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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 | |
 | Abyssal Blade | 25 | 55.56% | 100.0 | 64.00% | +54.00% | +19.33% | -30.67% | -8.72% | 33:01 | 27:16 | 29:29 | 31:10 | 35:13 | 58:11 | 05:44 | 04:14 |
 | Vanguard | 27 | 60.00% | 97.5 | 62.96% | +57.40% | +8.47% | -34.39% | -9.35% | 31:38 | 16:05 | 29:07 | 30:15 | 33:42 | 58:11 | 04:35 | 03:23 |
 | Linken's Sphere | 3 | 6.67% | 95.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 38:39 | 30:57 | 30:57 | 35:15 | 49:44 | 49:44 | 18:47 | 13:54 |
 | Swift Blink | 11 | 24.44% | 92.5 | 63.64% | +31.29% | +36.36% | +3.03% | -7.84% | 42:15 | 31:55 | 40:20 | 41:17 | 44:35 | 50:26 | 04:15 | 03:08 |
 | Power Treads | 9 | 20.00% | 90.0 | 66.67% | +33.34% | +33.33% | -16.67% | 0.00% | 06:51 | 04:55 | 05:09 | 07:10 | 07:22 | 09:12 | 02:13 | 01:38 |
 | Skull Basher | 36 | 80.00% | 87.5 | 47.22% | +36.11% | +41.67% | -36.11% | -30.50% | 25:38 | 21:13 | 24:15 | 25:49 | 26:48 | 30:19 | 02:33 | 01:53 |
 | Battle Fury | 41 | 91.11% | 85.0 | 43.90% | +43.90% | +6.10% | -3.90% | -4.41% | 14:13 | 11:27 | 13:04 | 14:01 | 15:20 | 17:42 | 02:16 | 01:40 |
 | Black King Bar | 41 | 91.11% | 82.5 | 43.90% | +43.90% | +26.10% | -3.90% | -9.18% | 21:15 | 16:49 | 19:12 | 20:56 | 22:28 | 27:17 | 03:16 | 02:25 |
 | Void Stone | 41 | 91.11% | 80.0 | 43.90% | +43.90% | -3.90% | +6.10% | 2.69% | 11:22 | 06:51 | 08:55 | 11:29 | 12:38 | 17:29 | 03:43 | 02:45 |
 | Blink Dagger | 43 | 95.56% | 77.5 | 41.86% | +41.86% | +3.59% | -5.50% | -1.57% | 20:02 | 13:48 | 16:15 | 20:38 | 22:02 | 28:47 | 05:47 | 04:17 |
 | Ring of Health | 43 | 95.56% | 75.0 | 41.86% | +41.86% | -5.50% | -5.50% | 0.00% | 06:18 | 02:37 | 03:08 | 04:34 | 07:46 | 35:18 | 04:38 | 03:25 |
 | Magic Stick | 37 | 82.22% | 72.5 | 43.24% | +18.24% | -21.02% | +12.32% | 0.00% | 00:13 | -01:30 | -01:29 | -01:29 | -01:29 | 23:43 | 00:00 | 00:00 |
 | Boots of Speed | 45 | 100.00% | 70.0 | 40.00% | +40.00% | -12.73% | -3.64% | 3.12% | 03:37 | 01:26 | 02:01 | 03:54 | 04:56 | 07:10 | 02:55 | 02:09 |
 | Quelling Blade | 45 | 100.00% | 67.5 | 40.00% | +40.00% | -21.82% | -3.64% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:19 | 00:00 | 00:00 |
 | Magic Wand | 28 | 62.22% | 65.0 | 42.86% | +7.57% | 0.00% | -28.57% | -2.54% | 11:56 | -01:30 | 05:14 | 11:00 | 16:28 | 23:59 | 11:14 | 08:19 |
 | Helm of Iron Will | 9 | 20.00% | 62.5 | 55.56% | +19.45% | +44.44% | -5.56% | 0.00% | 32:32 | 26:58 | 28:06 | 32:27 | 34:43 | 39:34 | 06:37 | 04:54 |
 | Wraith Band | 15 | 33.33% | 60.0 | 46.67% | +10.00% | -21.67% | +28.33% | 16.85% | 06:05 | 01:26 | 01:34 | 02:30 | 04:32 | 26:07 | 02:58 | 02:11 |
 | Moon Shard | 2 | 4.44% | 57.5 | 100.00% | +62.79% | 0.00% | 0.00% | 0.00% | 1:01:41 | 60:05 | 60:05 | 1:03:17 | 1:03:17 | 1:03:17 | 03:12 | 02:22 |
 | Phase Boots | 35 | 77.78% | 55.0 | 34.29% | -25.71% | -12.07% | -0.96% | 5.46% | 08:16 | 05:16 | 06:42 | 08:09 | 08:44 | 14:58 | 02:02 | 01:30 |
 | Chainmail | 35 | 77.78% | 52.5 | 34.29% | -25.71% | -0.96% | -0.96% | 0.00% | 07:19 | 03:53 | 06:02 | 07:00 | 07:44 | 13:53 | 01:42 | 01:15 |
 | Nullifier | 10 | 22.22% | 50.0 | 50.00% | +12.86% | +16.67% | 0.00% | -4.13% | 35:02 | 27:22 | 30:58 | 34:08 | 35:00 | 50:40 | 04:02 | 02:59 |
 | Wind Lace | 15 | 33.33% | 47.5 | 40.00% | 0.00% | -15.00% | -40.00% | -17.65% | 14:08 | 06:09 | 12:19 | 13:26 | 13:44 | 30:44 | 01:25 | 01:02 |
 | Refresher Orb | 3 | 6.67% | 45.0 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 42:17 | 32:28 | 32:28 | 36:22 | 58:02 | 58:02 | 25:34 | 18:56 |
 | Orb of Venom | 8 | 17.78% | 42.5 | 37.50% | -3.04% | +12.50% | -37.50% | 0.00% | 02:38 | -01:19 | 01:21 | 02:22 | 02:45 | 06:03 | 01:24 | 01:02 |
 | Aghanim's Shard | 16 | 35.56% | 40.0 | 25.00% | -23.28% | -25.00% | +50.00% | 5.35% | 32:02 | 23:17 | 24:30 | 29:06 | 38:31 | 49:30 | 14:01 | 10:22 |
 | Shadow Blade | 1 | 2.22% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.22% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 27:32 | 00:00 | 00:00 |
 | Silver Edge | 1 | 2.22% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 36:41 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.22% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Aghanim's Scepter | 6 | 13.33% | 27.5 | 33.33% | -7.70% | +16.67% | +66.67% | 0.00% | 34:52 | 29:09 | 30:11 | 32:21 | 33:56 | 49:54 | 03:45 | 02:46 |
 | Monkey King Bar | 7 | 15.56% | 25.0 | 28.57% | -13.54% | +21.43% | -28.57% | 0.00% | 38:19 | 34:33 | 34:58 | 37:03 | 38:08 | 46:50 | 03:10 | 02:20 |
 | Javelin | 8 | 17.78% | 22.5 | 25.00% | -18.24% | -25.00% | -25.00% | 0.00% | 35:53 | 28:05 | 32:03 | 34:38 | 37:10 | 46:33 | 05:07 | 03:47 |
 | Crystalys | 2 | 4.44% | 20.0 | 50.00% | +10.47% | +50.00% | 0.00% | 0.00% | 31:52 | 29:45 | 29:45 | 33:58 | 33:58 | 33:58 | 04:13 | 03:07 |
 | Boots of Travel 2 | 2 | 4.44% | 17.5 | 50.00% | +10.47% | +50.00% | 0.00% | 0.00% | 45:51 | 41:08 | 41:08 | 50:33 | 50:33 | 50:33 | 09:25 | 06:58 |
 | Diffusal Blade | 3 | 6.67% | 15.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 15:50 | 11:24 | 11:24 | 15:39 | 20:27 | 20:27 | 09:03 | 06:42 |
 | Daedalus | 1 | 2.22% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Blight Stone | 3 | 6.67% | 10.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 06:45 | 01:39 | 01:39 | 08:52 | 09:43 | 09:43 | 08:04 | 05:58 |
 | Orb of Corrosion | 3 | 6.67% | 7.5 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 08:52 | 06:40 | 06:40 | 09:39 | 10:18 | 10:18 | 03:38 | 02:41 |
 | Fluffy Hat | 3 | 6.67% | 5.0 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 08:13 | 06:04 | 06:04 | 08:53 | 09:43 | 09:43 | 03:39 | 02:42 |
 | Morbid Mask | 5 | 11.11% | 2.5 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 21:27 | 04:31 | 04:31 | 16:22 | 37:00 | 39:16 | 32:29 | 24:03 |