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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 | 11 | 45.83% | 100.0 | 72.73% | +41.96% | -6.06% | +27.27% | 8.77% | 30:02 | 24:39 | 26:35 | 28:32 | 30:23 | 40:45 | 03:48 | 02:48 |
 | Wraith Band | 10 | 41.67% | 96.9 | 70.00% | +34.29% | -3.33% | +30.00% | 33.33% | 02:01 | 00:48 | 01:25 | 01:36 | 02:20 | 04:48 | 00:55 | 00:40 |
 | Manta Style | 14 | 58.33% | 93.8 | 64.29% | +34.29% | -14.29% | +35.71% | 11.45% | 21:14 | 17:12 | 18:55 | 20:27 | 23:17 | 26:05 | 04:22 | 03:14 |
 | Ring of Basilius | 3 | 12.50% | 90.6 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 07:48 | 05:48 | 05:48 | 08:25 | 09:10 | 09:10 | 03:22 | 02:29 |
 | Yasha | 19 | 79.17% | 87.5 | 57.89% | +37.89% | -17.89% | +22.11% | 16.00% | 17:23 | 13:35 | 15:56 | 16:47 | 18:26 | 21:43 | 02:30 | 01:51 |
 | Javelin | 23 | 95.83% | 84.4 | 52.17% | +52.17% | -18.84% | -18.84% | 0.00% | 10:53 | 06:57 | 08:53 | 11:24 | 12:21 | 15:03 | 03:28 | 02:34 |
 | Magic Stick | 23 | 95.83% | 81.3 | 52.17% | +52.17% | -2.17% | +14.50% | 16.67% | 01:41 | -01:29 | -01:29 | -01:25 | 00:25 | 16:49 | 01:54 | 01:24 |
 | Maelstrom | 23 | 95.83% | 78.1 | 52.17% | +52.17% | -18.84% | -2.17% | 6.90% | 13:39 | 10:38 | 12:09 | 13:01 | 14:34 | 18:18 | 02:25 | 01:47 |
 | Ring of Health | 7 | 29.17% | 75.0 | 71.43% | +30.25% | -21.43% | -21.43% | 0.00% | 33:23 | 22:44 | 24:55 | 34:52 | 34:53 | 49:00 | 09:58 | 07:22 |
 | Chainmail | 24 | 100.00% | 71.9 | 50.00% | +50.00% | -16.67% | +16.67% | 29.42% | 04:58 | 03:16 | 04:21 | 04:41 | 05:29 | 06:46 | 01:08 | 00:50 |
 | Phase Boots | 24 | 100.00% | 68.8 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 06:11 | 04:42 | 05:23 | 06:06 | 06:49 | 08:14 | 01:26 | 01:03 |
 | Magic Wand | 24 | 100.00% | 65.6 | 50.00% | +50.00% | -33.33% | +33.33% | 7.66% | 09:13 | -01:28 | 04:33 | 07:14 | 13:15 | 20:47 | 08:42 | 06:26 |
 | Boots of Speed | 24 | 100.00% | 62.5 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 02:13 | 01:22 | 01:47 | 02:10 | 02:31 | 03:41 | 00:44 | 00:32 |
 | Quelling Blade | 24 | 100.00% | 59.4 | 50.00% | +50.00% | +16.67% | -16.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Skull Basher | 11 | 45.83% | 56.3 | 54.55% | +8.40% | +45.45% | -21.22% | -13.99% | 30:30 | 25:29 | 27:40 | 31:14 | 32:26 | 34:06 | 04:46 | 03:31 |
 | Mjollnir | 11 | 45.83% | 53.1 | 54.55% | +8.40% | -21.22% | +12.12% | 5.95% | 30:55 | 21:51 | 27:26 | 31:17 | 33:02 | 38:15 | 05:36 | 04:08 |
 | Aghanim's Shard | 17 | 70.83% | 50.0 | 47.06% | -10.08% | +2.94% | +27.94% | 4.35% | 22:15 | 16:30 | 18:40 | 21:46 | 24:25 | 28:03 | 05:45 | 04:15 |
 | Linken's Sphere | 4 | 16.67% | 46.9 | 75.00% | +30.00% | +25.00% | +25.00% | 0.00% | 27:42 | 22:54 | 22:54 | 26:18 | 26:25 | 35:10 | 03:31 | 02:36 |
 | Void Stone | 5 | 20.83% | 43.8 | 60.00% | +12.63% | +40.00% | -60.00% | 0.00% | 27:59 | 21:12 | 21:12 | 24:55 | 35:10 | 35:45 | 13:58 | 10:20 |
 | Vanguard | 3 | 12.50% | 40.6 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 41:41 | 34:53 | 34:53 | 41:11 | 49:00 | 49:00 | 14:07 | 10:27 |
 | Abyssal Blade | 3 | 12.50% | 37.5 | 66.67% | +19.05% | +33.33% | 0.00% | 0.00% | 41:48 | 34:54 | 34:54 | 41:11 | 49:19 | 49:19 | 14:25 | 10:40 |
 | Sange and Yasha | 4 | 16.67% | 34.4 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 24:37 | 18:18 | 18:18 | 19:21 | 19:42 | 41:08 | 01:24 | 01:02 |
 | Sange | 4 | 16.67% | 31.3 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 24:15 | 18:18 | 18:18 | 18:47 | 19:13 | 40:41 | 00:55 | 00:40 |
 | Monkey King Bar | 1 | 4.17% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.17% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 4.17% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Hand of Midas | 5 | 20.83% | 18.8 | 40.00% | -12.63% | +60.00% | -40.00% | 0.00% | 11:30 | 09:49 | 09:49 | 11:29 | 12:10 | 13:22 | 02:21 | 01:44 |
 | Blink Dagger | 5 | 20.83% | 15.6 | 40.00% | -12.63% | -40.00% | -40.00% | 0.00% | 29:28 | 21:10 | 21:10 | 29:14 | 30:44 | 41:40 | 09:34 | 07:05 |
 | Wind Lace | 3 | 12.50% | 12.5 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 14:08 | 08:12 | 08:12 | 12:26 | 21:46 | 21:46 | 13:34 | 10:02 |
 | Scythe of Vyse | 1 | 4.17% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 4.17% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 10:59 | 00:00 | 00:00 |
 | Swift Blink | 1 | 4.17% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 |