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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 | |
 | Assault Cuirass | 3 | 11.54% | 100.0 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 39:52 | 34:30 | 34:30 | 36:29 | 48:38 | 48:38 | 14:08 | 10:28 |
 | Buckler | 5 | 19.23% | 97.5 | 80.00% | +41.90% | -80.00% | +20.00% | 24.79% | 36:27 | 32:11 | 32:11 | 33:02 | 36:13 | 48:21 | 04:02 | 02:59 |
 | Eye of Skadi | 7 | 26.92% | 95.0 | 71.43% | +34.59% | +28.57% | -21.43% | -8.36% | 30:44 | 26:09 | 26:28 | 31:22 | 32:27 | 36:58 | 05:59 | 04:25 |
 | Power Treads | 26 | 100.00% | 92.5 | 46.15% | +46.15% | +25.28% | -29.48% | -41.59% | 06:17 | 04:53 | 05:19 | 05:50 | 06:38 | 10:27 | 01:19 | 00:58 |
 | Boots of Speed | 26 | 100.00% | 90.0 | 46.15% | +46.15% | -3.29% | -29.48% | -13.55% | 04:23 | 01:34 | 03:17 | 04:13 | 05:13 | 08:39 | 01:56 | 01:25 |
 | Helm of Iron Will | 18 | 69.23% | 87.5 | 50.00% | +12.50% | +10.00% | -25.00% | -19.27% | 08:37 | 03:05 | 07:56 | 08:47 | 09:45 | 11:40 | 01:49 | 01:20 |
 | Armlet of Mordiggian | 18 | 69.23% | 85.0 | 50.00% | +12.50% | +10.00% | -50.00% | -39.13% | 10:39 | 07:36 | 10:10 | 10:40 | 11:42 | 12:07 | 01:32 | 01:08 |
 | Magic Stick | 24 | 92.31% | 82.5 | 45.83% | -4.17% | -12.50% | -29.16% | -16.66% | -00:05 | -01:29 | -01:29 | -01:29 | -01:25 | 11:51 | 00:04 | 00:02 |
 | Quelling Blade | 25 | 96.15% | 80.0 | 44.00% | -56.00% | +6.00% | +39.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Skull Basher | 4 | 15.38% | 77.5 | 75.00% | +34.09% | +25.00% | +25.00% | 0.00% | 36:00 | 32:30 | 32:30 | 34:47 | 38:13 | 38:30 | 05:43 | 04:14 |
 | Ring of Protection | 12 | 46.15% | 75.0 | 50.00% | +7.14% | -16.67% | +16.67% | 3.15% | 10:26 | 00:10 | 00:59 | 03:04 | 11:34 | 33:02 | 10:35 | 07:50 |
 | Abyssal Blade | 2 | 7.69% | 72.5 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 39:45 | 38:43 | 38:43 | 40:46 | 40:46 | 40:46 | 02:03 | 01:31 |
 | Vanguard | 2 | 7.69% | 70.0 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 39:44 | 38:43 | 38:43 | 40:44 | 40:44 | 40:44 | 02:01 | 01:29 |
 | Ring of Health | 2 | 7.69% | 67.5 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 39:43 | 38:42 | 38:42 | 40:44 | 40:44 | 40:44 | 02:02 | 01:30 |
 | Black King Bar | 19 | 73.08% | 65.0 | 42.11% | -15.03% | -22.11% | -42.11% | -6.94% | 22:30 | 17:36 | 18:28 | 20:42 | 21:21 | 43:16 | 02:53 | 02:08 |
 | Magic Wand | 19 | 73.08% | 62.5 | 42.11% | -15.03% | +37.89% | -22.11% | -16.82% | 04:43 | 00:11 | 00:55 | 03:08 | 04:29 | 24:06 | 03:34 | 02:38 |
 | Echo Sabre | 19 | 73.08% | 60.0 | 42.11% | -15.03% | +37.89% | -42.11% | -29.81% | 15:28 | 12:53 | 13:33 | 15:11 | 16:14 | 22:42 | 02:41 | 01:59 |
 | Aghanim's Shard | 16 | 61.54% | 57.5 | 43.75% | -6.25% | +6.25% | -18.75% | -3.63% | 24:45 | 17:34 | 20:58 | 25:48 | 27:51 | 33:09 | 06:53 | 05:05 |
 | Heart of Tarrasque | 7 | 26.92% | 55.0 | 57.14% | +15.03% | -7.14% | +42.86% | 16.22% | 25:24 | 22:19 | 22:34 | 25:11 | 25:39 | 31:52 | 03:05 | 02:17 |
 | Blink Dagger | 12 | 46.15% | 52.5 | 41.67% | -8.33% | +25.00% | -8.34% | -4.67% | 21:40 | 10:38 | 16:07 | 21:48 | 23:15 | 34:03 | 07:08 | 05:17 |
 | Soul Ring | 9 | 34.62% | 50.0 | 44.44% | -2.62% | +5.56% | +5.56% | 0.00% | 04:06 | 00:56 | 02:05 | 03:33 | 04:22 | 12:47 | 02:17 | 01:41 |
 | Sange | 3 | 11.54% | 47.5 | 66.67% | +23.19% | -66.67% | 0.00% | 0.00% | 20:15 | 14:23 | 14:23 | 15:02 | 31:20 | 31:20 | 16:57 | 12:33 |
 | Shadow Blade | 4 | 15.38% | 45.0 | 50.00% | +4.55% | -50.00% | -50.00% | 0.00% | 24:27 | 20:38 | 20:38 | 25:08 | 25:21 | 26:40 | 04:43 | 03:29 |
 | Hand of Midas | 4 | 15.38% | 42.5 | 50.00% | +4.55% | -50.00% | -50.00% | 0.00% | 11:15 | 10:11 | 10:11 | 10:48 | 10:51 | 13:08 | 00:40 | 00:29 |
 | Blight Stone | 1 | 3.85% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.85% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.85% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.85% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.85% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 00:00 | 00:00 |
 | Satanic | 1 | 3.85% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Manta Style | 2 | 7.69% | 25.0 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 26:50 | 26:28 | 26:28 | 27:11 | 27:11 | 27:11 | 00:43 | 00:31 |
 | Heaven's Halberd | 2 | 7.69% | 22.5 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 19:45 | 16:05 | 16:05 | 23:25 | 23:25 | 23:25 | 07:20 | 05:25 |
 | Yasha | 2 | 7.69% | 20.0 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 25:56 | 25:23 | 25:23 | 26:28 | 26:28 | 26:28 | 01:05 | 00:48 |
 | Bracer | 3 | 11.54% | 17.5 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 02:02 | 02:00 | 02:00 | 02:01 | 02:06 | 02:06 | 00:06 | 00:04 |
 | Void Stone | 4 | 15.38% | 15.0 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 33:19 | 24:58 | 24:58 | 30:06 | 30:25 | 47:46 | 05:27 | 04:02 |
 | Orchid Malevolence | 4 | 15.38% | 12.5 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 33:25 | 24:58 | 24:58 | 30:08 | 30:35 | 47:57 | 05:37 | 04:09 |
 | Aghanim's Scepter | 1 | 3.85% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 3.85% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.85% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 3.85% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 00:00 | 00:00 |