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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 | 27.03% | 100.0 | 90.00% | +38.15% | +10.00% | +10.00% | 0.00% | 32:40 | 27:23 | 29:18 | 30:57 | 34:22 | 41:18 | 05:04 | 03:45 |
 | Desolator | 14 | 37.84% | 97.7 | 78.57% | +26.40% | +21.43% | -11.90% | -4.88% | 21:16 | 16:36 | 18:34 | 20:19 | 25:24 | 29:28 | 06:50 | 05:03 |
 | Blight Stone | 21 | 56.76% | 95.3 | 71.43% | +21.43% | -11.43% | +28.57% | 8.30% | 14:30 | 01:50 | 11:43 | 13:16 | 16:32 | 24:59 | 04:49 | 03:34 |
 | Helm of Iron Will | 35 | 94.59% | 93.0 | 65.71% | +65.71% | -32.38% | +34.29% | 30.08% | 09:38 | 02:57 | 08:57 | 09:42 | 11:10 | 15:20 | 02:13 | 01:38 |
 | Armlet of Mordiggian | 35 | 94.59% | 90.7 | 65.71% | +65.71% | -21.27% | +23.18% | 20.67% | 12:04 | 07:57 | 10:54 | 11:58 | 13:03 | 15:59 | 02:09 | 01:35 |
 | Eye of Skadi | 13 | 35.14% | 88.4 | 76.92% | +22.75% | +23.08% | -10.25% | -7.02% | 25:40 | 19:46 | 22:15 | 24:47 | 27:00 | 35:51 | 04:45 | 03:31 |
 | Phase Boots | 37 | 100.00% | 86.0 | 62.16% | +62.16% | +4.51% | -6.60% | -4.94% | 07:38 | 03:53 | 05:37 | 06:39 | 07:52 | 17:08 | 02:15 | 01:40 |
 | Chainmail | 37 | 100.00% | 83.7 | 62.16% | +62.16% | +4.51% | -6.60% | -3.72% | 06:11 | 02:02 | 03:26 | 05:01 | 06:25 | 16:33 | 02:59 | 02:12 |
 | Boots of Speed | 37 | 100.00% | 81.4 | 62.16% | +62.16% | +15.62% | +4.51% | -6.17% | 04:14 | 01:38 | 03:02 | 03:34 | 04:50 | 11:18 | 01:48 | 01:20 |
 | Quelling Blade | 34 | 91.89% | 79.1 | 61.76% | -4.91% | -17.32% | +13.24% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Skull Basher | 21 | 56.76% | 76.7 | 66.67% | +10.42% | -6.67% | -6.67% | 0.00% | 27:30 | 21:01 | 23:04 | 27:26 | 30:35 | 37:34 | 07:31 | 05:34 |
 | Bracer | 18 | 48.65% | 74.4 | 66.67% | +8.78% | +13.33% | +8.33% | -5.00% | 02:04 | 01:21 | 01:34 | 01:54 | 02:25 | 03:03 | 00:51 | 00:37 |
 | Morbid Mask | 6 | 16.22% | 72.1 | 83.33% | +25.27% | -33.33% | +16.67% | 0.00% | 33:09 | 20:57 | 22:25 | 26:34 | 40:27 | 53:11 | 18:02 | 13:21 |
 | Abyssal Blade | 6 | 16.22% | 69.8 | 83.33% | +25.27% | +16.67% | +16.67% | 0.00% | 38:29 | 33:34 | 35:19 | 36:25 | 42:24 | 42:45 | 07:05 | 05:14 |
 | Vanguard | 6 | 16.22% | 67.4 | 83.33% | +25.27% | +16.67% | +16.67% | 0.00% | 38:19 | 33:24 | 35:16 | 36:13 | 42:09 | 42:42 | 06:53 | 05:05 |
 | Satanic | 6 | 16.22% | 65.1 | 83.33% | +25.27% | -33.33% | +16.67% | 0.00% | 33:51 | 21:23 | 23:57 | 27:17 | 41:08 | 53:45 | 17:11 | 12:43 |
 | Magic Wand | 32 | 86.49% | 62.8 | 56.25% | -43.75% | +6.25% | -6.25% | -2.61% | 09:30 | -01:29 | 07:52 | 10:31 | 12:39 | 18:11 | 04:47 | 03:32 |
 | Magic Stick | 32 | 86.49% | 60.5 | 56.25% | -43.75% | -18.75% | +18.75% | 3.41% | 06:09 | -01:29 | 00:42 | 05:48 | 11:42 | 17:13 | 11:00 | 08:08 |
 | Hand of Midas | 8 | 21.62% | 58.1 | 75.00% | +16.38% | -25.00% | -25.00% | 0.00% | 11:52 | 09:09 | 09:50 | 10:44 | 11:48 | 17:52 | 01:58 | 01:27 |
 | Ring of Health | 10 | 27.03% | 55.8 | 70.00% | +10.74% | -36.67% | +30.00% | 7.62% | 36:38 | 27:54 | 33:24 | 35:45 | 42:09 | 43:59 | 08:45 | 06:28 |
 | Yasha | 11 | 29.73% | 53.5 | 63.64% | +2.10% | +3.03% | -30.31% | -3.92% | 21:37 | 14:15 | 15:18 | 20:41 | 23:48 | 32:38 | 08:30 | 06:17 |
 | Sange | 25 | 67.57% | 51.2 | 52.00% | -31.33% | -2.00% | +14.67% | 5.03% | 17:42 | 13:18 | 15:22 | 17:04 | 18:41 | 26:36 | 03:19 | 02:27 |
 | Manta Style | 5 | 13.51% | 48.8 | 80.00% | +20.62% | -80.00% | +20.00% | 0.00% | 19:53 | 18:13 | 18:13 | 19:38 | 20:32 | 22:00 | 02:19 | 01:42 |
 | Orb of Venom | 12 | 32.43% | 46.5 | 58.33% | -5.67% | -25.00% | +8.34% | 6.33% | 03:43 | -01:29 | -01:29 | 02:58 | 06:45 | 12:56 | 08:14 | 06:05 |
 | Heaven's Halberd | 10 | 27.03% | 44.2 | 60.00% | -2.96% | +6.67% | -10.00% | -5.10% | 21:36 | 18:36 | 18:58 | 20:19 | 22:14 | 31:03 | 03:16 | 02:25 |
 | Assault Cuirass | 8 | 21.62% | 41.9 | 62.50% | +0.43% | -12.50% | +37.50% | 0.00% | 35:08 | 27:56 | 30:31 | 31:15 | 36:02 | 50:55 | 05:31 | 04:05 |
 | Buckler | 8 | 21.62% | 39.5 | 62.50% | +0.43% | -12.50% | +37.50% | 0.00% | 33:50 | 25:27 | 27:45 | 30:20 | 35:15 | 50:10 | 07:30 | 05:33 |
 | Ring of Protection | 9 | 24.32% | 37.2 | 55.56% | -8.73% | -5.56% | +44.44% | 5.10% | 29:55 | -01:24 | 25:27 | 30:20 | 35:15 | 50:10 | 09:48 | 07:15 |
 | Fluffy Hat | 7 | 18.92% | 34.9 | 57.14% | -6.19% | -7.14% | -7.14% | 0.00% | 10:18 | 03:29 | 07:16 | 12:08 | 12:56 | 14:15 | 05:40 | 04:11 |
 | Orb of Corrosion | 7 | 18.92% | 32.6 | 57.14% | -6.19% | -7.14% | -7.14% | 0.00% | 11:09 | 04:11 | 08:35 | 13:23 | 13:32 | 14:41 | 04:57 | 03:40 |
 | Linken's Sphere | 5 | 13.51% | 30.2 | 60.00% | -2.50% | -60.00% | +40.00% | 0.00% | 35:50 | 28:04 | 28:04 | 35:50 | 38:54 | 44:04 | 10:50 | 08:01 |
 | Void Stone | 5 | 13.51% | 27.9 | 60.00% | -2.50% | -60.00% | +40.00% | 0.00% | 35:20 | 27:54 | 27:54 | 35:46 | 38:39 | 43:59 | 10:45 | 07:57 |
 | Wind Lace | 1 | 2.70% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.70% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Javelin | 5 | 13.51% | 20.9 | 40.00% | -25.63% | -40.00% | -40.00% | 0.00% | 23:06 | 09:37 | 09:37 | 25:37 | 29:08 | 36:08 | 19:31 | 14:27 |
 | Aghanim's Shard | 5 | 13.51% | 18.6 | 40.00% | -25.63% | -40.00% | -40.00% | 0.00% | 26:39 | 15:37 | 15:37 | 22:48 | 37:42 | 39:40 | 22:05 | 16:21 |
 | Sange and Yasha | 5 | 13.51% | 16.3 | 40.00% | -25.63% | +60.00% | -40.00% | 0.00% | 25:45 | 21:12 | 21:12 | 26:58 | 27:10 | 29:45 | 05:58 | 04:25 |
 | Silver Edge | 2 | 5.41% | 14.0 | 50.00% | -12.86% | +50.00% | 0.00% | 0.00% | 34:04 | 31:04 | 31:04 | 37:03 | 37:03 | 37:03 | 05:59 | 04:25 |
 | Monkey King Bar | 2 | 5.41% | 11.6 | 50.00% | -12.86% | +50.00% | 0.00% | 0.00% | 34:17 | 29:58 | 29:58 | 38:35 | 38:35 | 38:35 | 08:37 | 06:22 |
 | Shadow Blade | 3 | 8.11% | 9.3 | 33.33% | -31.38% | +66.67% | 0.00% | 0.00% | 32:46 | 27:37 | 27:37 | 32:42 | 37:59 | 37:59 | 10:22 | 07:40 |
 | Crystalys | 4 | 10.81% | 7.0 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 31:56 | 27:47 | 27:47 | 30:35 | 32:26 | 36:57 | 04:39 | 03:26 |
 | Maelstrom | 2 | 5.41% | 4.7 | 0.00% | -65.71% | 0.00% | 0.00% | 0.00% | 14:19 | 13:38 | 13:38 | 14:59 | 14:59 | 14:59 | 01:21 | 01:00 |
 | Mjollnir | 1 | 2.70% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |