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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 | |
 | Wraith Band | 25 | 34.25% | 100.0 | 64.00% | +24.42% | +2.67% | +2.67% | 0.00% | 02:19 | -01:29 | 01:36 | 02:09 | 02:31 | 06:51 | 00:55 | 00:40 |
 | Magic Wand | 62 | 84.93% | 97.7 | 51.61% | +24.34% | -7.86% | -4.94% | 0.40% | 06:00 | -01:29 | 01:22 | 05:13 | 08:39 | 27:18 | 07:17 | 05:23 |
 | Silver Edge | 23 | 31.51% | 95.5 | 60.87% | +18.87% | +5.80% | -10.87% | -5.38% | 28:49 | 21:41 | 26:28 | 29:01 | 29:34 | 36:50 | 03:06 | 02:17 |
 | Shadow Blade | 23 | 31.51% | 93.2 | 60.87% | +18.87% | +5.80% | -10.87% | -4.29% | 27:57 | 21:41 | 25:17 | 27:21 | 29:10 | 36:37 | 03:53 | 02:52 |
 | Crystalys | 47 | 64.38% | 90.9 | 53.19% | +14.73% | +5.14% | -11.52% | -3.87% | 25:59 | 17:05 | 23:50 | 26:08 | 28:08 | 34:24 | 04:18 | 03:11 |
 | Eye of Skadi | 63 | 86.30% | 88.6 | 50.79% | +20.79% | +30.46% | -38.29% | -19.01% | 22:54 | 17:16 | 20:32 | 21:42 | 24:09 | 41:46 | 03:37 | 02:40 |
 | Magic Stick | 54 | 73.97% | 86.4 | 51.85% | +15.01% | -16.14% | +2.00% | 9.89% | 01:41 | -01:29 | -01:29 | -01:29 | 03:19 | 17:19 | 04:48 | 03:33 |
 | Quelling Blade | 57 | 78.08% | 84.1 | 50.88% | +13.38% | -8.02% | +27.69% | 0.00% | -00:50 | -01:29 | -01:29 | -01:29 | -01:29 | 06:59 | 00:00 | 00:00 |
 | Yasha | 72 | 98.63% | 81.8 | 48.61% | +48.61% | +6.95% | +1.39% | -2.33% | 11:56 | 08:07 | 10:34 | 11:36 | 12:57 | 17:12 | 02:23 | 01:45 |
 | Manta Style | 68 | 93.15% | 79.5 | 48.53% | +8.53% | +16.18% | -19.12% | -12.61% | 15:48 | 11:28 | 14:04 | 15:27 | 16:52 | 25:29 | 02:48 | 02:04 |
 | Power Treads | 73 | 100.00% | 77.3 | 47.95% | +47.95% | -9.06% | -3.51% | 3.96% | 05:59 | 03:23 | 05:17 | 06:05 | 06:41 | 08:44 | 01:24 | 01:02 |
 | Boots of Speed | 73 | 100.00% | 75.0 | 47.95% | +47.95% | +7.61% | -3.51% | -5.09% | 04:04 | 01:23 | 03:02 | 04:13 | 05:13 | 06:41 | 02:11 | 01:37 |
 | Force Staff | 14 | 19.18% | 72.7 | 64.29% | +20.22% | +35.71% | -30.96% | -5.26% | 32:10 | 21:31 | 26:09 | 32:22 | 38:50 | 43:29 | 12:41 | 09:23 |
 | Fluffy Hat | 14 | 19.18% | 70.5 | 64.29% | +20.22% | +35.71% | -30.96% | -5.26% | 32:10 | 21:31 | 26:09 | 32:22 | 38:50 | 43:29 | 12:41 | 09:23 |
 | Daedalus | 17 | 23.29% | 68.2 | 58.82% | +14.18% | -8.82% | -8.82% | 0.00% | 33:25 | 27:07 | 30:13 | 32:35 | 33:27 | 47:31 | 03:14 | 02:23 |
 | Hurricane Pike | 13 | 17.81% | 65.9 | 61.54% | +16.54% | +38.46% | -61.54% | -9.79% | 31:36 | 21:55 | 26:22 | 32:52 | 36:35 | 40:08 | 10:13 | 07:34 |
 | Mage Slayer | 3 | 4.11% | 63.6 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 33:33 | 26:29 | 26:29 | 34:37 | 39:32 | 39:32 | 13:03 | 09:40 |
 | Black King Bar | 37 | 50.68% | 61.4 | 45.95% | -4.05% | +9.61% | -23.73% | -6.03% | 31:29 | 23:14 | 26:59 | 30:46 | 32:31 | 52:59 | 05:32 | 04:05 |
 | Swift Blink | 7 | 9.59% | 59.1 | 71.43% | +25.98% | +28.57% | -21.43% | 0.00% | 35:36 | 26:38 | 31:10 | 37:12 | 38:03 | 42:04 | 06:53 | 05:05 |
 | Void Stone | 5 | 6.85% | 56.8 | 80.00% | +34.41% | +20.00% | -80.00% | 0.00% | 33:38 | 23:45 | 23:45 | 34:07 | 36:25 | 44:16 | 12:40 | 09:22 |
 | Butterfly | 18 | 24.66% | 54.5 | 50.00% | +2.73% | +10.00% | +25.00% | 1.15% | 28:24 | 17:35 | 21:52 | 25:25 | 34:54 | 51:08 | 13:02 | 09:39 |
 | Dragon Lance | 42 | 57.53% | 52.3 | 40.48% | -17.58% | -4.12% | -10.48% | -1.22% | 13:17 | 08:21 | 09:44 | 10:58 | 14:58 | 31:25 | 05:14 | 03:52 |
 | Blink Dagger | 11 | 15.07% | 50.0 | 54.55% | +7.78% | +12.12% | -21.22% | 0.00% | 31:29 | 22:20 | 27:41 | 30:48 | 34:43 | 37:58 | 07:02 | 05:12 |
 | Javelin | 14 | 19.18% | 47.7 | 50.00% | +2.54% | 0.00% | +16.67% | 2.11% | 34:31 | 24:29 | 29:15 | 34:33 | 37:08 | 47:18 | 07:53 | 05:50 |
 | Wind Lace | 15 | 20.55% | 45.5 | 46.67% | -1.61% | +28.33% | -46.67% | -12.57% | 09:57 | 05:13 | 05:55 | 10:18 | 11:53 | 17:16 | 05:58 | 04:25 |
 | Monkey King Bar | 12 | 16.44% | 43.2 | 50.00% | +2.46% | +16.67% | +16.67% | 0.00% | 35:51 | 25:16 | 27:48 | 36:11 | 38:27 | 47:18 | 10:39 | 07:53 |
 | Linken's Sphere | 2 | 2.74% | 40.9 | 100.00% | +53.52% | 0.00% | 0.00% | 0.00% | 33:28 | 30:31 | 30:31 | 36:25 | 36:25 | 36:25 | 05:54 | 04:22 |
 | Orchid Malevolence | 2 | 2.74% | 38.6 | 100.00% | +53.52% | 0.00% | 0.00% | 0.00% | 29:02 | 23:45 | 23:45 | 34:19 | 34:19 | 34:19 | 10:34 | 07:49 |
 | Bloodthorn | 2 | 2.74% | 36.4 | 100.00% | +53.52% | 0.00% | 0.00% | 0.00% | 33:32 | 27:04 | 27:04 | 40:00 | 40:00 | 40:00 | 12:56 | 09:34 |
 | Aghanim's Shard | 9 | 12.33% | 34.1 | 44.44% | -4.00% | +5.56% | -44.44% | 0.00% | 39:28 | 25:56 | 28:42 | 37:19 | 45:47 | 1:03:08 | 17:05 | 12:39 |
 | Ring of Health | 3 | 4.11% | 31.8 | 66.67% | +19.53% | +33.33% | 0.00% | 0.00% | 36:47 | 29:39 | 29:39 | 36:25 | 44:16 | 44:16 | 14:37 | 10:49 |
 | Satanic | 4 | 5.48% | 29.5 | 50.00% | +2.17% | -50.00% | -50.00% | 0.00% | 33:50 | 20:58 | 20:58 | 30:57 | 40:07 | 43:17 | 19:09 | 14:11 |
 | Morbid Mask | 4 | 5.48% | 27.3 | 50.00% | +2.17% | -50.00% | -50.00% | 0.00% | 33:10 | 19:03 | 19:03 | 30:43 | 39:50 | 43:05 | 20:47 | 15:23 |
 | Maelstrom | 2 | 2.74% | 25.0 | 50.00% | +2.11% | -50.00% | 0.00% | 0.00% | 32:18 | 29:15 | 29:15 | 35:20 | 35:20 | 35:20 | 06:05 | 04:30 |
 | Sange | 2 | 2.74% | 22.7 | 50.00% | +2.11% | +50.00% | 0.00% | 0.00% | 17:47 | 15:29 | 15:29 | 20:04 | 20:04 | 20:04 | 04:35 | 03:23 |
 | Sange and Yasha | 2 | 2.74% | 20.5 | 50.00% | +2.11% | +50.00% | 0.00% | 0.00% | 17:59 | 15:41 | 15:41 | 20:17 | 20:17 | 20:17 | 04:36 | 03:24 |
 | Mjollnir | 2 | 2.74% | 18.2 | 50.00% | +2.11% | -50.00% | 0.00% | 0.00% | 35:40 | 32:05 | 32:05 | 39:14 | 39:14 | 39:14 | 07:09 | 05:17 |
 | Moon Shard | 3 | 4.11% | 15.9 | 33.33% | -15.24% | -33.33% | 0.00% | 0.00% | 49:14 | 47:50 | 47:50 | 48:06 | 51:45 | 51:45 | 03:55 | 02:54 |
 | Aghanim's Scepter | 5 | 6.85% | 13.6 | 20.00% | -30.00% | +80.00% | -20.00% | 0.00% | 47:29 | 33:54 | 33:54 | 47:42 | 54:20 | 57:34 | 20:26 | 15:08 |
 | Aghanim's Blessing | 5 | 6.85% | 11.4 | 20.00% | -30.00% | +80.00% | -20.00% | 0.00% | 49:06 | 41:58 | 41:58 | 47:42 | 54:20 | 57:34 | 12:22 | 09:09 |
 | Divine Rapier | 6 | 8.22% | 9.1 | 0.00% | -52.24% | 0.00% | 0.00% | 0.00% | 41:40 | 34:36 | 39:42 | 41:31 | 45:22 | 46:13 | 05:40 | 04:11 |
 | Refresher Orb | 1 | 1.37% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 45:09 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.37% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 00:00 | 00:00 |
 | Crown | 1 | 1.37% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 00:00 | 00:00 |