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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 | |
 | Soul Ring | 10 | 28.57% | 100.0 | 90.00% | +42.00% | +10.00% | -40.00% | -21.13% | 12:44 | 08:30 | 11:50 | 12:25 | 14:12 | 17:44 | 02:22 | 01:45 |
 | Magic Wand | 28 | 80.00% | 97.6 | 71.43% | +57.14% | 0.00% | -14.29% | -3.02% | 12:25 | 04:35 | 09:50 | 11:48 | 14:34 | 30:36 | 04:44 | 03:30 |
 | Ring of Protection | 16 | 45.71% | 95.1 | 75.00% | +27.63% | -25.00% | -25.00% | 0.00% | 07:51 | -01:29 | -01:29 | 09:30 | 11:20 | 21:10 | 12:49 | 09:29 |
 | Aghanim's Shard | 19 | 54.29% | 92.7 | 68.42% | +18.42% | +11.58% | -28.42% | -6.35% | 28:33 | 19:24 | 23:22 | 27:43 | 29:40 | 44:38 | 06:18 | 04:40 |
 | Boots of Speed | 35 | 100.00% | 90.2 | 60.00% | +60.00% | +17.78% | -26.67% | -11.60% | 05:40 | -01:29 | 03:53 | 05:54 | 07:43 | 09:52 | 03:50 | 02:50 |
 | Magic Stick | 35 | 100.00% | 87.8 | 60.00% | +60.00% | -4.44% | -4.44% | 0.00% | 01:49 | -01:29 | -01:29 | -01:24 | 04:47 | 10:24 | 06:16 | 04:38 |
 | Fluffy Hat | 18 | 51.43% | 85.4 | 66.67% | +13.73% | -6.67% | -16.67% | -1.43% | 20:05 | 11:52 | 14:30 | 18:02 | 21:30 | 40:39 | 07:00 | 05:11 |
 | Force Staff | 15 | 42.86% | 82.9 | 66.67% | +11.67% | +8.33% | -16.67% | -4.78% | 25:43 | 17:59 | 21:37 | 23:46 | 26:51 | 43:23 | 05:14 | 03:52 |
 | Wind Lace | 32 | 91.43% | 80.5 | 56.25% | -43.75% | -6.25% | -6.25% | 0.00% | 04:49 | -01:29 | -01:15 | 05:00 | 07:46 | 12:52 | 09:01 | 06:40 |
 | Tranquil Boots | 32 | 91.43% | 78.0 | 56.25% | -43.75% | +6.25% | -18.75% | -7.04% | 09:44 | 06:10 | 07:43 | 09:30 | 11:16 | 13:56 | 03:33 | 02:37 |
 | Spirit Vessel | 3 | 8.57% | 75.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 19:18 | 19:03 | 19:03 | 19:20 | 19:32 | 19:32 | 00:29 | 00:21 |
 | Aghanim's Scepter | 9 | 25.71% | 73.2 | 66.67% | +8.98% | +33.33% | +33.33% | 0.00% | 32:36 | 25:05 | 27:52 | 33:07 | 37:05 | 39:14 | 09:13 | 06:49 |
 | Ghost Scepter | 5 | 14.29% | 70.7 | 80.00% | +23.33% | -80.00% | +20.00% | 7.10% | 24:33 | 14:32 | 14:32 | 28:14 | 28:37 | 34:02 | 14:05 | 10:25 |
 | Arcane Boots | 2 | 5.71% | 68.3 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 19:02 | 12:30 | 12:30 | 25:33 | 25:33 | 25:33 | 13:03 | 09:40 |
 | Ring of Basilius | 2 | 5.71% | 65.9 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 15:58 | 10:47 | 10:47 | 21:09 | 21:09 | 21:09 | 10:22 | 07:40 |
 | Urn of Shadows | 5 | 14.29% | 63.4 | 60.00% | 0.00% | +40.00% | -60.00% | -10.60% | 12:51 | 05:14 | 05:14 | 13:40 | 14:40 | 21:30 | 09:26 | 06:59 |
 | Quelling Blade | 3 | 8.57% | 61.0 | 66.67% | +7.29% | -66.67% | 0.00% | 32.79% | 09:55 | 09:08 | 09:08 | 09:26 | 11:10 | 11:10 | 02:02 | 01:30 |
 | Eul's Scepter of Divinity | 1 | 2.86% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.86% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:33 | 49:33 | 49:33 | 49:33 | 49:33 | 49:33 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.86% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Buckler | 1 | 2.86% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.86% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 15:48 | 00:00 | 00:00 |
 | Bottle | 1 | 2.86% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.86% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 00:00 | 00:00 |
 | Bracer | 1 | 2.86% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 00:00 | 00:00 |
 | Headdress | 1 | 2.86% | 39.0 | 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 |
 | Hood of Defiance | 2 | 5.71% | 36.6 | 50.00% | -10.61% | -50.00% | 0.00% | 0.00% | 18:05 | 15:47 | 15:47 | 20:22 | 20:22 | 20:22 | 04:35 | 03:23 |
 | Drum of Endurance | 2 | 5.71% | 34.1 | 50.00% | -10.61% | +50.00% | 0.00% | 0.00% | 17:32 | 16:48 | 16:48 | 18:16 | 18:16 | 18:16 | 01:28 | 01:05 |
 | Void Stone | 4 | 11.43% | 31.7 | 25.00% | -39.52% | -25.00% | -25.00% | 0.00% | 33:18 | 16:40 | 16:40 | 25:44 | 39:22 | 51:27 | 22:42 | 16:48 |
 | Ring of Health | 4 | 11.43% | 29.3 | 25.00% | -39.52% | -25.00% | -25.00% | 0.00% | 27:59 | 15:01 | 15:01 | 19:42 | 25:44 | 51:28 | 10:43 | 07:56 |
 | Blade Mail | 1 | 2.86% | 26.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.86% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 25:44 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.86% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 00:00 | 00:00 |
 | Chainmail | 4 | 11.43% | 19.5 | 0.00% | -67.74% | 0.00% | 0.00% | 0.00% | 17:20 | 14:37 | 14:37 | 15:02 | 17:59 | 21:42 | 03:22 | 02:29 |
 | Lotus Orb | 1 | 2.86% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 54:11 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.86% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.86% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 15:03 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.86% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Crown | 1 | 2.86% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.86% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:11 | 1:09:11 | 1:09:11 | 1:09:11 | 1:09:11 | 1:09:11 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 5.71% | 2.4 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 33:31 | 31:32 | 31:32 | 35:30 | 35:30 | 35:30 | 03:58 | 02:56 |