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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 | |
 | Butterfly | 10 | 22.22% | 100.0 | 90.00% | +50.00% | +10.00% | +10.00% | 0.00% | 37:13 | 29:27 | 31:33 | 34:13 | 45:28 | 47:30 | 13:55 | 10:18 |
 | Abyssal Blade | 17 | 37.78% | 97.4 | 70.59% | +31.30% | +4.41% | -20.59% | -1.82% | 36:49 | 26:49 | 28:11 | 37:27 | 41:53 | 53:26 | 13:42 | 10:08 |
 | Skull Basher | 21 | 46.67% | 94.9 | 66.67% | +29.17% | +13.33% | +13.33% | 0.00% | 32:34 | 23:29 | 25:54 | 30:02 | 36:41 | 52:25 | 10:47 | 07:59 |
 | Fluffy Hat | 9 | 20.00% | 92.3 | 77.78% | +33.34% | +22.22% | +22.22% | 0.00% | 07:03 | 01:53 | 02:10 | 04:49 | 09:43 | 18:10 | 07:33 | 05:35 |
 | Vanguard | 29 | 64.44% | 89.7 | 58.62% | +21.12% | +12.81% | +12.81% | 0.00% | 16:58 | 04:35 | 06:03 | 07:22 | 34:51 | 53:26 | 28:48 | 21:20 |
 | Eye of Skadi | 19 | 42.22% | 87.2 | 63.16% | +20.85% | -43.16% | +16.84% | 20.81% | 30:04 | 25:13 | 26:19 | 27:28 | 29:12 | 50:39 | 02:53 | 02:08 |
 | Manta Style | 41 | 91.11% | 84.6 | 53.66% | +28.66% | -3.66% | -13.66% | -3.31% | 22:50 | 18:08 | 20:26 | 22:00 | 23:27 | 37:23 | 03:01 | 02:14 |
 | Blight Stone | 8 | 17.78% | 82.1 | 75.00% | +29.05% | +25.00% | +25.00% | 0.00% | 06:13 | 01:10 | 01:27 | 03:42 | 06:16 | 18:10 | 04:49 | 03:34 |
 | Diffusal Blade | 8 | 17.78% | 79.5 | 75.00% | +29.05% | -25.00% | +25.00% | 0.00% | 17:32 | 13:39 | 14:44 | 15:13 | 16:59 | 29:26 | 02:15 | 01:40 |
 | Orb of Corrosion | 8 | 17.78% | 76.9 | 75.00% | +29.05% | +25.00% | +25.00% | 0.00% | 07:23 | 02:35 | 03:04 | 04:36 | 07:16 | 18:51 | 04:12 | 03:06 |
 | Quelling Blade | 45 | 100.00% | 74.4 | 51.11% | +51.11% | -5.66% | -14.75% | 0.00% | -01:25 | -01:29 | -01:29 | -01:29 | -01:29 | 01:29 | 00:00 | 00:00 |
 | Boots of Speed | 45 | 100.00% | 71.8 | 51.11% | +51.11% | -14.75% | +3.44% | 5.32% | 08:20 | 02:35 | 05:43 | 08:00 | 09:08 | 16:50 | 03:25 | 02:31 |
 | Yasha | 45 | 100.00% | 69.2 | 51.11% | +51.11% | -5.66% | -5.66% | 0.00% | 19:52 | 15:32 | 17:27 | 19:26 | 20:39 | 30:59 | 03:12 | 02:22 |
 | Ring of Health | 45 | 100.00% | 66.7 | 51.11% | +51.11% | -5.66% | +3.44% | 2.81% | 04:57 | 01:55 | 02:45 | 03:42 | 05:59 | 14:02 | 03:14 | 02:23 |
 | Power Treads | 45 | 100.00% | 64.1 | 51.11% | +51.11% | +3.44% | -5.66% | -2.80% | 10:19 | 05:23 | 07:54 | 09:51 | 11:09 | 18:34 | 03:15 | 02:24 |
 | Magic Stick | 30 | 66.67% | 61.5 | 53.33% | +6.66% | -15.83% | -10.47% | 1.00% | 04:13 | -01:29 | -01:29 | 00:58 | 06:50 | 26:10 | 08:19 | 06:09 |
 | Battle Fury | 39 | 86.67% | 59.0 | 48.72% | -17.95% | +1.28% | -8.72% | -5.22% | 15:48 | 12:42 | 14:38 | 15:31 | 16:33 | 21:25 | 01:55 | 01:25 |
 | Void Stone | 39 | 86.67% | 56.4 | 48.72% | -17.95% | -8.72% | +1.28% | 2.90% | 14:00 | 07:53 | 12:27 | 14:20 | 15:54 | 19:46 | 03:27 | 02:33 |
 | Aghanim's Shard | 3 | 6.67% | 53.8 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 41:46 | 31:02 | 31:02 | 45:44 | 48:33 | 48:33 | 17:31 | 12:58 |
 | Aghanim's Scepter | 9 | 20.00% | 51.3 | 66.67% | +19.45% | +33.33% | -16.67% | 0.00% | 32:33 | 22:38 | 23:24 | 28:14 | 33:04 | 54:29 | 09:40 | 07:09 |
 | Black King Bar | 16 | 35.56% | 48.7 | 56.25% | +7.97% | +43.75% | -6.25% | -8.96% | 33:35 | 24:37 | 29:19 | 33:02 | 34:54 | 49:52 | 05:35 | 04:08 |
 | Magic Wand | 25 | 55.56% | 46.2 | 48.00% | -7.00% | +18.67% | -31.33% | -3.70% | 11:45 | -01:25 | 03:25 | 09:04 | 16:55 | 27:39 | 13:30 | 10:00 |
 | Orb of Venom | 21 | 46.67% | 43.6 | 47.62% | -6.55% | +12.38% | +12.38% | 0.00% | 01:00 | -01:29 | -01:29 | 01:09 | 02:24 | 04:36 | 03:53 | 02:52 |
 | Wraith Band | 13 | 28.89% | 41.0 | 53.85% | +3.85% | -20.52% | +12.82% | 19.42% | 03:14 | -00:09 | 01:26 | 02:03 | 03:09 | 09:32 | 01:43 | 01:16 |
 | Buckler | 4 | 8.89% | 38.5 | 75.00% | +26.22% | +25.00% | +25.00% | 0.00% | 34:03 | 23:28 | 23:28 | 24:46 | 32:46 | 55:13 | 09:18 | 06:53 |
 | Satanic | 4 | 8.89% | 35.9 | 75.00% | +26.22% | -75.00% | +25.00% | 0.00% | 36:49 | 31:28 | 31:28 | 33:20 | 36:34 | 45:53 | 05:06 | 03:46 |
 | Assault Cuirass | 4 | 8.89% | 33.3 | 75.00% | +26.22% | -75.00% | +25.00% | 0.00% | 35:24 | 25:15 | 25:15 | 25:37 | 33:43 | 56:59 | 08:28 | 06:16 |
 | Morbid Mask | 4 | 8.89% | 30.8 | 75.00% | +26.22% | +25.00% | +25.00% | 0.00% | 35:30 | 28:57 | 28:57 | 31:18 | 36:19 | 45:27 | 07:22 | 05:27 |
 | Ring of Protection | 4 | 8.89% | 28.2 | 75.00% | +26.22% | +25.00% | +25.00% | 0.00% | 27:47 | -01:29 | -01:29 | 24:39 | 32:46 | 55:13 | 34:15 | 25:22 |
 | Aghanim's Blessing | 3 | 6.67% | 25.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 51:57 | 50:32 | 50:32 | 50:49 | 54:29 | 54:29 | 03:57 | 02:55 |
 | Divine Rapier | 1 | 2.22% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:12 | 58:12 | 58:12 | 58:12 | 58:12 | 58:12 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.22% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.22% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:12 | 59:12 | 59:12 | 59:12 | 59:12 | 59:12 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 6.67% | 15.4 | 33.33% | -19.05% | -33.33% | 0.00% | 0.00% | 29:47 | 26:15 | 26:15 | 30:43 | 32:24 | 32:24 | 06:09 | 04:33 |
 | Javelin | 2 | 4.44% | 12.8 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 33:09 | 32:57 | 32:57 | 33:20 | 33:20 | 33:20 | 00:23 | 00:17 |
 | Moon Shard | 1 | 2.22% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:35 | 56:35 | 56:35 | 56:35 | 56:35 | 56:35 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.22% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |
 | Sange | 1 | 2.22% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 4.44% | 2.6 | 0.00% | -53.49% | 0.00% | 0.00% | 0.00% | 35:50 | 35:15 | 35:15 | 36:25 | 36:25 | 36:25 | 01:10 | 00:51 |