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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 Scepter | 9 | 14.75% | 100.0 | 88.89% | +48.51% | +11.11% | +11.11% | 0.00% | 31:19 | 23:20 | 26:54 | 31:03 | 34:05 | 42:18 | 07:11 | 05:19 |
 | Blink Dagger | 11 | 18.03% | 96.3 | 72.73% | +30.73% | -6.06% | -6.06% | 0.00% | 32:35 | 23:15 | 26:33 | 31:03 | 36:07 | 43:41 | 09:34 | 07:05 |
 | Arcane Boots | 27 | 44.26% | 92.6 | 59.26% | +21.02% | -2.12% | +12.17% | 1.60% | 14:54 | 06:45 | 09:27 | 12:30 | 18:23 | 33:22 | 08:56 | 06:37 |
 | Aeon Disk | 6 | 9.84% | 88.9 | 83.33% | +39.69% | +16.67% | +16.67% | 0.00% | 42:37 | 35:06 | 37:18 | 43:20 | 45:44 | 48:56 | 08:26 | 06:14 |
 | Aghanim's Shard | 56 | 91.80% | 85.2 | 50.00% | +30.00% | +21.43% | -21.43% | -7.94% | 19:04 | 15:01 | 15:50 | 17:48 | 21:14 | 35:03 | 05:24 | 04:00 |
 | Force Staff | 16 | 26.23% | 81.5 | 62.50% | +20.28% | +12.50% | -12.50% | -2.16% | 32:08 | 21:57 | 25:52 | 31:40 | 37:27 | 45:05 | 11:35 | 08:34 |
 | Boots of Speed | 61 | 100.00% | 77.8 | 47.54% | +47.54% | +5.79% | -7.54% | -3.83% | 05:54 | -01:29 | 04:01 | 05:53 | 07:30 | 15:57 | 03:29 | 02:34 |
 | Magic Stick | 54 | 88.52% | 74.1 | 44.44% | -26.99% | +5.56% | +1.71% | -1.24% | 02:09 | -01:29 | -01:29 | 01:24 | 04:35 | 14:44 | 06:04 | 04:29 |
 | Ring of Basilius | 5 | 8.20% | 70.4 | 80.00% | +35.36% | +20.00% | +20.00% | 0.00% | 08:46 | -01:28 | -01:28 | 07:04 | 17:07 | 17:57 | 18:35 | 13:45 |
 | Fluffy Hat | 26 | 42.62% | 66.7 | 46.15% | -2.42% | -31.86% | +3.85% | 2.76% | 20:40 | 04:39 | 12:16 | 21:16 | 25:13 | 45:05 | 12:57 | 09:35 |
 | Magic Wand | 37 | 60.66% | 63.0 | 37.84% | -24.66% | +6.60% | +17.72% | 1.38% | 11:03 | 03:23 | 06:24 | 09:38 | 14:27 | 32:06 | 08:03 | 05:57 |
 | Ghost Scepter | 9 | 14.75% | 59.3 | 55.56% | +9.41% | -5.56% | -5.56% | 0.00% | 29:40 | 25:56 | 27:05 | 30:03 | 30:49 | 33:37 | 03:44 | 02:45 |
 | Wind Lace | 26 | 42.62% | 55.6 | 38.46% | -15.83% | -9.89% | -5.13% | 0.37% | 12:29 | -01:29 | 06:23 | 10:07 | 19:05 | 32:52 | 12:42 | 09:24 |
 | Void Stone | 13 | 21.31% | 51.9 | 46.15% | -1.77% | -12.82% | +20.52% | 2.03% | 26:29 | 12:56 | 16:02 | 25:15 | 32:26 | 49:53 | 16:24 | 12:08 |
 | Aether Lens | 12 | 19.67% | 48.1 | 41.67% | -7.31% | -8.34% | +25.00% | 2.15% | 25:41 | 16:14 | 16:39 | 25:22 | 32:09 | 37:21 | 15:30 | 11:28 |
 | Tranquil Boots | 20 | 32.79% | 44.4 | 30.00% | -26.10% | +10.00% | -10.00% | -1.86% | 17:32 | 08:37 | 10:25 | 12:59 | 21:09 | 34:15 | 10:44 | 07:57 |
 | Headdress | 3 | 4.92% | 40.7 | 66.67% | +20.12% | +33.33% | 0.00% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:24 | -01:24 | 00:05 | 00:03 |
 | Glimmer Cape | 9 | 14.75% | 37.0 | 33.33% | -16.67% | +16.67% | +16.67% | 0.00% | 31:09 | 21:29 | 26:43 | 30:04 | 33:10 | 42:16 | 06:27 | 04:46 |
 | Wraith Pact | 1 | 1.64% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.64% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 3.28% | 25.9 | 50.00% | +2.54% | -50.00% | 0.00% | 0.00% | 49:22 | 48:50 | 48:50 | 49:53 | 49:53 | 49:53 | 01:03 | 00:46 |
 | Quelling Blade | 2 | 3.28% | 22.2 | 50.00% | +2.54% | +50.00% | 0.00% | 0.00% | 16:32 | 12:18 | 12:18 | 20:46 | 20:46 | 20:46 | 08:28 | 06:16 |
 | Buckler | 2 | 3.28% | 18.5 | 50.00% | +2.54% | -50.00% | 0.00% | 0.00% | 35:16 | 29:57 | 29:57 | 40:34 | 40:34 | 40:34 | 10:37 | 07:51 |
 | Morbid Mask | 2 | 3.28% | 14.8 | 50.00% | +2.54% | -50.00% | 0.00% | 0.00% | 32:46 | 24:57 | 24:57 | 40:34 | 40:34 | 40:34 | 15:37 | 11:34 |
 | Ring of Protection | 3 | 4.92% | 11.1 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 27:24 | 11:41 | 11:41 | 29:57 | 40:34 | 40:34 | 28:53 | 21:23 |
 | Null Talisman | 1 | 1.64% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:16 | 07:16 | 07:16 | 07:16 | 07:16 | 07:16 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.64% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 11:41 | 00:00 | 00:00 |