 41:55 | 41:55 | 57:28 | 57:28 | 57:28 | 15:33 | 11:31 |
 | Null Talisman | 3 | 4.69% | 50.0 | 66.67% | +22.41% | +33.33% | 0.00% | 0.00% | 04:57 | 02:13 | 02:13 | 05:26 | 07:13 | 07:13 | 05:00 | 03:42 |
 | Aghanim's Shard | 4 | 6.25% | 46.7 | 50.00% | +5.00% | -50.00% | +50.00% | 0.00% | 40:14 | 20:20 | 20:20 | 40:09 | 40:12 | 60:13 | 19:52 | 14:42 |
 | Eul's Scepter of Divinity | 1 | 1.56% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.56% | 40.0 | 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 |
 | Quelling Blade | 1 | 1.56% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:33 | 05:33 | 05:33 | 05:33 | 05:33 | 05:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 45:03 | 00:00 | 00:00 |
 | Ring of Health | 2 | 3.13% | 30.0 | 50.00% | +4.84% | +50.00% | 0.00% | 0.00% | 48:22 | 43:04 | 43:04 | 53:39 | 53:39 | 53:39 | 10:35 | 07:50 |
 | Ring of Basilius | 13 | 20.31% | 26.7 | 15.38% | -37.56% | +17.95% | -15.38% | -22.73% | 02:15 | -01:29 | -01:29 | 02:18 | 02:57 | 10:58 | 04:26 | 03:17 |
 | Ghost Scepter | 4 | 6.25% | 23.3 | 25.00% | -21.67% | +75.00% | -25.00% | 0.00% | 29:50 | 25:14 | 25:14 | 27:42 | 31:11 | 35:14 | 05:57 | 04:24 |
 | Chainmail | 1 | 1.56% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Headdress | 1 | 1.56% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.56% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Buckler | 1 | 1.56% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.56% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.56% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |