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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 | |
 | Tranquil Boots | 28 | 26.67% | 100.0 | 60.71% | +25.65% | -3.57% | +10.72% | 1.49% | 19:07 | 05:45 | 13:12 | 18:22 | 22:47 | 35:22 | 09:35 | 07:05 |
 | Wind Lace | 39 | 37.14% | 97.1 | 56.41% | +23.08% | +3.59% | +13.59% | 0.82% | 12:28 | -01:29 | 05:34 | 10:12 | 17:47 | 34:36 | 12:13 | 09:02 |
 | Blink Dagger | 15 | 14.29% | 94.3 | 66.67% | +28.89% | +8.33% | +8.33% | 0.00% | 36:17 | 23:06 | 27:08 | 35:03 | 43:08 | 48:24 | 16:00 | 11:51 |
 | Aghanim's Shard | 77 | 73.33% | 91.4 | 46.75% | +18.18% | +5.88% | -25.70% | -5.18% | 25:27 | 20:00 | 21:42 | 24:49 | 27:48 | 42:10 | 06:06 | 04:31 |
 | Aether Lens | 71 | 67.62% | 88.6 | 46.48% | +14.13% | -13.15% | +3.52% | 3.45% | 21:15 | 11:06 | 16:56 | 19:55 | 21:46 | 51:49 | 04:50 | 03:34 |
 | Arcane Boots | 88 | 83.81% | 85.7 | 44.32% | +14.91% | -7.96% | -12.50% | -1.04% | 12:33 | 06:59 | 10:02 | 12:20 | 14:25 | 33:07 | 04:23 | 03:14 |
 | Void Stone | 73 | 69.52% | 82.9 | 45.21% | +10.83% | -6.32% | +4.79% | 1.97% | 19:51 | 09:53 | 15:23 | 18:19 | 21:01 | 41:30 | 05:38 | 04:10 |
 | Force Staff | 17 | 16.19% | 80.0 | 58.82% | +20.18% | -8.82% | +16.18% | 2.84% | 27:23 | 17:33 | 22:08 | 25:45 | 30:56 | 48:43 | 08:48 | 06:31 |
 | Boots of Speed | 105 | 100.00% | 77.1 | 41.90% | +41.90% | +0.41% | -3.44% | -1.26% | 05:49 | -01:29 | 04:14 | 05:45 | 07:18 | 11:41 | 03:04 | 02:16 |
 | Fluffy Hat | 29 | 27.62% | 74.3 | 51.72% | +13.56% | -23.15% | +33.99% | 4.36% | 18:42 | -01:29 | 12:06 | 20:09 | 25:12 | 34:09 | 13:06 | 09:42 |
 | Magic Stick | 91 | 86.67% | 71.4 | 41.76% | -1.10% | -6.98% | -11.33% | -0.80% | 03:00 | -01:29 | -01:29 | 01:29 | 06:57 | 17:42 | 08:26 | 06:14 |
 | Ring of Basilius | 14 | 13.33% | 68.6 | 50.00% | +9.34% | +25.00% | -50.00% | -12.36% | 06:03 | -01:29 | 03:05 | 05:35 | 09:09 | 11:46 | 06:04 | 04:29 |
 | Ghost Scepter | 17 | 16.19% | 65.7 | 47.06% | +6.15% | -22.06% | +27.94% | 9.49% | 29:46 | 16:37 | 25:08 | 27:26 | 30:24 | 57:26 | 05:16 | 03:54 |
 | Aeon Disk | 4 | 3.81% | 62.9 | 75.00% | +34.41% | -75.00% | +25.00% | 0.00% | 45:17 | 37:01 | 37:01 | 39:45 | 48:47 | 55:35 | 11:46 | 08:42 |
 | Magic Wand | 36 | 34.29% | 60.0 | 33.33% | -13.05% | 0.00% | 0.00% | 0.00% | 10:11 | 02:58 | 07:37 | 09:25 | 11:40 | 23:52 | 04:03 | 03:00 |
 | Glimmer Cape | 23 | 21.90% | 57.1 | 34.78% | -9.12% | -34.78% | +15.22% | 3.90% | 29:24 | 16:50 | 22:35 | 27:58 | 35:25 | 46:28 | 12:50 | 09:30 |
 | Scythe of Vyse | 3 | 2.86% | 54.3 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 40:18 | 38:41 | 38:41 | 39:28 | 42:44 | 42:44 | 04:03 | 03:00 |
 | Octarine Core | 3 | 2.86% | 51.4 | 66.67% | +25.49% | -66.67% | 0.00% | 0.00% | 44:05 | 36:56 | 36:56 | 37:12 | 58:07 | 58:07 | 21:11 | 15:41 |
 | Aghanim's Scepter | 13 | 12.38% | 48.6 | 30.77% | -12.71% | -30.77% | +35.90% | 5.26% | 35:22 | 25:19 | 27:41 | 35:00 | 40:21 | 49:41 | 12:40 | 09:22 |
 | Lotus Orb | 1 | 0.95% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 50:27 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.95% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.95% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Veil of Discord | 2 | 1.90% | 37.1 | 50.00% | +8.25% | +50.00% | 0.00% | 0.00% | 16:38 | 16:03 | 16:03 | 17:12 | 17:12 | 17:12 | 01:09 | 00:51 |
 | Ring of Protection | 3 | 2.86% | 34.3 | 33.33% | -8.83% | -33.33% | 0.00% | 0.00% | 07:03 | 05:27 | 05:27 | 06:20 | 09:21 | 09:21 | 03:54 | 02:53 |
 | Quelling Blade | 3 | 2.86% | 31.4 | 33.33% | -8.83% | -33.33% | 0.00% | 0.00% | 16:24 | 05:26 | 05:26 | 07:42 | 36:03 | 36:03 | 30:37 | 22:40 |
 | Urn of Shadows | 3 | 2.86% | 28.6 | 33.33% | -8.83% | -33.33% | 0.00% | 0.00% | 07:56 | 06:02 | 06:02 | 06:55 | 10:51 | 10:51 | 04:49 | 03:34 |
 | Crown | 4 | 3.81% | 25.7 | 25.00% | -17.57% | -25.00% | -25.00% | 0.00% | 17:15 | 11:11 | 11:11 | 11:39 | 16:22 | 29:49 | 05:11 | 03:50 |
 | Solar Crest | 2 | 1.90% | 22.9 | 0.00% | -42.72% | 0.00% | 0.00% | 0.00% | 26:29 | 21:39 | 21:39 | 31:19 | 31:19 | 31:19 | 09:40 | 07:09 |
 | Medallion of Courage | 2 | 1.90% | 20.0 | 0.00% | -42.72% | 0.00% | 0.00% | 0.00% | 21:34 | 15:45 | 15:45 | 27:22 | 27:22 | 27:22 | 11:37 | 08:36 |
 | Chainmail | 2 | 1.90% | 17.1 | 0.00% | -42.72% | 0.00% | 0.00% | 0.00% | 20:44 | 14:53 | 14:53 | 26:34 | 26:34 | 26:34 | 11:41 | 08:39 |
 | Blight Stone | 2 | 1.90% | 14.3 | 0.00% | -42.72% | 0.00% | 0.00% | 0.00% | 20:57 | 14:53 | 14:53 | 27:00 | 27:00 | 27:00 | 12:07 | 08:58 |
 | Headdress | 1 | 0.95% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:58 | 01:58 | 01:58 | 01:58 | 01:58 | 01:58 | 00:00 | 00:00 |
 | Kaya | 1 | 0.95% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 00:00 | 00:00 |
 | Null Talisman | 2 | 1.90% | 5.7 | 0.00% | -42.72% | 0.00% | 0.00% | 0.00% | 13:23 | 05:17 | 05:17 | 21:28 | 21:28 | 21:28 | 16:11 | 11:59 |
 | Bottle | 1 | 0.95% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |