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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 | |
 | Abyssal Blade | 17 | 14.05% | 100.0 | 82.35% | +42.93% | +17.65% | -32.35% | 0.00% | 38:20 | 27:48 | 34:17 | 37:39 | 41:13 | 48:46 | 06:56 | 05:08 |
 | Aghanim's Scepter | 57 | 47.11% | 98.0 | 66.67% | +40.11% | +19.04% | -23.81% | -7.70% | 26:43 | 17:42 | 24:01 | 26:11 | 29:35 | 40:15 | 05:34 | 04:07 |
 | Vanguard | 18 | 14.88% | 96.1 | 77.78% | +37.97% | +22.22% | -27.78% | -6.96% | 38:15 | 27:44 | 34:32 | 36:41 | 41:43 | 48:36 | 07:11 | 05:19 |
 | Eye of Skadi | 36 | 29.75% | 94.1 | 66.67% | +30.20% | +22.22% | -33.34% | -8.17% | 30:49 | 23:00 | 26:26 | 30:56 | 33:14 | 44:35 | 06:48 | 05:02 |
 | Aghanim's Shard | 62 | 51.24% | 92.2 | 61.29% | +32.48% | +19.96% | -1.29% | -3.90% | 27:00 | 20:00 | 23:52 | 26:20 | 29:19 | 43:50 | 05:27 | 04:02 |
 | Blink Dagger | 20 | 16.53% | 90.2 | 70.00% | +29.41% | -10.00% | -10.00% | 0.00% | 35:02 | 17:17 | 29:13 | 34:14 | 37:39 | 59:52 | 08:26 | 06:14 |
 | Skull Basher | 34 | 28.10% | 88.2 | 58.82% | +18.59% | +7.85% | -21.32% | -3.43% | 34:08 | 23:05 | 30:20 | 33:56 | 38:50 | 45:19 | 08:30 | 06:17 |
 | Magic Stick | 111 | 91.74% | 86.3 | 46.85% | +16.85% | +10.29% | +3.15% | -1.55% | 03:13 | -01:30 | -01:29 | 01:50 | 06:06 | 24:18 | 07:35 | 05:37 |
 | Chainmail | 95 | 78.51% | 84.3 | 47.37% | +8.91% | -1.54% | -9.87% | -6.94% | 04:53 | 01:53 | 04:11 | 04:51 | 05:23 | 12:13 | 01:12 | 00:53 |
 | Phase Boots | 95 | 78.51% | 82.4 | 47.37% | +8.91% | +2.63% | -5.70% | -6.49% | 06:08 | 03:51 | 05:20 | 06:00 | 06:37 | 12:32 | 01:17 | 00:57 |
 | Magic Wand | 103 | 85.12% | 80.4 | 46.60% | +7.71% | +18.78% | -4.29% | -3.86% | 07:24 | -01:19 | 02:54 | 06:47 | 08:53 | 24:18 | 05:59 | 04:25 |
 | Quelling Blade | 121 | 100.00% | 78.4 | 45.45% | +45.45% | -5.45% | +1.22% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:20 | 00:00 | 00:00 |
 | Boots of Speed | 121 | 100.00% | 76.5 | 45.45% | +45.45% | +4.55% | -15.45% | -20.00% | 02:22 | 00:49 | 01:49 | 02:06 | 02:49 | 04:51 | 01:00 | 00:44 |
 | Ring of Health | 54 | 44.63% | 74.5 | 50.00% | +8.21% | -7.14% | +26.92% | 3.38% | 17:06 | 05:40 | 07:49 | 12:43 | 17:53 | 48:36 | 10:04 | 07:27 |
 | Yasha | 114 | 94.21% | 72.5 | 44.74% | -12.40% | +27.67% | -19.74% | -15.38% | 16:38 | 09:03 | 15:20 | 16:41 | 18:25 | 29:11 | 03:05 | 02:17 |
 | Maelstrom | 77 | 63.64% | 70.6 | 45.45% | 0.00% | +17.71% | +12.44% | -1.43% | 14:50 | 10:10 | 12:12 | 14:00 | 15:53 | 33:08 | 03:41 | 02:43 |
 | Manta Style | 67 | 55.37% | 68.6 | 46.27% | +1.83% | +36.08% | -34.51% | -22.17% | 20:31 | 13:21 | 18:46 | 20:56 | 21:57 | 28:13 | 03:11 | 02:21 |
 | Javelin | 81 | 66.94% | 66.7 | 44.44% | -3.06% | +15.56% | +0.56% | -3.08% | 12:56 | 06:02 | 08:52 | 10:57 | 13:44 | 33:19 | 04:52 | 03:36 |
 | Sange and Yasha | 38 | 31.40% | 64.7 | 50.00% | +6.63% | +10.00% | -5.56% | -4.11% | 20:44 | 11:51 | 18:04 | 19:52 | 21:51 | 32:55 | 03:47 | 02:48 |
 | Sange | 38 | 31.40% | 62.7 | 50.00% | +6.63% | +10.00% | -5.56% | -4.11% | 20:25 | 11:51 | 17:46 | 19:31 | 21:33 | 32:26 | 03:47 | 02:48 |
 | Mjollnir | 42 | 34.71% | 60.8 | 47.62% | +3.32% | +16.02% | +32.38% | 2.27% | 27:08 | 16:24 | 23:13 | 26:09 | 30:26 | 46:35 | 07:13 | 05:20 |
 | Wind Lace | 32 | 26.45% | 58.8 | 46.88% | +1.94% | -9.38% | -34.38% | -2.91% | 11:01 | -01:29 | 06:10 | 10:22 | 14:45 | 36:21 | 08:35 | 06:21 |
 | Void Stone | 44 | 36.36% | 56.9 | 43.18% | -3.57% | +2.27% | -6.82% | -2.17% | 12:22 | 06:59 | 08:45 | 11:08 | 12:56 | 40:46 | 04:11 | 03:05 |
 | Battle Fury | 41 | 33.88% | 54.9 | 41.46% | -6.04% | +28.54% | -21.46% | -21.90% | 14:25 | 10:55 | 13:08 | 14:13 | 15:25 | 17:53 | 02:17 | 01:41 |
 | Wraith Band | 46 | 38.02% | 52.9 | 36.96% | -13.71% | -3.63% | +8.49% | 2.51% | 04:20 | 00:57 | 02:13 | 03:19 | 07:03 | 09:05 | 04:50 | 03:34 |
 | Hand of Midas | 9 | 7.44% | 51.0 | 55.56% | +10.92% | -5.56% | -5.56% | 0.00% | 10:18 | 07:48 | 08:36 | 10:51 | 11:38 | 11:51 | 03:02 | 02:14 |
 | Butterfly | 10 | 8.26% | 49.0 | 50.00% | +4.95% | +16.67% | +50.00% | 0.00% | 34:05 | 18:09 | 34:07 | 34:13 | 38:46 | 41:01 | 04:39 | 03:26 |
 | Nullifier | 2 | 1.65% | 47.1 | 100.00% | +55.46% | 0.00% | 0.00% | 0.00% | 53:58 | 52:18 | 52:18 | 55:37 | 55:37 | 55:37 | 03:19 | 02:27 |
 | Helm of Iron Will | 2 | 1.65% | 45.1 | 100.00% | +55.46% | 0.00% | 0.00% | 0.00% | 51:26 | 50:39 | 50:39 | 52:13 | 52:13 | 52:13 | 01:34 | 01:09 |
 | Swift Blink | 7 | 5.79% | 43.1 | 57.14% | +12.40% | -7.14% | -7.14% | 0.00% | 42:01 | 29:59 | 33:20 | 39:18 | 45:02 | 60:07 | 11:42 | 08:40 |
 | Monkey King Bar | 7 | 5.79% | 41.2 | 57.14% | +12.40% | -7.14% | +42.86% | 0.00% | 29:40 | 24:18 | 25:28 | 30:40 | 31:40 | 35:06 | 06:12 | 04:35 |
 | Power Treads | 23 | 19.01% | 39.2 | 34.78% | -13.18% | +15.22% | -18.11% | -21.74% | 06:27 | 04:28 | 05:20 | 06:28 | 06:52 | 09:47 | 01:32 | 01:08 |
 | Black King Bar | 6 | 4.96% | 37.3 | 50.00% | +4.78% | 0.00% | -50.00% | 0.00% | 41:56 | 32:31 | 35:48 | 37:01 | 46:00 | 56:15 | 10:12 | 07:33 |
 | Linken's Sphere | 3 | 2.48% | 35.3 | 66.67% | +21.75% | -66.67% | 0.00% | 0.00% | 32:36 | 22:31 | 22:31 | 34:32 | 40:46 | 40:46 | 18:15 | 13:31 |
 | Aghanim's Blessing | 4 | 3.31% | 33.3 | 50.00% | +4.70% | +50.00% | +50.00% | 0.00% | 51:19 | 42:19 | 42:19 | 46:58 | 56:12 | 59:48 | 13:53 | 10:17 |
 | Hood of Defiance | 1 | 0.83% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.83% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.83% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 1.65% | 25.5 | 50.00% | +4.62% | +50.00% | 0.00% | 0.00% | 01:56 | -01:29 | -01:29 | 05:21 | 05:21 | 05:21 | 06:50 | 05:03 |
 | Mask of Madness | 3 | 2.48% | 23.5 | 33.33% | -12.43% | -33.33% | 0.00% | 0.00% | 10:05 | 09:32 | 09:32 | 09:56 | 10:46 | 10:46 | 01:14 | 00:54 |
 | Morbid Mask | 3 | 2.48% | 21.6 | 33.33% | -12.43% | -33.33% | 0.00% | 0.00% | 08:29 | 07:10 | 07:10 | 08:41 | 09:36 | 09:36 | 02:26 | 01:48 |
 | Divine Rapier | 4 | 3.31% | 19.6 | 25.00% | -21.15% | +75.00% | -25.00% | 0.00% | 47:01 | 36:55 | 36:55 | 46:16 | 52:18 | 52:34 | 15:23 | 11:23 |
 | Ethereal Blade | 1 | 0.83% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Buckler | 1 | 0.83% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 31:13 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.83% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 25:01 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.83% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.83% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.83% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 31:41 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.83% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 0.83% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 1.65% | 2.0 | 0.00% | -46.22% | 0.00% | 0.00% | 0.00% | 14:52 | -01:29 | -01:29 | 31:13 | 31:13 | 31:13 | 32:42 | 24:13 |