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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 | |
 | Black King Bar | 26 | 83.87% | 100.0 | 53.85% | +33.85% | +31.86% | -20.52% | -11.86% | 20:04 | 14:20 | 17:35 | 19:39 | 22:00 | 27:58 | 04:25 | 03:16 |
 | Phase Boots | 31 | 100.00% | 96.6 | 48.39% | +48.39% | +1.61% | -10.89% | -7.98% | 07:35 | 05:42 | 06:36 | 07:13 | 08:10 | 10:53 | 01:34 | 01:09 |
 | Chainmail | 31 | 100.00% | 93.1 | 48.39% | +48.39% | +1.61% | +1.61% | 0.00% | 05:55 | 02:47 | 05:01 | 06:11 | 06:39 | 08:56 | 01:38 | 01:12 |
 | Boots of Speed | 31 | 100.00% | 89.7 | 48.39% | +48.39% | -23.39% | +1.61% | 13.51% | 04:16 | 02:10 | 03:09 | 04:01 | 05:00 | 07:57 | 01:51 | 01:22 |
 | Bracer | 31 | 100.00% | 86.2 | 48.39% | +48.39% | +1.61% | +1.61% | 0.00% | 01:30 | -01:29 | 01:25 | 01:48 | 02:01 | 04:11 | 00:36 | 00:26 |
 | Blink Dagger | 26 | 83.87% | 82.8 | 50.00% | +10.00% | -7.14% | -16.67% | -1.68% | 24:37 | 11:55 | 22:00 | 24:53 | 27:40 | 40:44 | 05:40 | 04:11 |
 | Skull Basher | 10 | 32.26% | 79.3 | 60.00% | +17.14% | +40.00% | -60.00% | -8.36% | 33:58 | 23:14 | 28:55 | 32:13 | 40:53 | 42:27 | 11:58 | 08:51 |
 | Aghanim's Shard | 11 | 35.48% | 75.9 | 54.55% | +9.55% | +12.12% | -21.22% | -2.29% | 24:10 | 15:01 | 15:09 | 21:03 | 29:44 | 45:20 | 14:35 | 10:48 |
 | Helm of Iron Will | 9 | 29.03% | 72.4 | 55.56% | +10.11% | +44.44% | -55.56% | -10.53% | 32:01 | 22:38 | 27:37 | 31:21 | 37:07 | 38:37 | 09:30 | 07:02 |
 | Nullifier | 9 | 29.03% | 69.0 | 55.56% | +10.11% | +44.44% | -55.56% | -14.22% | 33:26 | 23:02 | 30:16 | 33:10 | 37:18 | 38:41 | 07:02 | 05:12 |
 | Magic Stick | 22 | 70.97% | 65.5 | 40.91% | -25.76% | +25.76% | -20.91% | -8.05% | 03:07 | -01:29 | -01:29 | 02:15 | 07:17 | 10:17 | 08:46 | 06:29 |
 | Ring of Health | 2 | 6.45% | 62.1 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 43:30 | 36:27 | 36:27 | 50:33 | 50:33 | 50:33 | 14:06 | 10:26 |
 | Echo Sabre | 14 | 45.16% | 58.6 | 42.86% | -10.08% | +7.14% | -9.53% | -5.56% | 13:40 | 11:31 | 12:05 | 12:33 | 15:05 | 17:35 | 03:00 | 02:13 |
 | Magic Wand | 19 | 61.29% | 55.2 | 36.84% | -29.83% | +3.16% | -16.84% | -9.60% | 08:03 | 02:22 | 06:34 | 07:50 | 08:39 | 18:30 | 02:05 | 01:32 |
 | Quelling Blade | 13 | 41.94% | 51.7 | 38.46% | -17.10% | -5.13% | -5.13% | 0.00% | 01:56 | -01:29 | -01:29 | -01:29 | -01:29 | 42:58 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.23% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.23% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.23% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.23% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 00:00 | 00:00 |
 | Soul Ring | 2 | 6.45% | 34.5 | 50.00% | +1.72% | -50.00% | 0.00% | 0.00% | 06:21 | 04:48 | 04:48 | 07:53 | 07:53 | 07:53 | 03:05 | 02:17 |
 | Wind Lace | 4 | 12.90% | 31.0 | 25.00% | -26.85% | -25.00% | +75.00% | 0.00% | 08:38 | 04:27 | 04:27 | 04:29 | 12:06 | 13:29 | 07:39 | 05:40 |
 | Ring of Protection | 5 | 16.13% | 27.6 | 20.00% | -33.85% | -20.00% | -20.00% | 0.00% | 20:54 | -01:29 | -01:29 | 03:12 | 49:16 | 50:25 | 50:45 | 37:35 |
 | Assault Cuirass | 3 | 9.68% | 24.1 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 43:59 | 31:48 | 31:48 | 49:35 | 50:34 | 50:34 | 18:46 | 13:54 |
 | Sange | 3 | 9.68% | 20.7 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 28:47 | 16:27 | 16:27 | 29:07 | 40:47 | 40:47 | 24:20 | 18:01 |
 | Orb of Venom | 1 | 3.23% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Buckler | 3 | 9.68% | 13.8 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 43:40 | 31:18 | 31:18 | 49:16 | 50:25 | 50:25 | 19:07 | 14:09 |
 | Heaven's Halberd | 1 | 3.23% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 31:14 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.23% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 19:13 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.23% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |