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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 | |
Aghanim's Scepter | 28 | 41.18% | 100.0 | 71.43% | +41.43% | +14.28% | -28.57% | -3.99% | 31:29 | 17:24 | 24:45 | 30:46 | 35:29 | 47:16 | 10:44 | 07:57 | |
Black King Bar | 20 | 29.41% | 98.1 | 60.00% | +18.33% | 0.00% | 0.00% | 0.00% | 31:30 | 23:16 | 26:19 | 31:12 | 35:55 | 41:26 | 09:36 | 07:06 | |
Bracer | 41 | 60.29% | 96.2 | 51.22% | +10.48% | -21.22% | +28.78% | 23.81% | 03:46 | 00:43 | 02:05 | 02:43 | 04:11 | 16:05 | 02:06 | 01:33 | |
Magic Stick | 53 | 77.94% | 94.3 | 49.06% | +9.06% | +4.79% | -10.60% | -4.99% | 03:40 | -01:29 | 01:34 | 03:30 | 04:39 | 12:42 | 03:05 | 02:17 | |
Boots of Speed | 68 | 100.00% | 92.5 | 47.06% | +47.06% | -5.88% | 0.00% | 2.80% | 04:19 | -01:29 | 02:57 | 03:54 | 05:03 | 12:46 | 02:06 | 01:33 | |
Blink Dagger | 61 | 89.71% | 90.6 | 47.54% | +4.68% | +12.46% | +5.79% | -1.36% | 18:03 | 10:03 | 15:16 | 17:02 | 20:10 | 34:04 | 04:54 | 03:37 | |
Quelling Blade | 64 | 94.12% | 88.7 | 46.88% | -3.12% | +9.37% | +3.12% | 0.00% | -01:17 | -01:29 | -01:29 | -01:29 | -01:29 | 04:04 | 00:00 | 00:00 | |
Wind Lace | 36 | 52.94% | 86.8 | 50.00% | +6.25% | +5.56% | +5.56% | 0.00% | 08:16 | -01:29 | 04:47 | 07:55 | 09:35 | 26:37 | 04:48 | 03:33 | |
Power Treads | 62 | 91.18% | 84.9 | 45.16% | -21.51% | -7.66% | +14.84% | 8.04% | 09:14 | 05:20 | 07:34 | 08:33 | 10:22 | 18:32 | 02:48 | 02:04 | |
Magic Wand | 50 | 73.53% | 83.0 | 46.00% | -4.00% | +15.54% | -12.67% | -8.55% | 07:17 | 01:54 | 04:49 | 06:18 | 08:07 | 22:22 | 03:18 | 02:26 | |
Headdress | 9 | 13.24% | 81.1 | 66.67% | +22.60% | -16.67% | +33.33% | 4.85% | 28:02 | 18:04 | 22:27 | 28:59 | 32:46 | 34:28 | 10:19 | 07:38 | |
Pipe of Insight | 9 | 13.24% | 79.2 | 66.67% | +22.60% | -16.67% | +33.33% | 4.98% | 29:37 | 21:47 | 22:44 | 30:55 | 32:46 | 38:12 | 10:02 | 07:25 | |
Ring of Protection | 16 | 23.53% | 77.4 | 56.25% | +12.02% | -31.25% | +18.75% | 50.00% | 04:17 | -01:29 | -01:29 | -01:29 | -01:20 | 31:32 | 00:09 | 00:06 | |
Tranquil Boots | 5 | 7.35% | 75.5 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 09:25 | 03:43 | 03:43 | 05:01 | 09:31 | 24:56 | 05:48 | 04:17 | |
Ring of Health | 15 | 22.06% | 73.6 | 53.33% | +8.05% | +21.67% | -3.33% | -3.08% | 25:05 | 09:36 | 18:18 | 22:46 | 26:25 | 1:06:20 | 08:07 | 06:00 | |
Hood of Defiance | 10 | 14.71% | 71.7 | 60.00% | +15.17% | -26.67% | +40.00% | 8.57% | 22:51 | 11:09 | 19:22 | 21:08 | 27:09 | 33:55 | 07:47 | 05:45 | |
Crown | 27 | 39.71% | 69.8 | 44.44% | -4.34% | -30.15% | +26.99% | 23.01% | 11:21 | 03:40 | 09:39 | 11:09 | 12:08 | 19:52 | 02:29 | 01:50 | |
Drum of Endurance | 27 | 39.71% | 67.9 | 44.44% | -4.34% | -30.15% | +26.99% | 18.43% | 13:26 | 06:57 | 11:23 | 12:47 | 14:29 | 22:09 | 03:06 | 02:17 | |
Medallion of Courage | 4 | 5.88% | 66.0 | 75.00% | +29.69% | -75.00% | +25.00% | 0.00% | 17:34 | 08:15 | 08:15 | 16:08 | 19:18 | 26:36 | 11:03 | 08:11 | |
Blight Stone | 4 | 5.88% | 64.2 | 75.00% | +29.69% | -75.00% | +25.00% | 0.00% | 15:39 | 05:18 | 05:18 | 13:35 | 17:05 | 26:36 | 11:47 | 08:43 | |
Assault Cuirass | 4 | 5.88% | 62.3 | 75.00% | +29.69% | +25.00% | -75.00% | 0.00% | 37:27 | 31:04 | 31:04 | 32:03 | 42:35 | 44:07 | 11:31 | 08:31 | |
Buckler | 4 | 5.88% | 60.4 | 75.00% | +29.69% | +25.00% | -75.00% | 0.00% | 30:23 | 23:23 | 23:23 | 30:48 | 31:32 | 35:49 | 08:09 | 06:02 | |
Force Staff | 2 | 2.94% | 58.5 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 25:13 | 20:13 | 20:13 | 30:12 | 30:12 | 30:12 | 09:59 | 07:23 | |
Orb of Venom | 10 | 14.71% | 56.6 | 50.00% | +3.45% | -50.00% | +50.00% | 100.00% | 00:09 | -01:29 | -01:29 | -01:29 | 01:06 | 06:17 | 02:35 | 01:54 | |
Chainmail | 8 | 11.76% | 54.7 | 50.00% | +3.33% | -50.00% | 0.00% | 4.59% | 18:11 | 05:15 | 07:42 | 12:15 | 18:36 | 49:51 | 10:54 | 08:04 | |
Sange | 9 | 13.24% | 52.8 | 44.44% | -3.02% | +5.56% | +5.56% | 0.00% | 34:36 | 21:36 | 23:14 | 32:33 | 40:06 | 55:31 | 16:52 | 12:29 | |
Hand of Midas | 3 | 4.41% | 50.9 | 66.67% | +20.52% | +33.33% | 0.00% | 0.00% | 11:51 | 11:07 | 11:07 | 12:03 | 12:24 | 12:24 | 01:17 | 00:57 | |
Yasha | 1 | 1.47% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 25:58 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 1.47% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:30 | 26:30 | 26:30 | 26:30 | 26:30 | 26:30 | 00:00 | 00:00 | |
Solar Crest | 1 | 1.47% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 34:16 | 00:00 | 00:00 | |
Ring of Tarrasque | 1 | 1.47% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 06:56 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 1.47% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 1.47% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 13:41 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.47% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 | |
Heaven's Halberd | 5 | 7.35% | 35.8 | 40.00% | -7.62% | -40.00% | +60.00% | 6.04% | 38:23 | 27:45 | 27:45 | 41:42 | 44:19 | 46:26 | 16:34 | 12:16 | |
Vanguard | 2 | 2.94% | 34.0 | 50.00% | +3.03% | +50.00% | 0.00% | 0.00% | 30:46 | 26:59 | 26:59 | 34:33 | 34:33 | 34:33 | 07:34 | 05:36 | |
Lotus Orb | 2 | 2.94% | 32.1 | 50.00% | +3.03% | +50.00% | 0.00% | 0.00% | 46:35 | 26:28 | 26:28 | 1:06:42 | 1:06:42 | 1:06:42 | 40:14 | 29:48 | |
Void Stone | 2 | 2.94% | 30.2 | 50.00% | +3.03% | +50.00% | 0.00% | 0.00% | 37:20 | 21:27 | 21:27 | 53:13 | 53:13 | 53:13 | 31:46 | 23:31 | |
Phase Boots | 2 | 2.94% | 28.3 | 50.00% | +3.03% | -50.00% | 0.00% | 0.00% | 12:02 | 09:48 | 09:48 | 14:15 | 14:15 | 14:15 | 04:27 | 03:17 | |
Echo Sabre | 3 | 4.41% | 26.4 | 33.33% | -14.36% | -33.33% | 0.00% | 0.00% | 18:03 | 15:13 | 15:13 | 18:36 | 20:20 | 20:20 | 05:07 | 03:47 | |
Ring of Basilius | 4 | 5.88% | 24.5 | 25.00% | -23.44% | -25.00% | +75.00% | 0.00% | 18:13 | 14:26 | 14:26 | 15:27 | 19:51 | 23:09 | 05:25 | 04:00 | |
Vladmir's Offering | 4 | 5.88% | 22.6 | 25.00% | -23.44% | -25.00% | +75.00% | 0.00% | 21:12 | 15:44 | 15:44 | 20:15 | 21:57 | 26:50 | 06:13 | 04:36 | |
Morbid Mask | 5 | 7.35% | 20.8 | 20.00% | -29.21% | -20.00% | -20.00% | 0.00% | 23:09 | 11:41 | 11:41 | 19:51 | 24:38 | 43:35 | 12:57 | 09:35 | |
Shadow Blade | 1 | 1.47% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 00:00 | 00:00 | |
Battle Fury | 1 | 1.47% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:35 | 59:35 | 59:35 | 59:35 | 59:35 | 59:35 | 00:00 | 00:00 | |
Blade Mail | 1 | 1.47% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 00:00 | 00:00 | |
Crimson Guard | 1 | 1.47% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 1.47% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 22:38 | 00:00 | 00:00 | |
Silver Edge | 1 | 1.47% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:58 | 49:58 | 49:58 | 49:58 | 49:58 | 49:58 | 00:00 | 00:00 | |
Wraith Band | 2 | 2.94% | 7.5 | 0.00% | -48.48% | 0.00% | 0.00% | 0.00% | 04:22 | 02:35 | 02:35 | 06:09 | 06:09 | 06:09 | 03:34 | 02:38 | |
Boots of Travel | 1 | 1.47% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:43 | 1:01:43 | 1:01:43 | 1:01:43 | 1:01:43 | 1:01:43 | 00:00 | 00:00 | |
Bottle | 1 | 1.47% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 1.47% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |