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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 | |
 | Swift Blink | 14 | 11.67% | 100.0 | 85.71% | +49.86% | +14.29% | -19.04% | 0.00% | 38:57 | 31:48 | 34:59 | 36:46 | 42:04 | 49:33 | 07:05 | 05:14 |
 | Abyssal Blade | 51 | 42.50% | 98.0 | 68.63% | +46.89% | +31.37% | -45.55% | -15.13% | 31:31 | 25:15 | 28:41 | 30:45 | 33:46 | 42:12 | 05:05 | 03:45 |
 | Vanguard | 55 | 45.83% | 96.0 | 67.27% | +47.27% | +25.59% | -45.84% | -19.84% | 30:49 | 24:59 | 28:01 | 30:07 | 31:37 | 41:56 | 03:36 | 02:40 |
 | Skull Basher | 90 | 75.00% | 94.0 | 51.11% | +37.78% | +22.80% | -28.38% | -13.01% | 26:17 | 14:03 | 24:28 | 26:18 | 28:24 | 36:14 | 03:56 | 02:54 |
 | Blink Dagger | 86 | 71.67% | 92.0 | 50.00% | +29.41% | +31.82% | -30.95% | -8.30% | 22:29 | 15:04 | 17:25 | 21:44 | 24:59 | 38:35 | 07:34 | 05:36 |
 | Ring of Health | 118 | 98.33% | 90.0 | 42.37% | +42.37% | -9.04% | -7.89% | 0.21% | 08:36 | 02:28 | 05:13 | 07:41 | 10:42 | 33:59 | 05:29 | 04:03 |
 | Quelling Blade | 120 | 100.00% | 88.0 | 41.67% | +41.67% | -11.67% | -5.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Boots of Speed | 120 | 100.00% | 86.0 | 41.67% | +41.67% | +8.33% | -5.00% | -6.40% | 03:08 | 01:14 | 01:54 | 02:41 | 03:59 | 09:17 | 02:05 | 01:32 |
 | Magic Stick | 91 | 75.83% | 84.0 | 42.86% | +4.93% | +0.62% | +13.66% | 4.47% | 03:25 | -01:29 | -01:28 | 01:32 | 04:23 | 24:27 | 05:51 | 04:20 |
 | Magic Wand | 83 | 69.17% | 82.0 | 43.37% | +5.53% | -10.04% | -14.80% | -0.41% | 09:51 | 01:28 | 03:24 | 07:19 | 14:55 | 29:12 | 11:31 | 08:31 |
 | Battle Fury | 116 | 96.67% | 80.0 | 41.38% | -8.62% | +6.90% | -17.24% | -11.40% | 14:47 | 11:57 | 13:37 | 14:47 | 15:44 | 19:22 | 02:07 | 01:34 |
 | Void Stone | 116 | 96.67% | 78.0 | 41.38% | -8.62% | +3.45% | -13.79% | -5.07% | 12:05 | 06:50 | 10:30 | 12:14 | 13:54 | 16:39 | 03:24 | 02:31 |
 | Blight Stone | 15 | 12.50% | 76.0 | 60.00% | +20.95% | +15.00% | -10.00% | -8.15% | 06:05 | 01:29 | 02:49 | 04:35 | 05:53 | 20:45 | 03:04 | 02:16 |
 | Black King Bar | 106 | 88.33% | 74.0 | 40.57% | -9.43% | -7.24% | -9.80% | -0.82% | 22:26 | 16:44 | 20:33 | 22:06 | 23:40 | 34:40 | 03:07 | 02:18 |
 | Power Treads | 79 | 65.83% | 72.0 | 40.51% | -3.39% | +14.49% | -15.51% | -15.00% | 08:06 | 03:58 | 06:19 | 07:16 | 08:19 | 20:01 | 02:00 | 01:28 |
 | Monkey King Bar | 16 | 13.33% | 70.0 | 56.25% | +16.83% | -31.25% | -6.25% | 2.92% | 36:21 | 28:03 | 30:26 | 33:25 | 39:00 | 51:15 | 08:34 | 06:20 |
 | Nullifier | 3 | 2.50% | 68.0 | 100.00% | +59.83% | 0.00% | 0.00% | 0.00% | 37:43 | 36:04 | 36:04 | 36:36 | 40:28 | 40:28 | 04:24 | 03:15 |
 | Helm of Iron Will | 3 | 2.50% | 66.0 | 100.00% | +59.83% | 0.00% | 0.00% | 0.00% | 36:11 | 35:04 | 35:04 | 36:14 | 37:15 | 37:15 | 02:11 | 01:37 |
 | Sange | 19 | 15.83% | 64.0 | 52.63% | +13.03% | +47.37% | +27.37% | -4.46% | 22:36 | 16:32 | 19:17 | 20:23 | 23:46 | 34:43 | 04:29 | 03:19 |
 | Fluffy Hat | 14 | 11.67% | 62.0 | 57.14% | +17.52% | +17.86% | -23.81% | 0.00% | 04:19 | 01:56 | 02:49 | 04:25 | 05:00 | 08:24 | 02:11 | 01:37 |
 | Chainmail | 41 | 34.17% | 60.0 | 43.90% | +3.39% | +6.10% | -13.90% | -5.77% | 06:51 | 02:24 | 04:47 | 06:31 | 08:15 | 15:03 | 03:28 | 02:34 |
 | Phase Boots | 41 | 34.17% | 58.0 | 43.90% | +3.39% | +16.10% | -13.90% | -8.74% | 07:57 | 05:00 | 05:47 | 07:30 | 09:13 | 16:26 | 03:26 | 02:32 |
 | Wind Lace | 50 | 41.67% | 56.0 | 42.00% | +0.57% | -3.54% | -0.33% | 0.41% | 12:24 | 01:30 | 07:24 | 13:31 | 15:10 | 33:15 | 07:46 | 05:45 |
 | Sange and Yasha | 17 | 14.17% | 54.0 | 52.94% | +13.13% | +22.06% | +22.06% | 0.00% | 23:06 | 17:35 | 19:43 | 21:48 | 25:28 | 34:43 | 05:45 | 04:15 |
 | Orb of Corrosion | 12 | 10.00% | 52.0 | 58.33% | +18.52% | +8.34% | +8.34% | 0.00% | 05:35 | 02:57 | 04:23 | 05:14 | 06:47 | 09:00 | 02:24 | 01:46 |
 | Aghanim's Shard | 12 | 10.00% | 50.0 | 58.33% | +18.52% | +8.34% | +8.34% | 0.00% | 40:51 | 30:12 | 31:34 | 36:19 | 45:24 | 1:07:58 | 13:50 | 10:14 |
 | Javelin | 21 | 17.50% | 48.0 | 47.62% | +7.22% | -27.62% | +12.38% | 7.23% | 34:06 | 25:47 | 29:32 | 31:26 | 35:04 | 51:15 | 05:32 | 04:05 |
 | Yasha | 22 | 18.33% | 46.0 | 45.45% | +4.63% | +21.22% | +14.55% | -1.31% | 19:27 | 14:33 | 16:11 | 17:16 | 21:17 | 34:43 | 05:06 | 03:46 |
 | Orb of Venom | 51 | 42.50% | 44.0 | 37.25% | -7.68% | +8.90% | -14.17% | -23.07% | 00:31 | -01:29 | -01:29 | 01:00 | 01:48 | 05:55 | 03:17 | 02:25 |
 | Daedalus | 2 | 1.67% | 42.0 | 100.00% | +59.32% | 0.00% | 0.00% | 0.00% | 35:02 | 33:16 | 33:16 | 36:48 | 36:48 | 36:48 | 03:32 | 02:37 |
 | Crystalys | 2 | 1.67% | 40.0 | 100.00% | +59.32% | 0.00% | 0.00% | 0.00% | 31:43 | 30:11 | 30:11 | 33:15 | 33:15 | 33:15 | 03:04 | 02:16 |
 | Morbid Mask | 6 | 5.00% | 38.0 | 50.00% | +8.77% | 0.00% | +50.00% | 0.00% | 34:43 | 08:41 | 32:06 | 39:45 | 42:23 | 44:35 | 10:17 | 07:37 |
 | Overwhelming Blink | 3 | 2.50% | 36.0 | 66.67% | +25.64% | +33.33% | 0.00% | 0.00% | 42:50 | 38:10 | 38:10 | 45:04 | 45:15 | 45:15 | 07:05 | 05:14 |
 | Heart of Tarrasque | 3 | 2.50% | 34.0 | 66.67% | +25.64% | +33.33% | 0.00% | 0.00% | 39:03 | 32:43 | 32:43 | 33:05 | 51:20 | 51:20 | 18:37 | 13:47 |
 | Wraith Band | 18 | 15.00% | 32.0 | 27.78% | -16.34% | -7.78% | -2.78% | 3.90% | 03:05 | 01:26 | 01:57 | 02:45 | 03:14 | 07:23 | 01:17 | 00:57 |
 | Satanic | 4 | 3.33% | 30.0 | 50.00% | +8.62% | +50.00% | +50.00% | 0.00% | 41:32 | 39:35 | 39:35 | 39:47 | 41:30 | 45:14 | 01:55 | 01:25 |
 | Eye of Skadi | 1 | 0.83% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.83% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.83% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Bracer | 1 | 0.83% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:56 | 03:56 | 03:56 | 03:56 | 03:56 | 03:56 | 00:00 | 00:00 |
 | Desolator | 2 | 1.67% | 20.0 | 50.00% | +8.47% | -50.00% | 0.00% | 0.00% | 22:30 | 22:09 | 22:09 | 22:50 | 22:50 | 22:50 | 00:41 | 00:30 |
 | Aghanim's Blessing | 2 | 1.67% | 18.0 | 50.00% | +8.47% | -50.00% | 0.00% | 0.00% | 43:37 | 40:45 | 40:45 | 46:29 | 46:29 | 46:29 | 05:44 | 04:14 |
 | Orchid Malevolence | 2 | 1.67% | 16.0 | 50.00% | +8.47% | +50.00% | 0.00% | 0.00% | 47:35 | 39:14 | 39:14 | 55:56 | 55:56 | 55:56 | 16:42 | 12:22 |
 | Bottle | 3 | 2.50% | 14.0 | 33.33% | -8.55% | -33.33% | 0.00% | 0.00% | 06:01 | 02:56 | 02:56 | 04:35 | 10:31 | 10:31 | 07:35 | 05:37 |
 | Aghanim's Scepter | 3 | 2.50% | 12.0 | 33.33% | -8.55% | -33.33% | 0.00% | 0.00% | 41:19 | 36:42 | 36:42 | 40:45 | 46:29 | 46:29 | 09:47 | 07:14 |
 | Aeon Disk | 1 | 0.83% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 45:37 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.83% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:12 | 56:12 | 56:12 | 56:12 | 56:12 | 56:12 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.83% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.83% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:00 | 1:10:00 | 1:10:00 | 1:10:00 | 1:10:00 | 1:10:00 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.67% | 2.0 | 0.00% | -42.37% | 0.00% | 0.00% | 0.00% | 32:54 | 32:29 | 32:29 | 33:19 | 33:19 | 33:19 | 00:50 | 00:37 |