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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 | |
Force Staff | 34 | 19.54% | 100.0 | 73.53% | +30.67% | +4.25% | -11.03% | -1.30% | 27:39 | 14:21 | 21:06 | 27:07 | 32:51 | 44:41 | 11:45 | 08:42 | |
Arcane Boots | 110 | 63.22% | 97.9 | 58.18% | +25.37% | +16.82% | -10.03% | -6.27% | 12:37 | 06:12 | 09:46 | 11:24 | 14:03 | 39:00 | 04:17 | 03:10 | |
Aghanim's Shard | 109 | 62.64% | 95.7 | 55.96% | +19.04% | +21.82% | -11.52% | -6.31% | 25:52 | 20:00 | 22:25 | 24:04 | 27:42 | 51:15 | 05:17 | 03:54 | |
Void Stone | 96 | 55.17% | 93.6 | 55.21% | +14.18% | +11.46% | -5.21% | -1.81% | 20:07 | 09:52 | 14:22 | 17:04 | 23:36 | 40:34 | 09:14 | 06:50 | |
Aghanim's Scepter | 45 | 25.86% | 91.5 | 60.00% | +15.04% | +21.82% | +21.82% | 0.00% | 31:36 | 20:02 | 24:42 | 28:58 | 36:36 | 57:28 | 11:54 | 08:48 | |
Blink Dagger | 26 | 14.94% | 89.4 | 65.38% | +19.43% | -8.24% | -32.05% | -2.33% | 32:08 | 13:14 | 26:32 | 33:09 | 36:46 | 51:57 | 10:14 | 07:34 | |
Fluffy Hat | 54 | 31.03% | 87.2 | 57.41% | +12.41% | -21.70% | -3.56% | 1.22% | 18:33 | 01:45 | 11:23 | 16:47 | 26:18 | 44:41 | 14:55 | 11:02 | |
Aether Lens | 90 | 51.72% | 85.1 | 53.33% | +9.28% | +16.24% | -12.42% | -3.84% | 21:08 | 10:03 | 16:16 | 18:58 | 23:44 | 40:34 | 07:28 | 05:31 | |
Boots of Speed | 174 | 100.00% | 83.0 | 48.85% | +48.85% | +10.24% | -20.94% | -9.40% | 05:07 | -01:29 | 03:32 | 05:23 | 06:51 | 13:07 | 03:19 | 02:27 | |
Ghost Scepter | 26 | 14.94% | 80.9 | 61.54% | +14.92% | +38.46% | -28.21% | -5.14% | 28:57 | 13:56 | 22:25 | 29:42 | 35:24 | 1:01:00 | 12:59 | 09:37 | |
Magic Stick | 155 | 89.08% | 78.7 | 47.74% | -10.15% | +11.23% | -4.15% | -3.69% | 02:43 | -01:29 | -01:29 | 01:37 | 05:39 | 23:17 | 07:08 | 05:17 | |
Magic Wand | 116 | 66.67% | 76.6 | 49.14% | +0.86% | +12.93% | +12.93% | 0.00% | 10:49 | 02:44 | 07:38 | 10:29 | 12:30 | 25:35 | 04:52 | 03:36 | |
Mekansm | 7 | 4.02% | 74.5 | 85.71% | +38.40% | +14.29% | +14.29% | 0.00% | 23:58 | 15:49 | 18:10 | 21:22 | 21:30 | 49:33 | 03:20 | 02:28 | |
Headdress | 7 | 4.02% | 72.3 | 85.71% | +38.40% | +14.29% | +14.29% | 0.00% | 17:26 | -01:26 | 11:19 | 14:35 | 17:23 | 49:33 | 06:04 | 04:29 | |
Chainmail | 13 | 7.47% | 70.2 | 69.23% | +22.03% | -2.56% | +30.77% | 6.67% | 18:07 | 09:49 | 13:15 | 15:15 | 18:15 | 49:33 | 05:00 | 03:42 | |
Crown | 13 | 7.47% | 68.1 | 69.23% | +22.03% | +30.77% | -2.56% | -2.92% | 19:20 | 08:15 | 11:50 | 16:21 | 23:14 | 41:54 | 11:24 | 08:26 | |
Buckler | 4 | 2.30% | 66.0 | 100.00% | +52.35% | 0.00% | 0.00% | 0.00% | 31:43 | 18:54 | 18:54 | 24:08 | 31:17 | 52:33 | 12:23 | 09:10 | |
Wind Lace | 85 | 48.85% | 63.8 | 41.18% | -15.00% | -7.85% | +6.44% | 1.56% | 11:07 | -01:29 | 04:56 | 10:24 | 14:04 | 38:44 | 09:08 | 06:45 | |
Glimmer Cape | 28 | 16.09% | 61.7 | 50.00% | +1.37% | +7.14% | +7.14% | 0.00% | 30:13 | 18:15 | 24:10 | 27:25 | 34:34 | 49:45 | 10:24 | 07:42 | |
Aeon Disk | 9 | 5.17% | 59.6 | 66.67% | +18.79% | -16.67% | +33.33% | 3.54% | 39:41 | 29:56 | 31:00 | 42:33 | 45:07 | 49:36 | 14:07 | 10:27 | |
Guardian Greaves | 3 | 1.72% | 57.4 | 100.00% | +52.05% | 0.00% | 0.00% | 0.00% | 35:13 | 19:49 | 19:49 | 32:46 | 53:03 | 53:03 | 33:14 | 24:37 | |
