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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 | |
Blink Dagger | 31 | 93.94% | 100.0 | 45.16% | +45.16% | +29.84% | -20.16% | -12.55% | 20:43 | 15:49 | 18:55 | 20:10 | 22:54 | 30:08 | 03:59 | 02:57 | |
Magic Stick | 32 | 96.97% | 97.4 | 43.75% | +43.75% | +6.25% | -31.25% | -7.38% | 03:42 | -01:29 | 01:21 | 02:06 | 06:26 | 14:26 | 05:05 | 03:45 | |
Boots of Speed | 33 | 100.00% | 94.7 | 42.42% | +42.42% | -4.92% | -17.42% | -3.46% | 02:24 | -01:30 | -01:29 | 03:46 | 05:06 | 09:35 | 06:35 | 04:52 | |
Magic Wand | 27 | 81.82% | 92.1 | 44.44% | +11.11% | -1.58% | -1.58% | 0.00% | 10:20 | 03:08 | 07:03 | 09:20 | 11:46 | 22:17 | 04:43 | 03:29 | |
Fluffy Hat | 11 | 33.33% | 89.5 | 54.55% | +18.19% | +12.12% | -21.22% | -1.93% | 20:56 | 09:05 | 09:48 | 21:02 | 27:05 | 35:07 | 17:17 | 12:48 | |
Phase Boots | 6 | 18.18% | 86.8 | 66.67% | +29.63% | -16.67% | +33.33% | 9.84% | 14:02 | 07:04 | 10:28 | 10:39 | 15:33 | 27:10 | 05:05 | 03:45 | |
Wind Lace | 26 | 78.79% | 84.2 | 42.31% | -0.55% | +29.12% | +7.69% | -4.29% | 05:22 | -01:29 | 02:16 | 04:56 | 07:16 | 19:33 | 05:00 | 03:42 | |
Shadow Blade | 4 | 12.12% | 81.6 | 75.00% | +37.07% | +25.00% | -75.00% | -24.10% | 31:31 | 28:12 | 28:12 | 32:06 | 32:21 | 33:23 | 04:09 | 03:04 | |
Tranquil Boots | 24 | 72.73% | 78.9 | 37.50% | -18.06% | -4.17% | +12.50% | 4.51% | 09:28 | 03:29 | 06:27 | 09:30 | 10:09 | 21:25 | 03:42 | 02:44 | |
Orb of Venom | 11 | 33.33% | 76.3 | 45.45% | +4.54% | +21.22% | +21.22% | 0.00% | 00:42 | -01:29 | -01:29 | -01:29 | -01:16 | 11:01 | 00:13 | 00:09 | |
Chainmail | 8 | 24.24% | 73.7 | 50.00% | +10.00% | 0.00% | -50.00% | -3.25% | 23:40 | 06:41 | 09:50 | 10:16 | 25:13 | 1:02:38 | 15:23 | 11:23 | |
Force Staff | 5 | 15.15% | 71.1 | 60.00% | +20.71% | +40.00% | +40.00% | 0.00% | 32:25 | 27:26 | 27:26 | 34:37 | 34:40 | 35:20 | 07:14 | 05:21 | |
Black King Bar | 6 | 18.18% | 68.4 | 50.00% | +9.26% | 0.00% | -50.00% | -6.48% | 35:45 | 18:21 | 32:56 | 38:41 | 40:39 | 44:30 | 07:43 | 05:42 | |
Void Stone | 4 | 12.12% | 65.8 | 50.00% | +8.62% | -50.00% | +50.00% | 8.96% | 34:58 | 25:43 | 25:43 | 34:20 | 36:53 | 42:57 | 11:10 | 08:16 | |
Aghanim's Scepter | 1 | 3.03% | 63.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:26 | 34:26 | 34:26 | 34:26 | 34:26 | 34:26 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 3.03% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 3.03% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Arcane Boots | 2 | 6.06% | 55.3 | 50.00% | +8.06% | +50.00% | 0.00% | 0.00% | 39:14 | 25:13 | 25:13 | 53:14 | 53:14 | 53:14 | 28:01 | 20:45 | |
Ring of Health | 2 | 6.06% | 52.6 | 50.00% | +8.06% | -50.00% | 0.00% | 0.00% | 38:37 | 34:17 | 34:17 | 42:57 | 42:57 | 42:57 | 08:40 | 06:25 | |
Orb of Corrosion | 2 | 6.06% | 50.0 | 50.00% | +8.06% | -50.00% | 0.00% | 0.00% | 10:45 | 09:26 | 09:26 | 12:03 | 12:03 | 12:03 | 02:37 | 01:56 | |
Aeon Disk | 2 | 6.06% | 47.4 | 50.00% | +8.06% | +50.00% | 0.00% | 0.00% | 43:18 | 33:38 | 33:38 | 52:57 | 52:57 | 52:57 | 19:19 | 14:18 | |
Blight Stone | 2 | 6.06% | 44.7 | 50.00% | +8.06% | +50.00% | 0.00% | 0.00% | 08:47 | 08:29 | 08:29 | 09:05 | 09:05 | 09:05 | 00:36 | 00:26 | |
Lotus Orb | 2 | 6.06% | 42.1 | 50.00% | +8.06% | -50.00% | 0.00% | 0.00% | 38:40 | 34:20 | 34:20 | 42:59 | 42:59 | 42:59 | 08:39 | 06:24 | |
Ghost Scepter | 2 | 6.06% | 39.5 | 50.00% | +8.06% | -50.00% | 0.00% | 0.00% | 40:39 | 31:36 | 31:36 | 49:42 | 49:42 | 49:42 | 18:06 | 13:24 | |
Ring of Basilius | 3 | 9.09% | 36.8 | 33.33% | -10.00% | +66.67% | 0.00% | -2.11% | 21:54 | 10:34 | 10:34 | 12:58 | 42:10 | 42:10 | 31:36 | 23:24 | |
Morbid Mask | 1 | 3.03% | 34.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 | |
Quelling Blade | 2 | 6.06% | 31.6 | 0.00% | -45.16% | 0.00% | 0.00% | 0.00% | 01:45 | -01:29 | -01:29 | 04:59 | 04:59 | 04:59 | 06:28 | 04:47 | |
Ring of Protection | 2 | 6.06% | 28.9 | 0.00% | -45.16% | 0.00% | 0.00% | 0.00% | 26:57 | 11:44 | 11:44 | 42:09 | 42:09 | 42:09 | 30:25 | 22:31 | |
Vladmir's Offering | 1 | 3.03% | 26.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 3.03% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 | |
Buckler | 1 | 3.03% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 42:09 | 00:00 | 00:00 | |
Soul Ring | 1 | 3.03% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:03 | 12:03 | 12:03 | 12:03 | 12:03 | 12:03 | 00:00 | 00:00 | |
Desolator | 1 | 3.03% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 24:47 | 00:00 | 00:00 | |
Sange | 1 | 3.03% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 | |
Bottle | 1 | 3.03% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 | |
Blade Mail | 1 | 3.03% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 3.03% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 3.03% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 40:25 | 00:00 | 00:00 |