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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 | 3 | 13.64% | 100.0 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 36:13 | 34:35 | 34:35 | 35:15 | 38:50 | 38:50 | 04:15 | 03:08 |
 | Vanguard | 3 | 13.64% | 97.8 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 36:03 | 34:14 | 34:14 | 35:12 | 38:44 | 38:44 | 04:30 | 03:20 |
 | Ring of Health | 5 | 22.73% | 95.7 | 80.00% | +44.71% | -80.00% | +20.00% | 0.00% | 34:24 | 31:39 | 31:39 | 34:13 | 35:06 | 38:44 | 03:27 | 02:33 |
 | Black King Bar | 8 | 36.36% | 93.5 | 62.50% | +26.79% | -12.50% | -12.50% | 0.00% | 29:51 | 22:42 | 23:22 | 25:04 | 35:00 | 42:06 | 11:38 | 08:37 |
 | Phase Boots | 22 | 100.00% | 91.3 | 45.45% | +45.45% | -28.78% | -5.45% | 22.58% | 06:20 | 04:42 | 05:35 | 05:52 | 06:37 | 10:44 | 01:02 | 00:45 |
 | Chainmail | 22 | 100.00% | 89.1 | 45.45% | +45.45% | +4.55% | +14.55% | 5.50% | 05:06 | 02:09 | 03:54 | 04:51 | 05:43 | 09:59 | 01:49 | 01:20 |
 | Quelling Blade | 22 | 100.00% | 87.0 | 45.45% | +45.45% | +4.55% | -5.45% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 01:09 | 00:00 | 00:00 |
 | Boots of Speed | 22 | 100.00% | 84.8 | 45.45% | +45.45% | +4.55% | -5.45% | -3.92% | 03:28 | 01:20 | 01:58 | 03:07 | 04:31 | 07:42 | 02:33 | 01:53 |
 | Skull Basher | 11 | 50.00% | 82.6 | 54.55% | +18.19% | +12.12% | -21.22% | -8.93% | 27:04 | 21:22 | 23:08 | 24:42 | 26:52 | 39:40 | 03:44 | 02:45 |
 | Magic Stick | 15 | 68.18% | 80.4 | 46.67% | +3.81% | -21.67% | +3.33% | 4.07% | 03:48 | -01:29 | -01:29 | -01:29 | 07:38 | 17:22 | 09:07 | 06:45 |
 | Assault Cuirass | 13 | 59.09% | 78.3 | 46.15% | +1.71% | +20.52% | -46.15% | -9.85% | 30:17 | 24:17 | 26:09 | 31:00 | 32:55 | 34:27 | 06:46 | 05:00 |
 | Ring of Protection | 13 | 59.09% | 76.1 | 46.15% | +1.71% | +20.52% | -46.15% | -10.00% | 28:34 | 21:27 | 24:09 | 28:53 | 30:49 | 33:37 | 06:40 | 04:56 |
 | Buckler | 13 | 59.09% | 73.9 | 46.15% | +1.71% | +20.52% | -46.15% | -10.00% | 28:37 | 21:27 | 24:09 | 28:54 | 30:49 | 33:37 | 06:40 | 04:56 |
 | Radiance | 13 | 59.09% | 71.7 | 46.15% | +1.71% | +20.52% | -12.82% | -19.61% | 17:26 | 14:22 | 16:27 | 17:24 | 18:09 | 20:54 | 01:42 | 01:15 |
 | Blight Stone | 7 | 31.82% | 69.6 | 57.14% | +17.14% | -7.14% | -7.14% | 0.00% | 11:31 | 03:36 | 04:15 | 11:11 | 15:10 | 19:52 | 10:55 | 08:05 |
 | Armlet of Mordiggian | 17 | 77.27% | 67.4 | 41.18% | -18.82% | +8.82% | -41.18% | -36.14% | 11:42 | 09:38 | 10:57 | 11:39 | 12:20 | 14:01 | 01:23 | 01:01 |
 | Helm of Iron Will | 18 | 81.82% | 65.2 | 38.89% | -36.11% | -18.89% | -13.89% | 2.34% | 10:04 | 07:27 | 07:47 | 09:00 | 09:55 | 27:11 | 02:08 | 01:34 |
 | Aghanim's Shard | 11 | 50.00% | 63.0 | 45.45% | 0.00% | -12.12% | -12.12% | 0.00% | 23:40 | 16:17 | 19:16 | 21:21 | 24:11 | 42:41 | 04:55 | 03:38 |
 | Orb of Venom | 5 | 22.73% | 60.9 | 60.00% | +18.82% | -60.00% | +40.00% | 0.00% | 02:04 | 01:26 | 01:26 | 01:49 | 01:56 | 03:40 | 00:30 | 00:22 |
 | Desolator | 5 | 22.73% | 58.7 | 60.00% | +18.82% | +40.00% | -60.00% | 0.00% | 17:44 | 16:21 | 16:21 | 16:57 | 18:21 | 20:11 | 02:00 | 01:28 |
 | Sange | 9 | 40.91% | 56.5 | 44.44% | -1.71% | +5.56% | -44.44% | -10.56% | 18:45 | 14:54 | 15:36 | 17:49 | 20:20 | 26:14 | 04:44 | 03:30 |
 | Magic Wand | 9 | 40.91% | 54.3 | 44.44% | -1.71% | +5.56% | -44.44% | -5.08% | 13:21 | 04:28 | 07:28 | 17:11 | 17:19 | 18:44 | 09:51 | 07:17 |
 | Nullifier | 6 | 27.27% | 52.2 | 50.00% | +6.25% | +50.00% | -50.00% | -44.12% | 30:29 | 23:31 | 29:20 | 29:27 | 31:36 | 37:47 | 02:16 | 01:40 |
 | Yasha | 6 | 27.27% | 50.0 | 50.00% | +6.25% | +50.00% | -50.00% | -49.59% | 20:24 | 17:47 | 19:34 | 19:44 | 21:35 | 23:46 | 02:01 | 01:29 |
 | Bracer | 7 | 31.82% | 47.8 | 42.86% | -3.81% | +7.14% | -42.86% | -40.54% | 02:03 | -01:29 | 01:16 | 02:27 | 02:30 | 05:18 | 01:14 | 00:54 |
 | Heaven's Halberd | 7 | 31.82% | 45.7 | 42.86% | -3.81% | -42.86% | +7.14% | 24.19% | 20:05 | 17:24 | 18:16 | 19:45 | 20:20 | 24:21 | 02:04 | 01:31 |
 | Manta Style | 4 | 18.18% | 43.5 | 50.00% | +5.56% | +50.00% | -50.00% | 0.00% | 24:14 | 21:50 | 21:50 | 22:29 | 25:24 | 27:13 | 03:34 | 02:38 |
 | Eye of Skadi | 1 | 4.55% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 44:04 | 00:00 | 00:00 |
 | Swift Blink | 1 | 4.55% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 4.55% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 44:20 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 4.55% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 4.55% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 9.09% | 30.4 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 33:26 | 32:52 | 32:52 | 34:00 | 34:00 | 34:00 | 01:08 | 00:50 |
 | Sange and Yasha | 2 | 9.09% | 28.3 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 22:20 | 18:25 | 18:25 | 26:14 | 26:14 | 26:14 | 07:49 | 05:47 |
 | Void Stone | 2 | 9.09% | 26.1 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 33:19 | 32:52 | 32:52 | 33:46 | 33:46 | 33:46 | 00:54 | 00:40 |
 | Daedalus | 2 | 9.09% | 23.9 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 41:16 | 41:00 | 41:00 | 41:32 | 41:32 | 41:32 | 00:32 | 00:23 |
 | Wind Lace | 2 | 9.09% | 21.7 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 12:50 | 08:48 | 08:48 | 16:52 | 16:52 | 16:52 | 08:04 | 05:58 |
 | Orb of Corrosion | 2 | 9.09% | 19.6 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 04:53 | 04:51 | 04:51 | 04:55 | 04:55 | 04:55 | 00:04 | 00:02 |
 | Fluffy Hat | 2 | 9.09% | 17.4 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 04:07 | 03:59 | 03:59 | 04:15 | 04:15 | 04:15 | 00:16 | 00:11 |
 | Aghanim's Scepter | 2 | 9.09% | 15.2 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 33:31 | 30:31 | 30:31 | 36:31 | 36:31 | 36:31 | 06:00 | 04:26 |
 | Crystalys | 4 | 18.18% | 13.0 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 37:47 | 26:29 | 26:29 | 37:42 | 40:26 | 46:29 | 13:57 | 10:20 |
 | Satanic | 1 | 4.55% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.55% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Javelin | 2 | 9.09% | 6.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:22 | 30:13 | 30:13 | 42:31 | 42:31 | 42:31 | 12:18 | 09:06 |
 | Monkey King Bar | 2 | 9.09% | 4.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 37:10 | 31:03 | 31:03 | 43:16 | 43:16 | 43:16 | 12:13 | 09:02 |
 | Divine Rapier | 1 | 4.55% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |