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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 | |
 | Octarine Core | 12 | 46.15% | 100.0 | 58.33% | +29.76% | -25.00% | +41.67% | 17.78% | 19:53 | 14:55 | 15:46 | 19:03 | 19:31 | 33:06 | 03:45 | 02:46 |
 | Bottle | 23 | 88.46% | 97.1 | 47.83% | +47.83% | +2.17% | -14.50% | -16.67% | 02:04 | 01:05 | 01:13 | 01:32 | 01:47 | 06:13 | 00:34 | 00:25 |
 | Magic Stick | 24 | 92.31% | 94.1 | 45.83% | +45.83% | +20.84% | -12.50% | -10.00% | 04:32 | -01:30 | 01:52 | 03:46 | 05:12 | 17:04 | 03:20 | 02:28 |
 | Void Stone | 25 | 96.15% | 91.2 | 44.00% | +44.00% | -10.67% | -27.33% | -7.19% | 11:30 | 08:14 | 09:14 | 09:55 | 11:33 | 24:49 | 02:19 | 01:42 |
 | Aether Lens | 25 | 96.15% | 88.2 | 44.00% | +44.00% | +6.00% | -27.33% | -10.31% | 12:26 | 09:04 | 10:01 | 11:32 | 13:15 | 24:49 | 03:14 | 02:23 |
 | Arcane Boots | 25 | 96.15% | 85.3 | 44.00% | +44.00% | +6.00% | -27.33% | -16.95% | 08:37 | 05:03 | 07:15 | 07:45 | 09:13 | 19:11 | 01:58 | 01:27 |
 | Magic Wand | 22 | 84.62% | 82.4 | 45.45% | +20.45% | -12.12% | -25.45% | -3.36% | 06:44 | 02:37 | 04:12 | 05:33 | 08:10 | 17:24 | 03:58 | 02:56 |
 | Black King Bar | 6 | 23.08% | 79.4 | 66.67% | +31.67% | +33.33% | -66.67% | -5.34% | 29:31 | 20:30 | 21:24 | 24:16 | 40:08 | 41:37 | 18:44 | 13:52 |
 | Boots of Speed | 26 | 100.00% | 76.5 | 42.31% | +42.31% | +0.55% | -8.98% | -6.22% | 04:23 | 02:14 | 03:30 | 04:15 | 05:02 | 07:23 | 01:32 | 01:08 |
 | Null Talisman | 19 | 73.08% | 73.5 | 42.11% | -0.75% | -2.11% | -2.11% | 0.00% | 03:49 | -00:12 | 02:55 | 03:33 | 04:13 | 08:37 | 01:18 | 00:57 |
 | Aeon Disk | 6 | 23.08% | 70.6 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 32:23 | 26:52 | 29:02 | 30:42 | 35:58 | 38:12 | 06:56 | 05:08 |
 | Sange | 3 | 11.54% | 67.6 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 23:34 | 22:10 | 22:10 | 22:47 | 25:44 | 25:44 | 03:34 | 02:38 |
 | Aghanim's Shard | 4 | 15.38% | 64.7 | 50.00% | +9.09% | +50.00% | +50.00% | 0.00% | 38:40 | 21:29 | 21:29 | 29:49 | 50:12 | 53:08 | 28:43 | 21:16 |
 | Kaya | 1 | 3.85% | 61.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.85% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.85% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 3.85% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 3.85% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:17 | 30:17 | 30:17 | 30:17 | 30:17 | 30:17 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.85% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Blink Dagger | 11 | 42.31% | 44.1 | 27.27% | -26.06% | +6.06% | +39.40% | 5.42% | 23:03 | 14:37 | 16:08 | 20:33 | 22:17 | 38:44 | 06:09 | 04:33 |
 | Glimmer Cape | 5 | 19.23% | 41.2 | 40.00% | -2.86% | +60.00% | -40.00% | -8.13% | 22:16 | 14:10 | 14:10 | 26:04 | 26:28 | 27:21 | 12:18 | 09:06 |
 | Crown | 7 | 26.92% | 38.2 | 28.57% | -18.80% | +21.43% | -28.57% | -3.53% | 25:02 | 05:28 | 17:35 | 28:58 | 31:46 | 35:12 | 14:11 | 10:30 |
 | Dagon | 7 | 26.92% | 35.3 | 28.57% | -18.80% | +21.43% | -28.57% | -3.74% | 26:01 | 11:15 | 18:24 | 29:11 | 31:46 | 35:13 | 13:22 | 09:54 |
 | Wind Lace | 9 | 34.62% | 32.4 | 22.22% | -30.72% | +27.78% | -22.22% | -3.70% | 09:52 | -01:29 | 02:22 | 08:17 | 15:52 | 21:05 | 13:30 | 10:00 |
 | Ring of Protection | 2 | 7.69% | 29.4 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 10:46 | 10:24 | 10:24 | 11:07 | 11:07 | 11:07 | 00:43 | 00:31 |
 | Urn of Shadows | 2 | 7.69% | 26.5 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 11:34 | 11:33 | 11:33 | 11:34 | 11:34 | 11:34 | 00:01 | 00:00 |
 | Spirit Vessel | 2 | 7.69% | 23.5 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 20:03 | 15:56 | 15:56 | 24:09 | 24:09 | 24:09 | 08:13 | 06:05 |
 | Force Staff | 3 | 11.54% | 20.6 | 33.33% | -10.15% | +66.67% | 0.00% | 0.00% | 19:18 | 17:54 | 17:54 | 19:02 | 20:59 | 20:59 | 03:05 | 02:17 |
 | Dagon (level 2) | 4 | 15.38% | 17.6 | 25.00% | -20.45% | -25.00% | -25.00% | 0.00% | 29:16 | 21:28 | 21:28 | 25:46 | 31:03 | 38:45 | 09:35 | 07:05 |
 | Fluffy Hat | 5 | 19.23% | 14.7 | 20.00% | -27.62% | +80.00% | -20.00% | -24.19% | 16:46 | 14:05 | 14:05 | 16:05 | 18:13 | 20:14 | 04:08 | 03:03 |
 | Ghost Scepter | 2 | 7.69% | 11.8 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 16:35 | 14:18 | 14:18 | 18:52 | 18:52 | 18:52 | 04:34 | 03:22 |
 | Tranquil Boots | 4 | 15.38% | 8.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:05 | 07:23 | 07:23 | 11:21 | 20:29 | 21:07 | 13:06 | 09:42 |
 | Eul's Scepter of Divinity | 1 | 3.85% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.85% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |