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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 | |
 | Aghanim's Scepter | 11 | 33.33% | 100.0 | 81.82% | +40.91% | +18.18% | -48.49% | -17.02% | 33:39 | 26:54 | 31:52 | 32:27 | 35:47 | 40:42 | 03:55 | 02:54 |
 | Butterfly | 19 | 57.58% | 97.4 | 68.42% | +32.71% | +31.58% | -28.42% | -16.51% | 25:38 | 22:01 | 23:21 | 25:57 | 26:59 | 31:36 | 03:38 | 02:41 |
 | Wraith Band | 21 | 63.64% | 94.7 | 61.90% | +20.23% | -21.90% | +18.10% | 3.68% | 07:22 | 00:55 | 01:51 | 02:25 | 12:44 | 28:17 | 10:53 | 08:03 |
 | Power Treads | 32 | 96.97% | 92.1 | 56.25% | +56.25% | -6.25% | +6.25% | 10.71% | 05:50 | 03:17 | 05:04 | 05:40 | 06:14 | 09:04 | 01:10 | 00:51 |
 | Cornucopia | 33 | 100.00% | 89.5 | 54.55% | +54.55% | +20.45% | -4.55% | -13.76% | 08:03 | 04:04 | 07:15 | 07:49 | 09:04 | 14:10 | 01:49 | 01:20 |
 | Yasha | 33 | 100.00% | 86.8 | 54.55% | +54.55% | +20.45% | -17.05% | -23.20% | 17:13 | 14:24 | 16:06 | 17:07 | 17:43 | 22:01 | 01:37 | 01:11 |
 | Quelling Blade | 33 | 100.00% | 84.2 | 54.55% | +54.55% | +7.95% | +7.95% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 33 | 100.00% | 81.6 | 54.55% | +54.55% | +7.95% | +20.45% | 11.19% | 02:33 | 00:34 | 01:42 | 02:10 | 02:49 | 05:53 | 01:07 | 00:49 |
 | Battle Fury | 33 | 100.00% | 78.9 | 54.55% | +54.55% | +20.45% | -17.05% | -26.47% | 14:02 | 12:13 | 13:09 | 13:51 | 14:34 | 17:23 | 01:25 | 01:02 |
 | Aghanim's Blessing | 8 | 24.24% | 76.3 | 75.00% | +27.00% | +25.00% | -25.00% | 0.00% | 38:41 | 33:06 | 33:52 | 35:00 | 44:36 | 46:32 | 10:44 | 07:57 |
 | Magic Stick | 30 | 90.91% | 73.7 | 53.33% | -13.34% | +9.17% | -10.47% | 0.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:29 | 15:26 | 00:00 | 00:00 |
 | Manta Style | 21 | 63.64% | 71.1 | 57.14% | +7.14% | -17.14% | +2.86% | 8.28% | 20:35 | 18:27 | 19:20 | 20:12 | 21:45 | 23:51 | 02:25 | 01:47 |
 | Monkey King Bar | 9 | 27.27% | 68.4 | 66.67% | +16.67% | -16.67% | -16.67% | 0.00% | 33:13 | 27:14 | 28:25 | 33:00 | 35:47 | 38:59 | 07:22 | 05:27 |
 | Eye of Skadi | 7 | 21.21% | 65.8 | 71.43% | +21.43% | -21.43% | +28.57% | 0.00% | 34:47 | 26:48 | 31:14 | 36:47 | 38:17 | 39:32 | 07:03 | 05:13 |
 | Wind Lace | 15 | 45.45% | 63.2 | 53.33% | -2.23% | -28.33% | -28.33% | 0.00% | 12:56 | 04:06 | 09:10 | 14:06 | 15:02 | 18:43 | 05:52 | 04:20 |
 | Nullifier | 15 | 45.45% | 60.5 | 53.33% | -2.23% | -28.33% | -3.33% | 8.93% | 28:55 | 24:32 | 27:48 | 28:34 | 30:36 | 34:00 | 02:48 | 02:04 |
 | Helm of Iron Will | 15 | 45.45% | 57.9 | 53.33% | -2.23% | -53.33% | -28.33% | 7.98% | 27:42 | 21:42 | 25:07 | 28:02 | 28:15 | 33:53 | 03:08 | 02:19 |
 | Sange and Yasha | 11 | 33.33% | 55.3 | 54.55% | 0.00% | +45.45% | -21.22% | -64.52% | 19:07 | 17:12 | 18:14 | 18:54 | 19:16 | 22:39 | 01:02 | 00:45 |
 | Sange | 11 | 33.33% | 52.6 | 54.55% | 0.00% | +45.45% | -21.22% | -56.34% | 19:01 | 17:12 | 18:05 | 18:38 | 19:16 | 22:39 | 01:11 | 00:52 |
 | Javelin | 11 | 33.33% | 50.0 | 54.55% | 0.00% | +12.12% | +12.12% | 0.00% | 30:03 | 20:54 | 26:06 | 31:30 | 31:59 | 37:24 | 05:53 | 04:21 |
 | Magic Wand | 17 | 51.52% | 47.4 | 47.06% | -15.44% | +27.94% | -47.06% | -5.47% | 09:17 | -01:29 | 01:36 | 11:37 | 15:19 | 19:06 | 13:43 | 10:09 |
 | Aghanim's Shard | 6 | 18.18% | 44.7 | 50.00% | -5.56% | -50.00% | -50.00% | 0.00% | 39:29 | 32:52 | 33:58 | 34:16 | 49:26 | 51:38 | 15:28 | 11:27 |
 | Skull Basher | 3 | 9.09% | 42.1 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 43:49 | 31:43 | 31:43 | 46:23 | 53:22 | 53:22 | 21:39 | 16:02 |
 | Moon Shard | 3 | 9.09% | 39.5 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 39:04 | 36:07 | 36:07 | 36:59 | 44:07 | 44:07 | 08:00 | 05:55 |
 | Abyssal Blade | 3 | 9.09% | 36.8 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 47:22 | 33:44 | 33:44 | 52:08 | 56:15 | 56:15 | 22:31 | 16:40 |
 | Vanguard | 3 | 9.09% | 34.2 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 45:14 | 30:04 | 30:04 | 49:59 | 55:40 | 55:40 | 25:36 | 18:57 |
 | Ring of Health | 3 | 9.09% | 31.6 | 66.67% | +13.34% | +33.33% | 0.00% | 0.00% | 45:11 | 29:53 | 29:53 | 49:59 | 55:40 | 55:40 | 25:47 | 19:05 |
 | Swift Blink | 1 | 3.03% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |
 | Disperser | 1 | 3.03% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Black King Bar | 1 | 3.03% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Diffusal Blade | 5 | 15.15% | 21.1 | 40.00% | -17.14% | +60.00% | -40.00% | 0.00% | 20:48 | 16:10 | 16:10 | 21:43 | 22:03 | 24:33 | 05:53 | 04:21 |
 | Blink Dagger | 2 | 6.06% | 18.4 | 50.00% | -4.84% | +50.00% | 0.00% | 0.00% | 27:41 | 25:53 | 25:53 | 29:28 | 29:28 | 29:28 | 03:35 | 02:39 |
 | Silver Edge | 2 | 6.06% | 15.8 | 50.00% | -4.84% | -50.00% | 0.00% | 0.00% | 34:34 | 32:52 | 32:52 | 36:16 | 36:16 | 36:16 | 03:24 | 02:31 |
 | Crystalys | 2 | 6.06% | 13.2 | 50.00% | -4.84% | -50.00% | 0.00% | 0.00% | 34:31 | 32:46 | 32:46 | 36:16 | 36:16 | 36:16 | 03:30 | 02:35 |
 | Shadow Blade | 3 | 9.09% | 10.5 | 33.33% | -23.34% | -33.33% | 0.00% | 0.00% | 31:38 | 28:42 | 28:42 | 29:45 | 36:27 | 36:27 | 07:45 | 05:44 |
 | Chainmail | 1 | 3.03% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:26 | 04:26 | 04:26 | 04:26 | 04:26 | 04:26 | 00:00 | 00:00 |
 | Phase Boots | 1 | 3.03% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 05:36 | 00:00 | 00:00 |
 | Maelstrom | 1 | 3.03% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 36:01 | 00:00 | 00:00 |