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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 | 9 | 20.00% | 100.0 | 88.89% | +55.56% | +11.11% | -38.89% | 0.00% | 32:29 | 25:53 | 29:34 | 33:01 | 33:57 | 39:35 | 04:23 | 03:14 |
 | Abyssal Blade | 9 | 20.00% | 97.1 | 88.89% | +55.56% | +11.11% | -38.89% | 0.00% | 32:44 | 26:56 | 29:40 | 33:21 | 33:58 | 39:35 | 04:18 | 03:11 |
 | Satanic | 5 | 11.11% | 94.3 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 36:16 | 20:51 | 20:51 | 36:59 | 42:40 | 45:03 | 21:49 | 16:09 |
 | Morbid Mask | 22 | 48.89% | 91.4 | 59.09% | +28.66% | +7.58% | +20.91% | 0.88% | 13:03 | 02:33 | 05:59 | 07:06 | 21:03 | 37:56 | 15:04 | 11:09 |
 | Yasha | 14 | 31.11% | 88.6 | 64.29% | +28.81% | +10.71% | +2.38% | 0.00% | 21:49 | 17:47 | 18:21 | 21:34 | 24:27 | 27:21 | 06:06 | 04:31 |
 | Skull Basher | 28 | 62.22% | 85.7 | 53.57% | +24.16% | +3.57% | -53.57% | -10.14% | 28:15 | 17:55 | 25:10 | 27:21 | 30:48 | 42:46 | 05:38 | 04:10 |
 | Sange | 15 | 33.33% | 82.9 | 60.00% | +23.33% | -10.00% | +15.00% | 4.09% | 21:40 | 15:40 | 18:48 | 20:19 | 24:55 | 29:36 | 06:07 | 04:31 |
 | Sange and Yasha | 13 | 28.89% | 80.0 | 61.54% | +24.04% | +5.13% | +38.46% | 0.00% | 23:50 | 18:50 | 20:24 | 22:17 | 26:17 | 32:31 | 05:53 | 04:21 |
 | Chainmail | 27 | 60.00% | 77.1 | 51.85% | +18.52% | -8.99% | -8.99% | 0.00% | 05:46 | 01:48 | 04:13 | 06:10 | 06:50 | 13:25 | 02:37 | 01:56 |
 | Diffusal Blade | 23 | 51.11% | 74.3 | 52.17% | +15.81% | +31.16% | -18.84% | -45.45% | 14:19 | 12:22 | 13:52 | 14:30 | 14:58 | 15:42 | 01:06 | 00:48 |
 | Swift Blink | 5 | 11.11% | 71.4 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 39:55 | 31:01 | 31:01 | 37:43 | 43:52 | 50:08 | 12:51 | 09:31 |
 | Phase Boots | 26 | 57.78% | 68.6 | 50.00% | +13.16% | +21.43% | 0.00% | -7.99% | 07:46 | 04:52 | 06:08 | 07:25 | 08:49 | 13:58 | 02:41 | 01:59 |
 | Boots of Speed | 45 | 100.00% | 65.7 | 44.44% | +44.44% | -8.08% | -8.08% | 0.00% | 03:04 | 01:20 | 01:53 | 02:42 | 04:05 | 06:54 | 02:12 | 01:37 |
 | Quelling Blade | 45 | 100.00% | 62.9 | 44.44% | +44.44% | +10.11% | +1.01% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Stick | 40 | 88.89% | 60.0 | 45.00% | +5.00% | -5.00% | +15.00% | 20.00% | 01:07 | -01:29 | -01:29 | -01:29 | 01:17 | 20:49 | 02:46 | 02:02 |
 | Magic Wand | 35 | 77.78% | 57.1 | 45.71% | +5.71% | +9.85% | -23.49% | -6.56% | 07:28 | 00:56 | 03:36 | 06:49 | 08:41 | 23:57 | 05:05 | 03:45 |
 | Ring of Health | 27 | 60.00% | 54.3 | 48.15% | +9.26% | -19.58% | +23.28% | 11.91% | 11:18 | 02:30 | 05:06 | 06:53 | 08:42 | 35:02 | 03:36 | 02:40 |
 | Black King Bar | 30 | 66.67% | 51.4 | 46.67% | +6.67% | +28.33% | -46.67% | -23.56% | 23:37 | 18:06 | 21:28 | 22:39 | 24:39 | 33:08 | 03:11 | 02:21 |
 | Blink Dagger | 30 | 66.67% | 48.6 | 43.33% | -3.34% | +19.17% | -0.47% | -3.01% | 20:52 | 14:16 | 17:16 | 18:34 | 23:48 | 41:49 | 06:32 | 04:50 |
 | Aghanim's Shard | 19 | 42.22% | 45.7 | 47.37% | +5.06% | +12.63% | -7.37% | -3.05% | 27:27 | 20:04 | 23:08 | 25:57 | 29:41 | 41:41 | 06:33 | 04:51 |
 | Javelin | 12 | 26.67% | 42.9 | 50.00% | +7.58% | +16.67% | -16.67% | 0.00% | 33:46 | 25:53 | 27:45 | 32:56 | 36:39 | 45:01 | 08:54 | 06:35 |
 | Eye of Skadi | 2 | 4.44% | 40.0 | 100.00% | +58.14% | 0.00% | 0.00% | 0.00% | 36:49 | 31:39 | 31:39 | 41:58 | 41:58 | 41:58 | 10:19 | 07:38 |
 | Monkey King Bar | 10 | 22.22% | 37.1 | 50.00% | +7.14% | +50.00% | -50.00% | 0.00% | 36:17 | 29:46 | 33:26 | 34:31 | 38:55 | 45:17 | 05:29 | 04:03 |
 | Battle Fury | 22 | 48.89% | 34.3 | 36.36% | -15.81% | +30.31% | -36.36% | -51.95% | 13:55 | 11:40 | 13:14 | 13:55 | 14:31 | 16:15 | 01:17 | 00:57 |
 | Void Stone | 22 | 48.89% | 31.4 | 36.36% | -15.81% | -3.03% | +3.64% | 1.79% | 11:24 | 06:23 | 09:36 | 10:49 | 13:20 | 16:12 | 03:44 | 02:45 |
 | Orb of Venom | 11 | 24.44% | 28.6 | 45.45% | +1.33% | +21.22% | -12.12% | 0.00% | 01:14 | -01:29 | 00:48 | 01:06 | 01:44 | 03:53 | 00:56 | 00:41 |
 | Power Treads | 19 | 42.22% | 25.7 | 36.84% | -13.16% | +3.16% | +23.16% | 9.68% | 07:38 | 05:06 | 05:52 | 06:49 | 07:56 | 14:19 | 02:04 | 01:31 |
 | Wind Lace | 14 | 31.11% | 22.9 | 35.71% | -12.68% | -10.71% | -2.38% | 0.00% | 12:00 | 03:45 | 08:13 | 13:38 | 15:00 | 15:20 | 06:47 | 05:01 |
 | Blight Stone | 1 | 2.22% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.22% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.22% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Nullifier | 2 | 4.44% | 11.4 | 50.00% | +5.81% | -50.00% | 0.00% | 0.00% | 32:17 | 32:11 | 32:11 | 32:22 | 32:22 | 32:22 | 00:11 | 00:08 |
 | Helm of Iron Will | 2 | 4.44% | 8.6 | 50.00% | +5.81% | -50.00% | 0.00% | 0.00% | 31:52 | 31:36 | 31:36 | 32:07 | 32:07 | 32:07 | 00:31 | 00:22 |
 | Wraith Band | 4 | 8.89% | 5.7 | 25.00% | -21.34% | -25.00% | -25.00% | 0.00% | 04:42 | 02:45 | 02:45 | 03:17 | 04:23 | 08:23 | 01:38 | 01:12 |
 | Aghanim's Scepter | 1 | 2.22% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 00:00 | 00:00 |