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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Eye of Skadi | 64 | 55.17% | 100.0 | 64.06% | +31.37% | +23.44% | -1.56% | -5.15% | 30:04 | 22:07 | 27:29 | 29:44 | 32:20 | 40:05 | 04:51 | 03:35 | |
Ring of Protection | 20 | 17.24% | 97.9 | 75.00% | +30.21% | -35.00% | +25.00% | 9.45% | 06:25 | 00:42 | 01:31 | 02:13 | 07:52 | 39:09 | 06:21 | 04:42 | |
Soul Ring | 17 | 14.66% | 95.7 | 76.47% | +31.02% | -51.47% | +23.53% | 14.75% | 06:24 | 02:13 | 03:03 | 05:48 | 08:08 | 12:38 | 05:05 | 03:45 | |
Skull Basher | 37 | 31.90% | 93.6 | 64.86% | +21.82% | +1.81% | -20.42% | -2.71% | 31:13 | 23:14 | 26:05 | 30:30 | 34:18 | 55:28 | 08:13 | 06:05 | |
Manta Style | 110 | 94.83% | 91.5 | 51.82% | +35.15% | +23.18% | -14.78% | -13.80% | 20:43 | 16:11 | 19:05 | 20:16 | 21:50 | 32:13 | 02:45 | 02:02 | |
Aghanim's Scepter | 12 | 10.34% | 89.4 | 75.00% | +27.88% | -8.33% | -8.33% | 0.00% | 31:33 | 16:01 | 28:39 | 31:16 | 38:17 | 39:59 | 09:38 | 07:08 | |
Power Treads | 111 | 95.69% | 87.2 | 51.35% | +31.35% | +12.94% | -12.06% | -8.57% | 07:54 | 04:12 | 06:10 | 07:25 | 09:05 | 13:42 | 02:55 | 02:09 | |
Boots of Speed | 115 | 99.14% | 85.1 | 50.43% | +50.43% | +4.74% | -5.60% | -5.54% | 05:17 | 01:59 | 04:01 | 04:52 | 05:53 | 11:39 | 01:52 | 01:22 | |
Quelling Blade | 116 | 100.00% | 83.0 | 50.00% | +50.00% | -1.72% | -15.52% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:22 | 00:00 | 00:00 | |
Black King Bar | 18 | 15.52% | 80.9 | 66.67% | +19.73% | -6.67% | -16.67% | -1.17% | 35:59 | 27:32 | 30:56 | 34:12 | 39:27 | 49:28 | 08:31 | 06:18 | |
Magic Stick | 114 | 98.28% | 78.7 | 50.00% | 0.00% | +5.17% | -10.71% | -15.88% | 00:33 | -01:29 | -01:29 | -01:29 | 01:25 | 12:38 | 02:54 | 02:08 | |
Yasha | 114 | 98.28% | 76.6 | 50.00% | 0.00% | +18.97% | -10.71% | -13.91% | 16:43 | 12:07 | 15:23 | 16:20 | 17:31 | 25:42 | 02:08 | 01:34 | |
Magic Wand | 113 | 97.41% | 74.5 | 49.56% | -17.11% | -6.70% | +0.44% | 1.27% | 06:15 | 00:25 | 03:00 | 04:52 | 08:38 | 18:35 | 05:38 | 04:10 | |
Chainmail | 79 | 68.10% | 72.3 | 50.63% | +1.98% | -20.63% | +14.37% | 9.86% | 08:15 | 01:48 | 06:31 | 08:47 | 10:04 | 16:05 | 03:33 | 02:37 | |
Orchid Malevolence | 4 | 3.45% | 70.2 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 32:25 | 19:24 | 19:24 | 31:10 | 34:51 | 44:15 | 15:27 | 11:26 | |
Diffusal Blade | 34 | 29.31% | 68.1 | 55.88% | +8.32% | -0.32% | -18.38% | -6.16% | 23:47 | 18:22 | 22:30 | 23:10 | 25:26 | 29:40 | 02:56 | 02:10 | |
Blade Mail | 77 | 66.38% | 66.0 | 49.35% | -1.93% | -7.24% | -7.24% | 0.00% | 11:21 | 06:56 | 10:06 | 11:28 | 12:42 | 17:27 | 02:36 | 01:55 | |
Butterfly | 20 | 17.24% | 63.8 | 60.00% | +12.08% | +40.00% | -40.00% | -10.74% | 35:51 | 29:17 | 31:37 | 36:03 | 39:04 | 41:33 | 07:27 | 05:31 | |
Wraith Band | 33 | 28.45% | 61.7 | 51.52% | +2.12% | +10.98% | -1.52% | -5.77% | 03:21 | 01:07 | 01:53 | 02:48 | 04:03 | 11:16 | 02:10 | 01:36 | |
Moon Shard | 3 | 2.59% | 59.6 | 100.00% | +51.33% | 0.00% | 0.00% | 0.00% | 35:58 | 33:06 | 33:06 | 37:05 | 37:42 | 37:42 | 04:36 | 03:24 | |
Abyssal Blade | 14 | 12.07% | 57.4 | 57.14% | +8.12% | +17.86% | -23.81% | -6.22% | 37:40 | 29:00 | 33:53 | 36:50 | 40:35 | 47:21 | 06:42 | 04:57 | |
Vanguard | 15 | 12.93% | 55.3 | 53.33% | +3.83% | -28.33% | -28.33% | 0.00% | 35:04 | 08:26 | 31:37 | 36:50 | 39:38 | 47:21 | 08:01 | 05:56 | |
Ring of Health | 18 | 15.52% | 53.2 | 50.00% | 0.00% | -30.00% | -25.00% | 0.43% | 29:42 | 03:18 | 27:57 | 33:30 | 39:38 | 47:21 | 11:41 | 08:39 | |
Echo Sabre | 33 | 28.45% | 51.1 | 42.42% | -10.59% | +7.58% | -17.42% | -9.43% | 13:57 | 10:33 | 12:16 | 13:10 | 14:55 | 21:52 | 02:39 | 01:57 | |
Helm of Iron Will | 4 | 3.45% | 48.9 | 75.00% | +25.89% | +25.00% | +25.00% | 0.00% | 40:07 | 35:27 | 35:27 | 37:43 | 42:01 | 45:18 | 06:34 | 04:51 | |
Sange | 2 | 1.72% | 46.8 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 29:53 | 27:05 | 27:05 | 32:41 | 32:41 | 32:41 | 05:36 | 04:08 | |
Heaven's Halberd | 2 | 1.72% | 44.7 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 32:33 | 31:13 | 31:13 | 33:52 | 33:52 | 33:52 | 02:39 | 01:57 | |
Aghanim's Shard | 3 | 2.59% | 42.6 | 66.67% | +17.11% | +33.33% | 0.00% | 0.00% | 38:26 | 32:55 | 32:55 | 36:57 | 45:26 | 45:26 | 12:31 | 09:16 | |
Hand of Midas | 1 | 0.86% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 00:00 | 00:00 | |
Buckler | 1 | 0.86% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 00:00 | 00:00 | |
Void Stone | 1 | 0.86% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 | |
Refresher Orb | 1 | 0.86% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 | |
Bloodthorn | 1 | 0.86% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 00:00 | 00:00 | |
Falcon Blade | 2 | 1.72% | 29.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 06:52 | 03:48 | 03:48 | 09:55 | 09:55 | 09:55 | 06:07 | 04:31 | |
Fluffy Hat | 2 | 1.72% | 27.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 03:04 | -00:22 | -00:22 | 06:30 | 06:30 | 06:30 | 06:52 | 05:05 | |
Heart of Tarrasque | 2 | 1.72% | 25.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:10 | 30:49 | 30:49 | 35:31 | 35:31 | 35:31 | 04:42 | 03:28 | |
Nullifier | 2 | 1.72% | 23.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 40:22 | 37:56 | 37:56 | 42:48 | 42:48 | 42:48 | 04:52 | 03:36 | |
Monkey King Bar | 2 | 1.72% | 21.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 43:26 | 35:05 | 35:05 | 51:47 | 51:47 | 51:47 | 16:42 | 12:22 | |
Urn of Shadows | 2 | 1.72% | 19.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 03:59 | 02:13 | 02:13 | 05:44 | 05:44 | 05:44 | 03:31 | 02:36 | |
Ring of Basilius | 2 | 1.72% | 17.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 07:20 | 02:45 | 02:45 | 11:54 | 11:54 | 11:54 | 09:09 | 06:46 | |
Javelin | 3 | 2.59% | 14.9 | 33.33% | -17.11% | +66.67% | 0.00% | 0.00% | 43:49 | 31:30 | 31:30 | 48:14 | 51:42 | 51:42 | 20:12 | 14:57 | |
Phase Boots | 4 | 3.45% | 12.8 | 25.00% | -25.89% | -25.00% | -25.00% | 0.00% | 08:14 | 06:07 | 06:07 | 06:19 | 07:17 | 13:11 | 01:10 | 00:51 | |
Shadow Blade | 1 | 0.86% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 | |
Silver Edge | 1 | 0.86% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 | |
Radiance | 2 | 1.72% | 6.4 | 0.00% | -50.88% | 0.00% | 0.00% | 0.00% | 19:23 | 17:11 | 17:11 | 21:34 | 21:34 | 21:34 | 04:23 | 03:14 | |
Maelstrom | 1 | 0.86% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:14 | 48:14 | 48:14 | 48:14 | 48:14 | 48:14 | 00:00 | 00:00 | |
Mjollnir | 1 | 0.86% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 00:00 | 00:00 |