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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 | |
 | Black King Bar | 27 | 64.29% | 100.0 | 66.67% | +33.34% | +4.76% | +4.76% | 0.00% | 22:14 | 16:24 | 18:20 | 21:18 | 23:59 | 48:42 | 05:39 | 04:11 |
 | Ring of Protection | 22 | 52.38% | 98.0 | 68.18% | +28.18% | -1.51% | +11.82% | 0.56% | 19:02 | -01:29 | 06:17 | 23:42 | 30:16 | 37:18 | 23:59 | 17:45 |
 | Assault Cuirass | 12 | 28.57% | 96.0 | 75.00% | +28.33% | +25.00% | -8.33% | -6.47% | 30:29 | 23:20 | 27:08 | 31:19 | 32:17 | 37:52 | 05:09 | 03:48 |
 | Buckler | 14 | 33.33% | 94.0 | 71.43% | +25.00% | +28.57% | -4.76% | -8.73% | 28:58 | 21:36 | 26:59 | 28:23 | 30:48 | 37:18 | 03:49 | 02:49 |
 | Boots of Speed | 42 | 100.00% | 92.0 | 54.76% | +54.76% | -0.21% | +5.24% | 3.94% | 04:14 | -01:29 | 03:31 | 04:18 | 04:54 | 07:32 | 01:23 | 01:01 |
 | Bracer | 34 | 80.95% | 90.0 | 55.88% | +5.88% | +10.79% | -30.88% | -16.34% | 03:33 | -01:29 | 01:44 | 03:35 | 04:17 | 09:05 | 02:33 | 01:53 |
 | Sange | 20 | 47.62% | 88.0 | 60.00% | +10.00% | 0.00% | 0.00% | 0.00% | 16:13 | 10:26 | 12:17 | 14:55 | 18:22 | 24:39 | 06:05 | 04:30 |
 | Bottle | 31 | 73.81% | 86.0 | 54.84% | +0.29% | +20.16% | -17.34% | -37.50% | 02:14 | 01:37 | 01:47 | 02:01 | 02:19 | 04:27 | 00:32 | 00:23 |
 | Phase Boots | 38 | 90.48% | 84.0 | 52.63% | -22.37% | +7.37% | -19.30% | -16.33% | 07:50 | 05:39 | 06:50 | 07:31 | 08:28 | 11:26 | 01:38 | 01:12 |
 | Chainmail | 38 | 90.48% | 82.0 | 52.63% | -22.37% | +17.37% | -19.30% | -20.76% | 07:12 | 05:10 | 06:11 | 06:56 | 07:57 | 11:07 | 01:46 | 01:18 |
 | Aghanim's Scepter | 10 | 23.81% | 80.0 | 70.00% | +20.00% | -3.33% | +30.00% | 2.64% | 31:18 | 21:00 | 25:00 | 29:21 | 37:38 | 43:40 | 12:38 | 09:21 |
 | Magic Wand | 27 | 64.29% | 78.0 | 55.56% | +2.23% | +15.87% | -12.70% | -12.99% | 09:46 | 02:21 | 07:25 | 08:13 | 09:37 | 24:05 | 02:12 | 01:37 |
 | Quelling Blade | 39 | 92.86% | 76.0 | 51.28% | -48.72% | -1.28% | +28.72% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 03:59 | 00:00 | 00:00 |
 | Magic Stick | 31 | 73.81% | 74.0 | 51.61% | -12.03% | -14.11% | -1.61% | 2.33% | 06:05 | -01:29 | 02:51 | 06:58 | 08:13 | 15:08 | 05:22 | 03:58 |
 | Blink Dagger | 3 | 7.14% | 72.0 | 100.00% | +48.72% | 0.00% | 0.00% | 0.00% | 31:43 | 27:14 | 27:14 | 33:49 | 34:05 | 34:05 | 06:51 | 05:04 |
 | Armlet of Mordiggian | 9 | 21.43% | 70.0 | 66.67% | +15.15% | -16.67% | -66.67% | -22.22% | 11:46 | 09:17 | 10:48 | 11:13 | 13:03 | 13:27 | 02:15 | 01:40 |
 | Urn of Shadows | 7 | 16.67% | 68.0 | 71.43% | +20.00% | -21.43% | -21.43% | 0.00% | 06:41 | 02:46 | 02:54 | 07:25 | 07:55 | 10:48 | 05:01 | 03:42 |
 | Heaven's Halberd | 16 | 38.10% | 66.0 | 56.25% | +2.40% | -6.25% | +18.75% | 3.95% | 20:17 | 14:03 | 16:25 | 19:23 | 22:45 | 28:23 | 06:20 | 04:41 |
 | Helm of Iron Will | 10 | 23.81% | 64.0 | 60.00% | +6.87% | +6.67% | -60.00% | -16.53% | 10:39 | 06:49 | 08:13 | 10:07 | 12:15 | 17:58 | 04:02 | 02:59 |
 | Spirit Vessel | 6 | 14.29% | 62.0 | 66.67% | +13.89% | +33.33% | -66.67% | -56.60% | 14:54 | 09:34 | 13:53 | 14:10 | 15:39 | 20:30 | 01:46 | 01:18 |
 | Crystalys | 4 | 9.52% | 60.0 | 75.00% | +22.37% | +25.00% | -75.00% | 0.00% | 26:57 | 20:13 | 20:13 | 25:00 | 26:29 | 36:07 | 06:16 | 04:38 |
 | Shiva's Guard | 4 | 9.52% | 58.0 | 75.00% | +22.37% | +25.00% | -75.00% | 0.00% | 32:22 | 31:01 | 31:01 | 31:42 | 32:34 | 34:10 | 01:33 | 01:08 |
 | Void Stone | 2 | 4.76% | 56.0 | 100.00% | +47.50% | 0.00% | 0.00% | 0.00% | 33:27 | 30:06 | 30:06 | 36:47 | 36:47 | 36:47 | 06:41 | 04:57 |
 | Radiance | 5 | 11.90% | 54.0 | 60.00% | +5.95% | +40.00% | -60.00% | -37.97% | 16:25 | 15:01 | 15:01 | 16:04 | 17:39 | 17:49 | 02:38 | 01:57 |
 | Orchid Malevolence | 6 | 14.29% | 52.0 | 50.00% | -5.56% | -50.00% | +50.00% | 27.91% | 16:27 | 12:15 | 13:31 | 14:52 | 17:06 | 25:24 | 03:35 | 02:39 |
 | Aghanim's Shard | 3 | 7.14% | 50.0 | 66.67% | +12.82% | -66.67% | 0.00% | 0.00% | 31:14 | 24:24 | 24:24 | 24:44 | 44:34 | 44:34 | 20:10 | 14:56 |
 | Ring of Health | 7 | 16.67% | 48.0 | 42.86% | -14.28% | -42.86% | +7.14% | 4.91% | 14:27 | 05:28 | 08:34 | 10:29 | 18:45 | 28:53 | 10:11 | 07:32 |
 | Lotus Orb | 1 | 2.38% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 2.38% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 2.38% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:28 | 56:28 | 56:28 | 56:28 | 56:28 | 56:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.38% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 37:00 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.38% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 19:45 | 00:00 | 00:00 |
 | Yasha | 1 | 2.38% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.38% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 2.38% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.38% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 2.38% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.38% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 07:58 | 00:00 | 00:00 |
 | Hood of Defiance | 5 | 11.90% | 24.0 | 40.00% | -16.76% | -40.00% | -40.00% | 0.00% | 14:37 | 08:45 | 08:45 | 16:20 | 18:45 | 19:31 | 10:00 | 07:24 |
 | Daedalus | 2 | 4.76% | 22.0 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 32:23 | 25:00 | 25:00 | 39:45 | 39:45 | 39:45 | 14:45 | 10:55 |
 | Wind Lace | 4 | 9.52% | 20.0 | 25.00% | -32.89% | +75.00% | -25.00% | 0.00% | 16:33 | 06:36 | 06:36 | 08:24 | 23:32 | 27:39 | 16:56 | 12:32 |
 | Pipe of Insight | 4 | 9.52% | 18.0 | 25.00% | -32.89% | -25.00% | -25.00% | 0.00% | 24:34 | 17:36 | 17:36 | 23:18 | 26:05 | 31:16 | 08:29 | 06:17 |
 | Headdress | 4 | 9.52% | 16.0 | 25.00% | -32.89% | -25.00% | -25.00% | 0.00% | 23:52 | 17:17 | 17:17 | 20:52 | 26:05 | 31:15 | 08:48 | 06:31 |
 | Solar Crest | 2 | 4.76% | 14.0 | 0.00% | -57.50% | 0.00% | 0.00% | 0.00% | 19:05 | 13:57 | 13:57 | 24:13 | 24:13 | 24:13 | 10:16 | 07:36 |
 | Blight Stone | 3 | 7.14% | 12.0 | 0.00% | -58.97% | 0.00% | 0.00% | 0.00% | 18:57 | 10:10 | 10:10 | 21:35 | 25:05 | 25:05 | 14:55 | 11:02 |
 | Crimson Guard | 1 | 2.38% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.38% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Medallion of Courage | 3 | 7.14% | 6.0 | 0.00% | -58.97% | 0.00% | 0.00% | 0.00% | 19:06 | 10:10 | 10:10 | 22:03 | 25:05 | 25:05 | 14:55 | 11:02 |
 | Crown | 2 | 4.76% | 4.0 | 0.00% | -57.50% | 0.00% | 0.00% | 0.00% | 17:28 | 11:25 | 11:25 | 23:31 | 23:31 | 23:31 | 12:06 | 08:57 |
 | Vanguard | 2 | 4.76% | 2.0 | 0.00% | -57.50% | 0.00% | 0.00% | 0.00% | 12:14 | 11:42 | 11:42 | 12:45 | 12:45 | 12:45 | 01:03 | 00:46 |