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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 | |
 | Ring of Health | 8 | 8.89% | 100.0 | 87.50% | +42.38% | +12.50% | -37.50% | 0.00% | 36:45 | 28:23 | 29:28 | 34:39 | 40:22 | 46:11 | 10:54 | 08:04 |
 | Guardian Greaves | 5 | 5.56% | 97.6 | 100.00% | +54.12% | 0.00% | 0.00% | 0.00% | 31:54 | 22:03 | 22:03 | 31:32 | 33:41 | 41:32 | 11:38 | 08:37 |
 | Blink Dagger | 54 | 60.00% | 95.1 | 61.11% | +30.55% | +17.46% | +0.43% | -1.34% | 26:30 | 15:05 | 19:41 | 23:36 | 32:22 | 52:05 | 12:41 | 09:23 |
 | Urn of Shadows | 38 | 42.22% | 92.7 | 60.53% | +20.15% | +19.47% | -16.09% | -6.43% | 14:12 | 07:31 | 11:16 | 13:21 | 16:48 | 27:14 | 05:32 | 04:05 |
 | Headdress | 12 | 13.33% | 90.2 | 75.00% | +30.13% | -8.33% | -8.33% | 0.00% | 26:25 | 14:29 | 17:17 | 22:43 | 30:58 | 54:44 | 13:41 | 10:08 |
 | Ring of Basilius | 4 | 4.44% | 87.8 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 32:31 | 10:07 | 10:07 | 29:31 | 35:40 | 54:44 | 25:33 | 18:55 |
 | Orb of Venom | 84 | 93.33% | 85.4 | 50.00% | +16.67% | -11.90% | +11.90% | 23.80% | -01:11 | -01:29 | -01:27 | -01:26 | -01:23 | 03:14 | 00:04 | 00:02 |
 | Boots of Speed | 89 | 98.89% | 82.9 | 49.44% | +49.44% | +0.56% | -13.08% | -7.06% | 03:50 | -01:24 | 02:46 | 03:55 | 04:42 | 07:23 | 01:56 | 01:25 |
 | Ring of Protection | 48 | 53.33% | 80.5 | 52.08% | +6.84% | -2.08% | +6.25% | 2.08% | 13:53 | 01:00 | 09:18 | 11:44 | 13:18 | 56:33 | 04:00 | 02:57 |
 | Arcane Boots | 39 | 43.33% | 78.0 | 53.85% | +8.75% | -13.85% | -13.85% | 0.00% | 14:50 | 06:05 | 10:37 | 13:28 | 16:55 | 33:45 | 06:18 | 04:40 |
 | Magic Stick | 82 | 91.11% | 75.6 | 47.56% | -14.94% | +9.58% | -12.56% | -6.09% | 07:29 | 00:28 | 05:09 | 06:29 | 08:47 | 19:14 | 03:38 | 02:41 |
 | Tranquil Boots | 46 | 51.11% | 73.2 | 50.00% | +2.27% | -8.33% | -4.55% | 0.85% | 13:24 | 01:05 | 10:07 | 11:47 | 14:34 | 56:33 | 04:27 | 03:17 |
 | Aghanim's Scepter | 8 | 8.89% | 70.7 | 75.00% | +28.66% | -25.00% | -25.00% | 0.00% | 35:17 | 22:47 | 31:19 | 33:49 | 35:53 | 46:50 | 04:34 | 03:22 |
 | Magic Wand | 66 | 73.33% | 68.3 | 46.97% | -7.20% | +11.85% | +3.03% | -1.41% | 12:26 | 04:23 | 08:37 | 11:31 | 14:52 | 36:40 | 06:15 | 04:37 |
 | Void Stone | 11 | 12.22% | 65.9 | 63.64% | +16.80% | +3.03% | +3.03% | 0.00% | 33:36 | 19:08 | 23:31 | 35:30 | 40:23 | 47:39 | 16:52 | 12:29 |
 | Force Staff | 18 | 20.00% | 63.4 | 55.56% | +8.34% | +24.44% | -30.56% | -6.73% | 30:10 | 16:47 | 25:39 | 28:54 | 33:49 | 42:18 | 08:10 | 06:02 |
 | Morbid Mask | 3 | 3.33% | 61.0 | 100.00% | +52.87% | 0.00% | 0.00% | 0.00% | 39:58 | 29:31 | 29:31 | 35:40 | 54:44 | 54:44 | 25:13 | 18:40 |
 | Mekansm | 7 | 7.78% | 58.5 | 71.43% | +24.44% | +28.57% | -21.43% | 0.00% | 23:57 | 17:48 | 19:27 | 22:54 | 23:55 | 36:24 | 04:28 | 03:18 |
 | Ghost Scepter | 7 | 7.78% | 56.1 | 71.43% | +24.44% | -21.43% | +28.57% | 0.00% | 36:52 | 26:28 | 28:49 | 34:30 | 35:12 | 1:02:01 | 06:23 | 04:43 |
 | Chainmail | 12 | 13.33% | 53.7 | 58.33% | +10.89% | +41.67% | +8.34% | -2.44% | 25:44 | 14:44 | 17:44 | 21:59 | 31:22 | 52:15 | 13:38 | 10:05 |
 | Buckler | 9 | 10.00% | 51.2 | 55.56% | +7.41% | +44.44% | -55.56% | -13.57% | 21:41 | 15:14 | 15:22 | 19:10 | 22:44 | 33:02 | 07:22 | 05:27 |
 | Glimmer Cape | 9 | 10.00% | 48.8 | 55.56% | +7.41% | +44.44% | -5.56% | -4.17% | 32:50 | 22:35 | 26:33 | 30:54 | 38:32 | 45:43 | 11:59 | 08:52 |
 | Pipe of Insight | 2 | 2.22% | 46.3 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 36:27 | 32:47 | 32:47 | 40:07 | 40:07 | 40:07 | 07:20 | 05:25 |
 | Aether Lens | 2 | 2.22% | 43.9 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 36:17 | 32:41 | 32:41 | 39:52 | 39:52 | 39:52 | 07:11 | 05:19 |
 | Vladmir's Offering | 2 | 2.22% | 41.5 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 45:13 | 35:41 | 35:41 | 54:44 | 54:44 | 54:44 | 19:03 | 14:06 |
 | Hood of Defiance | 2 | 2.22% | 39.0 | 100.00% | +52.27% | 0.00% | 0.00% | 0.00% | 31:41 | 28:23 | 28:23 | 34:59 | 34:59 | 34:59 | 06:36 | 04:53 |
 | Wind Lace | 22 | 24.44% | 36.6 | 36.36% | -16.58% | -3.03% | -16.36% | -0.99% | 20:09 | 06:02 | 11:09 | 19:00 | 24:39 | 46:43 | 13:30 | 10:00 |
 | Helm of Iron Will | 8 | 8.89% | 34.1 | 50.00% | +1.22% | 0.00% | 0.00% | 0.00% | 20:30 | 15:37 | 17:12 | 19:05 | 23:09 | 24:24 | 05:57 | 04:24 |
 | Veil of Discord | 8 | 8.89% | 31.7 | 50.00% | +1.22% | 0.00% | 0.00% | 0.00% | 22:20 | 17:28 | 17:30 | 23:02 | 24:46 | 26:11 | 07:16 | 05:22 |
 | Eul's Scepter of Divinity | 6 | 6.67% | 29.3 | 50.00% | +1.19% | 0.00% | +50.00% | 0.00% | 34:04 | 23:57 | 25:43 | 35:05 | 36:33 | 47:53 | 10:50 | 08:01 |
 | Null Talisman | 12 | 13.33% | 26.8 | 33.33% | -17.95% | -33.33% | +33.34% | 6.78% | 14:43 | 06:55 | 09:13 | 12:58 | 19:03 | 23:09 | 09:50 | 07:17 |
 | Black King Bar | 4 | 4.44% | 24.4 | 50.00% | +1.16% | +50.00% | +50.00% | 0.00% | 37:24 | 26:00 | 26:00 | 34:56 | 43:55 | 44:46 | 17:55 | 13:16 |
 | Blade Mail | 1 | 1.11% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:15 | 52:15 | 52:15 | 52:15 | 52:15 | 52:15 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.11% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.11% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Flying Courier | 12 | 13.33% | 14.6 | 25.00% | -27.56% | -25.00% | -25.00% | 0.00% | 03:18 | 03:00 | 03:01 | 03:11 | 03:19 | 04:05 | 00:18 | 00:13 |
 | Medallion of Courage | 2 | 2.22% | 12.2 | 50.00% | +1.14% | -50.00% | 0.00% | 0.00% | 31:15 | 21:59 | 21:59 | 40:31 | 40:31 | 40:31 | 18:32 | 13:43 |
 | Lotus Orb | 2 | 2.22% | 9.8 | 50.00% | +1.14% | +50.00% | 0.00% | 0.00% | 50:17 | 42:44 | 42:44 | 57:50 | 57:50 | 57:50 | 15:06 | 11:11 |
 | Solar Crest | 2 | 2.22% | 7.3 | 50.00% | +1.14% | -50.00% | 0.00% | 0.00% | 40:07 | 31:36 | 31:36 | 48:38 | 48:38 | 48:38 | 17:02 | 12:37 |
 | Blight Stone | 3 | 3.33% | 4.9 | 33.33% | -16.10% | -33.33% | 0.00% | 0.00% | 20:22 | -01:24 | -01:24 | 21:59 | 40:31 | 40:31 | 41:55 | 31:02 |
 | Shiva's Guard | 1 | 1.11% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |