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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 | |
 | Helm of Iron Will | 7 | 25.00% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 24:50 | 20:27 | 21:51 | 23:52 | 25:13 | 33:19 | 03:22 | 02:29 |
 | Nullifier | 7 | 25.00% | 97.6 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 26:54 | 22:10 | 23:25 | 26:03 | 27:44 | 33:31 | 04:19 | 03:11 |
 | Daedalus | 10 | 35.71% | 95.1 | 80.00% | +35.56% | -13.33% | +20.00% | 7.55% | 31:10 | 25:24 | 27:17 | 30:31 | 31:42 | 43:51 | 04:25 | 03:16 |
 | Satanic | 4 | 14.29% | 92.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:30 | 33:38 | 33:38 | 34:45 | 37:42 | 43:55 | 04:04 | 03:00 |
 | Crystalys | 21 | 75.00% | 90.2 | 66.67% | +38.10% | -6.67% | +13.33% | 3.28% | 26:47 | 17:04 | 22:43 | 24:11 | 28:49 | 42:36 | 06:06 | 04:31 |
 | Black King Bar | 25 | 89.29% | 87.8 | 60.00% | +26.67% | +23.33% | -10.00% | -11.05% | 20:16 | 16:08 | 17:56 | 19:25 | 20:57 | 28:32 | 03:01 | 02:14 |
 | Magic Stick | 23 | 82.14% | 85.4 | 60.87% | +20.87% | +5.80% | +22.46% | 16.66% | -00:14 | -01:29 | -01:29 | -01:29 | 01:15 | 04:53 | 02:44 | 02:01 |
 | Harpoon | 21 | 75.00% | 82.9 | 61.90% | +19.04% | +18.10% | -21.90% | -3.18% | 27:50 | 12:32 | 20:54 | 28:11 | 33:28 | 39:59 | 12:34 | 09:18 |
 | Diadem | 21 | 75.00% | 80.5 | 61.90% | +19.04% | +18.10% | -21.90% | -3.23% | 27:06 | 12:05 | 19:51 | 27:02 | 32:15 | 39:43 | 12:24 | 09:11 |
 | Morbid Mask | 28 | 100.00% | 78.0 | 57.14% | +57.14% | 0.00% | +28.57% | 17.14% | 07:39 | 04:52 | 06:44 | 07:42 | 08:24 | 10:00 | 01:40 | 01:14 |
 | Boots of Speed | 28 | 100.00% | 75.6 | 57.14% | +57.14% | +28.57% | -14.28% | -40.81% | 03:35 | 01:28 | 02:58 | 03:24 | 04:01 | 05:54 | 01:03 | 00:46 |
 | Echo Sabre | 28 | 100.00% | 73.2 | 57.14% | +57.14% | 0.00% | +14.29% | 13.61% | 13:04 | 10:32 | 12:30 | 13:04 | 13:33 | 14:52 | 01:03 | 00:46 |
 | Mask of Madness | 28 | 100.00% | 70.7 | 57.14% | +57.14% | +14.29% | +14.29% | 0.00% | 09:21 | 07:19 | 08:46 | 09:23 | 09:57 | 10:57 | 01:11 | 00:52 |
 | Quelling Blade | 28 | 100.00% | 68.3 | 57.14% | +57.14% | +14.29% | -28.57% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:29 | 00:54 | 00:00 | 00:00 |
 | Magic Wand | 18 | 64.29% | 65.9 | 55.56% | -4.44% | -35.56% | +19.44% | 5.89% | 05:49 | -01:29 | 01:01 | 04:02 | 10:21 | 14:13 | 09:20 | 06:54 |
 | Chainmail | 5 | 17.86% | 63.4 | 80.00% | +27.83% | -80.00% | +20.00% | 0.00% | 04:33 | 01:52 | 01:52 | 05:14 | 05:18 | 05:45 | 03:26 | 02:32 |
 | Phase Boots | 5 | 17.86% | 61.0 | 80.00% | +27.83% | +20.00% | +20.00% | 0.00% | 06:01 | 05:48 | 05:48 | 05:57 | 06:10 | 06:18 | 00:22 | 00:16 |
 | Power Treads | 23 | 82.14% | 58.5 | 52.17% | -27.83% | +14.50% | +14.50% | 0.00% | 05:57 | 03:37 | 05:05 | 05:50 | 06:19 | 08:36 | 01:14 | 00:54 |
 | Blink Dagger | 21 | 75.00% | 56.1 | 52.38% | -19.05% | +7.62% | +7.62% | 0.00% | 16:27 | 13:19 | 14:47 | 15:40 | 16:47 | 22:27 | 02:00 | 01:28 |
 | Aghanim's Shard | 10 | 35.71% | 53.7 | 60.00% | +4.44% | -26.67% | +40.00% | 6.23% | 29:42 | 20:53 | 23:47 | 29:44 | 34:29 | 38:22 | 10:42 | 07:55 |
 | Silver Edge | 11 | 39.29% | 51.2 | 54.55% | -4.27% | +12.12% | +12.12% | 0.00% | 29:24 | 19:46 | 24:21 | 27:31 | 28:20 | 48:12 | 03:59 | 02:57 |
 | Shadow Blade | 11 | 39.29% | 48.8 | 54.55% | -4.27% | +12.12% | +12.12% | 0.00% | 28:15 | 16:52 | 21:55 | 27:01 | 27:34 | 47:36 | 05:39 | 04:11 |
 | Cornucopia | 6 | 21.43% | 46.3 | 66.67% | +12.12% | +33.33% | -66.67% | 0.00% | 35:11 | 23:13 | 27:35 | 33:17 | 40:30 | 50:27 | 12:55 | 09:34 |
 | Swift Blink | 4 | 14.29% | 43.9 | 75.00% | +20.83% | +25.00% | -75.00% | 0.00% | 40:22 | 34:05 | 34:05 | 40:27 | 41:30 | 45:24 | 07:25 | 05:29 |
 | Bracer | 12 | 42.86% | 41.5 | 50.00% | -12.50% | +16.67% | -16.67% | -30.31% | 01:30 | -01:29 | 00:48 | 01:30 | 01:54 | 04:01 | 01:06 | 00:48 |
 | Overwhelming Blink | 2 | 7.14% | 39.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 38:22 | 34:13 | 34:13 | 42:31 | 42:31 | 42:31 | 08:18 | 06:08 |
 | Moon Shard | 2 | 7.14% | 36.6 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 45:32 | 42:42 | 42:42 | 48:22 | 48:22 | 48:22 | 05:40 | 04:11 |
 | Linken's Sphere | 5 | 17.86% | 34.1 | 60.00% | +3.48% | +40.00% | -60.00% | 0.00% | 35:59 | 24:54 | 24:54 | 36:05 | 40:43 | 50:27 | 15:49 | 11:42 |
 | Ring of Protection | 5 | 17.86% | 31.7 | 60.00% | +3.48% | +40.00% | +40.00% | 0.00% | 30:15 | 23:53 | 23:53 | 29:21 | 31:32 | 40:50 | 07:39 | 05:40 |
 | Buckler | 6 | 21.43% | 29.3 | 50.00% | -9.09% | 0.00% | +50.00% | 0.00% | 24:58 | -01:29 | 23:53 | 25:40 | 31:32 | 40:50 | 07:39 | 05:40 |
 | Sange | 3 | 10.71% | 26.8 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 16:42 | 15:26 | 15:26 | 17:12 | 17:28 | 17:28 | 02:02 | 01:30 |
 | Assault Cuirass | 4 | 14.29% | 24.4 | 50.00% | -8.33% | +50.00% | +50.00% | 0.00% | 31:10 | 25:06 | 25:06 | 26:43 | 31:45 | 41:06 | 06:39 | 04:55 |
 | Wraith Band | 1 | 3.57% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 00:00 | 00:00 |
 | Yasha | 1 | 3.57% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 19:39 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.57% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 3.57% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 3.57% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.57% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 7.14% | 7.3 | 50.00% | -7.69% | -50.00% | 0.00% | 0.00% | 19:09 | 18:23 | 18:23 | 19:55 | 19:55 | 19:55 | 01:32 | 01:08 |
 | Javelin | 4 | 14.29% | 4.9 | 25.00% | -37.50% | -25.00% | -25.00% | 0.00% | 37:23 | 30:48 | 30:48 | 36:09 | 40:41 | 41:52 | 09:53 | 07:19 |
 | Monkey King Bar | 5 | 17.86% | 2.4 | 20.00% | -45.22% | -20.00% | -20.00% | 0.00% | 39:26 | 32:09 | 32:09 | 40:55 | 42:14 | 43:16 | 10:05 | 07:28 |