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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 | |
 | Pipe of Insight | 20 | 58.82% | 100.0 | 80.00% | +44.29% | +20.00% | -20.00% | -5.56% | 19:08 | 11:35 | 15:01 | 17:46 | 22:13 | 27:58 | 07:12 | 05:20 |
 | Buckler | 24 | 70.59% | 97.7 | 75.00% | +45.00% | +25.00% | +8.33% | -2.46% | 18:58 | 10:48 | 14:06 | 15:57 | 20:52 | 45:33 | 06:46 | 05:00 |
 | Arcane Boots | 29 | 85.29% | 95.5 | 72.41% | +72.41% | +13.30% | -15.27% | -8.53% | 07:31 | 04:26 | 05:34 | 07:06 | 08:55 | 18:35 | 03:21 | 02:28 |
 | Bracer | 5 | 14.71% | 93.2 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 02:06 | 01:51 | 01:51 | 01:53 | 02:10 | 02:46 | 00:19 | 00:14 |
 | Guardian Greaves | 22 | 64.71% | 90.9 | 72.73% | +31.06% | +10.60% | +7.27% | -0.93% | 19:19 | 14:04 | 16:41 | 18:35 | 20:17 | 34:58 | 03:36 | 02:40 |
 | Wraith Band | 8 | 23.53% | 88.6 | 87.50% | +33.65% | +12.50% | +12.50% | 0.00% | 02:52 | 01:23 | 01:39 | 02:03 | 02:53 | 06:12 | 01:14 | 00:54 |
 | Headdress | 29 | 85.29% | 86.4 | 68.97% | +48.97% | +2.46% | -11.83% | -3.08% | 11:13 | 07:05 | 08:18 | 10:55 | 12:56 | 21:25 | 04:38 | 03:25 |
 | Quelling Blade | 28 | 82.35% | 84.1 | 67.86% | +34.53% | +3.57% | -10.72% | -14.29% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:17 | 00:01 | 00:00 |
 | Mekansm | 23 | 67.65% | 81.8 | 69.57% | +24.12% | -19.57% | -19.57% | 0.00% | 12:45 | 09:14 | 10:23 | 12:13 | 15:04 | 18:28 | 04:41 | 03:28 |
 | Hood of Defiance | 26 | 76.47% | 79.5 | 65.38% | +15.38% | +20.33% | +1.29% | -3.87% | 13:04 | 07:29 | 10:01 | 11:48 | 14:56 | 22:47 | 04:55 | 03:38 |
 | Magic Stick | 30 | 88.24% | 77.3 | 63.33% | +13.33% | +11.67% | -20.47% | -3.94% | 06:50 | -01:29 | 02:00 | 07:24 | 10:09 | 19:55 | 08:09 | 06:02 |
 | Boots of Speed | 34 | 100.00% | 75.0 | 61.76% | +61.76% | +4.91% | +0.74% | -1.73% | 03:43 | 01:59 | 02:32 | 03:19 | 04:57 | 06:16 | 02:25 | 01:47 |
 | Ring of Health | 29 | 85.29% | 72.7 | 62.07% | +2.07% | +9.36% | -4.93% | -1.59% | 09:53 | 02:57 | 03:57 | 06:55 | 12:56 | 27:02 | 08:59 | 06:39 |
 | Ring of Protection | 31 | 91.18% | 70.5 | 61.29% | -5.38% | -11.29% | +13.71% | 1.51% | 11:44 | -01:29 | 00:13 | 12:19 | 16:44 | 45:32 | 16:31 | 12:14 |
 | Magic Wand | 30 | 88.24% | 68.2 | 60.00% | -15.00% | -10.00% | -2.86% | 0.98% | 08:51 | -01:29 | 04:38 | 09:08 | 11:57 | 20:16 | 07:19 | 05:25 |
 | Blink Dagger | 31 | 91.18% | 65.9 | 58.06% | -41.94% | -8.06% | -20.56% | -1.54% | 23:40 | 13:33 | 19:25 | 24:24 | 27:31 | 31:45 | 08:06 | 06:00 |
 | Chainmail | 28 | 82.35% | 63.6 | 57.14% | -26.19% | -14.28% | 0.00% | 2.61% | 09:52 | 03:09 | 07:07 | 09:12 | 12:35 | 18:07 | 05:28 | 04:02 |
 | Aghanim's Shard | 16 | 47.06% | 61.4 | 62.50% | +1.39% | +37.50% | -37.50% | -8.60% | 29:48 | 19:00 | 23:25 | 28:11 | 32:08 | 48:54 | 08:43 | 06:27 |
 | Wind Lace | 10 | 29.41% | 59.1 | 70.00% | +11.67% | -3.33% | +30.00% | 3.84% | 08:23 | -01:28 | 05:01 | 08:16 | 13:42 | 16:57 | 08:41 | 06:25 |
 | Void Stone | 12 | 35.29% | 56.8 | 50.00% | -18.18% | -16.67% | -16.67% | 0.00% | 35:00 | 16:23 | 24:54 | 34:34 | 41:43 | 58:59 | 16:49 | 12:27 |
 | Assault Cuirass | 2 | 5.88% | 54.5 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 41:24 | 36:39 | 36:39 | 46:08 | 46:08 | 46:08 | 09:29 | 07:01 |
 | Sange | 7 | 20.59% | 52.3 | 57.14% | -5.82% | -7.14% | -7.14% | 0.00% | 28:59 | 18:36 | 24:32 | 29:36 | 32:11 | 35:07 | 07:39 | 05:40 |
 | Heaven's Halberd | 7 | 20.59% | 50.0 | 57.14% | -5.82% | -7.14% | -7.14% | 0.00% | 31:57 | 24:48 | 26:28 | 31:24 | 34:43 | 38:16 | 08:15 | 06:06 |
 | Lotus Orb | 5 | 14.71% | 47.7 | 60.00% | -2.07% | +40.00% | -60.00% | 0.00% | 33:31 | 19:26 | 19:26 | 34:34 | 40:44 | 41:16 | 21:18 | 15:46 |
 | Refresher Orb | 6 | 17.65% | 45.5 | 50.00% | -14.29% | +50.00% | -50.00% | 0.00% | 48:17 | 35:56 | 39:51 | 43:50 | 59:18 | 1:01:40 | 19:27 | 14:24 |
 | Aghanim's Scepter | 3 | 8.82% | 43.2 | 66.67% | +5.38% | +33.33% | 0.00% | 0.00% | 25:25 | 19:56 | 19:56 | 20:24 | 35:54 | 35:54 | 15:58 | 11:49 |
 | Shiva's Guard | 4 | 11.76% | 40.9 | 50.00% | -13.33% | +50.00% | -50.00% | 0.00% | 33:28 | 29:45 | 29:45 | 30:16 | 32:42 | 41:09 | 02:57 | 02:11 |
 | Fluffy Hat | 4 | 11.76% | 38.6 | 50.00% | -13.33% | +50.00% | +50.00% | 0.00% | 25:15 | 16:55 | 16:55 | 26:31 | 28:01 | 29:31 | 11:06 | 08:13 |
 | Yasha and Kaya | 1 | 2.94% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.94% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.94% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.94% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 5.88% | 27.3 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 38:33 | 32:16 | 32:16 | 44:49 | 44:49 | 44:49 | 12:33 | 09:17 |
 | Black King Bar | 2 | 5.88% | 25.0 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 46:07 | 35:32 | 35:32 | 56:41 | 56:41 | 56:41 | 21:09 | 15:40 |
 | Ring of Basilius | 3 | 8.82% | 22.7 | 33.33% | -31.19% | -33.33% | 0.00% | 0.00% | 21:47 | 10:10 | 10:10 | 22:30 | 32:41 | 32:41 | 22:31 | 16:40 |
 | Force Staff | 3 | 8.82% | 20.5 | 33.33% | -31.19% | -33.33% | 0.00% | 0.00% | 35:45 | 28:01 | 28:01 | 32:36 | 46:39 | 46:39 | 18:38 | 13:48 |
 | Blight Stone | 3 | 8.82% | 18.2 | 33.33% | -31.19% | +66.67% | 0.00% | 0.00% | 07:26 | 05:43 | 05:43 | 07:06 | 09:30 | 09:30 | 03:47 | 02:48 |
 | Arcane Blink | 1 | 2.94% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:15 | 1:24:15 | 1:24:15 | 1:24:15 | 1:24:15 | 1:24:15 | 00:00 | 00:00 |
 | Soul Ring | 6 | 17.65% | 13.6 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 07:47 | 02:29 | 04:07 | 06:45 | 10:54 | 13:35 | 06:47 | 05:01 |
 | Helm of Iron Will | 1 | 2.94% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:12 | 49:12 | 49:12 | 49:12 | 49:12 | 49:12 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.94% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.94% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.94% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:34 | 16:34 | 16:34 | 16:34 | 16:34 | 16:34 | 00:00 | 00:00 |
 | Phase Boots | 5 | 14.71% | 2.3 | 0.00% | -72.41% | 0.00% | 0.00% | 0.00% | 07:37 | 04:54 | 04:54 | 07:58 | 08:51 | 09:45 | 03:57 | 02:55 |