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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 | 8 | 20.51% | 100.0 | 87.50% | +42.34% | -37.50% | +12.50% | 0.00% | 31:40 | 23:51 | 27:13 | 29:55 | 36:30 | 36:41 | 09:17 | 06:52 |
 | Yasha | 26 | 66.67% | 97.4 | 69.23% | +46.15% | +16.48% | +14.10% | -0.40% | 18:42 | 14:22 | 16:03 | 17:07 | 22:02 | 25:28 | 05:59 | 04:25 |
 | Sange | 21 | 53.85% | 94.7 | 71.43% | +38.10% | +8.57% | -11.43% | -2.86% | 22:13 | 16:50 | 17:47 | 21:38 | 24:46 | 28:55 | 06:59 | 05:10 |
 | Morbid Mask | 17 | 43.59% | 92.1 | 70.59% | +29.68% | -20.59% | +4.41% | 2.05% | 28:17 | 17:50 | 20:40 | 28:23 | 32:50 | 43:01 | 12:10 | 09:00 |
 | Swift Blink | 4 | 10.26% | 89.5 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 41:46 | 36:38 | 36:38 | 38:54 | 39:54 | 51:38 | 03:16 | 02:25 |
 | Manta Style | 4 | 10.26% | 86.8 | 100.00% | +51.43% | 0.00% | 0.00% | 0.00% | 25:07 | 19:43 | 19:43 | 22:27 | 25:14 | 33:04 | 05:31 | 04:05 |
 | Battle Fury | 31 | 79.49% | 84.2 | 61.29% | +36.29% | +26.21% | -36.29% | -34.40% | 13:55 | 12:06 | 12:47 | 13:36 | 14:36 | 18:09 | 01:49 | 01:20 |
 | Void Stone | 31 | 79.49% | 81.6 | 61.29% | +36.29% | +13.71% | +1.21% | -6.15% | 09:56 | 06:23 | 08:20 | 08:58 | 10:22 | 17:45 | 02:02 | 01:30 |
 | Magic Wand | 33 | 84.62% | 78.9 | 60.61% | +43.94% | -10.61% | +39.39% | 6.33% | 06:45 | -00:11 | 01:58 | 04:55 | 09:52 | 18:54 | 07:54 | 05:51 |
 | Sange and Yasha | 18 | 46.15% | 76.3 | 66.67% | +23.81% | +33.33% | -16.67% | -7.81% | 22:15 | 17:06 | 18:22 | 22:05 | 24:46 | 28:32 | 06:24 | 04:44 |
 | Magic Stick | 34 | 87.18% | 73.7 | 58.82% | +38.82% | +30.07% | -21.32% | -51.39% | 00:19 | -01:29 | -01:29 | -01:29 | 00:57 | 16:16 | 02:26 | 01:48 |
 | Chainmail | 24 | 61.54% | 71.1 | 62.50% | +22.50% | +20.83% | -12.50% | -16.00% | 05:51 | 03:34 | 04:03 | 04:44 | 06:08 | 14:42 | 02:05 | 01:32 |
 | Phase Boots | 24 | 61.54% | 68.4 | 62.50% | +22.50% | +20.83% | -29.17% | -23.26% | 06:44 | 04:00 | 04:56 | 06:06 | 07:05 | 15:05 | 02:09 | 01:35 |
 | Ring of Health | 33 | 84.62% | 65.8 | 57.58% | +24.25% | -7.58% | -20.08% | -2.19% | 11:09 | 03:02 | 06:50 | 08:37 | 12:33 | 44:40 | 05:43 | 04:14 |
 | Skull Basher | 25 | 64.10% | 63.2 | 60.00% | +17.14% | +23.33% | -43.33% | -20.30% | 27:36 | 20:32 | 25:15 | 26:54 | 28:32 | 36:42 | 03:17 | 02:25 |
 | Boots of Speed | 39 | 100.00% | 60.5 | 53.85% | +53.85% | +16.15% | -33.85% | -28.04% | 03:31 | 01:06 | 02:28 | 03:21 | 04:15 | 06:56 | 01:47 | 01:19 |
 | Quelling Blade | 39 | 100.00% | 57.9 | 53.85% | +53.85% | +26.15% | -13.85% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Black King Bar | 31 | 79.49% | 55.3 | 54.84% | +4.84% | +7.66% | +7.66% | 0.00% | 21:20 | 15:33 | 19:23 | 20:53 | 22:51 | 29:16 | 03:28 | 02:34 |
 | Satanic | 13 | 33.33% | 52.6 | 61.54% | +11.54% | -28.21% | +5.13% | 3.88% | 30:55 | 23:40 | 25:49 | 32:09 | 34:24 | 37:12 | 08:35 | 06:21 |
 | Vanguard | 13 | 33.33% | 50.0 | 61.54% | +11.54% | +38.46% | -61.54% | -11.13% | 35:51 | 24:43 | 30:39 | 32:29 | 39:38 | 54:28 | 08:59 | 06:39 |
 | Abyssal Blade | 13 | 33.33% | 47.4 | 61.54% | +11.54% | +38.46% | -61.54% | -11.26% | 36:19 | 26:18 | 30:55 | 33:09 | 39:48 | 54:33 | 08:53 | 06:34 |
 | Blink Dagger | 8 | 20.51% | 44.7 | 62.50% | +10.89% | -62.50% | -12.50% | 0.00% | 39:11 | 32:27 | 32:52 | 36:18 | 39:44 | 51:22 | 06:52 | 05:05 |
 | Power Treads | 14 | 35.90% | 42.1 | 42.86% | -17.14% | +57.14% | -42.86% | -89.55% | 05:57 | 04:38 | 05:16 | 05:54 | 06:23 | 07:45 | 01:07 | 00:49 |
 | Wind Lace | 9 | 23.08% | 39.5 | 44.44% | -12.23% | -44.44% | +5.56% | 0.00% | 14:57 | 09:52 | 13:53 | 14:44 | 15:56 | 19:51 | 02:03 | 01:31 |
 | Javelin | 10 | 25.64% | 36.8 | 40.00% | -18.62% | -6.67% | +10.00% | 0.00% | 16:51 | 09:02 | 09:30 | 10:06 | 28:00 | 35:06 | 18:30 | 13:42 |
 | Mjollnir | 3 | 7.69% | 34.2 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 37:46 | 31:34 | 31:34 | 32:35 | 49:08 | 49:08 | 17:34 | 13:00 |
 | Butterfly | 3 | 7.69% | 31.6 | 66.67% | +13.89% | -66.67% | 0.00% | 0.00% | 41:42 | 26:23 | 26:23 | 47:49 | 50:53 | 50:53 | 24:30 | 18:08 |
 | Wraith Band | 7 | 17.95% | 28.9 | 42.86% | -13.39% | -42.86% | +7.14% | 0.00% | 01:50 | 01:12 | 01:34 | 01:52 | 01:53 | 02:47 | 00:19 | 00:14 |
 | Fluffy Hat | 7 | 17.95% | 26.3 | 42.86% | -13.39% | -42.86% | +7.14% | 0.00% | 05:56 | 02:42 | 02:57 | 07:02 | 07:31 | 09:07 | 04:34 | 03:22 |
 | Maelstrom | 8 | 20.51% | 23.7 | 37.50% | -20.56% | -37.50% | +62.50% | 0.00% | 15:33 | 10:33 | 12:48 | 14:16 | 15:08 | 28:24 | 02:20 | 01:43 |
 | Linken's Sphere | 1 | 2.56% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.56% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.56% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:51 | 06:51 | 06:51 | 06:51 | 06:51 | 06:51 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 2.56% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:10 | 08:10 | 08:10 | 08:10 | 08:10 | 08:10 | 00:00 | 00:00 |
 | Monkey King Bar | 5 | 12.82% | 10.5 | 40.00% | -15.88% | -40.00% | +60.00% | 0.00% | 35:54 | 33:06 | 33:06 | 36:06 | 36:44 | 38:21 | 03:38 | 02:41 |
 | Falcon Blade | 6 | 15.38% | 7.9 | 33.33% | -24.25% | -33.33% | +66.67% | 0.00% | 07:00 | 03:26 | 05:45 | 07:06 | 08:38 | 09:33 | 02:53 | 02:08 |
 | Orb of Venom | 2 | 5.13% | 5.3 | 50.00% | -4.05% | +50.00% | 0.00% | 0.00% | 06:05 | 05:11 | 05:11 | 06:59 | 06:59 | 06:59 | 01:48 | 01:20 |
 | Aghanim's Scepter | 1 | 2.56% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |