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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 | |
 | Eye of Skadi | 34 | 47.22% | 100.0 | 64.71% | +35.76% | +24.18% | -27.21% | -8.76% | 29:37 | 21:27 | 26:01 | 28:06 | 31:53 | 47:21 | 05:52 | 04:20 |
 | Butterfly | 10 | 13.89% | 97.6 | 80.00% | +39.68% | -13.33% | -30.00% | 0.00% | 34:03 | 26:12 | 31:54 | 34:01 | 35:45 | 40:29 | 03:51 | 02:51 |
 | Battle Fury | 37 | 51.39% | 95.1 | 54.05% | +16.91% | +1.51% | -31.83% | -17.24% | 14:33 | 11:28 | 13:24 | 14:35 | 15:20 | 18:31 | 01:56 | 01:25 |
 | Void Stone | 37 | 51.39% | 92.7 | 54.05% | +16.91% | +12.62% | -31.83% | -10.89% | 11:05 | 06:57 | 08:58 | 10:44 | 13:03 | 18:31 | 04:05 | 03:01 |
 | Aghanim's Shard | 33 | 45.83% | 90.2 | 54.55% | +16.09% | -4.55% | -17.05% | -1.64% | 27:23 | 20:01 | 22:42 | 26:59 | 30:19 | 36:46 | 07:37 | 05:38 |
 | Black King Bar | 6 | 8.33% | 87.8 | 83.33% | +40.91% | +16.67% | +16.67% | 0.00% | 32:53 | 27:46 | 29:24 | 30:27 | 36:10 | 40:49 | 06:46 | 05:00 |
 | Ring of Health | 38 | 52.78% | 85.4 | 52.63% | +14.39% | +27.37% | -19.30% | -9.37% | 11:22 | 04:29 | 08:25 | 10:41 | 13:24 | 32:59 | 04:59 | 03:41 |
 | Yasha | 71 | 98.61% | 82.9 | 46.48% | +46.48% | -7.59% | -18.70% | -3.49% | 16:33 | 10:04 | 15:15 | 16:57 | 18:26 | 23:28 | 03:11 | 02:21 |
 | Quelling Blade | 72 | 100.00% | 80.5 | 45.83% | +45.83% | -18.05% | +4.17% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:10 | 00:00 | 00:00 |
 | Boots of Speed | 72 | 100.00% | 78.0 | 45.83% | +45.83% | +9.73% | -18.05% | -27.78% | 02:19 | 01:16 | 01:38 | 02:03 | 02:36 | 05:07 | 00:58 | 00:42 |
 | Phase Boots | 61 | 84.72% | 75.6 | 45.90% | +0.45% | +7.43% | -19.23% | -17.58% | 06:38 | 04:04 | 05:32 | 06:18 | 07:03 | 16:20 | 01:31 | 01:07 |
 | Magic Stick | 69 | 95.83% | 73.2 | 44.93% | -21.74% | +8.01% | +2.13% | -1.89% | 03:04 | -01:29 | -01:29 | 01:32 | 04:36 | 18:15 | 06:05 | 04:30 |
 | Chainmail | 62 | 86.11% | 70.7 | 45.16% | -4.84% | +4.84% | -18.49% | -13.86% | 05:27 | 02:55 | 04:21 | 05:02 | 06:02 | 16:01 | 01:41 | 01:14 |
 | Sange and Yasha | 44 | 61.11% | 68.3 | 47.73% | +4.87% | +6.82% | -11.37% | -7.97% | 20:28 | 13:49 | 19:14 | 20:09 | 21:31 | 28:21 | 02:17 | 01:41 |
 | Sange | 44 | 61.11% | 65.9 | 47.73% | +4.87% | +15.91% | -20.46% | -15.59% | 20:03 | 13:49 | 18:51 | 19:50 | 21:11 | 28:21 | 02:20 | 01:43 |
 | Magic Wand | 65 | 90.28% | 63.4 | 44.62% | -12.52% | -0.87% | -0.87% | 0.00% | 08:35 | 01:05 | 04:39 | 07:53 | 12:45 | 18:30 | 08:06 | 06:00 |
 | Manta Style | 22 | 30.56% | 61.0 | 54.55% | +12.55% | +12.12% | -34.55% | -7.96% | 19:48 | 14:02 | 16:02 | 20:26 | 21:54 | 25:20 | 05:52 | 04:20 |
 | Aghanim's Scepter | 26 | 36.11% | 58.5 | 50.00% | +6.52% | +7.14% | +16.67% | 1.52% | 28:30 | 20:44 | 24:33 | 27:02 | 30:49 | 39:29 | 06:16 | 04:38 |
 | Javelin | 36 | 50.00% | 56.1 | 44.44% | -2.78% | -22.22% | +22.23% | 2.63% | 16:53 | 07:29 | 09:12 | 12:09 | 26:07 | 36:00 | 16:55 | 12:31 |
 | Monkey King Bar | 15 | 20.83% | 53.7 | 53.33% | +9.47% | -3.33% | -3.33% | 0.00% | 33:09 | 25:24 | 30:04 | 34:02 | 34:58 | 42:33 | 04:54 | 03:37 |
 | Skull Basher | 11 | 15.28% | 51.2 | 54.55% | +10.29% | -21.22% | -21.22% | 0.00% | 32:45 | 28:39 | 29:51 | 30:53 | 33:45 | 41:20 | 03:54 | 02:53 |
 | Wraith Band | 24 | 33.33% | 48.8 | 41.67% | -6.25% | -8.34% | -8.34% | 0.00% | 04:36 | -00:29 | 02:23 | 03:18 | 05:17 | 20:50 | 02:54 | 02:08 |
 | Blink Dagger | 4 | 5.56% | 46.3 | 75.00% | +30.88% | +25.00% | +25.00% | 0.00% | 33:16 | 27:08 | 27:08 | 33:00 | 35:48 | 37:06 | 08:40 | 06:25 |
 | Wind Lace | 32 | 44.44% | 43.9 | 34.38% | -20.62% | -9.38% | -9.38% | 0.00% | 11:14 | 02:59 | 06:40 | 11:32 | 15:02 | 30:51 | 08:22 | 06:11 |
 | Maelstrom | 25 | 34.72% | 41.5 | 36.00% | -15.06% | -2.67% | +14.00% | 6.49% | 15:15 | 10:45 | 12:42 | 13:42 | 15:16 | 35:06 | 02:34 | 01:54 |
 | Power Treads | 11 | 15.28% | 39.0 | 45.45% | -0.45% | -12.12% | -45.45% | 0.00% | 06:14 | 04:45 | 05:36 | 05:53 | 06:13 | 08:26 | 00:37 | 00:27 |
 | Shadow Blade | 3 | 4.17% | 36.6 | 66.67% | +21.74% | +33.33% | 0.00% | 0.00% | 32:37 | 25:17 | 25:17 | 28:21 | 44:14 | 44:14 | 18:57 | 14:02 |
 | Ring of Basilius | 1 | 1.39% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.39% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Mjollnir | 5 | 6.94% | 29.3 | 40.00% | -6.27% | +60.00% | -40.00% | 0.00% | 35:14 | 25:22 | 25:22 | 31:46 | 46:44 | 46:47 | 21:22 | 15:49 |
 | Diffusal Blade | 6 | 8.33% | 26.8 | 33.33% | -13.64% | -33.33% | -33.33% | 0.00% | 19:29 | 11:06 | 17:41 | 20:42 | 21:45 | 24:48 | 04:04 | 03:00 |
 | Silver Edge | 2 | 2.78% | 24.4 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 40:52 | 28:32 | 28:32 | 53:12 | 53:12 | 53:12 | 24:40 | 18:16 |
 | Abyssal Blade | 2 | 2.78% | 22.0 | 50.00% | +4.29% | -50.00% | 0.00% | 0.00% | 34:54 | 33:18 | 33:18 | 36:29 | 36:29 | 36:29 | 03:11 | 02:21 |
 | Vanguard | 2 | 2.78% | 19.5 | 50.00% | +4.29% | -50.00% | 0.00% | 0.00% | 34:39 | 32:59 | 32:59 | 36:18 | 36:18 | 36:18 | 03:19 | 02:27 |
 | Morbid Mask | 2 | 2.78% | 17.1 | 50.00% | +4.29% | -50.00% | 0.00% | 0.00% | 21:44 | 08:33 | 08:33 | 34:54 | 34:54 | 34:54 | 26:21 | 19:31 |
 | Mask of Madness | 1 | 1.39% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 08:55 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.39% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 2.78% | 9.8 | 0.00% | -47.14% | 0.00% | 0.00% | 0.00% | 11:37 | 10:33 | 10:33 | 12:40 | 12:40 | 12:40 | 02:07 | 01:34 |
 | Nullifier | 2 | 2.78% | 7.3 | 0.00% | -47.14% | 0.00% | 0.00% | 0.00% | 44:30 | 32:51 | 32:51 | 56:09 | 56:09 | 56:09 | 23:18 | 17:15 |
 | Bottle | 1 | 1.39% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:55 | 01:55 | 01:55 | 01:55 | 01:55 | 01:55 | 00:00 | 00:00 |
 | Helm of Iron Will | 3 | 4.17% | 2.4 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 38:57 | 29:19 | 29:19 | 31:38 | 55:54 | 55:54 | 26:35 | 19:41 |