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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 | |
 | Octarine Core | 3 | 7.69% | 100.0 | 100.00% | +69.44% | 0.00% | 0.00% | 0.00% | 36:39 | 32:00 | 32:00 | 32:33 | 45:25 | 45:25 | 13:25 | 09:56 |
 | Ghost Scepter | 3 | 7.69% | 96.3 | 100.00% | +69.44% | 0.00% | 0.00% | 0.00% | 38:18 | 28:58 | 28:58 | 40:30 | 45:26 | 45:26 | 16:28 | 12:11 |
 | Aether Lens | 22 | 56.41% | 92.6 | 54.55% | +42.79% | +28.78% | +25.45% | -0.37% | 21:34 | 12:34 | 15:14 | 19:27 | 24:10 | 45:27 | 08:56 | 06:37 |
 | Void Stone | 25 | 64.10% | 88.9 | 52.00% | +44.86% | +31.33% | +14.67% | -1.78% | 20:56 | 09:59 | 14:52 | 18:41 | 24:14 | 41:12 | 09:22 | 06:56 |
 | Blink Dagger | 24 | 61.54% | 85.2 | 45.83% | +25.83% | -12.50% | -12.50% | 0.00% | 26:57 | 16:30 | 23:05 | 24:03 | 30:45 | 45:24 | 07:40 | 05:40 |
 | Tranquil Boots | 13 | 33.33% | 81.5 | 53.85% | +26.93% | +12.82% | -20.52% | -6.56% | 17:36 | 06:16 | 14:30 | 16:43 | 19:35 | 32:06 | 05:05 | 03:45 |
 | Magic Stick | 34 | 87.18% | 77.8 | 41.18% | +41.18% | +14.38% | -16.18% | -9.26% | 02:30 | -01:29 | -01:29 | 01:49 | 04:47 | 19:00 | 06:16 | 04:38 |
 | Wind Lace | 19 | 48.72% | 74.1 | 47.37% | +22.37% | -27.37% | -7.37% | 2.42% | 13:10 | -01:29 | 09:43 | 13:47 | 17:59 | 22:51 | 08:16 | 06:07 |
 | Arcane Boots | 37 | 94.87% | 70.4 | 37.84% | +37.84% | +28.83% | -26.73% | -14.43% | 10:46 | 05:07 | 08:21 | 10:14 | 12:12 | 25:33 | 03:51 | 02:51 |
 | Magic Wand | 31 | 79.49% | 66.7 | 38.71% | +13.71% | +11.29% | +11.29% | 0.00% | 09:40 | 03:37 | 06:15 | 09:06 | 11:21 | 21:25 | 05:06 | 03:46 |
 | Boots of Speed | 39 | 100.00% | 63.0 | 35.90% | +35.90% | +34.10% | -15.90% | -22.56% | 03:57 | -01:29 | 03:33 | 04:30 | 05:46 | 08:37 | 02:13 | 01:38 |
 | Force Staff | 25 | 64.10% | 59.3 | 40.00% | +11.43% | +26.67% | -6.67% | -3.90% | 24:32 | 16:23 | 18:46 | 24:56 | 27:19 | 44:23 | 08:33 | 06:20 |
 | Fluffy Hat | 29 | 74.36% | 55.6 | 37.93% | +7.93% | +19.21% | -9.36% | -2.32% | 18:45 | 10:26 | 12:55 | 16:03 | 25:14 | 35:21 | 12:19 | 09:07 |
 | Aghanim's Shard | 19 | 48.72% | 51.9 | 42.11% | +12.11% | +17.89% | -2.11% | -1.53% | 27:57 | 15:03 | 20:09 | 29:58 | 33:13 | 38:07 | 13:04 | 09:40 |
 | Lotus Orb | 3 | 7.69% | 48.1 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 28:12 | 19:29 | 19:29 | 30:46 | 34:20 | 34:20 | 14:51 | 11:00 |
 | Ring of Health | 4 | 10.26% | 44.4 | 50.00% | +15.71% | +50.00% | -50.00% | 0.00% | 30:45 | 18:41 | 18:41 | 30:28 | 34:20 | 39:30 | 15:39 | 11:35 |
 | Quelling Blade | 5 | 12.82% | 40.7 | 40.00% | +4.71% | +60.00% | -40.00% | 0.00% | 06:31 | -01:29 | -01:29 | 00:15 | 08:51 | 26:25 | 10:20 | 07:39 |
 | Chainmail | 2 | 5.13% | 37.0 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 15:30 | 13:08 | 13:08 | 17:52 | 17:52 | 17:52 | 04:44 | 03:30 |
 | Buckler | 2 | 5.13% | 33.3 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 18:04 | 16:32 | 16:32 | 19:35 | 19:35 | 19:35 | 03:03 | 02:15 |
 | Mekansm | 2 | 5.13% | 29.6 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 16:30 | 14:02 | 14:02 | 18:57 | 18:57 | 18:57 | 04:55 | 03:38 |
 | Guardian Greaves | 2 | 5.13% | 25.9 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 22:17 | 19:40 | 19:40 | 24:53 | 24:53 | 24:53 | 05:13 | 03:51 |
 | Ring of Protection | 2 | 5.13% | 22.2 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 18:04 | 16:32 | 16:32 | 19:35 | 19:35 | 19:35 | 03:03 | 02:15 |
 | Aeon Disk | 2 | 5.13% | 18.5 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 43:28 | 41:50 | 41:50 | 45:06 | 45:06 | 45:06 | 03:16 | 02:25 |
 | Headdress | 2 | 5.13% | 14.8 | 50.00% | +14.86% | -50.00% | 0.00% | 0.00% | 14:19 | 10:45 | 10:45 | 17:52 | 17:52 | 17:52 | 07:07 | 05:16 |
 | Eul's Scepter of Divinity | 3 | 7.69% | 11.1 | 33.33% | -2.78% | +66.67% | 0.00% | 0.00% | 26:50 | 23:04 | 23:04 | 26:52 | 30:35 | 30:35 | 07:31 | 05:34 |
 | Null Talisman | 6 | 15.38% | 7.4 | 0.00% | -42.42% | 0.00% | 0.00% | 0.00% | 02:43 | 02:06 | 02:10 | 02:33 | 02:59 | 03:44 | 00:49 | 00:36 |
 | Glimmer Cape | 2 | 5.13% | 3.7 | 0.00% | -37.84% | 0.00% | 0.00% | 0.00% | 32:19 | 20:37 | 20:37 | 44:01 | 44:01 | 44:01 | 23:24 | 17:20 |