Lotus Orb | 3 | 1.72% | 55.3 | 100.00% | +52.05% | 0.00% | 0.00% | 0.00% | 34:08 | 28:14 | 28:14 | 35:18 | 38:52 | 38:52 | 10:38 | 07:52 | |
Veil of Discord | 7 | 4.02% | 53.2 | 71.43% | +23.53% | +28.57% | -21.43% | 0.00% | 20:39 | 11:12 | 13:50 | 15:28 | 20:24 | 41:55 | 06:34 | 04:51 | |
Ring of Protection | 7 | 4.02% | 51.1 | 71.43% | +23.53% | -21.43% | +28.57% | 0.00% | 20:47 | -01:29 | 03:46 | 18:54 | 24:07 | 52:33 | 20:21 | 15:04 | |
Ring of Health | 5 | 2.87% | 48.9 | 80.00% | +32.07% | +20.00% | -80.00% | 0.00% | 34:31 | 22:49 | 22:49 | 34:50 | 38:37 | 44:38 | 15:48 | 11:42 | |
Ring of Basilius | 34 | 19.54% | 46.8 | 44.12% | -5.88% | +22.55% | -19.12% | -4.83% | 05:41 | -01:29 | 01:45 | 03:52 | 10:23 | 17:23 | 08:38 | 06:23 | |
Tranquil Boots | 65 | 37.36% | 44.7 | 38.46% | -16.59% | -7.21% | +30.29% | 4.46% | 15:48 | 06:03 | 11:00 | 14:07 | 19:25 | 39:02 | 08:25 | 06:14 | |
Solar Crest | 6 | 3.45% | 42.6 | 66.67% | +18.46% | -16.67% | +33.33% | 0.00% | 21:52 | 16:10 | 16:42 | 21:40 | 26:34 | 28:10 | 09:52 | 07:18 | |
Blight Stone | 7 | 4.02% | 40.4 | 57.14% | +8.64% | -7.14% | +42.86% | 0.00% | 16:30 | 09:55 | 10:19 | 17:39 | 18:16 | 22:37 | 07:57 | 05:53 | |
Medallion of Courage | 7 | 4.02% | 38.3 | 57.14% | +8.64% | -7.14% | +42.86% | 0.00% | 16:54 | 10:43 | 10:59 | 18:08 | 18:32 | 22:37 | 07:33 | 05:35 | |
Ethereal Blade | 2 | 1.15% | 36.2 | 100.00% | +51.74% | 0.00% | 0.00% | 0.00% | 23:40 | 22:32 | 22:32 | 24:47 | 24:47 | 24:47 | 02:15 | 01:40 | |
Null Talisman | 8 | 4.60% | 34.0 | 50.00% | +1.20% | 0.00% | -50.00% | -50.00% | 03:06 | -01:29 | 01:06 | 01:11 | 01:23 | 17:26 | 00:17 | 00:12 | |
Scythe of Vyse | 4 | 2.30% | 31.9 | 50.00% | +1.18% | +50.00% | -50.00% | 0.00% | 38:48 | 30:38 | 30:38 | 33:05 | 45:31 | 45:56 | 14:53 | 11:01 | |
Helm of Iron Will | 1 | 0.57% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 | |
Vanguard | 1 | 0.57% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 | |
Dagon | 1 | 0.57% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 | |
Crimson Guard | 1 | 0.57% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 0.57% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 0.57% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:36 | 1:02:36 | 1:02:36 | 1:02:36 | 1:02:36 | 1:02:36 | 00:00 | 00:00 | |
Morbid Mask | 1 | 0.57% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 00:00 | 00:00 | |
Octarine Core | 3 | 1.72% | 14.9 | 33.33% | -15.79% | -33.33% | 0.00% | 0.00% | 44:05 | 38:13 | 38:13 | 38:32 | 55:29 | 55:29 | 17:16 | 12:47 | |
Quelling Blade | 3 | 1.72% | 12.8 | 33.33% | -15.79% | -33.33% | 0.00% | 0.00% | 12:33 | 02:27 | 02:27 | 11:29 | 23:44 | 23:44 | 21:17 | 15:45 | |
Urn of Shadows | 3 | 1.72% | 10.6 | 33.33% | -15.79% | +66.67% | 0.00% | 0.00% | 09:14 | 04:18 | 04:18 | 06:33 | 16:52 | 16:52 | 12:34 | 09:18 | |
Orb of Venom | 1 | 0.57% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 | |
Refresher Orb | 1 | 0.57% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 45:17 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 0.57% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 | |
Bottle | 1 | 0.57% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:00 | 00:00 |