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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 | 17 | 20.24% | 100.0 | 88.24% | +56.90% | +11.76% | +11.76% | 0.00% | 34:24 | 23:52 | 26:28 | 33:54 | 39:38 | 49:45 | 13:10 | 09:45 |
 | Aghanim's Shard | 55 | 65.48% | 97.3 | 54.55% | +33.86% | +9.74% | -18.84% | -5.51% | 24:39 | 20:00 | 21:26 | 23:16 | 26:37 | 37:16 | 05:11 | 03:50 |
 | Aether Lens | 52 | 61.90% | 94.6 | 50.00% | +18.75% | +11.54% | -3.85% | -2.84% | 20:27 | 10:08 | 16:44 | 19:46 | 22:09 | 36:02 | 05:25 | 04:00 |
 | Void Stone | 54 | 64.29% | 91.9 | 48.15% | +14.82% | +16.14% | +5.70% | -1.63% | 18:46 | 10:05 | 15:15 | 16:25 | 21:39 | 44:12 | 06:24 | 04:44 |
 | Aghanim's Scepter | 19 | 22.62% | 89.2 | 57.89% | +19.43% | +2.11% | +2.11% | 0.00% | 34:23 | 20:20 | 28:31 | 33:48 | 39:19 | 47:53 | 10:48 | 08:00 |
 | Magic Wand | 46 | 54.76% | 86.5 | 47.83% | +10.99% | -6.16% | -2.38% | 0.76% | 11:07 | 01:59 | 08:07 | 10:45 | 13:06 | 29:21 | 04:59 | 03:41 |
 | Boots of Speed | 84 | 100.00% | 83.8 | 42.86% | +42.86% | -9.53% | +4.76% | 4.87% | 05:33 | -01:29 | 04:03 | 05:24 | 06:59 | 12:00 | 02:56 | 02:10 |
 | Magic Stick | 74 | 88.10% | 81.1 | 43.24% | +3.24% | +14.65% | -9.91% | -5.05% | 03:08 | -01:29 | -01:28 | 01:48 | 06:20 | 15:36 | 07:48 | 05:46 |
 | Tranquil Boots | 28 | 33.33% | 78.4 | 50.00% | +10.71% | +21.43% | -7.14% | -2.49% | 19:31 | 06:53 | 11:42 | 17:24 | 23:10 | 42:53 | 11:28 | 08:29 |
 | Null Talisman | 3 | 3.57% | 75.7 | 100.00% | +59.26% | 0.00% | 0.00% | 0.00% | 03:07 | -01:29 | -01:29 | 02:33 | 08:17 | 08:17 | 09:46 | 07:14 |
 | Arcane Boots | 69 | 82.14% | 73.0 | 40.58% | -12.75% | +18.24% | +0.60% | -4.15% | 12:31 | 07:15 | 09:50 | 12:02 | 14:05 | 23:26 | 04:15 | 03:08 |
 | Wind Lace | 36 | 42.86% | 70.3 | 44.44% | +2.77% | -11.11% | -22.22% | -1.10% | 11:55 | -01:29 | 05:33 | 10:36 | 15:40 | 42:44 | 10:07 | 07:29 |
 | Ghost Scepter | 11 | 13.10% | 67.6 | 45.45% | +2.98% | -12.12% | -45.45% | -4.04% | 27:04 | 15:18 | 23:01 | 28:08 | 31:16 | 33:41 | 08:15 | 06:06 |
 | Scythe of Vyse | 5 | 5.95% | 64.9 | 60.00% | +18.23% | +40.00% | +40.00% | 0.00% | 46:34 | 34:36 | 34:36 | 48:05 | 53:35 | 55:44 | 18:59 | 14:03 |
 | Ring of Protection | 3 | 3.57% | 62.2 | 66.67% | +24.69% | +33.33% | 0.00% | 0.00% | 13:30 | 11:32 | 11:32 | 12:01 | 16:56 | 16:56 | 05:24 | 04:00 |
 | Urn of Shadows | 3 | 3.57% | 59.5 | 66.67% | +24.69% | +33.33% | 0.00% | 0.00% | 13:57 | 12:17 | 12:17 | 12:39 | 16:56 | 16:56 | 04:39 | 03:26 |
