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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 | |
 | Vanguard | 7 | 24.14% | 100.0 | 85.71% | +53.89% | -35.71% | +14.29% | 5.12% | 35:42 | 25:21 | 28:18 | 36:11 | 38:04 | 48:16 | 09:46 | 07:14 |
 | Abyssal Blade | 7 | 24.14% | 97.4 | 85.71% | +53.89% | -35.71% | +14.29% | 5.00% | 35:51 | 25:29 | 28:18 | 36:25 | 38:18 | 48:18 | 10:00 | 07:24 |
 | Mjollnir | 13 | 44.83% | 94.7 | 69.23% | +44.23% | -35.90% | +30.77% | 5.30% | 33:52 | 20:03 | 26:36 | 32:24 | 39:11 | 43:33 | 12:35 | 09:19 |
 | Ring of Health | 17 | 58.62% | 92.1 | 64.71% | +48.04% | +10.29% | +35.29% | 2.18% | 31:54 | 23:07 | 26:15 | 31:17 | 37:43 | 42:21 | 11:28 | 08:29 |
 | Skull Basher | 21 | 72.41% | 89.5 | 57.14% | +44.64% | -17.14% | +22.86% | 6.56% | 27:04 | 20:44 | 23:00 | 26:05 | 29:06 | 41:27 | 06:06 | 04:31 |
 | Eye of Skadi | 5 | 17.24% | 86.8 | 80.00% | +42.50% | +20.00% | +20.00% | 0.00% | 32:32 | 26:58 | 26:58 | 35:01 | 35:30 | 35:49 | 08:32 | 06:19 |
 | Refresher Orb | 5 | 17.24% | 84.2 | 80.00% | +42.50% | +20.00% | +20.00% | 0.00% | 47:05 | 39:13 | 39:13 | 45:58 | 51:49 | 53:14 | 12:36 | 09:20 |
 | Quelling Blade | 25 | 86.21% | 81.6 | 48.00% | +23.00% | +2.00% | +18.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:12 | 00:00 | 00:00 |
 | Black King Bar | 29 | 100.00% | 78.9 | 44.83% | +44.83% | +12.31% | -1.97% | -6.08% | 19:44 | 16:25 | 18:30 | 19:17 | 20:51 | 23:55 | 02:21 | 01:44 |
 | Javelin | 29 | 100.00% | 76.3 | 44.83% | +44.83% | +26.60% | -16.26% | -22.96% | 08:53 | 06:36 | 07:51 | 08:58 | 09:43 | 12:36 | 01:52 | 01:22 |
 | Boots of Speed | 29 | 100.00% | 73.7 | 44.83% | +44.83% | -16.26% | -30.54% | -6.59% | 03:04 | 01:15 | 01:44 | 03:00 | 03:54 | 06:15 | 02:10 | 01:36 |
 | Maelstrom | 29 | 100.00% | 71.1 | 44.83% | +44.83% | -1.97% | -1.97% | 0.00% | 12:31 | 09:29 | 11:41 | 12:37 | 13:13 | 16:26 | 01:32 | 01:08 |
 | Aghanim's Shard | 18 | 62.07% | 68.4 | 50.00% | +13.64% | -30.00% | -25.00% | 0.46% | 27:29 | 20:11 | 22:18 | 24:56 | 33:05 | 36:29 | 10:47 | 07:59 |
 | Void Stone | 13 | 44.83% | 65.8 | 53.85% | +16.35% | -20.52% | +46.15% | 5.92% | 32:14 | 23:07 | 26:27 | 29:41 | 37:43 | 51:48 | 11:16 | 08:20 |
 | Wraith Band | 13 | 44.83% | 63.2 | 53.85% | +16.35% | +12.82% | +12.82% | 0.00% | 03:38 | 01:23 | 01:45 | 02:29 | 02:45 | 11:14 | 01:00 | 00:44 |
 | Phase Boots | 28 | 96.55% | 60.5 | 42.86% | -57.14% | -14.29% | -28.57% | -9.21% | 06:30 | 03:36 | 05:09 | 05:59 | 06:42 | 22:16 | 01:33 | 01:08 |
 | Chainmail | 28 | 96.55% | 57.9 | 42.86% | -57.14% | -28.57% | -28.57% | 0.00% | 05:35 | 02:40 | 04:00 | 04:54 | 05:47 | 21:56 | 01:47 | 01:19 |
 | Blink Dagger | 4 | 13.79% | 55.3 | 75.00% | +35.00% | -75.00% | +25.00% | 0.00% | 34:28 | 30:30 | 30:30 | 33:53 | 34:50 | 38:39 | 04:20 | 03:12 |
 | Yasha | 2 | 6.90% | 52.6 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 21:26 | 15:21 | 15:21 | 27:30 | 27:30 | 27:30 | 12:09 | 09:00 |
 | Orb of Venom | 2 | 6.90% | 50.0 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 01:39 | 01:15 | 01:15 | 02:02 | 02:02 | 02:02 | 00:47 | 00:34 |
 | Ring of Basilius | 2 | 6.90% | 47.4 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 10:27 | 09:16 | 09:16 | 11:37 | 11:37 | 11:37 | 02:21 | 01:44 |
 | Magic Wand | 19 | 65.52% | 44.7 | 42.11% | -7.89% | +17.89% | +17.89% | 0.00% | 07:28 | 01:58 | 04:37 | 06:56 | 09:01 | 17:11 | 04:24 | 03:15 |
 | Magic Stick | 23 | 79.31% | 42.1 | 39.13% | -27.54% | +10.87% | -5.80% | -16.67% | 01:15 | -01:29 | -01:29 | -01:13 | 01:27 | 14:06 | 02:56 | 02:10 |
 | Linken's Sphere | 9 | 31.03% | 39.5 | 44.44% | -0.56% | +5.56% | +5.56% | 0.00% | 31:14 | 23:10 | 26:35 | 28:56 | 31:54 | 53:44 | 05:19 | 03:56 |
 | Aeon Disk | 1 | 3.45% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 41:32 | 00:00 | 00:00 |
 | Crown | 1 | 3.45% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 3.45% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 00:00 | 00:00 |
 | Gleipnir | 1 | 3.45% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 |
 | Sange | 1 | 3.45% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Satanic | 1 | 3.45% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 34:44 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.45% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Manta Style | 1 | 3.45% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 18:20 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.45% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.45% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.45% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 6.90% | 7.9 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 46:32 | 34:50 | 34:50 | 58:13 | 58:13 | 58:13 | 23:23 | 17:19 |
 | Shadow Blade | 1 | 3.45% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 36:46 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.45% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 00:00 | 00:00 |