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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 | 24 | 70.59% | 100.0 | 75.00% | +65.00% | +8.33% | +8.33% | 0.00% | 19:42 | 14:22 | 16:31 | 17:36 | 22:40 | 25:52 | 06:09 | 04:33 |
 | Sange | 19 | 55.88% | 97.4 | 73.68% | +40.35% | +26.32% | -33.68% | -8.49% | 23:49 | 17:06 | 20:02 | 24:36 | 27:06 | 31:41 | 07:04 | 05:14 |
 | Sange and Yasha | 18 | 52.94% | 94.7 | 72.22% | +34.72% | +27.78% | -47.22% | -16.61% | 24:02 | 17:06 | 22:47 | 23:52 | 27:18 | 31:49 | 04:31 | 03:20 |
 | Skull Basher | 25 | 73.53% | 92.1 | 64.00% | +30.67% | +36.00% | -30.67% | -15.39% | 26:17 | 20:32 | 23:07 | 26:04 | 27:27 | 36:42 | 04:20 | 03:12 |
 | Battle Fury | 29 | 85.29% | 89.5 | 62.07% | +42.07% | +37.93% | -33.50% | -28.38% | 14:04 | 11:11 | 12:30 | 13:48 | 15:01 | 18:09 | 02:31 | 01:51 |
 | Void Stone | 29 | 85.29% | 86.8 | 62.07% | +42.07% | +23.64% | -4.93% | -6.88% | 10:15 | 06:27 | 07:49 | 09:26 | 11:58 | 17:45 | 04:09 | 03:04 |
 | Ring of Health | 30 | 88.24% | 84.2 | 60.00% | +35.00% | +2.50% | -17.14% | -3.26% | 09:36 | 03:02 | 06:01 | 07:59 | 12:02 | 32:29 | 06:01 | 04:27 |
 | Magic Wand | 28 | 82.35% | 81.6 | 60.71% | +27.38% | -17.85% | +39.29% | 11.74% | 06:38 | 00:12 | 03:20 | 05:41 | 08:12 | 14:39 | 04:52 | 03:36 |
 | Boots of Speed | 34 | 100.00% | 78.9 | 55.88% | +55.88% | +10.79% | -18.38% | -15.09% | 03:21 | 01:06 | 02:18 | 03:17 | 04:14 | 06:19 | 01:56 | 01:25 |
 | Quelling Blade | 34 | 100.00% | 76.3 | 55.88% | +55.88% | -0.32% | +6.62% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Magic Stick | 30 | 88.24% | 73.7 | 56.67% | +6.67% | +18.33% | +0.47% | -17.86% | -00:21 | -01:29 | -01:29 | -01:29 | 00:45 | 06:15 | 02:14 | 01:39 |
 | Phase Boots | 24 | 70.59% | 71.1 | 58.33% | +8.33% | +25.00% | -8.33% | -14.39% | 07:07 | 04:20 | 04:56 | 06:18 | 07:15 | 15:05 | 02:19 | 01:42 |
 | Chainmail | 24 | 70.59% | 68.4 | 58.33% | +8.33% | +8.34% | -8.33% | -7.75% | 06:07 | 02:50 | 04:11 | 04:39 | 06:20 | 14:42 | 02:09 | 01:35 |
 | Manta Style | 3 | 8.82% | 65.8 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 22:37 | 20:09 | 20:09 | 22:27 | 25:14 | 25:14 | 05:05 | 03:45 |
 | Black King Bar | 24 | 70.59% | 63.2 | 50.00% | -20.00% | 0.00% | -16.67% | -5.18% | 20:26 | 15:33 | 18:15 | 20:18 | 21:28 | 25:03 | 03:13 | 02:22 |
 | Abyssal Blade | 8 | 23.53% | 60.5 | 62.50% | +8.65% | +37.50% | -12.50% | 0.00% | 33:54 | 26:18 | 30:53 | 32:25 | 37:42 | 39:51 | 06:49 | 05:02 |
 | Eye of Skadi | 8 | 23.53% | 57.9 | 62.50% | +8.65% | -12.50% | -12.50% | 0.00% | 30:23 | 23:51 | 27:22 | 29:26 | 30:59 | 36:30 | 03:37 | 02:40 |
 | Vanguard | 8 | 23.53% | 55.3 | 62.50% | +8.65% | +37.50% | -12.50% | 0.00% | 33:30 | 24:43 | 30:39 | 32:25 | 37:10 | 39:51 | 06:31 | 04:49 |
 | Wind Lace | 8 | 23.53% | 52.6 | 62.50% | +8.65% | +37.50% | -12.50% | 0.00% | 15:08 | 12:36 | 13:26 | 14:07 | 15:56 | 19:51 | 02:30 | 01:51 |
 | Morbid Mask | 11 | 32.35% | 50.0 | 54.55% | -1.97% | +12.12% | +12.12% | 0.00% | 29:22 | 17:50 | 20:40 | 32:35 | 33:49 | 43:01 | 13:09 | 09:44 |
 | Blink Dagger | 4 | 11.76% | 47.4 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 34:51 | 31:50 | 31:50 | 32:52 | 34:57 | 39:44 | 03:07 | 02:18 |
 | Swift Blink | 2 | 5.88% | 44.7 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 37:12 | 35:30 | 35:30 | 38:54 | 38:54 | 38:54 | 03:24 | 02:31 |
 | Power Treads | 10 | 29.41% | 42.1 | 50.00% | -8.33% | +16.67% | 0.00% | -7.52% | 06:06 | 04:41 | 05:05 | 05:41 | 07:18 | 07:52 | 02:13 | 01:38 |
 | Wraith Band | 6 | 17.65% | 39.5 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | 01:53 | 01:12 | 01:35 | 01:52 | 01:56 | 02:47 | 00:21 | 00:15 |
 | Fluffy Hat | 6 | 17.65% | 36.8 | 50.00% | -7.14% | -50.00% | -50.00% | 0.00% | 05:43 | 01:59 | 02:57 | 05:55 | 07:49 | 08:06 | 04:52 | 03:36 |
 | Orb of Corrosion | 3 | 8.82% | 34.2 | 66.67% | +11.83% | -66.67% | 0.00% | 0.00% | 06:02 | 02:07 | 02:07 | 07:50 | 08:10 | 08:10 | 06:03 | 04:28 |
 | Blight Stone | 3 | 8.82% | 31.6 | 66.67% | +11.83% | -66.67% | 0.00% | 0.00% | 05:25 | 01:36 | 01:36 | 06:51 | 07:49 | 07:49 | 06:13 | 04:36 |
 | Orb of Venom | 4 | 11.76% | 28.9 | 50.00% | -6.67% | -50.00% | +50.00% | 0.00% | 05:24 | 01:36 | 01:36 | 05:11 | 06:59 | 07:49 | 05:23 | 03:59 |
 | Butterfly | 1 | 2.94% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.94% | 23.7 | 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 |
 | Mjollnir | 1 | 2.94% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.94% | 18.4 | 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 |
 | Satanic | 6 | 17.65% | 15.8 | 33.33% | -27.38% | +16.67% | -33.33% | 0.00% | 30:50 | 23:40 | 24:07 | 32:09 | 34:57 | 37:11 | 10:50 | 08:01 |
 | Javelin | 7 | 20.59% | 13.2 | 28.57% | -34.39% | -28.57% | +71.43% | 0.00% | 17:22 | 06:59 | 09:36 | 10:12 | 21:38 | 35:06 | 12:02 | 08:54 |
 | Monkey King Bar | 3 | 8.82% | 10.5 | 33.33% | -24.73% | -33.33% | 0.00% | 0.00% | 31:50 | 25:40 | 25:40 | 33:06 | 36:44 | 36:44 | 11:04 | 08:11 |
 | Falcon Blade | 3 | 8.82% | 7.9 | 33.33% | -24.73% | -33.33% | 0.00% | 0.00% | 06:36 | 03:26 | 03:26 | 07:51 | 08:31 | 08:31 | 05:05 | 03:45 |
 | Maelstrom | 5 | 14.71% | 5.3 | 20.00% | -42.07% | -20.00% | +80.00% | 0.00% | 15:22 | 10:33 | 10:33 | 12:48 | 14:13 | 28:24 | 03:40 | 02:42 |
 | Aghanim's Scepter | 1 | 2.94% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 28:32 | 00:00 | 00:00 |