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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 | 10 | 13.33% | 100.0 | 90.00% | +48.46% | -23.33% | +10.00% | 5.52% | 39:32 | 28:25 | 34:05 | 38:54 | 40:07 | 1:03:22 | 06:02 | 04:28 |
 | Blight Stone | 18 | 24.00% | 97.6 | 66.67% | +24.56% | -6.67% | -16.67% | -1.16% | 23:44 | 11:54 | 18:29 | 24:46 | 27:08 | 34:51 | 08:39 | 06:24 |
 | Medallion of Courage | 18 | 24.00% | 95.2 | 66.67% | +24.56% | -6.67% | -16.67% | -1.17% | 24:56 | 17:25 | 19:28 | 25:10 | 28:00 | 34:51 | 08:32 | 06:19 |
 | Chainmail | 57 | 76.00% | 92.9 | 54.39% | +26.61% | +24.18% | +2.75% | -3.09% | 13:41 | 04:24 | 09:13 | 12:54 | 16:09 | 30:31 | 06:56 | 05:08 |
 | Orb of Venom | 62 | 82.67% | 90.5 | 51.61% | +20.84% | -7.86% | -11.61% | -3.75% | -00:30 | -01:29 | -01:29 | -01:29 | -01:28 | 06:56 | 00:01 | 00:00 |
 | Phase Boots | 52 | 69.33% | 88.1 | 51.92% | +12.79% | +17.31% | -21.15% | -6.71% | 13:57 | 04:24 | 10:27 | 12:49 | 16:11 | 30:39 | 05:44 | 04:14 |
 | Magic Stick | 74 | 98.67% | 85.7 | 48.65% | +48.65% | +9.24% | +1.35% | -1.12% | 06:08 | 00:13 | 01:55 | 04:46 | 08:58 | 19:35 | 07:03 | 05:13 |
 | Ring of Protection | 46 | 61.33% | 83.3 | 52.17% | +10.79% | -2.17% | -6.72% | -0.53% | 15:19 | 05:07 | 09:16 | 12:36 | 17:48 | 44:54 | 08:32 | 06:19 |
 | Boots of Speed | 75 | 100.00% | 81.0 | 48.00% | +48.00% | +30.95% | -26.95% | -21.58% | 05:06 | -01:29 | 03:20 | 04:48 | 06:01 | 14:43 | 02:41 | 01:59 |
 | Ring of Basilius | 14 | 18.67% | 78.6 | 64.29% | +20.03% | +10.71% | -30.96% | -2.77% | 27:37 | 15:18 | 19:14 | 26:36 | 34:17 | 44:54 | 15:03 | 11:08 |
 | Solar Crest | 8 | 10.67% | 76.2 | 75.00% | +30.22% | +25.00% | -25.00% | 0.00% | 33:19 | 28:07 | 28:21 | 32:55 | 35:11 | 37:56 | 06:50 | 05:03 |
 | Stout Shield | 67 | 89.33% | 73.8 | 46.27% | -16.23% | -10.98% | -10.98% | 0.00% | -00:50 | -01:29 | -01:29 | -01:29 | -01:29 | 40:29 | 00:00 | 00:00 |
 | Wind Lace | 50 | 66.67% | 71.4 | 46.00% | -6.00% | -15.23% | -12.67% | 0.22% | 14:22 | 02:54 | 09:01 | 12:20 | 20:50 | 33:11 | 11:49 | 08:45 |
 | Ring of Health | 9 | 12.00% | 69.0 | 66.67% | +21.22% | +33.33% | -16.67% | 0.00% | 25:00 | 16:38 | 19:00 | 21:38 | 30:25 | 41:01 | 11:25 | 08:27 |
 | Bracer | 34 | 45.33% | 66.7 | 47.06% | -1.72% | -13.73% | -9.56% | 0.52% | 14:03 | 02:57 | 09:42 | 12:38 | 17:46 | 27:16 | 08:04 | 05:58 |
 | Urn of Shadows | 37 | 49.33% | 64.3 | 45.95% | -4.05% | +9.61% | -34.84% | -8.33% | 13:53 | 07:07 | 10:01 | 12:36 | 15:21 | 36:26 | 05:20 | 03:57 |
 | Magic Wand | 52 | 69.33% | 61.9 | 42.31% | -18.56% | +3.84% | -11.54% | -2.18% | 16:22 | 06:28 | 11:50 | 15:42 | 18:53 | 54:41 | 07:03 | 05:13 |
 | Vladmir's Offering | 12 | 16.00% | 59.5 | 58.33% | +12.30% | +41.67% | -25.00% | -7.65% | 29:10 | 21:40 | 22:20 | 26:37 | 31:03 | 44:54 | 08:43 | 06:27 |
 | Morbid Mask | 12 | 16.00% | 57.1 | 58.33% | +12.30% | +41.67% | -25.00% | -7.58% | 28:31 | 20:02 | 21:53 | 26:36 | 30:41 | 44:54 | 08:48 | 06:31 |
 | Spirit Vessel | 20 | 26.67% | 54.8 | 50.00% | +2.73% | +10.00% | +10.00% | 0.00% | 22:38 | 16:01 | 20:06 | 22:43 | 23:23 | 35:09 | 03:17 | 02:25 |
 | Drum of Endurance | 10 | 13.33% | 52.4 | 60.00% | +13.85% | +40.00% | -10.00% | -4.11% | 22:16 | 15:56 | 16:45 | 21:28 | 28:55 | 29:23 | 12:10 | 09:00 |
 | Crown | 10 | 13.33% | 50.0 | 60.00% | +13.85% | +40.00% | -60.00% | -14.74% | 20:17 | 11:46 | 16:29 | 17:34 | 23:16 | 28:55 | 06:47 | 05:01 |
 | Headdress | 6 | 8.00% | 47.6 | 66.67% | +20.29% | +33.33% | -66.67% | 0.00% | 23:25 | 20:13 | 21:01 | 24:04 | 25:17 | 25:31 | 04:16 | 03:09 |
 | Hood of Defiance | 6 | 8.00% | 45.2 | 66.67% | +20.29% | +33.33% | -66.67% | 0.00% | 21:00 | 17:05 | 19:03 | 21:11 | 22:47 | 24:28 | 03:44 | 02:45 |
 | Pipe of Insight | 6 | 8.00% | 42.9 | 66.67% | +20.29% | +33.33% | -66.67% | 0.00% | 24:30 | 20:16 | 21:12 | 24:33 | 26:49 | 27:28 | 05:37 | 04:09 |
 | Shadow Blade | 2 | 2.67% | 40.5 | 100.00% | +53.42% | 0.00% | 0.00% | 0.00% | 45:11 | 33:35 | 33:35 | 56:47 | 56:47 | 56:47 | 23:12 | 17:11 |
 | Hand of Midas | 2 | 2.67% | 38.1 | 100.00% | +53.42% | 0.00% | 0.00% | 0.00% | 19:12 | 18:41 | 18:41 | 19:43 | 19:43 | 19:43 | 01:02 | 00:45 |
 | Quelling Blade | 11 | 14.67% | 35.7 | 45.45% | -2.99% | -45.45% | +21.22% | 6.79% | 07:44 | -01:28 | 00:34 | 07:58 | 10:23 | 17:04 | 09:49 | 07:16 |
 | Blade Mail | 6 | 8.00% | 33.3 | 50.00% | +2.17% | 0.00% | +50.00% | 0.00% | 33:40 | 14:45 | 20:30 | 31:51 | 45:21 | 54:38 | 24:51 | 18:24 |
 | Glimmer Cape | 6 | 8.00% | 31.0 | 50.00% | +2.17% | 0.00% | +50.00% | 0.00% | 32:22 | 24:05 | 26:00 | 31:33 | 32:39 | 48:00 | 06:39 | 04:55 |
 | Vanguard | 3 | 4.00% | 28.6 | 66.67% | +19.45% | +33.33% | 0.00% | 0.00% | 34:10 | 30:25 | 30:25 | 30:55 | 41:11 | 41:11 | 10:46 | 07:58 |
 | Power Treads | 3 | 4.00% | 26.2 | 66.67% | +19.45% | -66.67% | 0.00% | 0.00% | 19:59 | 17:47 | 17:47 | 18:53 | 23:18 | 23:18 | 05:31 | 04:05 |
 | Tranquil Boots | 9 | 12.00% | 23.8 | 33.33% | -16.67% | +16.67% | +16.67% | 0.00% | 18:30 | 14:18 | 14:22 | 17:39 | 18:23 | 30:39 | 04:01 | 02:58 |
 | Moon Shard | 1 | 1.33% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.33% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 48:06 | 00:00 | 00:00 |
 | Void Stone | 2 | 2.67% | 16.7 | 50.00% | +2.05% | +50.00% | 0.00% | 0.00% | 34:49 | 21:07 | 21:07 | 48:31 | 48:31 | 48:31 | 27:24 | 20:17 |
 | Buckler | 2 | 2.67% | 14.3 | 50.00% | +2.05% | -50.00% | 0.00% | 0.00% | 20:27 | 14:23 | 14:23 | 26:30 | 26:30 | 26:30 | 12:07 | 08:58 |
 | Aghanim's Scepter | 2 | 2.67% | 11.9 | 50.00% | +2.05% | -50.00% | 0.00% | 0.00% | 46:43 | 43:06 | 43:06 | 50:20 | 50:20 | 50:20 | 07:14 | 05:21 |
 | Eul's Scepter of Divinity | 2 | 2.67% | 9.5 | 50.00% | +2.05% | +50.00% | 0.00% | 0.00% | 37:08 | 25:44 | 25:44 | 48:31 | 48:31 | 48:31 | 22:47 | 16:52 |
 | Heaven's Halberd | 4 | 5.33% | 7.1 | 25.00% | -24.30% | -25.00% | +75.00% | 0.00% | 32:22 | 26:38 | 26:38 | 26:49 | 28:07 | 47:55 | 01:29 | 01:05 |
 | Sange | 5 | 6.67% | 4.8 | 20.00% | -30.00% | -20.00% | +80.00% | 0.00% | 29:14 | 22:09 | 22:09 | 23:57 | 36:15 | 40:19 | 14:06 | 10:26 |
 | Ghost Scepter | 1 | 1.33% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:39 | 45:39 | 45:39 | 45:39 | 45:39 | 45:39 | 00:00 | 00:00 |