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Dota Valkyries
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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 | |
 | Ring of Health | 13 | 76.47% | 100.0 | 53.85% | +53.85% | +12.82% | -20.52% | -2.45% | 21:07 | 07:17 | 12:33 | 19:33 | 26:10 | 36:17 | 13:37 | 10:05 |
 | Pipe of Insight | 6 | 35.29% | 97.0 | 66.67% | +39.40% | -16.67% | +33.33% | 0.00% | 20:07 | 14:55 | 16:16 | 16:50 | 22:41 | 28:08 | 06:25 | 04:45 |
 | Hood of Defiance | 9 | 52.94% | 93.9 | 55.56% | +30.56% | -5.56% | +44.44% | 6.36% | 16:56 | 10:26 | 12:11 | 16:22 | 20:03 | 25:43 | 07:52 | 05:49 |
 | Refresher Orb | 2 | 11.76% | 90.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 46:06 | 34:46 | 34:46 | 57:26 | 57:26 | 57:26 | 22:40 | 16:47 |
 | Headdress | 16 | 94.12% | 87.9 | 43.75% | +43.75% | -18.75% | +31.25% | 13.16% | 14:13 | 10:42 | 11:59 | 12:31 | 15:47 | 22:17 | 03:48 | 02:48 |
 | Blink Dagger | 13 | 76.47% | 84.8 | 46.15% | +21.15% | +20.52% | +20.52% | 0.00% | 26:26 | 12:13 | 18:33 | 26:09 | 28:38 | 41:23 | 10:05 | 07:28 |
 | Force Staff | 7 | 41.18% | 81.8 | 57.14% | +27.14% | -7.14% | -57.14% | -6.54% | 29:16 | 20:35 | 23:52 | 29:34 | 31:31 | 36:17 | 07:39 | 05:40 |
 | Magic Wand | 10 | 58.82% | 78.8 | 50.00% | +21.43% | +16.67% | -50.00% | -18.02% | 14:15 | 10:10 | 11:13 | 12:29 | 14:55 | 22:33 | 03:42 | 02:44 |
 | Boots of Speed | 17 | 100.00% | 75.8 | 41.18% | +41.18% | +8.82% | +8.82% | 0.00% | 03:01 | -01:29 | 01:46 | 02:52 | 04:09 | 06:49 | 02:23 | 01:45 |
 | Guardian Greaves | 8 | 47.06% | 72.7 | 50.00% | +16.67% | +50.00% | -50.00% | -9.88% | 28:11 | 20:44 | 21:37 | 24:33 | 31:44 | 42:06 | 10:07 | 07:29 |
 | Void Stone | 5 | 29.41% | 69.7 | 60.00% | +26.67% | -60.00% | +40.00% | 0.00% | 34:04 | 09:48 | 09:48 | 34:39 | 37:14 | 57:25 | 27:26 | 20:19 |
 | Arcane Boots | 16 | 94.12% | 66.7 | 37.50% | -62.50% | -12.50% | -12.50% | 0.00% | 07:45 | 04:50 | 05:40 | 08:07 | 09:04 | 10:12 | 03:24 | 02:31 |
 | Magic Stick | 16 | 94.12% | 63.6 | 37.50% | -62.50% | -12.50% | +12.50% | 3.34% | 07:13 | 00:32 | 02:54 | 05:10 | 10:23 | 20:57 | 07:29 | 05:32 |
 | Quelling Blade | 12 | 70.59% | 60.6 | 41.67% | +1.67% | -41.67% | -8.34% | 33.33% | 00:04 | -01:29 | -01:29 | -01:22 | 01:27 | 03:07 | 02:56 | 02:10 |
 | Chainmail | 14 | 82.35% | 57.6 | 35.71% | -30.96% | +39.29% | -2.38% | -9.29% | 14:44 | 08:36 | 11:30 | 14:10 | 15:59 | 28:03 | 04:29 | 03:19 |
 | Wind Lace | 3 | 17.65% | 54.5 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 00:38 | -01:29 | -01:29 | -01:29 | 04:53 | 04:53 | 06:22 | 04:42 |
 | Blight Stone | 3 | 17.65% | 51.5 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 22:29 | 17:34 | 17:34 | 21:17 | 28:35 | 28:35 | 11:01 | 08:09 |
 | Medallion of Courage | 3 | 17.65% | 48.5 | 66.67% | +30.96% | +33.33% | 0.00% | 0.00% | 22:59 | 18:54 | 18:54 | 21:17 | 28:46 | 28:46 | 09:52 | 07:18 |
 | Buckler | 12 | 70.59% | 45.5 | 33.33% | -26.67% | +33.34% | -33.33% | -20.83% | 14:55 | 09:37 | 11:59 | 14:10 | 15:11 | 28:11 | 03:12 | 02:22 |
 | Mekansm | 12 | 70.59% | 42.4 | 33.33% | -26.67% | 0.00% | -33.33% | -8.51% | 17:24 | 11:59 | 14:48 | 16:52 | 18:43 | 28:11 | 03:55 | 02:54 |
 | Iron Talon | 8 | 47.06% | 39.4 | 37.50% | -6.94% | +12.50% | -37.50% | -28.57% | 03:33 | -01:22 | 02:35 | 03:57 | 04:20 | 06:03 | 01:45 | 01:17 |
 | Ring of Protection | 9 | 52.94% | 36.4 | 33.33% | -16.67% | -33.33% | +16.67% | 25.00% | 01:06 | -01:29 | -01:29 | -01:15 | 03:29 | 05:47 | 04:58 | 03:40 |
 | Shadow Blade | 1 | 5.88% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 5.88% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 34:22 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.88% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 01:44 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 5.88% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:43 | 07:43 | 07:43 | 07:43 | 07:43 | 07:43 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 5.88% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 22:41 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.88% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.88% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 49:51 | 00:00 | 00:00 |
 | Shiva's Guard | 2 | 11.76% | 12.1 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 38:11 | 32:54 | 32:54 | 43:28 | 43:28 | 43:28 | 10:34 | 07:49 |
 | Sange | 2 | 11.76% | 9.1 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 37:01 | 36:09 | 36:09 | 37:52 | 37:52 | 37:52 | 01:43 | 01:16 |
 | Heaven's Halberd | 2 | 11.76% | 6.1 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 38:28 | 37:01 | 37:01 | 39:54 | 39:54 | 39:54 | 02:53 | 02:08 |
 | Solar Crest | 1 | 5.88% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 00:00 | 00:00 |