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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 | |
 | Sange and Yasha | 14 | 82.35% | 100.0 | 57.14% | +57.14% | +17.86% | -23.81% | -2.57% | 27:14 | 16:05 | 18:35 | 24:07 | 34:49 | 44:20 | 16:14 | 12:01 |
 | Yasha | 15 | 88.24% | 97.4 | 53.33% | +53.33% | +21.67% | -3.33% | -3.50% | 21:17 | 12:45 | 16:59 | 20:56 | 24:07 | 33:07 | 07:08 | 05:17 |
 | Black King Bar | 15 | 88.24% | 94.9 | 53.33% | +53.33% | +21.67% | -53.33% | -23.68% | 27:53 | 22:43 | 25:05 | 25:47 | 28:15 | 44:15 | 03:10 | 02:20 |
 | Butterfly | 8 | 47.06% | 92.3 | 62.50% | +29.17% | +37.50% | -62.50% | -24.49% | 35:55 | 32:06 | 32:06 | 34:13 | 36:11 | 44:18 | 04:05 | 03:01 |
 | Heaven's Halberd | 8 | 47.06% | 89.7 | 62.50% | +29.17% | -62.50% | -12.50% | 42.86% | 17:59 | 15:02 | 15:52 | 15:56 | 17:02 | 29:18 | 01:10 | 00:51 |
 | Ring of Aquila | 13 | 76.47% | 87.2 | 53.85% | +28.85% | -53.85% | +12.82% | 44.45% | 08:51 | 07:02 | 07:58 | 08:25 | 09:28 | 11:07 | 01:30 | 01:06 |
 | Wraith Band | 13 | 76.47% | 84.6 | 53.85% | +28.85% | -20.52% | +12.82% | 9.95% | 06:56 | -01:20 | 05:36 | 07:32 | 08:57 | 10:02 | 03:21 | 02:28 |
 | Sange | 16 | 94.12% | 82.1 | 50.00% | +50.00% | +25.00% | -25.00% | -12.61% | 16:19 | 12:41 | 13:28 | 15:02 | 17:26 | 27:43 | 03:58 | 02:56 |
 | Phase Boots | 17 | 100.00% | 79.5 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 05:42 | 03:12 | 04:27 | 05:05 | 06:34 | 09:13 | 02:07 | 01:34 |
 | Magic Stick | 17 | 100.00% | 76.9 | 47.06% | +47.06% | +27.94% | -22.06% | -7.98% | 03:41 | -01:25 | 00:45 | 01:33 | 07:01 | 09:17 | 06:16 | 04:38 |
 | Boots of Speed | 17 | 100.00% | 74.4 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 02:25 | 01:08 | 01:28 | 02:23 | 02:54 | 04:14 | 01:26 | 01:03 |
 | Magic Wand | 17 | 100.00% | 71.8 | 47.06% | +47.06% | +2.94% | -22.06% | -2.98% | 05:06 | -01:25 | 00:54 | 05:45 | 09:17 | 09:57 | 08:23 | 06:12 |
 | Ring of Basilius | 14 | 82.35% | 69.2 | 50.00% | +16.67% | -25.00% | +16.67% | 6.70% | 05:36 | 01:19 | 02:03 | 05:48 | 08:16 | 09:17 | 06:13 | 04:36 |
 | Ring of Protection | 14 | 82.35% | 66.7 | 50.00% | +16.67% | +25.00% | +16.67% | -1.79% | 02:21 | -01:29 | -01:29 | -01:22 | 06:08 | 07:32 | 07:37 | 05:38 |
 | Morbid Mask | 7 | 41.18% | 64.1 | 57.14% | +17.14% | +42.86% | -57.14% | -12.15% | 42:09 | 32:55 | 36:57 | 38:09 | 45:11 | 54:41 | 08:14 | 06:05 |
 | Satanic | 5 | 29.41% | 61.5 | 60.00% | +18.33% | +40.00% | -60.00% | 0.00% | 44:45 | 37:42 | 37:42 | 44:04 | 45:26 | 54:54 | 07:44 | 05:43 |
 | Eye of Skadi | 1 | 5.88% | 59.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 5.88% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.88% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 00:00 | 00:00 |
 | Wind Lace | 7 | 41.18% | 51.3 | 28.57% | -31.43% | +21.43% | -28.57% | -13.33% | 08:49 | -01:29 | 07:34 | 09:40 | 11:19 | 14:12 | 03:45 | 02:46 |
 | Aghanim's Scepter | 3 | 17.65% | 48.7 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 30:40 | 26:45 | 26:45 | 29:38 | 35:38 | 35:38 | 08:53 | 06:34 |
 | Bracer | 6 | 35.29% | 46.2 | 16.67% | -46.97% | +33.33% | -16.67% | 0.00% | 08:52 | -01:19 | 07:59 | 08:55 | 13:00 | 14:12 | 05:01 | 03:42 |
 | Javelin | 6 | 35.29% | 43.6 | 16.67% | -46.97% | -16.67% | +83.33% | 0.00% | 43:12 | 35:14 | 38:34 | 39:42 | 45:45 | 58:13 | 07:11 | 05:19 |
 | Drum of Endurance | 6 | 35.29% | 41.0 | 16.67% | -46.97% | +33.33% | -16.67% | 0.00% | 11:55 | 09:11 | 10:10 | 10:24 | 14:12 | 15:11 | 04:02 | 02:59 |
 | Monkey King Bar | 6 | 35.29% | 38.5 | 16.67% | -46.97% | -16.67% | +83.33% | 0.00% | 44:17 | 35:24 | 40:09 | 42:03 | 46:02 | 58:13 | 05:53 | 04:21 |
 | Chainmail | 2 | 11.76% | 35.9 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 41:12 | 20:47 | 20:47 | 1:01:37 | 1:01:37 | 1:01:37 | 40:50 | 30:14 |
 | Dragon Lance | 1 | 5.88% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.88% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 53:20 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 5.88% | 28.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:41 | 1:11:41 | 1:11:41 | 1:11:41 | 1:11:41 | 1:11:41 | 00:00 | 00:00 |
 | Blade Mail | 2 | 11.76% | 25.6 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 41:12 | 20:47 | 20:47 | 1:01:37 | 1:01:37 | 1:01:37 | 40:50 | 30:14 |
 | Maelstrom | 1 | 5.88% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Divine Rapier | 3 | 17.65% | 20.5 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 1:04:40 | 41:51 | 41:51 | 51:02 | 1:41:08 | 1:41:08 | 59:17 | 43:54 |
 | Linken's Sphere | 1 | 5.88% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:49 | 1:06:49 | 1:06:49 | 1:06:49 | 1:06:49 | 1:06:49 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.88% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:21:59 | 1:21:59 | 1:21:59 | 1:21:59 | 1:21:59 | 1:21:59 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 14:15 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 5.88% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 00:00 | 00:00 |
 | Void Stone | 1 | 5.88% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 1:04:40 | 00:00 | 00:00 |
 | Ring of Health | 2 | 11.76% | 5.1 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 39:28 | 14:15 | 14:15 | 1:04:40 | 1:04:40 | 1:04:40 | 50:25 | 37:20 |
 | Hurricane Pike | 1 | 5.88% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 15:25 | 00:00 | 00:00 |