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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 | |
 | Fluffy Hat | 13 | 36.11% | 100.0 | 76.92% | +33.44% | -10.25% | +23.08% | 2.16% | 20:57 | 11:46 | 13:00 | 16:31 | 28:24 | 34:45 | 15:24 | 11:24 |
 | Magic Wand | 25 | 69.44% | 97.1 | 68.00% | +40.73% | -1.33% | -1.33% | 0.00% | 12:16 | 03:29 | 08:47 | 12:37 | 13:57 | 22:58 | 05:10 | 03:49 |
 | Force Staff | 10 | 27.78% | 94.1 | 80.00% | +33.85% | -13.33% | +20.00% | 2.92% | 28:45 | 20:10 | 22:16 | 27:04 | 33:41 | 44:58 | 11:25 | 08:27 |
 | Magic Stick | 33 | 91.67% | 91.2 | 57.58% | +24.25% | -20.08% | +4.92% | 3.23% | 04:22 | -01:29 | -01:29 | 03:05 | 09:13 | 22:57 | 10:42 | 07:55 |
 | Boots of Speed | 36 | 100.00% | 88.2 | 55.56% | +55.56% | -22.23% | 0.00% | 5.05% | 07:29 | -01:29 | 05:04 | 07:35 | 09:28 | 13:37 | 04:24 | 03:15 |
 | Void Stone | 10 | 27.78% | 85.3 | 70.00% | +20.00% | -3.33% | -20.00% | -1.64% | 24:30 | 16:24 | 18:31 | 24:15 | 28:40 | 39:15 | 10:09 | 07:31 |
 | Wind Lace | 28 | 77.78% | 82.4 | 53.57% | -8.93% | +32.14% | +3.57% | -3.10% | 11:43 | -01:29 | 06:46 | 09:37 | 15:59 | 34:39 | 09:13 | 06:49 |
 | Crown | 17 | 47.22% | 79.4 | 58.82% | +6.19% | -8.82% | -8.82% | 0.00% | 18:49 | 09:56 | 13:11 | 17:56 | 22:42 | 36:44 | 09:31 | 07:02 |
 | Headdress | 3 | 8.33% | 76.5 | 100.00% | +48.48% | 0.00% | 0.00% | 0.00% | 26:31 | 23:37 | 23:37 | 26:34 | 29:23 | 29:23 | 05:46 | 04:16 |
 | Ring of Basilius | 15 | 41.67% | 73.5 | 60.00% | +7.62% | +15.00% | +15.00% | 0.00% | 07:02 | 02:45 | 03:31 | 06:04 | 07:39 | 15:08 | 04:08 | 03:03 |
 | Aether Lens | 9 | 25.00% | 70.6 | 66.67% | +14.82% | -16.67% | -16.67% | 0.00% | 24:44 | 16:51 | 19:09 | 24:40 | 29:02 | 31:20 | 09:53 | 07:19 |
 | Tranquil Boots | 23 | 63.89% | 67.6 | 52.17% | -9.37% | -18.84% | +14.50% | 7.81% | 12:41 | 08:24 | 09:44 | 12:19 | 14:00 | 19:50 | 04:16 | 03:09 |
 | Chainmail | 15 | 41.67% | 64.7 | 53.33% | -3.81% | -28.33% | +21.67% | 5.87% | 19:53 | 10:47 | 15:06 | 16:57 | 23:37 | 36:44 | 08:31 | 06:18 |
 | Ring of Health | 6 | 16.67% | 61.8 | 66.67% | +13.34% | -16.67% | -66.67% | 0.00% | 27:54 | 12:17 | 18:58 | 24:04 | 39:15 | 40:25 | 20:17 | 15:01 |
 | Veil of Discord | 6 | 16.67% | 58.8 | 66.67% | +13.34% | -16.67% | +33.33% | 0.00% | 15:52 | 11:41 | 13:02 | 15:59 | 16:20 | 21:54 | 03:18 | 02:26 |
 | Ghost Scepter | 6 | 16.67% | 55.9 | 66.67% | +13.34% | -16.67% | +33.33% | 0.00% | 31:15 | 24:02 | 27:47 | 28:20 | 34:49 | 38:00 | 07:02 | 05:12 |
 | Arcane Boots | 4 | 11.11% | 52.9 | 75.00% | +21.87% | -75.00% | +25.00% | 0.00% | 12:47 | 05:45 | 05:45 | 08:34 | 17:53 | 18:55 | 12:08 | 08:59 |
 | Hood of Defiance | 4 | 11.11% | 50.0 | 75.00% | +21.87% | +25.00% | +25.00% | 0.00% | 22:17 | 12:29 | 12:29 | 19:07 | 24:59 | 32:31 | 12:30 | 09:15 |
 | Blight Stone | 13 | 36.11% | 47.1 | 46.15% | -14.72% | -12.82% | +20.52% | 5.94% | 19:04 | 12:51 | 15:16 | 16:36 | 20:53 | 36:44 | 05:37 | 04:09 |
 | Medallion of Courage | 13 | 36.11% | 44.1 | 46.15% | -14.72% | -12.82% | +20.52% | 5.35% | 20:43 | 15:16 | 15:55 | 18:26 | 22:09 | 36:44 | 06:14 | 04:37 |
 | Solar Crest | 11 | 30.56% | 41.2 | 45.45% | -14.55% | -12.12% | +21.22% | 12.05% | 24:48 | 22:25 | 23:04 | 24:40 | 25:50 | 27:13 | 02:46 | 02:02 |
 | Orb of Venom | 5 | 13.89% | 38.2 | 60.00% | +5.16% | +40.00% | +40.00% | 0.00% | -01:26 | -01:30 | -01:30 | -01:25 | -01:24 | -01:23 | 00:06 | 00:04 |
 | Aghanim's Shard | 5 | 13.89% | 35.3 | 60.00% | +5.16% | -60.00% | +40.00% | 0.00% | 28:31 | 20:00 | 20:00 | 29:34 | 32:02 | 35:23 | 12:02 | 08:54 |
 | Glimmer Cape | 9 | 25.00% | 32.4 | 44.44% | -14.82% | -44.44% | +5.56% | 5.80% | 29:16 | 22:18 | 22:34 | 30:17 | 31:11 | 38:43 | 08:37 | 06:22 |
 | Quelling Blade | 4 | 11.11% | 29.4 | 50.00% | -6.25% | +50.00% | +50.00% | 0.00% | 07:26 | -01:29 | -01:29 | -01:29 | 14:24 | 18:17 | 15:53 | 11:45 |
 | Ring of Protection | 4 | 11.11% | 26.5 | 50.00% | -6.25% | +50.00% | -50.00% | 0.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:28 | 02:09 | 00:01 | 00:00 |
 | Drum of Endurance | 1 | 2.78% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Buckler | 1 | 2.78% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.78% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.78% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |
 | Bottle | 1 | 2.78% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 5.56% | 8.8 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 40:23 | 40:14 | 40:14 | 40:31 | 40:31 | 40:31 | 00:17 | 00:12 |
 | Hand of Midas | 2 | 5.56% | 5.9 | 50.00% | -5.88% | -50.00% | 0.00% | 0.00% | 15:22 | 14:52 | 14:52 | 15:51 | 15:51 | 15:51 | 00:59 | 00:43 |
 | Vanguard | 1 | 2.78% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 00:00 | 00:00 |