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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 | |
 | Yasha | 35 | 68.63% | 100.0 | 74.29% | +55.54% | +14.60% | +3.49% | -1.79% | 19:09 | 14:22 | 16:07 | 17:30 | 22:19 | 25:52 | 06:12 | 04:35 |
 | Sange | 28 | 54.90% | 97.4 | 75.00% | +40.22% | +10.71% | -17.86% | -4.76% | 22:54 | 16:50 | 19:04 | 22:58 | 25:04 | 31:41 | 06:00 | 04:26 |
 | Sange and Yasha | 25 | 49.02% | 94.9 | 72.00% | +29.69% | +28.00% | -22.00% | -8.26% | 23:06 | 17:06 | 19:04 | 23:32 | 25:07 | 31:49 | 06:03 | 04:28 |
 | Swift Blink | 5 | 9.80% | 92.3 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 40:31 | 35:30 | 35:30 | 38:54 | 39:54 | 51:38 | 04:24 | 03:15 |
 | Manta Style | 5 | 9.80% | 89.7 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 24:07 | 19:43 | 19:43 | 22:27 | 25:14 | 33:04 | 05:31 | 04:05 |
 | Eye of Skadi | 14 | 27.45% | 87.2 | 78.57% | +29.92% | -3.57% | +21.43% | 4.04% | 31:09 | 23:51 | 29:01 | 29:55 | 35:12 | 36:41 | 06:11 | 04:34 |
 | Battle Fury | 40 | 78.43% | 84.6 | 65.00% | +37.73% | +25.00% | -35.00% | -30.00% | 13:52 | 11:11 | 12:47 | 13:30 | 14:47 | 18:09 | 02:00 | 01:28 |
 | Void Stone | 40 | 78.43% | 82.1 | 65.00% | +37.73% | +15.00% | +5.00% | -2.97% | 10:01 | 06:23 | 08:18 | 09:15 | 11:40 | 17:45 | 03:22 | 02:29 |
 | Magic Wand | 43 | 84.31% | 79.5 | 62.79% | +37.79% | -17.34% | +28.12% | 7.82% | 06:37 | -00:11 | 02:47 | 05:30 | 08:36 | 18:54 | 05:49 | 04:18 |
 | Skull Basher | 34 | 66.67% | 76.9 | 64.71% | +23.53% | +35.29% | -39.71% | -15.68% | 26:54 | 20:32 | 23:45 | 26:30 | 28:32 | 36:42 | 04:47 | 03:32 |
 | Ring of Health | 42 | 82.35% | 74.4 | 61.90% | +28.57% | +1.74% | -21.90% | -4.08% | 10:05 | 03:02 | 06:19 | 07:42 | 12:07 | 44:40 | 05:48 | 04:17 |
 | Magic Stick | 45 | 88.24% | 71.8 | 60.00% | +26.67% | +3.64% | -14.55% | -18.19% | 00:05 | -01:29 | -01:29 | -01:29 | 00:50 | 16:16 | 02:19 | 01:42 |
 | Phase Boots | 32 | 62.75% | 69.2 | 62.50% | +15.13% | +25.00% | -25.00% | -24.79% | 06:50 | 04:00 | 05:04 | 06:16 | 07:05 | 15:05 | 02:01 | 01:29 |
 | Chainmail | 32 | 62.75% | 66.7 | 62.50% | +15.13% | +12.50% | -12.50% | -12.82% | 05:51 | 02:50 | 04:11 | 04:39 | 06:08 | 14:42 | 01:57 | 01:26 |
 | Boots of Speed | 51 | 100.00% | 64.1 | 56.86% | +56.86% | +12.37% | -26.09% | -21.37% | 03:28 | 01:06 | 02:27 | 03:17 | 04:15 | 06:56 | 01:48 | 01:20 |
 | Quelling Blade | 51 | 100.00% | 61.5 | 56.86% | +56.86% | +4.68% | +4.68% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Morbid Mask | 19 | 37.25% | 59.0 | 63.16% | +10.03% | -23.16% | -3.16% | 1.77% | 29:09 | 17:50 | 22:07 | 30:56 | 33:24 | 43:01 | 11:17 | 08:21 |
 | Black King Bar | 40 | 78.43% | 56.4 | 55.00% | -8.64% | +5.00% | +5.00% | 0.00% | 21:06 | 15:33 | 19:15 | 20:37 | 22:29 | 29:16 | 03:14 | 02:23 |
 | Vanguard | 13 | 25.49% | 53.8 | 61.54% | +6.28% | +38.46% | -61.54% | 0.00% | 35:51 | 24:43 | 30:39 | 32:29 | 39:38 | 54:28 | 08:59 | 06:39 |
 | Abyssal Blade | 13 | 25.49% | 51.3 | 61.54% | +6.28% | +38.46% | -61.54% | 0.00% | 36:19 | 26:18 | 30:55 | 33:09 | 39:48 | 54:33 | 08:53 | 06:34 |
 | Blink Dagger | 9 | 17.65% | 48.7 | 66.67% | +11.91% | -16.67% | -16.67% | 0.00% | 38:22 | 31:50 | 32:27 | 36:18 | 39:44 | 51:22 | 07:17 | 05:23 |
 | Satanic | 14 | 27.45% | 46.2 | 57.14% | +0.38% | -7.14% | -23.81% | -2.14% | 31:22 | 23:40 | 27:10 | 32:09 | 34:57 | 37:12 | 07:47 | 05:45 |
 | Wind Lace | 12 | 23.53% | 43.6 | 58.33% | +1.92% | +8.34% | +8.34% | 0.00% | 14:34 | 09:52 | 13:26 | 14:07 | 15:01 | 19:51 | 01:35 | 01:10 |
 | Power Treads | 18 | 35.29% | 41.0 | 50.00% | -10.61% | +30.00% | 0.00% | -24.00% | 06:00 | 04:38 | 05:09 | 05:54 | 06:24 | 07:52 | 01:15 | 00:55 |
 | Fluffy Hat | 11 | 21.57% | 38.5 | 45.45% | -14.55% | -45.45% | +21.22% | 0.00% | 05:56 | 01:59 | 02:57 | 07:02 | 07:37 | 09:07 | 04:40 | 03:27 |
 | Butterfly | 3 | 5.88% | 35.9 | 66.67% | +10.42% | -66.67% | 0.00% | 0.00% | 41:42 | 26:23 | 26:23 | 47:49 | 50:53 | 50:53 | 24:30 | 18:08 |
 | Blight Stone | 3 | 5.88% | 33.3 | 66.67% | +10.42% | -66.67% | 0.00% | 0.00% | 05:25 | 01:36 | 01:36 | 06:51 | 07:49 | 07:49 | 06:13 | 04:36 |
 | Mjollnir | 3 | 5.88% | 30.8 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 37:46 | 31:34 | 31:34 | 32:35 | 49:08 | 49:08 | 17:34 | 13:00 |
 | Orb of Corrosion | 3 | 5.88% | 28.2 | 66.67% | +10.42% | -66.67% | 0.00% | 0.00% | 06:02 | 02:07 | 02:07 | 07:50 | 08:10 | 08:10 | 06:03 | 04:28 |
 | Wraith Band | 7 | 13.73% | 25.6 | 42.86% | -16.23% | -42.86% | +7.14% | 0.00% | 01:50 | 01:12 | 01:34 | 01:52 | 01:53 | 02:47 | 00:19 | 00:14 |
 | Javelin | 13 | 25.49% | 23.1 | 30.77% | -35.02% | +2.56% | +35.90% | 0.00% | 15:57 | 06:59 | 09:18 | 10:12 | 21:38 | 35:06 | 12:20 | 09:08 |
 | Falcon Blade | 8 | 15.69% | 20.5 | 37.50% | -22.97% | -37.50% | +12.50% | 0.00% | 07:18 | 03:26 | 05:45 | 07:34 | 08:31 | 09:33 | 02:46 | 02:02 |
 | Orb of Venom | 4 | 7.84% | 17.9 | 50.00% | -7.45% | -50.00% | +50.00% | 0.00% | 05:24 | 01:36 | 01:36 | 05:11 | 06:59 | 07:49 | 05:23 | 03:59 |
 | Diffusal Blade | 1 | 1.96% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:54 | 13:54 | 13:54 | 13:54 | 13:54 | 13:54 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.96% | 12.8 | 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 | 1.96% | 10.3 | 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 |
 | Maelstrom | 10 | 19.61% | 7.7 | 30.00% | -33.41% | -30.00% | +70.00% | 0.00% | 14:57 | 10:33 | 12:48 | 14:13 | 15:08 | 28:24 | 02:20 | 01:43 |
 | Monkey King Bar | 6 | 11.76% | 5.1 | 33.33% | -26.67% | -33.33% | +66.67% | 0.00% | 34:12 | 25:40 | 33:06 | 35:13 | 36:44 | 38:21 | 03:38 | 02:41 |
 | Aghanim's Scepter | 2 | 3.92% | 2.6 | 0.00% | -59.18% | 0.00% | 0.00% | 0.00% | 27:42 | 26:52 | 26:52 | 28:32 | 28:32 | 28:32 | 01:40 | 01:14 |