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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 | |
Vanguard | 34 | 21.66% | 100.0 | 70.59% | +32.38% | +29.41% | -20.59% | -8.26% | 33:55 | 24:43 | 31:07 | 32:59 | 37:10 | 45:01 | 06:03 | 04:28 | |
Abyssal Blade | 33 | 21.02% | 97.9 | 69.70% | +30.99% | +30.30% | -19.70% | -7.77% | 34:24 | 25:18 | 31:14 | 33:11 | 37:40 | 45:16 | 06:26 | 04:45 | |
Sange and Yasha | 57 | 36.31% | 95.8 | 59.65% | +22.65% | +11.78% | -38.22% | -6.82% | 24:55 | 12:46 | 20:23 | 24:24 | 27:43 | 40:15 | 07:20 | 05:25 | |
Sange | 61 | 38.85% | 93.8 | 57.38% | +19.88% | +15.95% | -37.38% | -6.72% | 24:58 | 12:20 | 20:23 | 24:38 | 28:19 | 39:47 | 07:56 | 05:52 | |
Yasha | 91 | 57.96% | 91.7 | 53.85% | +20.52% | +24.41% | -19.07% | -6.85% | 20:38 | 10:02 | 16:57 | 19:57 | 23:18 | 38:19 | 06:21 | 04:42 | |
Skull Basher | 95 | 60.51% | 89.6 | 52.63% | +18.76% | +30.70% | -27.63% | -9.51% | 27:45 | 17:21 | 24:07 | 27:01 | 30:15 | 42:19 | 06:08 | 04:32 | |
Swift Blink | 14 | 8.92% | 87.5 | 71.43% | +28.77% | +28.57% | -38.10% | 0.00% | 43:07 | 35:19 | 36:20 | 41:19 | 51:11 | 52:24 | 14:51 | 11:00 | |
Ring of Health | 131 | 83.44% | 85.4 | 48.85% | +21.93% | +2.67% | -3.40% | -0.96% | 10:04 | 01:55 | 05:08 | 08:11 | 11:28 | 45:01 | 06:20 | 04:41 | |
Void Stone | 125 | 79.62% | 83.3 | 48.80% | +17.55% | +18.94% | -6.86% | -8.06% | 10:59 | 06:27 | 08:58 | 10:06 | 12:10 | 26:34 | 03:12 | 02:22 | |
Battle Fury | 120 | 76.43% | 81.3 | 48.33% | +13.19% | +31.67% | -21.66% | -28.83% | 14:22 | 11:11 | 13:21 | 14:17 | 15:12 | 18:09 | 01:51 | 01:22 | |
Magic Stick | 144 | 91.72% | 79.2 | 46.53% | +15.76% | +6.25% | -4.86% | -11.11% | 00:35 | -01:30 | -01:29 | -01:29 | 01:00 | 19:34 | 02:29 | 01:50 | |
Quelling Blade | 156 | 99.36% | 77.1 | 45.51% | +45.51% | +21.16% | -7.05% | 0.00% | -01:12 | -01:30 | -01:29 | -01:29 | -01:29 | 07:58 | 00:00 | 00:00 | |
Boots of Speed | 157 | 100.00% | 75.0 | 45.22% | +45.22% | +11.19% | +0.93% | -4.43% | 03:53 | 01:06 | 02:30 | 03:41 | 04:49 | 14:38 | 02:19 | 01:42 | |
Magic Wand | 124 | 78.98% | 72.9 | 45.97% | +3.55% | -7.26% | +12.09% | 1.95% | 07:28 | -01:29 | 03:01 | 05:58 | 12:57 | 31:05 | 09:56 | 07:21 | |
Blink Dagger | 33 | 21.02% | 70.8 | 54.55% | +11.81% | +7.95% | -17.05% | -3.58% | 33:27 | 19:26 | 28:20 | 32:02 | 35:19 | 49:03 | 06:59 | 05:10 | |
Power Treads | 62 | 39.49% | 68.8 | 48.39% | +5.23% | -4.64% | -8.39% | -2.16% | 06:32 | 04:19 | 05:26 | 06:22 | 07:10 | 16:22 | 01:44 | 01:17 | |
Black King Bar | 128 | 81.53% | 66.7 | 43.75% | -7.97% | +3.13% | -6.25% | -3.25% | 21:25 | 15:33 | 19:36 | 20:42 | 22:29 | 45:20 | 02:53 | 02:08 | |
Linken's Sphere | 10 | 6.37% | 64.6 | 70.00% | +26.46% | +30.00% | -20.00% | 0.00% | 28:36 | 24:03 | 24:36 | 26:47 | 31:10 | 44:06 | 06:34 | 04:51 | |
Chainmail | 95 | 60.51% | 62.5 | 43.16% | -5.23% | +27.67% | -1.49% | -13.78% | 06:21 | 01:54 | 04:42 | 05:41 | 06:49 | 20:12 | 02:07 | 01:34 | |
Phase Boots | 95 | 60.51% | 60.4 | 43.16% | -5.23% | +15.17% | -5.66% | -10.96% | 07:18 | 04:20 | 05:37 | 06:32 | 07:31 | 20:12 | 01:54 | 01:24 | |
Manta Style | 19 | 12.10% | 58.3 | 57.89% | +14.41% | +42.11% | -17.89% | 0.00% | 22:48 | 16:14 | 19:57 | 21:30 | 25:03 | 37:21 | 05:06 | 03:46 | |
Morbid Mask | 42 | 26.75% | 56.3 | 47.62% | +3.27% | -11.26% | -17.62% | -0.76% | 28:15 | 17:50 | 24:13 | 27:43 | 32:35 | 43:01 | 08:22 | 06:11 | |
Satanic | 30 | 19.11% | 54.2 | 50.00% | +5.91% | +12.50% | -7.14% | 0.00% | 31:31 | 23:40 | 29:01 | 31:11 | 33:33 | 41:39 | 04:32 | 03:21 | |
Wraith Band | 57 | 36.31% | 52.1 | 43.86% | -2.14% | -8.15% | -8.15% | 0.00% | 02:32 | -01:29 | 01:37 | 02:09 | 02:28 | 16:55 | 00:51 | 00:37 | |
Eye of Skadi | 31 | 19.75% | 50.0 | 48.39% | +3.95% | +14.11% | -23.39% | -6.99% | 31:32 | 23:51 | 28:43 | 30:04 | 34:05 | 41:50 | 05:22 | 03:58 | |
Wind Lace | 36 | 22.93% | 47.9 | 44.44% | -1.01% | +22.23% | +11.12% | -4.27% | 14:12 | 04:24 | 13:10 | 14:18 | 15:46 | 19:51 | 02:36 | 01:55 | |
Monkey King Bar | 12 | 7.64% | 45.8 | 58.33% | +14.19% | -25.00% | -25.00% | 0.00% | 38:09 | 25:40 | 33:06 | 37:14 | 41:42 | 55:04 | 08:36 | 06:22 | |
Javelin | 40 | 25.48% | 43.8 | 42.50% | -3.65% | -22.50% | +37.50% | 4.66% | 16:56 | 04:46 | 08:45 | 10:12 | 21:38 | 54:25 | 12:53 | 09:32 | |
Blight Stone | 10 | 6.37% | 41.7 | 60.00% | +15.78% | -60.00% | +40.00% | 0.00% | 06:18 | -01:28 | 05:30 | 05:47 | 07:49 | 15:03 | 02:19 | 01:42 | |
Mjollnir | 13 | 8.28% | 39.6 | 53.85% | +9.41% | +46.15% | -53.85% | 0.00% | 35:45 | 24:14 | 29:46 | 34:24 | 41:55 | 46:08 | 12:09 | 09:00 | |
Orb of Corrosion | 9 | 5.73% | 37.5 | 55.56% | +10.97% | -55.56% | +44.44% | 0.00% | 06:34 | 02:07 | 03:05 | 07:43 | 07:50 | 09:00 | 04:45 | 03:31 | |
Orb of Venom | 12 | 7.64% | 35.4 | 50.00% | +5.17% | -16.67% | -16.67% | 0.00% | 04:21 | 00:59 | 01:39 | 05:11 | 05:49 | 07:49 | 04:10 | 03:05 | |
Aghanim's Scepter | 16 | 10.19% | 33.3 | 43.75% | -1.64% | +6.25% | -18.75% | 0.00% | 25:50 | 18:48 | 23:27 | 24:38 | 27:09 | 37:51 | 03:42 | 02:44 | |
Butterfly | 2 | 1.27% | 31.3 | 100.00% | +55.48% | 0.00% | 0.00% | 0.00% | 43:21 | 35:49 | 35:49 | 50:53 | 50:53 | 50:53 | 15:04 | 11:09 | |
Maelstrom | 30 | 19.11% | 29.2 | 33.33% | -14.70% | -20.83% | -4.76% | 0.00% | 13:31 | 10:33 | 11:59 | 12:48 | 14:13 | 28:24 | 02:14 | 01:39 | |
Fluffy Hat | 22 | 14.01% | 27.1 | 36.36% | -10.31% | -19.69% | +3.64% | 0.00% | 06:23 | 01:42 | 03:17 | 06:52 | 08:17 | 12:45 | 05:00 | 03:42 | |
Ring of Protection | 1 | 0.64% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 | |
Buckler | 1 | 0.64% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 | |
Ring of Basilius | 5 | 3.18% | 20.8 | 40.00% | -5.39% | -40.00% | -40.00% | 0.00% | 05:08 | 01:05 | 01:05 | 05:32 | 07:04 | 07:56 | 05:59 | 04:25 | |
Falcon Blade | 13 | 8.28% | 18.8 | 23.08% | -24.14% | -23.08% | -23.08% | 0.00% | 07:51 | 03:17 | 04:39 | 08:17 | 09:37 | 12:46 | 04:58 | 03:40 | |
Diffusal Blade | 6 | 3.82% | 16.7 | 33.33% | -12.37% | +16.67% | -33.33% | 0.00% | 13:33 | 10:47 | 11:56 | 13:14 | 14:49 | 16:38 | 02:53 | 02:08 | |
Aghanim's Shard | 2 | 1.27% | 14.6 | 50.00% | +4.84% | +50.00% | 0.00% | 0.00% | 48:42 | 47:44 | 47:44 | 49:40 | 49:40 | 49:40 | 01:56 | 01:25 | |
Shadow Blade | 2 | 1.27% | 12.5 | 50.00% | +4.84% | +50.00% | 0.00% | 0.00% | 42:40 | 34:41 | 34:41 | 50:38 | 50:38 | 50:38 | 15:57 | 11:48 | |
Helm of Iron Will | 5 | 3.18% | 10.4 | 20.00% | -26.05% | -20.00% | +80.00% | 0.00% | 36:41 | 23:13 | 23:13 | 36:42 | 41:03 | 52:25 | 17:50 | 13:12 | |
Nullifier | 5 | 3.18% | 8.3 | 20.00% | -26.05% | -20.00% | +80.00% | 0.00% | 38:53 | 30:09 | 30:09 | 38:18 | 41:24 | 52:26 | 11:15 | 08:20 | |
Silver Edge | 1 | 0.64% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 00:00 | 00:00 | |
Crystalys | 2 | 1.27% | 4.2 | 0.00% | -45.81% | 0.00% | 0.00% | 0.00% | 39:45 | 34:26 | 34:26 | 45:04 | 45:04 | 45:04 | 10:38 | 07:52 | |
Bottle | 1 | 0.64% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:14 | 01:14 | 01:14 | 01:14 | 01:14 | 01:14 | 00:00 | 00:00 |