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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 | |
 | Wraith Pact | 9 | 31.03% | 100.0 | 88.89% | +48.89% | +11.11% | +11.11% | 0.00% | 16:41 | 11:09 | 11:23 | 14:27 | 17:24 | 33:11 | 06:01 | 04:27 |
 | Magic Stick | 15 | 51.72% | 96.3 | 73.33% | +37.62% | +1.67% | +26.67% | 16.67% | 02:44 | -01:29 | 00:35 | 01:21 | 02:05 | 12:07 | 01:30 | 01:06 |
 | Ring of Basilius | 13 | 44.83% | 92.6 | 69.23% | +25.48% | -35.90% | +30.77% | 19.51% | 03:58 | -01:29 | -01:29 | 02:33 | 04:54 | 17:57 | 06:23 | 04:43 |
 | Ring of Protection | 18 | 62.07% | 88.9 | 61.11% | +15.66% | -1.11% | -11.11% | -2.63% | 04:36 | -01:29 | 01:32 | 02:09 | 05:20 | 29:26 | 03:48 | 02:48 |
 | Boots of Speed | 29 | 100.00% | 85.2 | 55.17% | +55.17% | -26.60% | +16.26% | 13.75% | 04:51 | 01:39 | 03:10 | 04:27 | 06:17 | 12:25 | 03:07 | 02:18 |
 | Refresher Orb | 10 | 34.48% | 81.5 | 70.00% | +22.63% | -3.33% | -20.00% | 0.00% | 39:50 | 31:33 | 36:11 | 37:31 | 44:18 | 48:16 | 08:07 | 06:00 |
 | Vladmir's Offering | 12 | 41.38% | 77.8 | 66.67% | +19.61% | +33.33% | 0.00% | -5.93% | 14:29 | 07:28 | 09:14 | 10:38 | 14:51 | 30:00 | 05:37 | 04:09 |
 | Morbid Mask | 12 | 41.38% | 74.1 | 66.67% | +19.61% | +33.33% | 0.00% | -7.78% | 13:07 | 07:12 | 08:13 | 09:35 | 12:30 | 29:26 | 04:17 | 03:10 |
 | Buckler | 12 | 41.38% | 70.4 | 66.67% | +19.61% | +33.33% | 0.00% | -4.40% | 09:39 | 01:23 | 02:04 | 05:20 | 09:38 | 29:26 | 07:34 | 05:36 |
 | Blink Dagger | 28 | 96.55% | 66.7 | 53.57% | -46.43% | -10.71% | +3.57% | 2.93% | 17:52 | 09:02 | 14:39 | 16:45 | 19:31 | 30:27 | 04:52 | 03:36 |
 | Void Stone | 19 | 65.52% | 63.0 | 57.89% | +7.89% | -17.89% | -17.89% | 0.00% | 20:08 | 05:40 | 08:24 | 14:52 | 28:11 | 43:02 | 19:47 | 14:39 |
 | Ring of Health | 13 | 44.83% | 59.3 | 61.54% | +11.54% | +38.46% | -28.21% | -12.27% | 31:57 | 26:42 | 28:09 | 29:31 | 33:35 | 43:01 | 05:26 | 04:01 |
 | Magic Wand | 9 | 31.03% | 55.6 | 66.67% | +16.67% | -16.67% | -16.67% | 0.00% | 04:02 | -01:28 | 01:55 | 04:20 | 05:38 | 07:49 | 03:43 | 02:45 |
 | Black King Bar | 23 | 79.31% | 51.9 | 52.17% | -14.50% | -2.17% | +14.50% | 4.35% | 26:08 | 19:48 | 23:37 | 25:12 | 27:27 | 38:51 | 03:50 | 02:50 |
 | Null Talisman | 16 | 55.17% | 48.1 | 56.25% | +2.40% | -6.25% | +18.75% | 25.00% | 02:13 | -01:29 | -01:29 | -01:27 | 01:46 | 34:11 | 03:15 | 02:24 |
 | Arcane Boots | 16 | 55.17% | 44.4 | 50.00% | -11.54% | 0.00% | +25.00% | 2.27% | 13:05 | 03:39 | 06:26 | 08:27 | 17:28 | 32:36 | 11:02 | 08:10 |
 | Aether Lens | 7 | 24.14% | 40.7 | 57.14% | +2.59% | -57.14% | -7.14% | 0.00% | 17:42 | 09:17 | 10:48 | 14:52 | 16:31 | 40:13 | 05:43 | 04:14 |
 | Wind Lace | 10 | 34.48% | 37.0 | 50.00% | -7.89% | +16.67% | -50.00% | 0.00% | 12:41 | 05:04 | 08:17 | 12:10 | 15:59 | 22:04 | 07:42 | 05:42 |
 | Urn of Shadows | 8 | 27.59% | 33.3 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 04:22 | 03:13 | 03:18 | 03:49 | 04:52 | 07:44 | 01:34 | 01:09 |
 | Orchid Malevolence | 5 | 17.24% | 29.6 | 60.00% | +5.83% | +40.00% | +40.00% | 0.00% | 12:33 | 11:25 | 11:25 | 12:14 | 12:51 | 14:13 | 01:26 | 01:03 |
 | Linken's Sphere | 5 | 17.24% | 25.9 | 60.00% | +5.83% | +40.00% | -60.00% | 0.00% | 35:27 | 28:18 | 28:18 | 37:21 | 38:16 | 38:44 | 09:58 | 07:22 |
 | Tranquil Boots | 4 | 13.79% | 22.2 | 50.00% | -6.00% | +50.00% | +50.00% | 0.00% | 15:01 | 05:40 | 05:40 | 09:12 | 22:36 | 22:36 | 16:56 | 12:32 |
 | Aghanim's Shard | 4 | 13.79% | 18.5 | 50.00% | -6.00% | +50.00% | -50.00% | 0.00% | 32:43 | 24:33 | 24:33 | 24:50 | 35:44 | 45:45 | 11:11 | 08:17 |
 | Aeon Disk | 1 | 3.45% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:24 | 47:24 | 47:24 | 47:24 | 47:24 | 47:24 | 00:00 | 00:00 |
 | Spirit Vessel | 5 | 17.24% | 11.1 | 40.00% | -18.33% | -40.00% | -40.00% | 0.00% | 14:22 | 12:57 | 12:57 | 14:19 | 15:31 | 15:48 | 02:34 | 01:54 |
 | Aghanim's Scepter | 1 | 3.45% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 3.45% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |