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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 | 18 | 32.14% | 100.0 | 83.33% | +38.59% | +16.67% | -33.33% | -9.38% | 40:13 | 32:35 | 36:22 | 39:29 | 41:42 | 51:32 | 05:20 | 03:57 |
 | Satanic | 6 | 10.71% | 97.4 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 31:06 | 19:09 | 28:57 | 30:28 | 36:32 | 36:45 | 07:35 | 05:37 |
 | Abyssal Blade | 30 | 53.57% | 94.9 | 66.67% | +20.52% | +8.33% | -23.81% | -5.18% | 33:04 | 26:24 | 28:55 | 30:28 | 35:07 | 51:41 | 06:12 | 04:35 |
 | Skull Basher | 49 | 87.50% | 92.3 | 61.22% | +32.65% | +22.11% | -19.55% | -11.74% | 25:59 | 19:45 | 24:24 | 25:56 | 27:57 | 34:32 | 03:33 | 02:37 |
 | Vanguard | 29 | 51.79% | 89.7 | 65.52% | +17.37% | +20.19% | -22.66% | -6.93% | 32:48 | 25:57 | 27:49 | 30:22 | 34:00 | 51:41 | 06:11 | 04:34 |
 | Black King Bar | 54 | 96.43% | 87.2 | 59.26% | +59.26% | +12.17% | +2.28% | -4.18% | 22:07 | 17:51 | 20:54 | 21:48 | 23:16 | 27:09 | 02:22 | 01:45 |
 | Blink Dagger | 54 | 96.43% | 84.6 | 59.26% | +59.26% | +19.31% | -20.80% | -6.42% | 19:04 | 13:22 | 16:08 | 17:22 | 22:23 | 33:46 | 06:15 | 04:37 |
 | Phase Boots | 47 | 83.93% | 82.1 | 59.57% | +15.13% | +7.10% | -1.24% | -3.36% | 07:01 | 04:24 | 05:33 | 06:37 | 08:02 | 15:22 | 02:29 | 01:50 |
 | Void Stone | 55 | 98.21% | 79.5 | 58.18% | +58.18% | -8.18% | -22.47% | -4.06% | 11:22 | 07:19 | 09:52 | 10:27 | 13:23 | 15:54 | 03:31 | 02:36 |
 | Battle Fury | 55 | 98.21% | 76.9 | 58.18% | +58.18% | +20.39% | -8.18% | -16.64% | 14:11 | 11:24 | 13:16 | 14:01 | 14:59 | 16:55 | 01:43 | 01:16 |
 | Boots of Speed | 56 | 100.00% | 74.4 | 57.14% | +57.14% | +21.43% | -28.57% | -26.55% | 02:56 | 00:52 | 01:52 | 02:15 | 03:45 | 06:02 | 01:53 | 01:23 |
 | Ring of Health | 56 | 100.00% | 71.8 | 57.14% | +57.14% | +14.29% | -7.14% | -5.08% | 07:04 | 01:54 | 03:59 | 06:25 | 08:12 | 39:46 | 04:13 | 03:07 |
 | Quelling Blade | 56 | 100.00% | 69.2 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | -01:17 | -01:29 | -01:29 | -01:29 | -01:29 | 09:55 | 00:00 | 00:00 |
 | Chainmail | 48 | 85.71% | 66.7 | 58.33% | +8.33% | 0.00% | 0.00% | 0.00% | 05:51 | 02:30 | 04:27 | 05:39 | 07:02 | 15:07 | 02:35 | 01:54 |
 | Morbid Mask | 7 | 12.50% | 64.1 | 85.71% | +32.65% | -35.71% | +14.29% | 0.00% | 24:32 | 08:16 | 18:05 | 28:43 | 29:11 | 34:44 | 11:06 | 08:13 |
 | Eye of Skadi | 4 | 7.14% | 61.5 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 34:58 | 32:06 | 32:06 | 32:15 | 36:08 | 39:21 | 04:02 | 02:59 |
 | Magic Stick | 46 | 82.14% | 59.0 | 56.52% | -3.48% | +1.81% | -1.97% | -3.78% | 01:35 | -01:29 | -01:29 | -01:29 | 02:15 | 16:27 | 03:44 | 02:45 |
 | Magic Wand | 37 | 66.07% | 56.4 | 54.05% | -9.11% | -9.61% | +12.62% | 1.92% | 11:10 | 00:43 | 04:21 | 13:48 | 15:56 | 25:05 | 11:35 | 08:34 |
 | Wind Lace | 25 | 44.64% | 53.8 | 56.00% | -2.06% | +44.00% | -22.67% | -30.54% | 13:29 | 07:53 | 12:55 | 13:46 | 15:06 | 17:06 | 02:11 | 01:37 |
 | Aghanim's Scepter | 3 | 5.36% | 51.3 | 100.00% | +45.28% | 0.00% | 0.00% | 0.00% | 35:26 | 32:25 | 32:25 | 32:56 | 40:58 | 40:58 | 08:33 | 06:20 |
 | Crystalys | 3 | 5.36% | 48.7 | 100.00% | +45.28% | 0.00% | 0.00% | 0.00% | 32:35 | 30:42 | 30:42 | 31:17 | 35:45 | 35:45 | 05:03 | 03:44 |
 | Wraith Band | 16 | 28.57% | 46.2 | 50.00% | -10.00% | +25.00% | +25.00% | 0.00% | 03:20 | 01:30 | 01:48 | 02:29 | 04:46 | 07:06 | 02:58 | 02:11 |
 | Orb of Venom | 11 | 19.64% | 43.6 | 54.55% | -3.23% | +12.12% | +12.12% | 0.00% | 03:25 | -01:29 | 01:29 | 02:13 | 05:36 | 09:45 | 04:07 | 03:02 |
 | Aghanim's Blessing | 2 | 3.57% | 41.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 37:13 | 34:20 | 34:20 | 40:05 | 40:05 | 40:05 | 05:45 | 04:15 |
 | Daedalus | 2 | 3.57% | 38.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 35:32 | 33:32 | 33:32 | 37:31 | 37:31 | 37:31 | 03:59 | 02:57 |
 | Helm of Iron Will | 10 | 17.86% | 35.9 | 50.00% | -8.70% | +16.67% | 0.00% | 0.00% | 37:58 | 29:36 | 32:33 | 33:59 | 42:18 | 54:51 | 09:45 | 07:13 |
 | Nullifier | 10 | 17.86% | 33.3 | 50.00% | -8.70% | +16.67% | 0.00% | 0.00% | 39:08 | 30:31 | 33:24 | 36:39 | 45:09 | 55:06 | 11:45 | 08:42 |
 | Javelin | 5 | 8.93% | 30.8 | 60.00% | +3.14% | -60.00% | -60.00% | 0.00% | 31:36 | 27:54 | 27:54 | 29:18 | 32:40 | 39:11 | 04:46 | 03:31 |
 | Power Treads | 9 | 16.07% | 28.2 | 44.44% | -15.13% | +55.56% | -44.44% | 0.00% | 07:30 | 04:59 | 05:26 | 06:36 | 06:56 | 16:51 | 01:30 | 01:06 |
 | Monkey King Bar | 6 | 10.71% | 25.6 | 50.00% | -8.00% | 0.00% | -50.00% | 0.00% | 39:05 | 28:55 | 30:42 | 30:58 | 39:20 | 1:11:14 | 08:38 | 06:23 |
 | Fluffy Hat | 3 | 5.36% | 23.1 | 66.67% | +10.07% | +33.33% | 0.00% | 0.00% | 08:09 | 06:50 | 06:50 | 07:52 | 09:45 | 09:45 | 02:55 | 02:09 |
 | Orb of Corrosion | 3 | 5.36% | 20.5 | 66.67% | +10.07% | +33.33% | 0.00% | 0.00% | 08:26 | 06:54 | 06:54 | 08:38 | 09:45 | 09:45 | 02:51 | 02:06 |
 | Blight Stone | 3 | 5.36% | 17.9 | 66.67% | +10.07% | +33.33% | 0.00% | 0.00% | 07:58 | 06:18 | 06:18 | 07:52 | 09:45 | 09:45 | 03:27 | 02:33 |
 | Aghanim's Shard | 14 | 25.00% | 15.4 | 28.57% | -38.10% | +46.43% | +4.76% | -13.44% | 29:10 | 17:00 | 28:37 | 30:08 | 31:43 | 35:10 | 03:06 | 02:17 |
 | Boots of Travel | 1 | 1.79% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 3.57% | 10.3 | 50.00% | -7.41% | +50.00% | 0.00% | 0.00% | 50:50 | 49:58 | 49:58 | 51:42 | 51:42 | 51:42 | 01:44 | 01:17 |
 | Linken's Sphere | 5 | 8.93% | 7.7 | 20.00% | -40.78% | -20.00% | -20.00% | 0.00% | 35:45 | 32:18 | 32:18 | 37:02 | 37:06 | 38:05 | 04:48 | 03:33 |
 | Divine Rapier | 1 | 1.79% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 1:10:10 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.79% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |