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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 | |
 | Vanguard | 10 | 20.00% | 100.0 | 80.00% | +37.50% | -13.33% | -30.00% | -1.35% | 38:09 | 28:00 | 31:26 | 35:36 | 43:49 | 50:19 | 12:23 | 09:10 |
 | Sange and Yasha | 36 | 72.00% | 97.6 | 58.33% | +29.76% | +19.45% | -13.89% | -4.40% | 22:32 | 13:33 | 18:26 | 22:24 | 26:01 | 32:55 | 07:35 | 05:37 |
 | Sange | 36 | 72.00% | 95.1 | 58.33% | +29.76% | -2.77% | -13.89% | -1.48% | 21:30 | 13:33 | 17:01 | 21:24 | 24:31 | 32:55 | 07:30 | 05:33 |
 | Wraith Band | 27 | 54.00% | 92.7 | 59.26% | +20.13% | +12.17% | -16.40% | -12.70% | 04:04 | -00:05 | 01:54 | 03:05 | 04:09 | 16:48 | 02:15 | 01:40 |
 | Yasha | 40 | 80.00% | 90.2 | 55.00% | +25.00% | -5.00% | +5.00% | 1.66% | 18:30 | 10:41 | 15:06 | 17:48 | 21:07 | 29:13 | 06:01 | 04:27 |
 | Magic Stick | 49 | 98.00% | 87.8 | 51.02% | +51.02% | -9.35% | +7.31% | 6.89% | 02:01 | -01:29 | -01:29 | 00:56 | 03:54 | 15:26 | 05:23 | 03:59 |
 | Magic Wand | 45 | 90.00% | 85.4 | 51.11% | +11.11% | -5.66% | -5.66% | 0.00% | 06:57 | 00:27 | 03:12 | 05:16 | 09:13 | 18:26 | 06:01 | 04:27 |
 | Abyssal Blade | 8 | 16.00% | 82.9 | 75.00% | +29.76% | -25.00% | -25.00% | 0.00% | 38:03 | 28:13 | 31:53 | 35:46 | 41:14 | 49:51 | 09:21 | 06:55 |
 | Boots of Speed | 50 | 100.00% | 80.5 | 50.00% | +50.00% | -3.85% | +25.00% | 18.82% | 03:35 | 01:11 | 02:31 | 03:33 | 04:03 | 10:42 | 01:32 | 01:08 |
 | Morbid Mask | 14 | 28.00% | 78.0 | 64.29% | +19.85% | -14.29% | +2.38% | 1.90% | 28:19 | 07:06 | 25:21 | 28:22 | 34:08 | 44:19 | 08:47 | 06:30 |
 | Satanic | 10 | 20.00% | 75.6 | 70.00% | +25.00% | -3.33% | -20.00% | -3.10% | 35:40 | 27:41 | 32:21 | 34:31 | 37:44 | 45:30 | 05:23 | 03:59 |
 | Quelling Blade | 49 | 98.00% | 73.2 | 48.98% | -51.02% | +17.69% | -7.31% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Ring of Health | 28 | 56.00% | 70.7 | 53.57% | +8.12% | +17.86% | +17.86% | 0.00% | 16:01 | 02:58 | 07:46 | 11:21 | 14:17 | 50:18 | 06:31 | 04:49 |
 | Skull Basher | 26 | 52.00% | 68.3 | 53.85% | +8.02% | +17.58% | -20.52% | -4.47% | 29:02 | 18:04 | 23:55 | 28:35 | 32:26 | 44:57 | 08:31 | 06:18 |
 | Black King Bar | 44 | 88.00% | 65.9 | 47.73% | -18.94% | +25.00% | -2.28% | -6.08% | 22:20 | 16:55 | 19:47 | 22:38 | 24:16 | 29:55 | 04:29 | 03:19 |
 | Phase Boots | 42 | 84.00% | 63.4 | 47.62% | -14.88% | -20.35% | +12.38% | 15.22% | 07:25 | 03:49 | 05:54 | 06:49 | 08:03 | 15:46 | 02:09 | 01:35 |
 | Chainmail | 42 | 84.00% | 61.0 | 47.62% | -14.88% | -2.17% | -7.62% | -2.48% | 06:26 | 02:31 | 04:46 | 05:58 | 06:58 | 15:21 | 02:12 | 01:37 |
 | Javelin | 25 | 50.00% | 58.5 | 48.00% | -4.00% | +2.00% | +2.00% | 0.00% | 12:45 | 03:20 | 07:51 | 08:56 | 14:19 | 30:19 | 06:28 | 04:47 |
