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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 | |
 | Hood of Defiance | 14 | 70.00% | 100.0 | 57.14% | +40.47% | +17.86% | -57.14% | -29.03% | 15:16 | 10:18 | 12:45 | 14:08 | 15:20 | 32:38 | 02:35 | 01:54 |
 | Aghanim's Scepter | 18 | 90.00% | 93.3 | 50.00% | +50.00% | +10.00% | -25.00% | -10.19% | 23:47 | 15:07 | 22:17 | 24:21 | 25:43 | 32:17 | 03:26 | 02:32 |
 | Ring of Health | 20 | 100.00% | 86.5 | 45.00% | +45.00% | -5.00% | -25.00% | -9.16% | 05:41 | 02:04 | 02:47 | 03:24 | 04:58 | 31:23 | 02:11 | 01:37 |
 | Boots of Speed | 20 | 100.00% | 86.5 | 45.00% | +45.00% | -5.00% | -5.00% | 0.00% | 06:32 | 01:32 | 04:24 | 07:16 | 08:30 | 11:25 | 04:06 | 03:02 |
 | Quelling Blade | 20 | 100.00% | 86.5 | 45.00% | +45.00% | -5.00% | +15.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:17 | 00:00 | 00:00 |
 | Chainmail | 12 | 60.00% | 81.8 | 50.00% | +12.50% | +16.67% | -16.67% | -8.30% | 11:03 | 07:40 | 08:21 | 10:19 | 12:22 | 15:09 | 04:01 | 02:58 |
 | Phase Boots | 12 | 60.00% | 81.8 | 50.00% | +12.50% | +16.67% | -16.67% | -9.76% | 12:00 | 08:41 | 09:33 | 11:24 | 12:58 | 17:26 | 03:25 | 02:31 |
 | Buckler | 2 | 10.00% | 81.7 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 12:51 | 02:16 | 02:16 | 23:26 | 23:26 | 23:26 | 21:10 | 15:40 |
 | Vanguard | 19 | 95.00% | 79.6 | 42.11% | -57.89% | -2.11% | -22.11% | -7.50% | 07:54 | 05:05 | 05:37 | 06:52 | 08:17 | 16:12 | 02:40 | 01:58 |
 | Magic Wand | 13 | 65.00% | 76.9 | 46.15% | +3.29% | -46.15% | -12.82% | 6.73% | 10:06 | 02:55 | 06:23 | 09:50 | 11:20 | 20:28 | 04:57 | 03:40 |
 | Eternal Shroud | 7 | 35.00% | 76.6 | 57.14% | +18.68% | -7.14% | -7.14% | 0.00% | 28:30 | 16:43 | 21:18 | 28:41 | 32:38 | 39:43 | 11:20 | 08:23 |
 | Magic Stick | 14 | 70.00% | 72.8 | 42.86% | -7.14% | +32.14% | -42.86% | -8.29% | 05:49 | -01:29 | -01:29 | 05:46 | 10:32 | 20:28 | 12:01 | 08:54 |
 | Aghanim's Shard | 8 | 40.00% | 68.7 | 50.00% | +8.33% | 0.00% | 0.00% | 0.00% | 27:35 | 25:02 | 26:11 | 27:03 | 28:14 | 30:15 | 02:03 | 01:31 |
 | Heaven's Halberd | 3 | 15.00% | 55.7 | 66.67% | +25.49% | -66.67% | 0.00% | 0.00% | 25:04 | 23:58 | 23:58 | 24:56 | 26:19 | 26:19 | 02:21 | 01:44 |
 | Sange | 7 | 35.00% | 52.2 | 42.86% | -3.29% | +7.14% | -42.86% | -5.48% | 26:10 | 15:51 | 20:22 | 23:10 | 29:29 | 42:45 | 09:07 | 06:45 |
 | Power Treads | 7 | 35.00% | 52.2 | 42.86% | -3.29% | +7.14% | -42.86% | -16.04% | 11:42 | 06:42 | 09:54 | 12:27 | 13:01 | 13:59 | 03:07 | 02:18 |
 | Ring of Protection | 12 | 60.00% | 51.2 | 33.33% | -29.17% | 0.00% | 0.00% | 0.00% | 02:10 | -01:29 | -01:27 | 02:01 | 03:56 | 07:40 | 05:23 | 03:59 |
 | Void Stone | 4 | 20.00% | 44.3 | 50.00% | +6.25% | +50.00% | -50.00% | -21.74% | 34:57 | 26:47 | 26:47 | 31:16 | 31:23 | 50:23 | 04:36 | 03:24 |
 | Lotus Orb | 4 | 20.00% | 44.3 | 50.00% | +6.25% | +50.00% | -50.00% | -35.50% | 35:27 | 28:36 | 28:36 | 31:23 | 31:25 | 50:23 | 02:49 | 02:05 |
 | Soul Ring | 10 | 50.00% | 40.9 | 30.00% | -30.00% | -30.00% | -30.00% | 0.00% | 05:37 | 02:04 | 03:11 | 05:37 | 07:30 | 10:02 | 04:19 | 03:11 |
 | Blight Stone | 1 | 5.00% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 5.00% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Satanic | 1 | 5.00% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Skull Basher | 1 | 5.00% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.00% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 02:16 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.00% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 25:59 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 5.00% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 00:00 | 00:00 |
 | Black King Bar | 7 | 35.00% | 30.2 | 28.57% | -25.28% | +21.43% | -28.57% | -7.96% | 35:23 | 29:38 | 31:14 | 37:17 | 37:31 | 41:07 | 06:17 | 04:39 |
 | Headdress | 2 | 10.00% | 23.2 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 34:46 | 16:13 | 16:13 | 53:19 | 53:19 | 53:19 | 37:06 | 27:28 |
 | Pipe of Insight | 2 | 10.00% | 23.2 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 35:33 | 17:35 | 17:35 | 53:31 | 53:31 | 53:31 | 35:56 | 26:37 |
 | Bracer | 2 | 10.00% | 23.2 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 05:34 | 02:14 | 02:14 | 08:54 | 08:54 | 08:54 | 06:40 | 04:56 |
 | Sange and Yasha | 1 | 5.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 5.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 00:00 | 00:00 |
 | Yasha | 1 | 5.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 18:10 | 00:00 | 00:00 |
 | Bottle | 1 | 5.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 01:57 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 5.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 5.00% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 00:00 | 00:00 |