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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 | |
 | Eul's Scepter of Divinity | 12 | 17.14% | 100.0 | 75.00% | +33.62% | +25.00% | +25.00% | 0.00% | 24:04 | 15:26 | 17:09 | 20:03 | 29:33 | 33:49 | 12:24 | 09:11 |
 | Aghanim's Shard | 30 | 42.86% | 97.0 | 60.00% | +22.50% | +15.00% | -2.86% | -1.63% | 30:34 | 20:18 | 24:47 | 30:39 | 35:43 | 48:18 | 10:56 | 08:05 |
 | Blink Dagger | 47 | 67.14% | 93.9 | 55.32% | +24.89% | +28.01% | -30.32% | -7.88% | 24:37 | 12:22 | 19:22 | 24:07 | 26:46 | 47:57 | 07:24 | 05:28 |
 | Magic Stick | 69 | 98.57% | 90.9 | 47.83% | +47.83% | +22.76% | -0.77% | -14.71% | 01:36 | -01:29 | -01:29 | 00:57 | 03:05 | 12:48 | 04:34 | 03:22 |
 | Void Stone | 62 | 88.57% | 87.9 | 48.39% | +10.89% | +7.86% | -1.72% | -1.69% | 16:59 | 10:16 | 13:15 | 15:44 | 18:56 | 42:14 | 05:41 | 04:12 |
 | Boots of Speed | 70 | 100.00% | 84.8 | 47.14% | +47.14% | +8.42% | -5.96% | -4.90% | 03:27 | -01:29 | 02:21 | 04:07 | 05:17 | 08:41 | 02:56 | 02:10 |
 | Wind Lace | 41 | 58.57% | 81.8 | 51.22% | +9.84% | +8.78% | -11.22% | -1.36% | 12:40 | -01:29 | 04:58 | 11:16 | 19:41 | 33:41 | 14:43 | 10:54 |
 | Arcane Boots | 64 | 91.43% | 78.8 | 45.31% | -21.36% | -14.06% | -1.56% | 4.01% | 10:21 | 05:47 | 08:49 | 10:14 | 11:56 | 16:09 | 03:07 | 02:18 |
 | Aether Lens | 57 | 81.43% | 75.8 | 43.86% | -17.68% | -15.29% | +20.43% | 9.12% | 19:05 | 11:48 | 16:07 | 17:24 | 20:02 | 42:14 | 03:55 | 02:54 |
 | Octarine Core | 3 | 4.29% | 72.7 | 100.00% | +55.22% | 0.00% | 0.00% | 0.00% | 36:10 | 33:22 | 33:22 | 34:30 | 40:39 | 40:39 | 07:17 | 05:23 |
 | Ghost Scepter | 10 | 14.29% | 69.7 | 60.00% | +15.00% | +6.67% | -10.00% | -3.14% | 25:59 | 19:32 | 22:03 | 25:37 | 27:22 | 37:35 | 05:19 | 03:56 |
 | Magic Wand | 37 | 52.86% | 66.7 | 40.54% | -14.01% | +15.02% | -7.21% | -3.23% | 08:44 | 01:16 | 04:47 | 09:12 | 11:40 | 19:31 | 06:53 | 05:05 |
 | Aghanim's Scepter | 6 | 8.57% | 63.6 | 66.67% | +21.36% | -16.67% | -66.67% | -7.03% | 31:53 | 27:14 | 27:45 | 31:37 | 34:52 | 38:05 | 07:07 | 05:16 |
 | Aeon Disk | 4 | 5.71% | 60.6 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 37:10 | 28:31 | 28:31 | 30:49 | 37:30 | 51:51 | 08:59 | 06:39 |
 | Ring of Health | 2 | 2.86% | 57.6 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | 25:37 | 20:55 | 20:55 | 30:19 | 30:19 | 30:19 | 09:24 | 06:57 |
 | Ring of Basilius | 2 | 2.86% | 54.5 | 100.00% | +54.41% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 21 | 30.00% | 51.5 | 38.10% | -12.92% | +1.90% | -18.10% | -1.46% | 20:30 | 09:49 | 11:29 | 18:55 | 25:12 | 59:13 | 13:43 | 10:09 |
 | Force Staff | 18 | 25.71% | 48.5 | 33.33% | -18.59% | +6.67% | -8.33% | -1.88% | 27:00 | 17:20 | 21:35 | 25:12 | 29:34 | 59:13 | 07:59 | 05:54 |
 | Tranquil Boots | 24 | 34.29% | 45.5 | 29.17% | -27.35% | +4.16% | +37.50% | 4.86% | 22:10 | 12:39 | 16:22 | 20:55 | 23:14 | 36:24 | 06:52 | 05:05 |
 | Linken's Sphere | 1 | 1.43% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Glimmer Cape | 5 | 7.14% | 39.4 | 40.00% | -7.69% | +60.00% | -40.00% | -5.30% | 28:34 | 18:02 | 18:02 | 28:06 | 36:54 | 38:26 | 18:52 | 13:58 |
 | Guardian Greaves | 1 | 1.43% | 36.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Crown | 1 | 1.43% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 00:00 | 00:00 |
 | Ring of Protection | 3 | 4.29% | 30.3 | 0.00% | -49.25% | 0.00% | 0.00% | 0.00% | 09:26 | -01:29 | -01:29 | -01:29 | 31:16 | 31:16 | 32:45 | 24:15 |
 | Dagon | 1 | 1.43% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.43% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.43% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 00:00 | 00:00 |
 | Buckler | 1 | 1.43% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.43% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 00:00 | 00:00 |
 | Null Talisman | 2 | 2.86% | 12.1 | 0.00% | -48.53% | 0.00% | 0.00% | 0.00% | 03:16 | 03:08 | 03:08 | 03:23 | 03:23 | 03:23 | 00:15 | 00:11 |
 | Hand of Midas | 1 | 1.43% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |
 | Bottle | 1 | 1.43% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 01:21 | 00:00 | 00:00 |
 | Headdress | 1 | 1.43% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 16:19 | 00:00 | 00:00 |