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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 | |
 | Shiva's Guard | 11 | 34.38% | 100.0 | 100.00% | +61.90% | 0.00% | 0.00% | 0.00% | 33:59 | 22:54 | 27:58 | 36:06 | 37:03 | 40:36 | 09:05 | 06:43 |
 | Blink Dagger | 18 | 56.25% | 97.1 | 77.78% | +42.07% | +22.22% | -2.78% | -2.86% | 29:56 | 20:17 | 23:16 | 29:37 | 32:00 | 52:53 | 08:44 | 06:28 |
 | Scythe of Vyse | 5 | 15.63% | 94.3 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 49:04 | 43:26 | 43:26 | 50:15 | 51:27 | 53:14 | 08:01 | 05:56 |
 | Black King Bar | 11 | 34.38% | 91.4 | 81.82% | +34.20% | -48.49% | +18.18% | 0.00% | 26:25 | 21:06 | 23:42 | 27:01 | 27:24 | 31:28 | 03:42 | 02:44 |
 | Bloodstone | 24 | 75.00% | 88.6 | 66.67% | +29.17% | 0.00% | +16.66% | 2.22% | 19:08 | 12:04 | 14:18 | 16:07 | 21:48 | 34:11 | 07:30 | 05:33 |
 | Eternal Shroud | 7 | 21.88% | 85.7 | 85.71% | +33.71% | +14.29% | -35.71% | 0.00% | 20:57 | 12:45 | 15:01 | 19:52 | 20:07 | 39:07 | 05:06 | 03:46 |
 | Overwhelming Blink | 4 | 12.50% | 82.9 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 42:29 | 33:10 | 33:10 | 37:20 | 48:40 | 50:46 | 15:30 | 11:28 |
 | Void Stone | 19 | 59.38% | 80.0 | 68.42% | +22.27% | +11.58% | +11.58% | 0.00% | 23:49 | 10:05 | 12:33 | 18:41 | 33:08 | 53:14 | 20:35 | 15:14 |
 | Wind Lace | 18 | 56.25% | 77.1 | 66.67% | +16.67% | -26.67% | -16.67% | 3.06% | 10:54 | 05:22 | 06:50 | 07:39 | 10:06 | 42:16 | 03:16 | 02:25 |
 | Kaya and Sange | 20 | 62.50% | 74.3 | 65.00% | +15.00% | -5.00% | -45.00% | -4.36% | 23:29 | 15:22 | 17:40 | 20:34 | 26:50 | 41:35 | 09:10 | 06:47 |
 | Sange | 20 | 62.50% | 71.4 | 65.00% | +15.00% | -5.00% | -45.00% | -3.95% | 22:44 | 13:31 | 16:27 | 20:25 | 26:35 | 41:35 | 10:08 | 07:30 |
 | Boots of Speed | 32 | 100.00% | 68.6 | 59.38% | +59.38% | +3.12% | -21.88% | -16.67% | 03:58 | 01:42 | 03:08 | 03:37 | 04:38 | 07:04 | 01:30 | 01:06 |
 | Magic Wand | 30 | 93.75% | 65.7 | 60.00% | +10.00% | +2.50% | +11.43% | 1.97% | 05:11 | -01:21 | 03:15 | 04:16 | 07:47 | 12:42 | 04:32 | 03:21 |
 | Magic Stick | 30 | 93.75% | 62.9 | 60.00% | +10.00% | +2.50% | -17.14% | -19.64% | 02:01 | -01:29 | 01:46 | 02:10 | 02:35 | 06:11 | 00:49 | 00:36 |
 | Arcane Boots | 31 | 96.88% | 60.0 | 58.06% | -41.94% | +16.94% | -33.06% | -34.09% | 07:07 | 04:51 | 06:16 | 06:54 | 07:44 | 10:31 | 01:28 | 01:05 |
 | Bottle | 25 | 78.13% | 57.1 | 60.00% | +2.86% | +6.67% | -10.00% | -16.67% | 01:36 | 01:05 | 01:08 | 01:19 | 01:34 | 07:30 | 00:26 | 00:19 |
 | Kaya | 22 | 68.75% | 54.3 | 59.09% | -0.91% | -9.09% | -19.09% | -1.29% | 18:03 | 10:06 | 13:16 | 16:40 | 21:02 | 32:47 | 07:46 | 05:45 |
 | Aghanim's Scepter | 8 | 25.00% | 51.4 | 75.00% | +20.83% | -25.00% | +25.00% | 0.00% | 36:42 | 20:43 | 23:05 | 33:30 | 42:27 | 1:01:29 | 19:22 | 14:20 |
 | Eul's Scepter of Divinity | 14 | 43.75% | 48.6 | 64.29% | +8.73% | +10.71% | -30.96% | -4.95% | 18:44 | 12:01 | 13:43 | 15:20 | 22:08 | 42:40 | 08:25 | 06:14 |
 | Aghanim's Blessing | 3 | 9.38% | 45.7 | 100.00% | +44.83% | 0.00% | 0.00% | 0.00% | 50:04 | 42:27 | 42:27 | 46:16 | 1:01:29 | 1:01:29 | 19:02 | 14:05 |
 | Aghanim's Shard | 11 | 34.38% | 42.9 | 63.64% | +6.50% | -30.31% | +36.36% | 0.00% | 33:51 | 24:16 | 26:47 | 30:51 | 39:45 | 47:50 | 12:58 | 09:36 |
 | Ring of Health | 12 | 37.50% | 40.0 | 58.33% | -1.67% | +41.67% | +8.34% | -4.48% | 17:51 | 07:45 | 10:11 | 13:08 | 17:37 | 39:26 | 07:26 | 05:30 |
 | Hood of Defiance | 11 | 34.38% | 37.1 | 54.55% | -7.35% | +45.45% | +12.12% | 0.00% | 16:40 | 09:03 | 10:31 | 13:33 | 16:27 | 39:07 | 05:56 | 04:23 |
 | Null Talisman | 12 | 37.50% | 34.3 | 50.00% | -15.00% | +16.67% | -50.00% | -41.67% | 02:49 | 01:12 | 01:49 | 02:50 | 03:25 | 04:36 | 01:36 | 01:11 |
 | Refresher Orb | 2 | 6.25% | 31.4 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 48:08 | 46:36 | 46:36 | 49:40 | 49:40 | 49:40 | 03:04 | 02:16 |
 | Aether Lens | 3 | 9.38% | 28.6 | 66.67% | +8.05% | +33.33% | 0.00% | 0.00% | 34:04 | 33:11 | 33:11 | 33:37 | 35:23 | 35:23 | 02:12 | 01:37 |
 | Arcane Blink | 1 | 3.13% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:35 | 56:35 | 56:35 | 56:35 | 56:35 | 56:35 | 00:00 | 00:00 |
 | Wind Waker | 1 | 3.13% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:46 | 54:46 | 54:46 | 54:46 | 54:46 | 54:46 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.13% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.13% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.13% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 6.25% | 11.4 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 03:41 | -01:29 | -01:29 | 08:51 | 08:51 | 08:51 | 10:20 | 07:39 |
 | Ethereal Blade | 2 | 6.25% | 8.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 29:21 | 26:55 | 26:55 | 31:46 | 31:46 | 31:46 | 04:51 | 03:35 |
 | Ghost Scepter | 3 | 9.38% | 5.7 | 33.33% | -28.74% | +66.67% | 0.00% | 0.00% | 27:06 | 25:12 | 25:12 | 25:21 | 30:46 | 30:46 | 05:34 | 04:07 |
 | Tranquil Boots | 1 | 3.13% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 17:50 | 00:00 | 00:00 |