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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 | |
 | Void Stone | 7 | 20.00% | 100.0 | 100.00% | +60.71% | 0.00% | 0.00% | 0.00% | 32:14 | 16:11 | 17:39 | 30:29 | 31:33 | 1:06:09 | 13:54 | 10:17 |
 | Ring of Health | 6 | 17.14% | 97.3 | 100.00% | +58.62% | 0.00% | 0.00% | 0.00% | 32:15 | 14:38 | 24:28 | 25:25 | 35:26 | 1:06:08 | 10:58 | 08:07 |
 | Aghanim's Scepter | 7 | 20.00% | 94.6 | 85.71% | +42.85% | +14.29% | -35.71% | -3.64% | 39:36 | 25:13 | 31:46 | 42:12 | 45:30 | 47:59 | 13:44 | 10:10 |
 | Aghanim's Shard | 16 | 45.71% | 91.9 | 68.75% | +31.91% | +6.25% | +6.25% | 0.00% | 29:07 | 17:20 | 23:38 | 26:26 | 31:19 | 54:22 | 07:41 | 05:41 |
 | Magic Wand | 26 | 74.29% | 89.2 | 57.69% | +24.36% | +13.74% | -41.02% | -17.57% | 10:29 | 05:44 | 08:54 | 10:17 | 12:01 | 15:29 | 03:07 | 02:18 |
 | Magic Stick | 34 | 97.14% | 86.5 | 52.94% | +52.94% | -8.50% | -15.44% | -1.10% | 04:26 | -01:30 | 01:22 | 03:16 | 07:42 | 13:44 | 06:20 | 04:41 |
 | Wind Lace | 35 | 100.00% | 83.8 | 51.43% | +51.43% | -6.99% | +4.13% | 2.00% | 03:47 | -01:29 | -01:29 | 04:07 | 07:03 | 10:23 | 08:32 | 06:19 |
 | Boots of Speed | 35 | 100.00% | 81.1 | 51.43% | +51.43% | +4.13% | +4.13% | 0.00% | 03:37 | -01:30 | -01:29 | 04:55 | 07:15 | 10:07 | 08:44 | 06:28 |
 | Tranquil Boots | 33 | 94.29% | 78.4 | 51.52% | +1.52% | -1.52% | -1.52% | 0.00% | 09:38 | 04:14 | 07:28 | 09:06 | 10:18 | 22:05 | 02:50 | 02:05 |
 | Eul's Scepter of Divinity | 3 | 8.57% | 75.7 | 100.00% | +53.12% | 0.00% | 0.00% | 0.00% | 23:55 | 18:05 | 18:05 | 20:57 | 32:44 | 32:44 | 14:39 | 10:51 |
 | Fluffy Hat | 31 | 88.57% | 73.0 | 48.39% | -26.61% | +1.61% | +1.61% | 0.00% | 16:36 | 05:49 | 11:28 | 14:03 | 19:58 | 44:02 | 08:30 | 06:17 |
 | Force Staff | 30 | 85.71% | 70.3 | 46.67% | -33.33% | +15.83% | +24.76% | 0.87% | 25:03 | 17:59 | 19:41 | 22:33 | 29:59 | 45:50 | 10:18 | 07:37 |
 | Ghost Scepter | 4 | 11.43% | 67.6 | 75.00% | +26.61% | +25.00% | +25.00% | 0.00% | 28:54 | 15:50 | 15:50 | 30:44 | 33:13 | 35:47 | 17:23 | 12:52 |
 | Soul Ring | 2 | 5.71% | 64.9 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 34:12 | 27:36 | 27:36 | 40:47 | 40:47 | 40:47 | 13:11 | 09:45 |
 | Hood of Defiance | 2 | 5.71% | 62.2 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 24:59 | 24:32 | 24:32 | 25:25 | 25:25 | 25:25 | 00:53 | 00:39 |
 | Ring of Protection | 5 | 14.29% | 59.5 | 60.00% | +10.00% | -60.00% | +40.00% | 7.85% | 10:07 | -01:29 | -01:29 | -01:29 | 14:13 | 40:47 | 15:42 | 11:37 |
 | Glimmer Cape | 9 | 25.71% | 56.8 | 44.44% | -9.41% | +5.56% | +5.56% | 0.00% | 25:17 | 17:04 | 17:49 | 24:11 | 27:56 | 36:33 | 10:07 | 07:29 |
 | Drum of Endurance | 3 | 8.57% | 54.1 | 66.67% | +16.67% | +33.33% | 0.00% | -1.11% | 31:06 | 20:24 | 20:24 | 22:27 | 50:27 | 50:27 | 30:03 | 22:15 |
 | Blight Stone | 1 | 2.86% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.86% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.86% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.86% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Crown | 1 | 2.86% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 40:48 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.86% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.86% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.86% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:50 | 1:06:50 | 1:06:50 | 1:06:50 | 1:06:50 | 1:06:50 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.86% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 49:24 | 00:00 | 00:00 |
 | Chainmail | 1 | 2.86% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.86% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Headdress | 1 | 2.86% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.86% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.86% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 00:00 | 00:00 |
 | Bracer | 1 | 2.86% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Bottle | 1 | 2.86% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.86% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 5.71% | 5.4 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 15:09 | 14:30 | 14:30 | 15:48 | 15:48 | 15:48 | 01:18 | 00:57 |
 | Blink Dagger | 1 | 2.86% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |