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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 | |
 | Aghanim's Shard | 6 | 46.15% | 100.0 | 50.00% | +35.71% | -50.00% | +50.00% | 8.28% | 24:10 | 17:36 | 20:11 | 20:34 | 32:16 | 32:41 | 12:05 | 08:57 |
 | Arcane Boots | 3 | 23.08% | 95.5 | 66.67% | +46.67% | -66.67% | 0.00% | 16.13% | 14:59 | 12:18 | 12:18 | 16:14 | 16:26 | 16:26 | 04:08 | 03:03 |
 | Void Stone | 3 | 23.08% | 90.9 | 66.67% | +46.67% | +33.33% | 0.00% | -1.54% | 41:25 | 29:09 | 29:09 | 44:21 | 50:46 | 50:46 | 21:37 | 16:00 |
 | Aether Lens | 3 | 23.08% | 86.4 | 66.67% | +46.67% | +33.33% | 0.00% | -0.92% | 46:50 | 29:57 | 29:57 | 44:21 | 1:06:11 | 1:06:11 | 36:14 | 26:50 |
 | Glimmer Cape | 7 | 53.85% | 81.8 | 42.86% | +26.19% | -42.86% | +7.14% | 6.88% | 27:43 | 20:05 | 20:57 | 24:58 | 28:13 | 41:34 | 07:16 | 05:22 |
 | Boots of Speed | 13 | 100.00% | 77.3 | 30.77% | +30.77% | +2.56% | +2.56% | 0.00% | 08:54 | 05:12 | 07:08 | 09:21 | 09:43 | 12:15 | 02:35 | 01:54 |
 | Magic Stick | 13 | 100.00% | 72.7 | 30.77% | +30.77% | +35.90% | -30.77% | -37.74% | 02:10 | -01:29 | -01:29 | 02:10 | 03:15 | 11:35 | 04:44 | 03:30 |
 | Wind Lace | 9 | 69.23% | 68.2 | 33.33% | +8.33% | -33.33% | -33.33% | 0.00% | 10:47 | 05:12 | 06:56 | 08:30 | 12:12 | 24:20 | 05:16 | 03:54 |
 | Magic Wand | 10 | 76.92% | 63.6 | 30.00% | -3.33% | +3.33% | -30.00% | -6.27% | 11:02 | 05:57 | 08:17 | 11:50 | 13:36 | 14:17 | 05:19 | 03:56 |
 | Octarine Core | 1 | 7.69% | 59.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:55 | 1:14:55 | 1:14:55 | 1:14:55 | 1:14:55 | 1:14:55 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 7.69% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 1:01:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 7.69% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 56:40 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 7.69% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 7.69% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 7.69% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 04:11 | 00:00 | 00:00 |
 | Tranquil Boots | 8 | 61.54% | 31.8 | 25.00% | -15.00% | +25.00% | +25.00% | 0.00% | 14:51 | 12:11 | 12:43 | 13:15 | 13:50 | 24:50 | 01:07 | 00:49 |
 | Fluffy Hat | 9 | 69.23% | 27.3 | 22.22% | -27.78% | +27.78% | +27.78% | 0.00% | 14:44 | 02:07 | 03:50 | 14:30 | 18:04 | 31:08 | 14:14 | 10:32 |
 | Force Staff | 2 | 15.38% | 22.7 | 50.00% | +22.73% | +50.00% | 0.00% | 0.00% | 26:40 | 25:03 | 25:03 | 28:17 | 28:17 | 28:17 | 03:14 | 02:23 |
 | Quelling Blade | 1 | 7.69% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 7.69% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.69% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 00:00 | 00:00 |
 | Crown | 1 | 7.69% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 00:00 | 00:00 |