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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 | |
 | Mjollnir | 22 | 41.51% | 100.0 | 72.73% | +27.57% | -6.06% | +7.27% | 1.57% | 31:32 | 21:07 | 26:23 | 31:25 | 34:52 | 41:07 | 08:29 | 06:17 |
 | Linken's Sphere | 17 | 32.08% | 97.6 | 70.59% | +20.59% | +4.41% | -45.59% | -9.68% | 29:10 | 22:05 | 25:43 | 29:12 | 30:53 | 36:56 | 05:10 | 03:49 |
 | Maelstrom | 45 | 84.91% | 95.2 | 60.00% | +22.50% | +12.73% | -14.55% | -11.13% | 15:59 | 12:04 | 14:43 | 15:55 | 17:10 | 22:44 | 02:27 | 01:48 |
 | Eye of Skadi | 19 | 35.85% | 92.9 | 68.42% | +18.42% | +31.58% | -28.42% | -6.22% | 34:36 | 25:50 | 29:34 | 31:55 | 39:13 | 48:13 | 09:39 | 07:08 |
 | Javelin | 48 | 90.57% | 90.5 | 58.33% | +18.33% | 0.00% | -8.33% | -2.12% | 14:26 | 07:56 | 11:40 | 12:53 | 15:36 | 45:00 | 03:56 | 02:54 |
 | Boots of Speed | 53 | 100.00% | 88.1 | 56.60% | +56.60% | +12.63% | -2.75% | -6.59% | 05:03 | 01:37 | 03:58 | 04:57 | 06:18 | 07:50 | 02:20 | 01:43 |
 | Power Treads | 53 | 100.00% | 85.7 | 56.60% | +56.60% | +4.94% | +4.94% | 0.00% | 06:56 | 04:21 | 05:33 | 06:20 | 07:18 | 20:32 | 01:45 | 01:17 |
 | Black King Bar | 37 | 69.81% | 83.3 | 59.46% | +9.46% | -3.90% | -26.13% | -6.74% | 23:12 | 18:08 | 21:03 | 22:49 | 24:21 | 31:42 | 03:18 | 02:26 |
 | Quelling Blade | 52 | 98.11% | 81.0 | 55.77% | -44.23% | -9.62% | -1.92% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 01:49 | 00:00 | 00:00 |
 | Void Stone | 20 | 37.74% | 78.6 | 65.00% | +13.48% | +15.00% | -45.00% | -5.00% | 29:03 | 17:34 | 22:02 | 27:12 | 34:02 | 50:12 | 12:00 | 08:53 |
 | Wraith Band | 24 | 45.28% | 76.2 | 62.50% | +10.78% | +4.17% | +4.17% | 0.00% | 02:54 | -01:29 | 01:27 | 02:11 | 02:50 | 13:24 | 01:23 | 01:01 |
 | Magic Stick | 49 | 92.45% | 73.8 | 55.10% | -19.90% | -13.43% | -13.43% | 0.00% | 01:14 | -01:29 | -01:29 | -01:29 | 01:36 | 17:45 | 03:05 | 02:17 |
 | Morbid Mask | 41 | 77.36% | 71.4 | 56.10% | -2.23% | +13.90% | -26.10% | -23.76% | 08:04 | 03:01 | 07:22 | 07:49 | 09:03 | 14:25 | 01:41 | 01:14 |
 | Mask of Madness | 41 | 77.36% | 69.0 | 56.10% | -2.23% | +23.90% | -6.10% | -16.36% | 10:44 | 07:58 | 09:51 | 10:40 | 11:41 | 14:46 | 01:50 | 01:21 |
 | Aghanim's Shard | 31 | 58.49% | 66.7 | 58.06% | +3.51% | +4.44% | -8.06% | -1.41% | 27:33 | 15:39 | 23:08 | 29:01 | 31:59 | 48:14 | 08:51 | 06:33 |
 | Ring of Health | 23 | 43.40% | 64.3 | 60.87% | +7.54% | +5.80% | -27.54% | -2.45% | 25:06 | 02:31 | 20:10 | 26:57 | 33:47 | 50:12 | 13:37 | 10:05 |
 | Refresher Orb | 6 | 11.32% | 61.9 | 83.33% | +30.14% | +16.67% | +16.67% | 0.00% | 41:13 | 36:08 | 36:40 | 40:14 | 43:59 | 50:03 | 07:19 | 05:25 |
 | Magic Wand | 41 | 77.36% | 59.5 | 48.78% | -34.55% | +1.22% | +1.22% | 0.00% | 08:06 | -01:29 | 02:40 | 05:59 | 13:07 | 25:23 | 10:27 | 07:44 |
 | Yasha | 11 | 20.75% | 57.1 | 63.64% | +8.88% | +36.36% | +3.03% | -8.85% | 21:35 | 14:22 | 16:27 | 17:39 | 20:13 | 40:05 | 03:46 | 02:47 |
 | Manta Style | 8 | 15.09% | 54.8 | 62.50% | +6.94% | +37.50% | -62.50% | -30.93% | 22:27 | 18:27 | 18:31 | 21:00 | 21:45 | 33:59 | 03:14 | 02:23 |
 | Orb of Venom | 6 | 11.32% | 52.4 | 66.67% | +11.35% | -16.67% | -66.67% | -10.75% | 03:39 | 00:58 | 01:15 | 01:21 | 05:54 | 10:17 | 04:39 | 03:26 |
 | Nullifier | 2 | 3.77% | 50.0 | 100.00% | +45.10% | 0.00% | 0.00% | 0.00% | 36:51 | 36:23 | 36:23 | 37:18 | 37:18 | 37:18 | 00:55 | 00:40 |
 | Helm of Iron Will | 2 | 3.77% | 47.6 | 100.00% | +45.10% | 0.00% | 0.00% | 0.00% | 36:23 | 35:57 | 35:57 | 36:49 | 36:49 | 36:49 | 00:52 | 00:38 |
 | Diffusal Blade | 3 | 5.66% | 45.2 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 13:57 | 11:09 | 11:09 | 12:55 | 17:47 | 17:47 | 06:38 | 04:54 |
 | Sange | 3 | 5.66% | 42.9 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 29:37 | 27:34 | 27:34 | 27:38 | 33:39 | 33:39 | 06:05 | 04:30 |
 | Aeon Disk | 1 | 1.89% | 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 |
 | Satanic | 1 | 1.89% | 38.1 | 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 |
 | Vanguard | 1 | 1.89% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.89% | 33.3 | 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 | 1.89% | 31.0 | 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 | 1.89% | 28.6 | 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 |
 | Sange and Yasha | 1 | 1.89% | 26.2 | 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 |
 | Hand of Midas | 1 | 1.89% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 13:46 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 3.77% | 21.4 | 50.00% | -6.86% | -50.00% | 0.00% | 0.00% | 22:15 | 13:57 | 13:57 | 30:32 | 30:32 | 30:32 | 16:35 | 12:17 |
 | Fluffy Hat | 2 | 3.77% | 19.0 | 50.00% | -6.86% | -50.00% | 0.00% | 0.00% | 08:15 | 06:05 | 06:05 | 10:25 | 10:25 | 10:25 | 04:20 | 03:12 |
 | Orb of Corrosion | 2 | 3.77% | 16.7 | 50.00% | -6.86% | -50.00% | 0.00% | 0.00% | 12:01 | 11:56 | 11:56 | 12:06 | 12:06 | 12:06 | 00:10 | 00:07 |
 | Blight Stone | 2 | 3.77% | 14.3 | 50.00% | -6.86% | +50.00% | 0.00% | 0.00% | 11:25 | 11:03 | 11:03 | 11:46 | 11:46 | 11:46 | 00:43 | 00:31 |
 | Monkey King Bar | 3 | 5.66% | 11.9 | 33.33% | -24.67% | -33.33% | 0.00% | 0.00% | 34:31 | 28:53 | 28:53 | 29:28 | 45:12 | 45:12 | 16:19 | 12:05 |
 | Wind Lace | 1 | 1.89% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.89% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 00:00 | 00:00 |
 | Bracer | 1 | 1.89% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 05:02 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.89% | 2.4 | 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 |