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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 | |
 | Skull Basher | 17 | 62.96% | 100.0 | 52.94% | +42.94% | +47.06% | +22.06% | -2.40% | 26:05 | 18:53 | 20:17 | 25:15 | 30:42 | 34:16 | 10:25 | 07:42 |
 | Vanguard | 9 | 33.33% | 97.1 | 55.56% | +27.78% | +44.44% | -5.56% | -3.45% | 33:30 | 21:54 | 23:59 | 36:00 | 38:29 | 48:11 | 14:30 | 10:44 |
 | Ring of Health | 9 | 33.33% | 94.3 | 55.56% | +27.78% | +44.44% | -5.56% | -3.45% | 33:26 | 21:38 | 23:59 | 35:59 | 38:29 | 48:11 | 14:30 | 10:44 |
 | Abyssal Blade | 9 | 33.33% | 91.4 | 55.56% | +27.78% | +44.44% | -5.56% | -3.48% | 34:26 | 21:57 | 24:18 | 36:09 | 38:41 | 48:24 | 14:23 | 10:39 |
 | Battle Fury | 25 | 92.59% | 88.6 | 40.00% | +40.00% | +26.67% | -23.33% | -20.41% | 13:44 | 09:46 | 12:28 | 13:39 | 14:55 | 16:23 | 02:27 | 01:48 |
 | Blink Dagger | 25 | 92.59% | 85.7 | 40.00% | +40.00% | +43.33% | -23.33% | -11.94% | 18:35 | 14:30 | 15:28 | 17:29 | 21:03 | 26:43 | 05:35 | 04:08 |
 | Cornucopia | 25 | 92.59% | 82.9 | 40.00% | +40.00% | -6.67% | -6.67% | 0.00% | 07:56 | 02:52 | 05:53 | 08:32 | 09:01 | 13:52 | 03:08 | 02:19 |
 | Boots of Speed | 27 | 100.00% | 80.0 | 37.04% | +37.04% | -8.47% | +20.10% | 27.65% | 02:44 | 00:49 | 01:59 | 02:33 | 03:01 | 06:12 | 01:02 | 00:45 |
 | Quelling Blade | 27 | 100.00% | 77.1 | 37.04% | +37.04% | -22.75% | +34.39% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 24 | 88.89% | 74.3 | 37.50% | +4.17% | -20.83% | +12.50% | 7.46% | 22:56 | 16:18 | 20:40 | 22:00 | 25:08 | 32:15 | 04:28 | 03:18 |
 | Magic Wand | 17 | 62.96% | 71.4 | 41.18% | +11.18% | +8.82% | +8.82% | 0.00% | 07:40 | 01:15 | 01:31 | 04:02 | 14:48 | 18:19 | 13:17 | 09:50 |
 | Phase Boots | 21 | 77.78% | 68.6 | 38.10% | +4.77% | +1.90% | +21.90% | 13.19% | 08:06 | 04:56 | 06:12 | 07:00 | 07:43 | 15:35 | 01:31 | 01:07 |
 | Chainmail | 21 | 77.78% | 65.7 | 38.10% | +4.77% | +1.90% | +21.90% | 6.86% | 06:58 | 03:11 | 04:29 | 05:35 | 07:24 | 15:15 | 02:55 | 02:09 |
 | Magic Stick | 25 | 92.59% | 62.9 | 36.00% | -14.00% | -2.67% | +14.00% | 0.00% | -00:39 | -01:30 | -01:29 | -01:29 | -01:29 | 15:36 | 00:00 | 00:00 |
 | Wind Lace | 11 | 40.74% | 60.0 | 45.45% | +14.20% | +21.22% | -12.12% | -4.41% | 12:16 | 06:09 | 08:06 | 13:02 | 15:40 | 17:04 | 07:34 | 05:36 |
 | Sange | 6 | 22.22% | 57.1 | 50.00% | +16.67% | 0.00% | -50.00% | 0.00% | 26:30 | 18:24 | 22:23 | 28:03 | 29:21 | 32:27 | 06:58 | 05:09 |
 | Aghanim's Shard | 12 | 44.44% | 54.3 | 33.33% | -6.67% | -33.33% | +33.34% | 7.72% | 27:26 | 19:32 | 22:37 | 25:09 | 31:15 | 37:50 | 08:38 | 06:23 |
 | Sange and Yasha | 4 | 14.81% | 51.4 | 50.00% | +15.22% | -50.00% | -50.00% | 0.00% | 27:23 | 18:52 | 18:52 | 28:19 | 29:29 | 32:52 | 10:37 | 07:51 |
 | Swift Blink | 4 | 14.81% | 48.6 | 50.00% | +15.22% | +50.00% | -50.00% | 0.00% | 43:21 | 35:02 | 35:02 | 40:26 | 42:10 | 55:47 | 07:08 | 05:17 |
 | Yasha | 4 | 14.81% | 45.7 | 50.00% | +15.22% | -50.00% | +50.00% | 0.00% | 23:42 | 15:40 | 15:40 | 23:54 | 27:24 | 27:48 | 11:44 | 08:41 |
 | Nullifier | 5 | 18.52% | 42.9 | 40.00% | +3.64% | +60.00% | -40.00% | 0.00% | 36:03 | 22:50 | 22:50 | 34:04 | 41:20 | 52:22 | 18:30 | 13:42 |
 | Helm of Iron Will | 6 | 22.22% | 40.0 | 33.33% | -4.77% | +66.67% | -33.33% | 0.00% | 33:48 | 21:35 | 25:05 | 29:04 | 41:14 | 51:59 | 16:09 | 11:57 |
 | Power Treads | 6 | 22.22% | 37.1 | 33.33% | -4.77% | +16.67% | -33.33% | 0.00% | 07:14 | 04:33 | 05:18 | 06:28 | 09:21 | 09:23 | 04:03 | 03:00 |
 | Wraith Band | 6 | 22.22% | 34.3 | 33.33% | -4.77% | +16.67% | -33.33% | 0.00% | 05:55 | 01:31 | 02:07 | 02:23 | 03:50 | 22:38 | 01:43 | 01:16 |
 | Monkey King Bar | 6 | 22.22% | 31.4 | 33.33% | -4.77% | -33.33% | +66.67% | 0.00% | 32:28 | 27:44 | 29:00 | 29:28 | 37:50 | 38:23 | 08:50 | 06:32 |
 | Javelin | 7 | 25.93% | 28.6 | 28.57% | -11.43% | -28.57% | +21.43% | 8.96% | 30:29 | 25:03 | 26:39 | 28:29 | 32:14 | 38:23 | 05:35 | 04:08 |
 | Orb of Venom | 2 | 7.41% | 25.7 | 50.00% | +14.00% | -50.00% | 0.00% | 0.00% | 02:11 | 01:20 | 01:20 | 03:02 | 03:02 | 03:02 | 01:42 | 01:15 |
 | Heaven's Halberd | 2 | 7.41% | 22.9 | 50.00% | +14.00% | +50.00% | 0.00% | 0.00% | 27:04 | 23:52 | 23:52 | 30:15 | 30:15 | 30:15 | 06:23 | 04:43 |
 | Diffusal Blade | 3 | 11.11% | 20.0 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 14:21 | 10:12 | 10:12 | 13:40 | 19:10 | 19:10 | 08:58 | 06:38 |
 | Linken's Sphere | 4 | 14.81% | 17.1 | 25.00% | -14.13% | -25.00% | -25.00% | 0.00% | 38:02 | 34:35 | 34:35 | 36:19 | 39:57 | 41:17 | 05:22 | 03:58 |
 | Divine Rapier | 1 | 3.70% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.70% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:13 | 1:01:13 | 1:01:13 | 1:01:13 | 1:01:13 | 1:01:13 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.70% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 3.70% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.70% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |