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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 | |
 | Blink Dagger | 87 | 69.60% | 100.0 | 58.62% | +29.67% | +5.02% | -22.26% | -3.61% | 24:58 | 13:52 | 20:53 | 24:39 | 28:27 | 44:14 | 07:34 | 05:36 |
 | Black King Bar | 28 | 22.40% | 98.0 | 67.86% | +23.53% | +3.57% | -10.72% | -0.85% | 32:46 | 17:41 | 22:25 | 31:09 | 39:19 | 1:02:47 | 16:54 | 12:31 |
 | Morbid Mask | 5 | 4.00% | 96.1 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 27:38 | 17:15 | 17:15 | 27:23 | 33:31 | 37:47 | 16:16 | 12:02 |
 | Ring of Basilius | 5 | 4.00% | 94.1 | 100.00% | +52.50% | 0.00% | 0.00% | 0.00% | 26:57 | 17:14 | 17:14 | 27:23 | 33:31 | 37:47 | 16:17 | 12:03 |
 | Skull Basher | 15 | 12.00% | 92.2 | 73.33% | +26.97% | +26.67% | -23.33% | -3.46% | 34:40 | 14:03 | 24:48 | 32:12 | 39:16 | 58:35 | 14:28 | 10:42 |
 | Aether Lens | 59 | 47.20% | 90.2 | 57.63% | +15.21% | +9.04% | +15.70% | 0.94% | 22:24 | 12:35 | 17:10 | 20:04 | 24:13 | 43:04 | 07:03 | 05:13 |
 | Void Stone | 62 | 49.60% | 88.2 | 56.45% | +13.59% | -0.20% | +3.55% | 0.33% | 21:35 | 09:45 | 14:59 | 17:53 | 26:30 | 45:34 | 11:31 | 08:31 |
 | Ring of Protection | 16 | 12.80% | 86.3 | 68.75% | +21.96% | +6.25% | +6.25% | 0.00% | 11:59 | -01:29 | 03:39 | 05:25 | 17:14 | 37:46 | 13:35 | 10:03 |
 | Magic Stick | 109 | 87.20% | 84.3 | 50.46% | +6.71% | +8.80% | -6.02% | -5.89% | 02:04 | -01:29 | -01:29 | 02:01 | 04:00 | 11:07 | 05:29 | 04:03 |
 | Boots of Speed | 125 | 100.00% | 82.4 | 49.60% | +49.60% | +8.46% | -17.34% | -7.17% | 05:21 | -01:29 | 03:44 | 06:02 | 07:20 | 13:27 | 03:36 | 02:40 |
 | Bracer | 20 | 16.00% | 80.4 | 65.00% | +18.33% | +15.00% | -45.00% | -5.14% | 09:21 | -01:29 | 01:51 | 06:52 | 13:32 | 28:51 | 11:41 | 08:39 |
 | Magic Wand | 77 | 61.60% | 78.4 | 51.95% | +6.12% | -4.58% | +5.94% | 1.98% | 09:21 | 02:19 | 06:15 | 08:45 | 11:34 | 28:38 | 05:19 | 03:56 |
 | Tranquil Boots | 46 | 36.80% | 76.5 | 54.35% | +7.51% | +12.32% | +9.29% | -0.36% | 15:01 | 06:15 | 10:16 | 12:49 | 18:43 | 29:43 | 08:27 | 06:15 |
 | Vladmir's Offering | 4 | 3.20% | 74.5 | 100.00% | +52.07% | 0.00% | 0.00% | 0.00% | 29:17 | 20:54 | 20:54 | 24:11 | 34:14 | 37:48 | 13:20 | 09:52 |
 | Wind Lace | 52 | 41.60% | 72.5 | 51.92% | +3.97% | +25.00% | -13.46% | -5.17% | 12:17 | -01:29 | 08:03 | 09:58 | 15:29 | 50:43 | 07:26 | 05:30 |
 | Arcane Boots | 56 | 44.80% | 70.6 | 50.00% | +0.72% | -7.14% | 0.00% | 1.31% | 13:51 | 05:03 | 10:08 | 12:58 | 15:36 | 28:31 | 05:28 | 04:02 |
 | Buckler | 6 | 4.80% | 68.6 | 83.33% | +35.43% | -33.33% | +16.67% | 4.93% | 23:05 | 14:02 | 17:14 | 17:14 | 27:23 | 37:46 | 10:09 | 07:31 |
 | Phase Boots | 21 | 16.80% | 66.7 | 57.14% | +9.06% | +42.86% | -17.14% | -10.84% | 12:34 | 08:09 | 09:56 | 11:33 | 15:28 | 24:12 | 05:32 | 04:05 |
 | Chainmail | 24 | 19.20% | 64.7 | 54.17% | +5.66% | +29.16% | -20.84% | -8.09% | 12:36 | 04:56 | 08:49 | 10:10 | 15:00 | 31:59 | 06:11 | 04:34 |
 | Soul Ring | 7 | 5.60% | 62.7 | 71.43% | +23.12% | +28.57% | -21.43% | -30.61% | 04:43 | 03:37 | 03:47 | 04:24 | 05:25 | 06:29 | 01:38 | 01:12 |
 | Headdress | 5 | 4.00% | 60.8 | 80.00% | +31.67% | +20.00% | +20.00% | 0.00% | 02:08 | -01:30 | -01:30 | -01:29 | -01:29 | 16:39 | 00:01 | 00:00 |
 | Quelling Blade | 16 | 12.80% | 58.8 | 50.00% | +0.46% | 0.00% | -25.00% | -25.00% | 01:09 | -01:30 | -01:29 | -01:29 | 02:20 | 11:37 | 03:49 | 02:49 |
 | Orb of Venom | 39 | 31.20% | 56.9 | 38.46% | -16.19% | -28.46% | +21.54% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 03:03 | 00:00 | 00:00 |
 | Fluffy Hat | 16 | 12.80% | 54.9 | 43.75% | -6.71% | +6.25% | +6.25% | 0.00% | 13:51 | 03:16 | 08:12 | 11:38 | 14:36 | 33:36 | 06:24 | 04:44 |
 | Orb of Corrosion | 2 | 1.60% | 52.9 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 03:59 | 03:17 | 03:17 | 04:40 | 04:40 | 04:40 | 01:23 | 01:01 |
 | Ring of Health | 8 | 6.40% | 51.0 | 50.00% | +0.43% | 0.00% | 0.00% | 0.00% | 42:26 | 14:16 | 26:09 | 32:10 | 45:26 | 1:14:15 | 19:17 | 14:17 |
 | Blight Stone | 6 | 4.80% | 49.0 | 50.00% | +0.42% | 0.00% | -50.00% | -2.09% | 13:10 | 02:22 | 02:37 | 03:15 | 26:31 | 31:59 | 23:54 | 17:42 |
 | Wraith Band | 3 | 2.40% | 47.1 | 66.67% | +17.49% | +33.33% | 0.00% | 0.00% | 28:58 | 12:21 | 12:21 | 26:32 | 48:00 | 48:00 | 35:39 | 26:24 |
 | Crystalys | 3 | 2.40% | 45.1 | 66.67% | +17.49% | +33.33% | 0.00% | 0.00% | 37:01 | 36:12 | 36:12 | 36:20 | 38:31 | 38:31 | 02:19 | 01:42 |
 | Abyssal Blade | 3 | 2.40% | 43.1 | 66.67% | +17.49% | +33.33% | 0.00% | 0.00% | 59:41 | 33:52 | 33:52 | 1:10:49 | 1:14:23 | 1:14:23 | 40:31 | 30:00 |
 | Ghost Scepter | 4 | 3.20% | 41.2 | 50.00% | +0.41% | -50.00% | +50.00% | 0.00% | 34:08 | 26:52 | 26:52 | 30:49 | 32:45 | 46:04 | 05:53 | 04:21 |
 | Vanguard | 4 | 3.20% | 39.2 | 50.00% | +0.41% | -50.00% | +50.00% | 0.00% | 50:51 | 26:09 | 26:09 | 32:10 | 1:10:49 | 1:14:16 | 44:40 | 33:05 |
 | Meteor Hammer | 1 | 0.80% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 32:13 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.80% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.80% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.80% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.80% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 00:00 | 00:00 |
 | Drum of Endurance | 5 | 4.00% | 27.5 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 25:18 | 20:20 | 20:20 | 23:45 | 26:54 | 33:42 | 06:34 | 04:51 |
 | Force Staff | 5 | 4.00% | 25.5 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 30:27 | 21:47 | 21:47 | 28:10 | 33:37 | 45:18 | 11:50 | 08:45 |
 | Aghanim's Shard | 6 | 4.80% | 23.5 | 33.33% | -17.09% | +16.67% | -33.33% | -6.83% | 35:45 | 15:01 | 29:57 | 33:07 | 37:16 | 1:03:30 | 07:19 | 05:25 |
 | Crown | 2 | 1.60% | 21.6 | 50.00% | +0.41% | -50.00% | 0.00% | 0.00% | 26:30 | 21:21 | 21:21 | 31:38 | 31:38 | 31:38 | 10:17 | 07:37 |
 | Urn of Shadows | 3 | 2.40% | 19.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 14:21 | 11:37 | 11:37 | 13:34 | 17:51 | 17:51 | 06:14 | 04:37 |
 | Medallion of Courage | 3 | 2.40% | 17.6 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 23:43 | 12:13 | 12:13 | 26:57 | 31:59 | 31:59 | 19:46 | 14:38 |
 | Solar Crest | 1 | 0.80% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Glimmer Cape | 3 | 2.40% | 13.7 | 0.00% | -50.82% | 0.00% | 0.00% | 0.00% | 27:17 | 22:17 | 22:17 | 29:06 | 30:27 | 30:27 | 08:10 | 06:02 |
 | Lotus Orb | 2 | 1.60% | 11.8 | 0.00% | -50.41% | 0.00% | 0.00% | 0.00% | 45:34 | 45:27 | 45:27 | 45:40 | 45:40 | 45:40 | 00:13 | 00:09 |
 | Spirit Vessel | 1 | 0.80% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.80% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 3 | 2.40% | 5.9 | 0.00% | -50.82% | 0.00% | 0.00% | 0.00% | 25:59 | 03:31 | 03:31 | 34:27 | 39:58 | 39:58 | 36:27 | 27:00 |
 | Armlet of Mordiggian | 1 | 0.80% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:07 | 11:07 | 11:07 | 11:07 | 11:07 | 11:07 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.80% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |