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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 | |
Wind Lace | 14 | 11.86% | 100.0 | 78.57% | +32.42% | -3.57% | +21.43% | 3.84% | 15:39 | 06:31 | 12:13 | 14:12 | 18:44 | 23:30 | 06:31 | 04:49 | |
Spirit Vessel | 65 | 55.08% | 97.8 | 58.46% | +18.84% | +29.04% | -14.71% | -18.49% | 12:39 | 10:11 | 11:17 | 12:18 | 13:39 | 17:44 | 02:22 | 01:45 | |
Scythe of Vyse | 31 | 26.27% | 95.7 | 64.52% | +19.69% | +22.98% | -27.02% | -8.02% | 35:49 | 26:02 | 31:40 | 34:34 | 37:54 | 57:16 | 06:14 | 04:37 | |
Void Stone | 73 | 61.86% | 93.5 | 53.42% | +8.98% | +7.69% | -14.53% | -2.09% | 31:37 | 13:45 | 26:02 | 32:26 | 36:40 | 52:29 | 10:38 | 07:52 | |
Boots of Speed | 118 | 100.00% | 91.3 | 50.00% | +50.00% | 0.00% | -8.62% | -3.83% | 06:07 | 01:35 | 04:53 | 06:13 | 07:08 | 10:21 | 02:15 | 01:40 | |
Magic Wand | 76 | 64.41% | 89.1 | 52.63% | +7.39% | +5.26% | -5.26% | -2.05% | 06:22 | 00:28 | 03:07 | 05:13 | 08:15 | 19:08 | 05:08 | 03:48 | |
Urn of Shadows | 98 | 83.05% | 87.0 | 51.02% | +6.02% | +12.98% | -13.52% | -13.71% | 05:41 | 03:34 | 04:42 | 05:35 | 06:38 | 09:24 | 01:56 | 01:25 | |
Ring of Protection | 98 | 83.05% | 84.8 | 51.02% | +6.02% | +8.98% | -9.35% | -10.38% | 04:17 | 00:58 | 03:19 | 04:14 | 05:05 | 08:41 | 01:46 | 01:18 | |
Hand of Midas | 107 | 90.68% | 82.6 | 50.47% | +5.02% | +1.38% | -6.03% | -1.32% | 15:11 | 07:27 | 12:39 | 15:46 | 18:16 | 22:23 | 05:37 | 04:09 | |
Null Talisman | 113 | 95.76% | 80.4 | 49.56% | -10.44% | -10.27% | +7.58% | 17.85% | 02:24 | 00:43 | 01:38 | 01:54 | 02:32 | 10:26 | 00:54 | 00:40 | |
Aghanim's Scepter | 39 | 33.05% | 78.3 | 56.41% | +9.57% | +13.59% | -6.41% | -2.46% | 30:06 | 18:51 | 24:16 | 27:50 | 32:24 | 1:07:05 | 08:08 | 06:01 | |
Magic Stick | 92 | 77.97% | 76.1 | 50.00% | 0.00% | +32.61% | -6.52% | -16.19% | 03:29 | -01:29 | 01:21 | 02:20 | 03:46 | 15:24 | 02:25 | 01:47 | |
Linken's Sphere | 32 | 27.12% | 73.9 | 56.25% | +8.58% | +18.75% | -6.25% | -2.94% | 31:39 | 18:35 | 26:06 | 28:20 | 34:36 | 1:12:51 | 08:30 | 06:17 | |
Black King Bar | 81 | 68.64% | 71.7 | 46.91% | -9.85% | +8.09% | -6.91% | -2.17% | 26:03 | 17:16 | 22:07 | 25:27 | 29:01 | 42:16 | 06:54 | 05:06 | |
Ring of Health | 48 | 40.68% | 69.6 | 47.92% | -3.51% | +2.08% | -6.25% | -0.53% | 33:55 | 13:45 | 25:37 | 32:51 | 41:23 | 55:55 | 15:46 | 11:40 | |
Shiva's Guard | 16 | 13.56% | 67.4 | 56.25% | +7.23% | +18.75% | +18.75% | 0.00% | 36:36 | 27:27 | 28:27 | 36:30 | 40:11 | 56:56 | 11:44 | 08:41 | |
Blink Dagger | 40 | 33.90% | 65.2 | 45.00% | -7.56% | +15.00% | -25.00% | -3.30% | 27:42 | 14:41 | 20:50 | 28:19 | 32:57 | 44:44 | 12:07 | 08:58 | |
Drum of Endurance | 5 | 4.24% | 63.0 | 80.00% | +31.33% | +20.00% | +20.00% | 0.00% | 17:13 | 14:58 | 14:58 | 17:57 | 17:58 | 18:07 | 03:00 | 02:13 | |
Refresher Orb | 18 | 15.25% | 60.9 | 50.00% | 0.00% | -10.00% | +25.00% | 3.58% | 45:16 | 33:53 | 40:00 | 44:39 | 49:47 | 57:29 | 09:47 | 07:14 | |
Quelling Blade | 6 | 5.08% | 58.7 | 66.67% | +17.56% | +33.33% | +33.33% | 0.00% | 05:47 | -01:29 | 00:01 | 03:54 | 09:58 | 13:04 | 09:57 | 07:22 | |
Eul's Scepter of Divinity | 4 | 3.39% | 56.5 | 75.00% | +25.88% | -75.00% | +25.00% | 0.00% | 22:22 | 19:24 | 19:24 | 21:15 | 21:42 | 27:05 | 02:18 | 01:42 | |
Aghanim's Shard | 24 | 20.34% | 54.3 | 33.33% | -20.93% | 0.00% | +16.67% | 1.45% | 38:31 | 24:42 | 32:32 | 37:44 | 44:00 | 54:56 | 11:28 | 08:29 | |
Overwhelming Blink | 5 | 4.24% | 52.2 | 60.00% | +10.44% | +40.00% | +40.00% | 0.00% | 53:12 | 44:48 | 44:48 | 51:53 | 59:13 | 60:06 | 14:25 | 10:40 | |
Aghanim's Blessing | 3 | 2.54% | 50.0 | 66.67% | +17.10% | +33.33% | 0.00% | 0.00% | 54:14 | 45:37 | 45:37 | 49:56 | 1:07:08 | 1:07:08 | 21:31 | 15:56 | |
Yasha and Kaya | 1 | 0.85% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 | |
Kaya | 1 | 0.85% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 | |
Yasha | 1 | 0.85% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 | |
Wind Waker | 1 | 0.85% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 | |
Aether Lens | 6 | 5.08% | 39.1 | 33.33% | -17.56% | +16.67% | +66.67% | 1.29% | 44:51 | 22:05 | 24:34 | 37:49 | 1:03:14 | 1:13:28 | 38:40 | 28:38 | |
Orchid Malevolence | 8 | 6.78% | 37.0 | 25.00% | -26.82% | -25.00% | +75.00% | 4.21% | 31:33 | 15:53 | 18:49 | 28:07 | 42:33 | 48:19 | 23:44 | 17:34 | |
Blight Stone | 2 | 1.69% | 34.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 20:43 | 17:57 | 17:57 | 23:29 | 23:29 | 23:29 | 05:32 | 04:05 | |
Medallion of Courage | 2 | 1.69% | 32.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 20:43 | 17:57 | 17:57 | 23:29 | 23:29 | 23:29 | 05:32 | 04:05 | |
Moon Shard | 2 | 1.69% | 30.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 1:15:51 | 1:10:18 | 1:10:18 | 1:21:24 | 1:21:24 | 1:21:24 | 11:06 | 08:13 | |
Ghost Scepter | 2 | 1.69% | 28.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:51 | 25:47 | 25:47 | 45:55 | 45:55 | 45:55 | 20:08 | 14:54 | |
Solar Crest | 2 | 1.69% | 26.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 21:27 | 19:15 | 19:15 | 23:39 | 23:39 | 23:39 | 04:24 | 03:15 | |
Crown | 2 | 1.69% | 23.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 20:45 | 17:59 | 17:59 | 23:30 | 23:30 | 23:30 | 05:31 | 04:05 | |
Bloodthorn | 3 | 2.54% | 21.7 | 33.33% | -17.10% | -33.33% | 0.00% | 0.00% | 43:02 | 39:19 | 39:19 | 44:49 | 44:57 | 44:57 | 05:38 | 04:10 | |
Chainmail | 3 | 2.54% | 19.6 | 33.33% | -17.10% | -33.33% | 0.00% | 0.00% | 18:05 | 12:50 | 12:50 | 17:57 | 23:29 | 23:29 | 10:39 | 07:53 | |
Octarine Core | 4 | 3.39% | 17.4 | 25.00% | -25.88% | -25.00% | +75.00% | 0.00% | 55:43 | 38:15 | 38:15 | 47:53 | 1:03:14 | 1:13:28 | 24:59 | 18:30 | |
Fluffy Hat | 5 | 4.24% | 15.2 | 20.00% | -31.33% | -20.00% | -20.00% | 0.00% | 24:22 | 13:34 | 13:34 | 27:35 | 27:42 | 29:24 | 14:08 | 10:28 | |
Force Staff | 5 | 4.24% | 13.0 | 20.00% | -31.33% | -20.00% | -20.00% | 0.00% | 24:53 | 16:08 | 16:08 | 27:35 | 27:42 | 29:24 | 11:34 | 08:34 | |
Wraith Band | 1 | 0.85% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 | |
Lotus Orb | 1 | 0.85% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 | |
Witch Blade | 1 | 0.85% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 00:00 | 00:00 | |
Aeon Disk | 1 | 0.85% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 | |
Arcane Boots | 1 | 0.85% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 00:00 | 00:00 |