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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 | |
 | Maelstrom | 26 | 86.67% | 100.0 | 57.69% | +32.69% | +13.74% | -24.36% | -18.29% | 15:36 | 12:04 | 14:39 | 15:49 | 16:44 | 18:56 | 02:05 | 01:32 |
 | Magic Stick | 29 | 96.67% | 97.3 | 55.17% | +55.17% | +1.97% | -26.60% | -11.58% | 01:44 | -01:29 | -01:29 | -01:29 | 03:57 | 17:45 | 05:26 | 04:01 |
 | Mjollnir | 12 | 40.00% | 94.6 | 66.67% | +22.23% | +33.33% | 0.00% | -3.93% | 30:25 | 21:07 | 25:47 | 30:39 | 34:16 | 40:37 | 08:29 | 06:17 |
 | Javelin | 27 | 90.00% | 91.9 | 55.56% | +22.23% | +15.87% | -12.70% | -8.40% | 13:35 | 07:56 | 11:42 | 12:43 | 15:06 | 20:51 | 03:24 | 02:31 |
 | Mask of Madness | 25 | 83.33% | 89.2 | 56.00% | +16.00% | +27.33% | -6.00% | -30.30% | 10:20 | 07:58 | 09:47 | 10:22 | 10:53 | 12:39 | 01:06 | 00:48 |
 | Morbid Mask | 25 | 83.33% | 86.5 | 56.00% | +16.00% | +27.33% | -22.67% | -31.58% | 07:55 | 05:13 | 07:15 | 07:47 | 08:50 | 11:47 | 01:35 | 01:10 |
 | Boots of Speed | 30 | 100.00% | 83.8 | 53.33% | +53.33% | +9.17% | +3.81% | -2.80% | 04:58 | 02:22 | 04:02 | 04:54 | 05:57 | 07:50 | 01:55 | 01:25 |
 | Power Treads | 30 | 100.00% | 81.1 | 53.33% | +53.33% | +9.17% | +18.10% | 4.92% | 06:21 | 04:21 | 05:18 | 06:00 | 07:07 | 09:55 | 01:49 | 01:20 |
 | Aghanim's Shard | 21 | 70.00% | 78.4 | 57.14% | +12.70% | +2.86% | +2.86% | 0.00% | 26:00 | 15:39 | 18:10 | 25:27 | 32:11 | 38:25 | 14:01 | 10:22 |
 | Quelling Blade | 29 | 96.67% | 75.7 | 51.72% | -48.28% | +5.42% | -23.15% | -28.57% | -01:11 | -01:29 | -01:29 | -01:29 | -01:28 | 01:49 | 00:01 | 00:00 |
 | Black King Bar | 22 | 73.33% | 73.0 | 54.55% | +4.55% | +12.12% | -34.55% | -15.22% | 22:38 | 18:08 | 21:03 | 22:22 | 24:07 | 27:19 | 03:04 | 02:16 |
 | Wraith Band | 14 | 46.67% | 70.3 | 57.14% | +7.14% | +17.86% | +9.53% | -6.94% | 02:04 | -01:29 | 01:24 | 01:44 | 02:36 | 10:27 | 01:12 | 00:53 |
 | Eye of Skadi | 12 | 40.00% | 67.6 | 58.33% | +8.33% | +8.34% | -25.00% | -2.89% | 35:43 | 25:50 | 30:08 | 32:17 | 41:39 | 46:05 | 11:31 | 08:31 |
 | Void Stone | 10 | 33.33% | 64.9 | 60.00% | +10.00% | +40.00% | -60.00% | -9.20% | 32:12 | 23:59 | 25:47 | 29:26 | 36:39 | 50:12 | 10:52 | 08:02 |
 | Linken's Sphere | 8 | 26.67% | 62.2 | 62.50% | +12.50% | +37.50% | -62.50% | -24.69% | 30:17 | 25:43 | 26:50 | 29:12 | 30:53 | 36:56 | 04:03 | 03:00 |
 | Ring of Health | 11 | 36.67% | 59.5 | 54.55% | +1.92% | +12.12% | -21.22% | -3.39% | 27:20 | 02:37 | 24:49 | 29:08 | 34:39 | 50:12 | 09:50 | 07:17 |
 | Magic Wand | 24 | 80.00% | 56.8 | 41.67% | -58.33% | -25.00% | -8.34% | 1.95% | 07:42 | -01:29 | 03:06 | 05:41 | 11:38 | 19:11 | 08:32 | 06:19 |
 | Refresher Orb | 4 | 13.33% | 54.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 42:44 | 36:40 | 36:40 | 40:14 | 43:59 | 50:03 | 07:19 | 05:25 |
 | Yasha | 6 | 20.00% | 51.4 | 50.00% | -4.17% | +50.00% | +50.00% | 0.00% | 21:27 | 15:36 | 16:45 | 17:16 | 28:31 | 31:46 | 11:46 | 08:42 |
 | Manta Style | 4 | 13.33% | 48.6 | 50.00% | -3.85% | +50.00% | -50.00% | 0.00% | 23:55 | 19:27 | 19:27 | 21:00 | 21:12 | 33:59 | 01:45 | 01:17 |
 | Nullifier | 1 | 3.33% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Sange | 1 | 3.33% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.33% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 41:54 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 36:49 | 00:00 | 00:00 |
 | Satanic | 1 | 3.33% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 33:18 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.33% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 3.33% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Headdress | 1 | 3.33% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.33% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 6.67% | 21.6 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 22:15 | 13:57 | 13:57 | 30:32 | 30:32 | 30:32 | 16:35 | 12:17 |
 | Orb of Venom | 2 | 6.67% | 18.9 | 50.00% | -3.57% | +50.00% | 0.00% | 0.00% | 08:06 | 05:54 | 05:54 | 10:17 | 10:17 | 10:17 | 04:23 | 03:14 |
 | Blight Stone | 2 | 6.67% | 16.2 | 50.00% | -3.57% | +50.00% | 0.00% | 0.00% | 11:25 | 11:03 | 11:03 | 11:46 | 11:46 | 11:46 | 00:43 | 00:31 |
 | Orb of Corrosion | 2 | 6.67% | 13.5 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 12:01 | 11:56 | 11:56 | 12:06 | 12:06 | 12:06 | 00:10 | 00:07 |
 | Fluffy Hat | 2 | 6.67% | 10.8 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 08:15 | 06:05 | 06:05 | 10:25 | 10:25 | 10:25 | 04:20 | 03:12 |
 | Butterfly | 1 | 3.33% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 3.33% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:55 | 12:55 | 12:55 | 12:55 | 12:55 | 12:55 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.33% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 28:53 | 00:00 | 00:00 |