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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 | |
 | Eye of Skadi | 25 | 38.46% | 100.0 | 88.00% | +45.50% | +12.00% | +12.00% | 0.00% | 34:47 | 25:41 | 31:55 | 34:07 | 36:24 | 44:37 | 04:29 | 03:19 |
 | Mjollnir | 44 | 67.69% | 98.0 | 65.91% | +18.29% | -20.46% | +34.09% | 6.26% | 31:26 | 17:10 | 27:38 | 31:34 | 36:21 | 41:19 | 08:43 | 06:27 |
 | Void Stone | 27 | 41.54% | 95.9 | 70.37% | +17.74% | +15.34% | -13.23% | -2.63% | 30:09 | 14:31 | 23:34 | 31:35 | 34:27 | 45:20 | 10:53 | 08:03 |
 | Ring of Health | 27 | 41.54% | 93.9 | 70.37% | +17.74% | +15.34% | -13.23% | -2.27% | 30:27 | 14:31 | 21:53 | 31:30 | 34:27 | 45:20 | 12:34 | 09:18 |
 | Magic Wand | 54 | 83.08% | 91.8 | 62.96% | +17.51% | +1.33% | -9.11% | -1.03% | 12:25 | 02:11 | 06:54 | 11:21 | 17:00 | 31:46 | 10:06 | 07:28 |
 | Orb of Venom | 8 | 12.31% | 89.8 | 87.50% | +31.36% | +12.50% | +12.50% | 0.00% | 02:09 | -01:29 | 01:03 | 01:35 | 03:13 | 04:08 | 02:10 | 01:36 |
 | Yasha | 8 | 12.31% | 87.8 | 87.50% | +31.36% | +12.50% | +12.50% | 0.00% | 25:20 | 15:32 | 19:19 | 25:12 | 27:08 | 40:35 | 07:49 | 05:47 |
 | Aghanim's Shard | 53 | 81.54% | 85.7 | 62.26% | +12.26% | -0.72% | -8.41% | -0.98% | 23:29 | 15:00 | 18:26 | 23:54 | 26:19 | 37:00 | 07:53 | 05:50 |
 | Linken's Sphere | 23 | 35.38% | 83.7 | 69.57% | +14.81% | +13.76% | -2.90% | -2.33% | 31:01 | 16:41 | 26:43 | 31:38 | 33:52 | 43:12 | 07:09 | 05:17 |
 | Boots of Speed | 65 | 100.00% | 81.6 | 60.00% | +60.00% | +8.75% | -10.00% | -8.27% | 05:30 | 01:48 | 04:05 | 05:03 | 06:21 | 14:36 | 02:16 | 01:40 |
 | Magic Stick | 64 | 98.46% | 79.6 | 59.38% | -40.62% | +3.12% | +9.37% | 5.86% | 01:57 | -01:29 | -01:29 | -01:28 | 02:33 | 24:35 | 04:02 | 02:59 |
 | Javelin | 61 | 93.85% | 77.6 | 59.02% | -15.98% | +20.98% | -12.35% | -12.58% | 13:35 | 05:57 | 11:54 | 13:10 | 14:33 | 26:08 | 02:39 | 01:57 |
 | Maelstrom | 60 | 92.31% | 75.5 | 58.33% | -21.67% | +28.34% | -25.00% | -25.40% | 16:39 | 10:22 | 15:19 | 16:32 | 17:25 | 29:25 | 02:06 | 01:33 |
 | Quelling Blade | 62 | 95.38% | 73.5 | 58.06% | -41.94% | -1.81% | +8.61% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Power Treads | 62 | 95.38% | 71.4 | 58.06% | -41.94% | -1.81% | -11.39% | -5.75% | 07:18 | 04:22 | 05:51 | 06:40 | 07:31 | 15:17 | 01:40 | 01:14 |
 | Manta Style | 4 | 6.15% | 69.4 | 100.00% | +42.62% | 0.00% | 0.00% | 0.00% | 23:24 | 18:58 | 18:58 | 21:11 | 22:23 | 31:04 | 03:25 | 02:31 |
 | Black King Bar | 54 | 83.08% | 67.3 | 53.70% | -37.21% | +17.73% | -7.55% | -8.67% | 24:20 | 18:28 | 22:23 | 23:53 | 25:18 | 36:20 | 02:55 | 02:09 |
 | Refresher Orb | 13 | 20.00% | 65.3 | 69.23% | +11.54% | -2.56% | -2.56% | 0.00% | 43:05 | 35:16 | 41:12 | 43:05 | 44:37 | 51:22 | 03:25 | 02:31 |
 | Wraith Band | 40 | 61.54% | 63.3 | 55.00% | -13.00% | -5.00% | +25.00% | 20.93% | 03:00 | 01:25 | 01:47 | 02:20 | 03:13 | 13:38 | 01:26 | 01:03 |
 | Morbid Mask | 26 | 40.00% | 61.2 | 57.69% | -3.85% | -14.83% | +8.98% | 12.87% | 12:24 | 06:30 | 08:20 | 08:43 | 10:11 | 52:31 | 01:51 | 01:22 |
 | Sange | 8 | 12.31% | 59.2 | 75.00% | +17.11% | +25.00% | -25.00% | -5.65% | 25:43 | 18:07 | 20:12 | 23:14 | 29:03 | 37:26 | 08:51 | 06:33 |
 | Butterfly | 8 | 12.31% | 57.1 | 75.00% | +17.11% | +25.00% | -25.00% | -6.62% | 40:24 | 32:08 | 34:51 | 39:10 | 42:24 | 49:53 | 07:33 | 05:35 |
 | Mask of Madness | 23 | 35.38% | 55.1 | 56.52% | -5.38% | -23.19% | +10.15% | 19.05% | 11:45 | 08:46 | 10:21 | 11:36 | 12:06 | 17:56 | 01:45 | 01:17 |
 | Headdress | 3 | 4.62% | 53.1 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | -01:29 | -01:30 | -01:30 | -01:29 | -01:29 | -01:29 | 00:01 | 00:00 |
 | Aeon Disk | 3 | 4.62% | 51.0 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | 47:57 | 42:25 | 42:25 | 45:00 | 56:27 | 56:27 | 14:02 | 10:23 |
 | Ring of Protection | 3 | 4.62% | 49.0 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | 14:30 | 09:23 | 09:23 | 16:44 | 17:23 | 17:23 | 08:00 | 05:55 |
 | Hand of Midas | 31 | 47.69% | 46.9 | 48.39% | -22.20% | +14.11% | -35.89% | -25.00% | 11:19 | 06:55 | 10:28 | 11:38 | 12:28 | 13:57 | 02:00 | 01:28 |
 | Monkey King Bar | 4 | 6.15% | 44.9 | 75.00% | +15.98% | +25.00% | +25.00% | 0.00% | 38:05 | 26:31 | 26:31 | 29:56 | 45:53 | 49:58 | 19:22 | 14:20 |
 | Fluffy Hat | 4 | 6.15% | 42.9 | 75.00% | +15.98% | +25.00% | +25.00% | 0.00% | 12:00 | 06:23 | 06:23 | 07:16 | 09:54 | 24:28 | 03:31 | 02:36 |
 | Sange and Yasha | 4 | 6.15% | 40.8 | 75.00% | +15.98% | +25.00% | +25.00% | 0.00% | 30:17 | 25:42 | 25:42 | 26:52 | 27:28 | 41:07 | 01:46 | 01:18 |
 | Arcane Boots | 2 | 3.08% | 38.8 | 100.00% | +41.27% | 0.00% | 0.00% | 0.00% | 28:07 | 19:57 | 19:57 | 36:17 | 36:17 | 36:17 | 16:20 | 12:05 |
 | Heaven's Halberd | 2 | 3.08% | 36.7 | 100.00% | +41.27% | 0.00% | 0.00% | 0.00% | 21:05 | 20:36 | 20:36 | 21:33 | 21:33 | 21:33 | 00:57 | 00:42 |
 | Ring of Basilius | 2 | 3.08% | 34.7 | 100.00% | +41.27% | 0.00% | 0.00% | 0.00% | 10:23 | 09:47 | 09:47 | 10:59 | 10:59 | 10:59 | 01:12 | 00:53 |
 | Buckler | 2 | 3.08% | 32.7 | 100.00% | +41.27% | 0.00% | 0.00% | 0.00% | 17:04 | 16:44 | 16:44 | 17:23 | 17:23 | 17:23 | 00:39 | 00:28 |
 | Blight Stone | 3 | 4.62% | 30.6 | 66.67% | +6.99% | +33.33% | 0.00% | 0.00% | 07:51 | 06:23 | 06:23 | 07:16 | 09:54 | 09:54 | 03:31 | 02:36 |
 | Orb of Corrosion | 3 | 4.62% | 28.6 | 66.67% | +6.99% | +33.33% | 0.00% | 0.00% | 08:37 | 07:24 | 07:24 | 08:05 | 10:22 | 10:22 | 02:58 | 02:11 |
 | Moon Shard | 1 | 1.54% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:53 | 1:04:53 | 1:04:53 | 1:04:53 | 1:04:53 | 1:04:53 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.54% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:53 | 52:53 | 52:53 | 52:53 | 52:53 | 52:53 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.54% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:20 | 45:20 | 45:20 | 45:20 | 45:20 | 45:20 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.54% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.54% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 52:17 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.54% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 34:51 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.54% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.54% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.54% | 10.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Nullifier | 2 | 3.08% | 8.2 | 50.00% | -10.32% | +50.00% | 0.00% | 0.00% | 50:27 | 50:23 | 50:23 | 50:31 | 50:31 | 50:31 | 00:08 | 00:05 |
 | Helm of Iron Will | 2 | 3.08% | 6.1 | 50.00% | -10.32% | +50.00% | 0.00% | 0.00% | 50:01 | 49:48 | 49:48 | 50:14 | 50:14 | 50:14 | 00:26 | 00:19 |
 | Satanic | 3 | 4.62% | 4.1 | 33.33% | -27.96% | +66.67% | 0.00% | 0.00% | 46:42 | 37:04 | 37:04 | 50:02 | 52:59 | 52:59 | 15:55 | 11:47 |
 | Aghanim's Scepter | 1 | 1.54% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |