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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 | |
Aghanim's Shard | 11 | 35.48% | 100.0 | 90.91% | +40.91% | +9.09% | +9.09% | 0.00% | 31:39 | 22:29 | 25:51 | 29:09 | 33:51 | 46:22 | 08:00 | 05:55 | |
Eye of Skadi | 13 | 41.94% | 98.1 | 84.62% | +34.62% | +15.38% | -17.95% | -2.38% | 29:52 | 21:21 | 22:17 | 28:17 | 36:16 | 41:14 | 13:59 | 10:21 | |
Manta Style | 24 | 77.42% | 96.2 | 75.00% | +46.43% | +8.33% | -8.33% | -10.63% | 15:26 | 12:33 | 14:45 | 15:11 | 16:19 | 19:35 | 01:34 | 01:09 | |
Yasha | 24 | 77.42% | 94.2 | 75.00% | +46.43% | +8.33% | +8.33% | 0.00% | 11:04 | 09:24 | 10:04 | 10:44 | 12:07 | 12:57 | 02:03 | 01:31 | |
Heart of Tarrasque | 17 | 54.84% | 92.3 | 76.47% | +26.47% | +23.53% | -1.47% | -7.85% | 25:16 | 21:23 | 22:57 | 24:46 | 26:08 | 32:26 | 03:11 | 02:21 | |
Wind Lace | 10 | 32.26% | 90.4 | 80.00% | +22.86% | -13.33% | -30.00% | -6.90% | 10:33 | 07:08 | 09:44 | 10:39 | 12:09 | 13:15 | 02:25 | 01:47 | |
Quelling Blade | 29 | 93.55% | 88.5 | 65.52% | +15.52% | +5.91% | -8.38% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Boots of Speed | 31 | 100.00% | 86.5 | 64.52% | +64.52% | +10.48% | -14.52% | -19.74% | 05:02 | -01:23 | 03:38 | 04:23 | 04:54 | 23:27 | 01:16 | 00:56 | |
Power Treads | 30 | 96.77% | 84.6 | 63.33% | -36.67% | +11.67% | -6.19% | -15.76% | 06:32 | 04:43 | 05:43 | 06:17 | 06:51 | 12:08 | 01:08 | 00:50 | |
Butterfly | 11 | 35.48% | 82.7 | 72.73% | +12.73% | +27.27% | +27.27% | 0.00% | 31:54 | 27:21 | 28:58 | 30:15 | 32:28 | 43:51 | 03:30 | 02:35 | |
Void Stone | 23 | 74.19% | 80.8 | 60.87% | -14.13% | -27.54% | +5.80% | 6.92% | 18:56 | 10:29 | 14:45 | 16:59 | 19:34 | 38:41 | 04:49 | 03:34 | |
Aghanim's Blessing | 6 | 19.35% | 78.8 | 83.33% | +23.33% | +16.67% | -83.33% | -25.53% | 46:31 | 41:51 | 45:19 | 45:50 | 49:14 | 50:57 | 03:55 | 02:54 | |
Black King Bar | 8 | 25.81% | 76.9 | 75.00% | +14.13% | -25.00% | -25.00% | 0.00% | 36:42 | 25:38 | 29:26 | 33:57 | 36:34 | 56:55 | 07:08 | 05:17 | |
Ring of Basilius | 10 | 32.26% | 75.0 | 70.00% | +8.10% | +30.00% | -20.00% | -4.63% | 15:34 | 06:52 | 07:46 | 08:28 | 18:34 | 34:48 | 10:48 | 08:00 | |
Diffusal Blade | 3 | 9.68% | 73.1 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 16:20 | 15:20 | 15:20 | 15:48 | 17:52 | 17:52 | 02:32 | 01:52 | |
Linken's Sphere | 3 | 9.68% | 71.2 | 100.00% | +39.29% | 0.00% | 0.00% | 0.00% | 41:36 | 33:17 | 33:17 | 38:18 | 53:14 | 53:14 | 19:57 | 14:46 | |
Wraith Band | 17 | 54.84% | 69.2 | 58.82% | -12.61% | -8.82% | -33.82% | -25.00% | 03:25 | 01:28 | 01:47 | 02:08 | 02:21 | 23:22 | 00:34 | 00:25 | |
Orchid Malevolence | 17 | 54.84% | 67.3 | 58.82% | -12.61% | -8.82% | +16.18% | 11.36% | 20:03 | 14:51 | 17:56 | 19:41 | 20:08 | 38:41 | 02:12 | 01:37 | |
Aghanim's Scepter | 11 | 35.48% | 65.4 | 63.64% | -1.36% | -30.31% | +3.03% | 3.31% | 32:26 | 22:25 | 25:28 | 28:46 | 35:33 | 50:57 | 10:05 | 07:28 | |
Bloodthorn | 12 | 38.71% | 63.5 | 58.33% | -10.09% | +8.34% | -25.00% | -9.13% | 33:48 | 28:52 | 31:08 | 32:21 | 34:47 | 40:29 | 03:39 | 02:42 | |
Mage Slayer | 12 | 38.71% | 61.5 | 58.33% | -10.09% | +8.34% | -25.00% | -8.13% | 32:55 | 28:08 | 30:17 | 31:19 | 34:23 | 40:07 | 04:06 | 03:02 | |
Ring of Health | 12 | 38.71% | 59.6 | 58.33% | -10.09% | -25.00% | +41.67% | 1.95% | 31:13 | 09:39 | 11:48 | 28:53 | 46:02 | 60:13 | 34:14 | 25:21 | |
Blink Dagger | 4 | 12.90% | 57.7 | 75.00% | +12.04% | +25.00% | +25.00% | 0.00% | 38:19 | 32:48 | 32:48 | 34:26 | 37:07 | 48:54 | 04:19 | 03:11 | |
Skull Basher | 4 | 12.90% | 55.8 | 75.00% | +12.04% | +25.00% | +25.00% | 0.00% | 38:50 | 30:16 | 30:16 | 30:26 | 42:42 | 51:57 | 12:26 | 09:12 | |
Magic Stick | 15 | 48.39% | 53.8 | 46.67% | -34.58% | +28.33% | -21.67% | -50.00% | -00:44 | -01:29 | -01:29 | -01:29 | -01:28 | 05:21 | 00:01 | 00:00 | |
Helm of Iron Will | 2 | 6.45% | 51.9 | 100.00% | +37.93% | 0.00% | 0.00% | 0.00% | 45:38 | 44:09 | 44:09 | 47:06 | 47:06 | 47:06 | 02:57 | 02:11 | |
Nullifier | 2 | 6.45% | 50.0 | 100.00% | +37.93% | 0.00% | 0.00% | 0.00% | 46:13 | 45:06 | 45:06 | 47:19 | 47:19 | 47:19 | 02:13 | 01:38 | |
Orb of Venom | 3 | 9.68% | 48.1 | 66.67% | +2.38% | -66.67% | 0.00% | 0.00% | -00:28 | -01:29 | -01:29 | -01:29 | 01:35 | 01:35 | 03:04 | 02:16 | |
Abyssal Blade | 3 | 9.68% | 46.2 | 66.67% | +2.38% | +33.33% | 0.00% | 0.00% | 44:02 | 32:46 | 32:46 | 46:36 | 52:45 | 52:45 | 19:59 | 14:48 | |
Swift Blink | 3 | 9.68% | 44.2 | 66.67% | +2.38% | +33.33% | 0.00% | 0.00% | 42:26 | 35:02 | 35:02 | 41:18 | 50:57 | 50:57 | 15:55 | 11:47 | |
Moon Shard | 3 | 9.68% | 42.3 | 66.67% | +2.38% | -66.67% | 0.00% | 0.00% | 48:08 | 45:56 | 45:56 | 49:08 | 49:20 | 49:20 | 03:24 | 02:31 | |
Vanguard | 3 | 9.68% | 40.4 | 66.67% | +2.38% | +33.33% | 0.00% | 0.00% | 42:43 | 28:53 | 28:53 | 46:31 | 52:45 | 52:45 | 23:52 | 17:40 | |
Scythe of Vyse | 3 | 9.68% | 38.5 | 66.67% | +2.38% | +33.33% | 0.00% | 0.00% | 41:31 | 36:35 | 36:35 | 37:24 | 50:33 | 50:33 | 13:58 | 10:20 | |
Magic Wand | 7 | 22.58% | 36.5 | 42.86% | -27.97% | +7.14% | -42.86% | -50.00% | 04:14 | -01:29 | 01:50 | 02:01 | 02:50 | 16:30 | 01:00 | 00:44 | |
Wraith Pact | 4 | 12.90% | 34.6 | 50.00% | -16.67% | -50.00% | +50.00% | 0.00% | 23:09 | 14:26 | 14:26 | 20:13 | 22:41 | 35:16 | 08:15 | 06:06 | |
Javelin | 1 | 3.23% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 51:01 | 00:00 | 00:00 | |
Monkey King Bar | 1 | 3.23% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 51:07 | 00:00 | 00:00 | |
Refresher Orb | 1 | 3.23% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:13 | 60:13 | 60:13 | 60:13 | 60:13 | 60:13 | 00:00 | 00:00 | |
Divine Rapier | 1 | 3.23% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 | |
Buckler | 5 | 16.13% | 25.0 | 40.00% | -29.23% | +60.00% | +60.00% | 0.00% | 17:38 | 07:18 | 07:18 | 15:05 | 22:30 | 34:48 | 15:12 | 11:15 | |
Vladmir's Offering | 5 | 16.13% | 23.1 | 40.00% | -29.23% | -40.00% | +60.00% | 5.79% | 22:40 | 10:41 | 10:41 | 20:14 | 27:57 | 34:49 | 17:16 | 12:47 | |
Ring of Protection | 5 | 16.13% | 21.2 | 40.00% | -29.23% | +60.00% | +60.00% | 0.00% | 17:37 | 07:18 | 07:18 | 15:05 | 22:29 | 34:48 | 15:11 | 11:14 | |
Morbid Mask | 6 | 19.35% | 19.2 | 33.33% | -38.67% | +16.67% | +66.67% | 3.50% | 24:08 | 09:42 | 19:02 | 20:05 | 33:20 | 34:48 | 14:18 | 10:35 | |
Meteor Hammer | 3 | 9.68% | 17.3 | 33.33% | -34.53% | +66.67% | 0.00% | 0.00% | 12:56 | 12:18 | 12:18 | 12:21 | 14:10 | 14:10 | 01:52 | 01:22 | |
Crown | 3 | 9.68% | 15.4 | 33.33% | -34.53% | +66.67% | 0.00% | 0.00% | 08:21 | 06:59 | 06:59 | 06:59 | 11:06 | 11:06 | 04:07 | 03:02 | |
Hood of Defiance | 4 | 12.90% | 13.5 | 25.00% | -45.37% | -25.00% | -25.00% | 0.00% | 15:37 | 13:06 | 13:06 | 14:54 | 16:50 | 17:38 | 03:44 | 02:45 | |
Headdress | 4 | 12.90% | 11.5 | 25.00% | -45.37% | +75.00% | -25.00% | 0.00% | 19:50 | 15:37 | 15:37 | 18:24 | 20:14 | 25:03 | 04:37 | 03:25 | |
Pipe of Insight | 4 | 12.90% | 9.6 | 25.00% | -45.37% | +75.00% | -25.00% | 0.00% | 21:49 | 18:55 | 18:55 | 21:26 | 21:33 | 25:20 | 02:38 | 01:57 | |
Force Staff | 1 | 3.23% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 | |
Shadow Blade | 1 | 3.23% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 3.23% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 | |
Satanic | 1 | 3.23% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |