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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 | |
 | Arcane Boots | 25 | 42.37% | 100.0 | 88.00% | +49.76% | -21.33% | +12.00% | 7.84% | 16:10 | 09:17 | 12:02 | 13:30 | 16:17 | 31:21 | 04:15 | 03:08 |
 | Solar Crest | 13 | 22.03% | 97.1 | 84.62% | +32.45% | -17.95% | +15.38% | 2.48% | 25:50 | 16:17 | 18:43 | 24:53 | 32:09 | 37:07 | 13:26 | 09:57 |
 | Wind Lace | 32 | 54.24% | 94.1 | 71.88% | +27.44% | +3.12% | +28.12% | 2.26% | 13:13 | -01:29 | 06:23 | 10:54 | 17:27 | 37:07 | 11:04 | 08:11 |
 | Crown | 20 | 33.90% | 91.2 | 75.00% | +23.72% | -35.00% | +25.00% | 8.76% | 18:39 | 07:03 | 13:26 | 16:39 | 20:17 | 37:07 | 06:51 | 05:04 |
 | Aghanim's Shard | 39 | 66.10% | 88.2 | 66.67% | +21.67% | -6.67% | -26.67% | -2.99% | 25:20 | 20:00 | 21:35 | 24:13 | 28:16 | 36:58 | 06:41 | 04:57 |
 | Magic Wand | 43 | 72.88% | 85.3 | 65.12% | +21.37% | +7.61% | +16.70% | 3.01% | 12:01 | 03:14 | 10:13 | 11:44 | 13:14 | 29:22 | 03:01 | 02:14 |
 | Magic Stick | 55 | 93.22% | 82.4 | 61.82% | +36.82% | -11.82% | +16.75% | 7.36% | 03:23 | -01:29 | -01:29 | 02:13 | 05:22 | 15:34 | 06:51 | 05:04 |
 | Holy Locket | 13 | 22.03% | 79.4 | 76.92% | +22.57% | -10.25% | +23.08% | 3.58% | 24:15 | 13:24 | 18:19 | 23:40 | 27:38 | 37:58 | 09:19 | 06:54 |
 | Headdress | 13 | 22.03% | 76.5 | 76.92% | +22.57% | -10.25% | +23.08% | 4.03% | 20:49 | -01:29 | 16:27 | 20:16 | 24:43 | 37:22 | 08:16 | 06:07 |
 | Boots of Speed | 58 | 98.31% | 73.5 | 60.34% | +60.34% | +6.33% | -10.34% | -6.41% | 08:06 | 01:43 | 06:43 | 08:07 | 09:19 | 14:49 | 02:36 | 01:55 |
 | Blight Stone | 15 | 25.42% | 70.6 | 73.33% | +18.78% | -23.33% | +1.67% | 1.87% | 19:39 | 07:30 | 13:26 | 16:38 | 26:47 | 37:07 | 13:21 | 09:53 |
 | Chainmail | 15 | 25.42% | 67.6 | 73.33% | +18.78% | -23.33% | +1.67% | 1.88% | 19:17 | 07:30 | 12:15 | 16:38 | 25:32 | 37:07 | 13:17 | 09:50 |
 | Medallion of Courage | 15 | 25.42% | 64.7 | 73.33% | +18.78% | -23.33% | +1.67% | 1.84% | 19:53 | 07:30 | 13:55 | 16:38 | 27:31 | 37:07 | 13:36 | 10:04 |
 | Fluffy Hat | 24 | 40.68% | 61.8 | 66.67% | +12.38% | -33.34% | +33.33% | 7.53% | 20:55 | 11:05 | 15:19 | 20:01 | 24:10 | 36:13 | 08:51 | 06:33 |
 | Ring of Basilius | 42 | 71.19% | 58.8 | 59.52% | +0.70% | +13.21% | -29.52% | -13.64% | 03:48 | -01:29 | 02:14 | 03:08 | 05:22 | 16:38 | 03:08 | 02:19 |
 | Glimmer Cape | 23 | 38.98% | 55.9 | 60.87% | +2.54% | +5.80% | +5.80% | 0.00% | 26:54 | 17:51 | 20:40 | 26:38 | 30:29 | 43:24 | 09:49 | 07:16 |
 | Tranquil Boots | 16 | 27.12% | 52.9 | 62.50% | +4.36% | -37.50% | +37.50% | 13.72% | 16:07 | 10:17 | 11:20 | 13:32 | 16:48 | 35:21 | 05:28 | 04:02 |
 | Void Stone | 4 | 6.78% | 50.0 | 75.00% | +16.82% | +25.00% | -75.00% | 0.00% | 31:46 | 20:09 | 20:09 | 32:59 | 33:32 | 40:22 | 13:23 | 09:54 |
 | Aether Lens | 2 | 3.39% | 47.1 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 33:38 | 33:08 | 33:08 | 34:07 | 34:07 | 34:07 | 00:59 | 00:43 |
 | Force Staff | 10 | 16.95% | 44.1 | 50.00% | -11.22% | -50.00% | 0.00% | 0.00% | 29:04 | 18:54 | 20:50 | 24:26 | 35:12 | 47:53 | 14:22 | 10:38 |
 | Veil of Discord | 8 | 13.56% | 41.2 | 50.00% | -10.78% | 0.00% | -50.00% | 0.00% | 17:12 | 12:05 | 12:18 | 16:54 | 19:20 | 21:24 | 07:02 | 05:12 |
 | Aghanim's Scepter | 3 | 5.08% | 38.2 | 66.67% | +7.74% | +33.33% | 0.00% | 0.00% | 35:42 | 31:08 | 31:08 | 37:58 | 38:01 | 38:01 | 06:53 | 05:05 |
 | Ghost Scepter | 4 | 6.78% | 35.3 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 29:16 | 12:02 | 12:02 | 30:09 | 30:16 | 44:37 | 18:14 | 13:30 |
 | Refresher Orb | 1 | 1.69% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:55 | 28:55 | 28:55 | 28:55 | 28:55 | 28:55 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.69% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Buckler | 1 | 1.69% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.69% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 21:30 | 00:00 | 00:00 |
 | Ring of Health | 2 | 3.39% | 20.6 | 50.00% | -9.65% | +50.00% | 0.00% | 0.00% | 30:16 | 20:09 | 20:09 | 40:22 | 40:22 | 40:22 | 20:13 | 14:58 |
 | Ring of Protection | 2 | 3.39% | 17.6 | 50.00% | -9.65% | -50.00% | 0.00% | 0.00% | 16:21 | 11:12 | 11:12 | 21:30 | 21:30 | 21:30 | 10:18 | 07:37 |
 | Blink Dagger | 2 | 3.39% | 14.7 | 50.00% | -9.65% | +50.00% | 0.00% | 0.00% | 38:02 | 31:00 | 31:00 | 45:04 | 45:04 | 45:04 | 14:04 | 10:25 |
 | Lotus Orb | 1 | 1.69% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 40:23 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.69% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.69% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:32 | 53:32 | 53:32 | 53:32 | 53:32 | 53:32 | 00:00 | 00:00 |
 | Bottle | 1 | 1.69% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:00 | 00:00 |