 | Power Treads | 8 | 16.00% | 56.1 | 62.50% | +14.88% | +37.50% | -12.50% | 0.00% | 07:01 | 04:52 | 05:14 | 06:07 | 07:07 | 12:29 | 01:53 | 01:23 |
 | Maelstrom | 19 | 38.00% | 53.7 | 47.37% | -4.24% | -7.37% | -27.37% | -14.12% | 12:24 | 09:50 | 11:35 | 12:23 | 13:00 | 14:41 | 01:25 | 01:02 |
 | Void Stone | 22 | 44.00% | 51.2 | 45.45% | -8.12% | +4.55% | -5.45% | -3.49% | 10:02 | 03:40 | 08:59 | 09:41 | 11:51 | 15:48 | 02:52 | 02:07 |
 | Battle Fury | 22 | 44.00% | 48.8 | 45.45% | -8.12% | +4.55% | +14.55% | 7.69% | 13:47 | 09:24 | 13:21 | 13:55 | 14:39 | 15:55 | 01:18 | 00:57 |
 | Eye of Skadi | 6 | 12.00% | 46.3 | 66.67% | +18.94% | +33.33% | -66.67% | 0.00% | 32:13 | 28:06 | 29:17 | 31:46 | 34:23 | 35:54 | 05:06 | 03:46 |
 | Blink Dagger | 4 | 8.00% | 43.9 | 75.00% | +27.17% | +25.00% | +25.00% | 0.00% | 28:36 | 24:57 | 24:57 | 27:04 | 28:39 | 33:45 | 03:42 | 02:44 |
 | Aghanim's Scepter | 4 | 8.00% | 41.5 | 75.00% | +27.17% | +25.00% | +25.00% | 0.00% | 29:22 | 14:30 | 14:30 | 26:15 | 30:14 | 46:29 | 15:44 | 11:39 |
 | Helm of Iron Will | 2 | 4.00% | 39.0 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 33:25 | 33:11 | 33:11 | 33:38 | 33:38 | 33:38 | 00:27 | 00:20 |
 | Nullifier | 2 | 4.00% | 36.6 | 100.00% | +52.08% | 0.00% | 0.00% | 0.00% | 34:13 | 33:15 | 33:15 | 35:11 | 35:11 | 35:11 | 01:56 | 01:25 |
 | Monkey King Bar | 6 | 12.00% | 34.1 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 30:17 | 19:39 | 29:43 | 30:48 | 32:49 | 35:58 | 03:06 | 02:17 |
 | Aghanim's Blessing | 1 | 2.00% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.00% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.00% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:51 | 03:51 | 03:51 | 03:51 | 03:51 | 03:51 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.00% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |
 | Radiance | 1 | 2.00% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.00% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Manta Style | 1 | 2.00% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.00% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.00% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Wind Lace | 7 | 14.00% | 9.8 | 28.57% | -24.92% | +21.43% | -28.57% | 0.00% | 12:36 | 07:21 | 11:32 | 12:41 | 14:08 | 15:38 | 02:36 | 01:55 |
 | Diffusal Blade | 2 | 4.00% | 7.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 15:13 | 14:04 | 14:04 | 16:22 | 16:22 | 16:22 | 02:18 | 01:42 |
 | Orb of Venom | 1 | 2.00% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 |
 | Bottle | 1 | 2.00% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:13 | 01:13 | 01:13 | 01:13 | 01:13 | 01:13 | 00:00 | 00:00 |