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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 | |
 | Satanic | 4 | 26.67% | 100.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 26:37 | 21:41 | 21:41 | 22:08 | 22:29 | 40:08 | 00:48 | 00:35 |
 | Bracer | 4 | 26.67% | 97.7 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 02:33 | 02:02 | 02:02 | 02:21 | 02:38 | 03:12 | 00:36 | 00:26 |
 | Assault Cuirass | 6 | 40.00% | 95.3 | 83.33% | +61.11% | -33.33% | +16.67% | 3.55% | 29:10 | 19:55 | 20:50 | 28:07 | 34:56 | 37:58 | 14:06 | 10:26 |
 | Morbid Mask | 6 | 40.00% | 93.0 | 83.33% | +61.11% | -33.33% | +16.67% | 50.00% | 24:42 | 20:52 | 21:34 | 21:55 | 22:12 | 39:29 | 00:38 | 00:28 |
 | Magic Stick | 8 | 53.33% | 90.7 | 75.00% | +60.71% | -25.00% | +25.00% | 50.00% | 01:01 | -01:29 | -01:29 | -01:29 | 02:01 | 07:29 | 03:30 | 02:35 |
 | Magic Wand | 5 | 33.33% | 88.4 | 80.00% | +50.00% | +20.00% | +20.00% | 0.00% | 07:03 | 01:35 | 01:35 | 06:55 | 08:02 | 13:10 | 06:27 | 04:46 |
 | Helm of Iron Will | 10 | 66.67% | 86.0 | 60.00% | +40.00% | -26.67% | -10.00% | 4.81% | 10:25 | 03:06 | 08:22 | 09:32 | 11:50 | 25:49 | 03:28 | 02:34 |
 | Echo Sabre | 13 | 86.67% | 83.7 | 53.85% | +53.85% | -53.85% | +46.15% | 20.34% | 12:41 | 07:48 | 10:14 | 12:59 | 15:09 | 16:19 | 04:55 | 03:38 |
 | Power Treads | 14 | 93.33% | 81.4 | 50.00% | +50.00% | 0.00% | -50.00% | -41.10% | 07:57 | 04:47 | 06:09 | 06:45 | 07:22 | 17:20 | 01:13 | 00:54 |
 | Monkey King Bar | 2 | 13.33% | 79.1 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 30:59 | 27:08 | 27:08 | 34:50 | 34:50 | 34:50 | 07:42 | 05:42 |
 | Javelin | 2 | 13.33% | 76.7 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 29:21 | 24:24 | 24:24 | 34:18 | 34:18 | 34:18 | 09:54 | 07:20 |
 | Blink Dagger | 2 | 13.33% | 74.4 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 35:44 | 30:13 | 30:13 | 41:15 | 41:15 | 41:15 | 11:02 | 08:10 |
 | Buckler | 9 | 60.00% | 72.1 | 55.56% | +22.23% | -5.56% | +44.44% | 4.66% | 22:43 | 13:26 | 16:44 | 20:17 | 27:28 | 33:14 | 10:44 | 07:57 |
 | Black King Bar | 9 | 60.00% | 69.8 | 55.56% | +22.23% | -5.56% | -5.56% | 0.00% | 26:01 | 18:17 | 18:58 | 21:44 | 28:49 | 42:50 | 09:51 | 07:17 |
 | Armlet of Mordiggian | 9 | 60.00% | 67.4 | 55.56% | +22.23% | -55.56% | -55.56% | 0.00% | 11:35 | 08:19 | 09:24 | 11:20 | 12:29 | 15:54 | 03:05 | 02:17 |
 | Boots of Speed | 15 | 100.00% | 65.1 | 46.67% | +46.67% | +28.33% | -46.67% | -21.53% | 05:56 | 02:38 | 03:00 | 04:11 | 06:29 | 14:34 | 03:29 | 02:34 |
 | Quelling Blade | 15 | 100.00% | 62.8 | 46.67% | +46.67% | +28.33% | +28.33% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Ring of Protection | 11 | 73.33% | 60.5 | 45.45% | -4.55% | +21.22% | +21.22% | 0.00% | 13:31 | -01:29 | -01:28 | 19:09 | 20:16 | 31:56 | 21:44 | 16:05 |
 | Nullifier | 3 | 20.00% | 58.1 | 66.67% | +25.00% | -66.67% | 0.00% | 15.10% | 29:36 | 27:19 | 27:19 | 29:45 | 31:44 | 31:44 | 04:25 | 03:16 |
 | Bottle | 1 | 6.67% | 55.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 00:00 | 00:00 |
 | Moon Shard | 1 | 6.67% | 53.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 41:14 | 00:00 | 00:00 |
 | Yasha | 1 | 6.67% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 6.67% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Swift Blink | 1 | 6.67% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 41:34 | 00:00 | 00:00 |
 | Sange | 2 | 13.33% | 44.2 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 19:56 | 16:41 | 16:41 | 23:11 | 23:11 | 23:11 | 06:30 | 04:48 |
 | Skull Basher | 3 | 20.00% | 41.9 | 33.33% | -16.67% | -33.33% | 0.00% | 2.49% | 28:46 | 21:21 | 21:21 | 30:14 | 34:44 | 34:44 | 13:23 | 09:54 |
 | Desolator | 1 | 6.67% | 39.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 41:43 | 00:00 | 00:00 |
 | Wind Lace | 2 | 13.33% | 37.2 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 16:17 | 11:40 | 11:40 | 20:53 | 20:53 | 20:53 | 09:13 | 06:49 |
 | Vladmir's Offering | 1 | 6.67% | 34.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 6.67% | 32.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:50 | 03:50 | 03:50 | 03:50 | 03:50 | 03:50 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 6.67% | 30.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:27 | 04:27 | 04:27 | 04:27 | 04:27 | 04:27 | 00:00 | 00:00 |
 | Crown | 1 | 6.67% | 27.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 6.67% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 6.67% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 00:00 | 00:00 |
 | Blight Stone | 3 | 20.00% | 20.9 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 16:41 | 02:17 | 02:17 | 17:37 | 30:10 | 30:10 | 27:53 | 20:39 |
 | Chainmail | 1 | 6.67% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Solar Crest | 1 | 6.67% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 20:55 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 6.67% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 6.67% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 6.67% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 17:37 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.67% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 6.67% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 6.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |