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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 | |
 | Fluffy Hat | 37 | 52.86% | 100.0 | 64.86% | +22.44% | +24.03% | -9.30% | -3.16% | 18:28 | -01:08 | 12:42 | 17:04 | 23:15 | 38:58 | 10:33 | 07:48 |
 | Holy Locket | 25 | 35.71% | 97.5 | 68.00% | +21.33% | +15.33% | -18.00% | -3.34% | 22:47 | 14:07 | 18:10 | 20:06 | 28:09 | 39:42 | 09:59 | 07:23 |
 | Ghost Scepter | 10 | 14.29% | 95.0 | 80.00% | +30.00% | -13.33% | -30.00% | -1.64% | 31:12 | 18:27 | 25:00 | 32:38 | 35:11 | 49:57 | 10:11 | 07:32 |
 | Magic Wand | 56 | 80.00% | 92.5 | 57.14% | +14.28% | +14.29% | +14.29% | 0.00% | 13:14 | 03:34 | 09:25 | 12:16 | 15:02 | 30:35 | 05:37 | 04:09 |
 | Magic Stick | 65 | 92.86% | 90.0 | 55.38% | +15.38% | +7.12% | -17.88% | -3.55% | 04:43 | -01:30 | -01:25 | 03:34 | 08:27 | 20:27 | 09:52 | 07:18 |
 | Boots of Speed | 70 | 100.00% | 87.5 | 54.29% | +54.29% | +1.27% | -1.35% | -0.57% | 06:10 | -01:29 | 04:19 | 06:16 | 08:56 | 13:51 | 04:37 | 03:25 |
 | Arcane Boots | 38 | 54.29% | 85.0 | 57.89% | +7.89% | +2.11% | +8.78% | 1.70% | 13:18 | 07:36 | 10:43 | 12:51 | 14:39 | 25:39 | 03:56 | 02:54 |
 | Blink Dagger | 34 | 48.57% | 82.5 | 58.82% | +8.82% | -14.38% | -21.32% | -0.62% | 28:37 | 17:51 | 21:44 | 26:57 | 33:00 | 51:36 | 11:16 | 08:20 |
 | Headdress | 28 | 40.00% | 80.0 | 60.71% | +10.71% | +10.72% | -3.57% | -0.98% | 17:23 | -01:29 | 12:18 | 16:51 | 26:54 | 38:46 | 14:36 | 10:48 |
 | Ring of Basilius | 27 | 38.57% | 77.5 | 59.26% | +8.10% | -16.40% | +12.17% | 3.61% | 05:05 | -01:29 | -01:15 | 05:57 | 09:10 | 13:47 | 10:25 | 07:42 |
 | Aether Lens | 22 | 31.43% | 75.0 | 59.09% | +7.01% | +7.58% | +20.91% | 1.03% | 26:25 | 13:32 | 17:35 | 21:52 | 30:34 | 59:47 | 12:59 | 09:37 |
 | Wind Lace | 45 | 64.29% | 72.5 | 48.89% | -15.11% | +5.66% | -3.44% | -1.02% | 09:33 | -01:29 | 04:49 | 08:53 | 13:44 | 33:57 | 08:55 | 06:36 |
 | Void Stone | 24 | 34.29% | 70.0 | 54.17% | -0.18% | -4.17% | +12.50% | 1.53% | 23:52 | 11:49 | 16:54 | 20:49 | 27:47 | 48:11 | 10:53 | 08:03 |
 | Glimmer Cape | 15 | 21.43% | 67.5 | 60.00% | +7.27% | -10.00% | -35.00% | -6.79% | 23:52 | 18:50 | 21:00 | 22:41 | 24:41 | 35:51 | 03:41 | 02:43 |
 | Tranquil Boots | 36 | 51.43% | 65.0 | 47.22% | -14.54% | +8.34% | -13.89% | -2.62% | 17:26 | 05:18 | 12:06 | 14:12 | 20:36 | 40:16 | 08:30 | 06:17 |
 | Aeon Disk | 7 | 10.00% | 62.5 | 71.43% | +19.05% | +28.57% | -21.43% | -4.22% | 38:20 | 24:41 | 30:28 | 42:07 | 42:19 | 45:08 | 11:51 | 08:46 |
 | Force Staff | 7 | 10.00% | 60.0 | 71.43% | +19.05% | -21.43% | -21.43% | 0.00% | 29:46 | 23:11 | 25:31 | 28:11 | 31:52 | 38:58 | 06:21 | 04:42 |
 | Ring of Health | 5 | 7.14% | 57.5 | 80.00% | +27.69% | -80.00% | +20.00% | 4.09% | 45:27 | 30:34 | 30:34 | 49:13 | 55:01 | 58:39 | 24:27 | 18:06 |
 | Aghanim's Shard | 10 | 14.29% | 55.0 | 60.00% | +6.67% | +6.67% | -10.00% | -1.06% | 29:55 | 21:13 | 23:13 | 23:54 | 39:00 | 50:57 | 15:47 | 11:41 |
 | Chainmail | 6 | 8.57% | 52.5 | 66.67% | +13.54% | +33.33% | -66.67% | -11.03% | 26:53 | 12:11 | 21:36 | 28:11 | 30:40 | 38:24 | 09:04 | 06:42 |
 | Refresher Orb | 2 | 2.86% | 50.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 47:14 | 35:13 | 35:13 | 59:15 | 59:15 | 59:15 | 24:02 | 17:48 |
 | Witch Blade | 2 | 2.86% | 47.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 26:52 | 18:28 | 18:28 | 35:15 | 35:15 | 35:15 | 16:47 | 12:25 |
 | Aghanim's Scepter | 2 | 2.86% | 45.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 38:06 | 26:07 | 26:07 | 50:05 | 50:05 | 50:05 | 23:58 | 17:45 |
 | Ring of Protection | 2 | 2.86% | 42.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 03:29 | -01:29 | -01:29 | 08:26 | 08:26 | 08:26 | 09:55 | 07:20 |
 | Power Treads | 2 | 2.86% | 40.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 29:52 | 27:06 | 27:06 | 32:37 | 32:37 | 32:37 | 05:31 | 04:05 |
 | Heart of Tarrasque | 1 | 1.43% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:55 | 60:55 | 60:55 | 60:55 | 60:55 | 60:55 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.43% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.43% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 00:00 | 00:00 |
 | Javelin | 1 | 1.43% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.43% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.43% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.43% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 08:54 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.43% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.43% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 |
 | Orchid Malevolence | 2 | 2.86% | 15.0 | 50.00% | -4.41% | +50.00% | 0.00% | 0.00% | 23:09 | 18:09 | 18:09 | 28:09 | 28:09 | 28:09 | 10:00 | 07:24 |
 | Blight Stone | 4 | 5.71% | 12.5 | 25.00% | -31.06% | -25.00% | -25.00% | 0.00% | 08:30 | -01:29 | -01:29 | -01:29 | -01:28 | 38:25 | 00:01 | 00:00 |
 | Solar Crest | 1 | 1.43% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |
 | Crown | 1 | 1.43% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.43% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 35:15 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 2.86% | 2.5 | 0.00% | -55.88% | 0.00% | 0.00% | 0.00% | 34:53 | 31:20 | 31:20 | 38:25 | 38:25 | 38:25 | 07:05 | 05:14 |