 | Fluffy Hat | 16 | 19.05% | 56.8 | 31.25% | -14.34% | -6.25% | -6.25% | 0.00% | 13:04 | 02:41 | 09:33 | 12:38 | 16:59 | 21:55 | 07:26 | 05:30 |
 | Ring of Basilius | 8 | 9.52% | 54.1 | 37.50% | -5.92% | +12.50% | +12.50% | 0.00% | 04:53 | -01:29 | 02:02 | 02:53 | 07:34 | 09:51 | 05:32 | 04:05 |
 | Blight Stone | 4 | 4.76% | 51.4 | 50.00% | +7.50% | +50.00% | +50.00% | 0.00% | 26:39 | 16:45 | 16:45 | 22:49 | 29:45 | 37:17 | 13:00 | 09:37 |
 | Ring of Health | 4 | 4.76% | 48.6 | 50.00% | +7.50% | +50.00% | -50.00% | 0.00% | 36:32 | 31:12 | 31:12 | 31:13 | 39:32 | 44:12 | 08:20 | 06:10 |
 | Glimmer Cape | 9 | 10.71% | 45.9 | 33.33% | -10.67% | +16.67% | +16.67% | 0.00% | 30:25 | 22:13 | 24:14 | 31:33 | 32:29 | 38:51 | 08:15 | 06:06 |
 | Spirit Vessel | 1 | 1.19% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.19% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.19% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.19% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 43:20 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.19% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.19% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.19% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Force Staff | 7 | 8.33% | 24.3 | 28.57% | -15.59% | -28.57% | +21.43% | 9.46% | 22:48 | 17:56 | 18:31 | 21:55 | 23:48 | 30:12 | 05:17 | 03:54 |
 | Crown | 2 | 2.38% | 21.6 | 50.00% | +7.32% | -50.00% | 0.00% | 0.00% | 21:13 | 11:35 | 11:35 | 30:50 | 30:50 | 30:50 | 19:15 | 14:15 |
 | Quelling Blade | 2 | 2.38% | 18.9 | 50.00% | +7.32% | -50.00% | 0.00% | 0.00% | 05:07 | -01:29 | -01:29 | 11:43 | 11:43 | 11:43 | 13:12 | 09:46 |
 | Eul's Scepter of Divinity | 2 | 2.38% | 16.2 | 50.00% | +7.32% | -50.00% | 0.00% | 0.00% | 18:28 | 16:07 | 16:07 | 20:49 | 20:49 | 20:49 | 04:42 | 03:28 |
 | Lotus Orb | 3 | 3.57% | 13.5 | 33.33% | -9.88% | +66.67% | 0.00% | 0.00% | 41:04 | 35:16 | 35:16 | 43:32 | 44:25 | 44:25 | 09:09 | 06:46 |
 | Medallion of Courage | 3 | 3.57% | 10.8 | 33.33% | -9.88% | +66.67% | 0.00% | 0.00% | 23:22 | 17:13 | 17:13 | 22:49 | 30:04 | 30:04 | 12:51 | 09:31 |
 | Chainmail | 3 | 3.57% | 8.1 | 33.33% | -9.88% | +66.67% | 0.00% | 0.00% | 22:33 | 16:45 | 16:45 | 22:49 | 28:04 | 28:04 | 11:19 | 08:22 |
 | Ethereal Blade | 3 | 3.57% | 5.4 | 33.33% | -9.88% | -33.33% | 0.00% | 0.00% | 35:27 | 31:02 | 31:02 | 37:30 | 37:49 | 37:49 | 06:47 | 05:01 |
 | Veil of Discord | 1 | 1.19% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |