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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 | 11 | 68.75% | 100.0 | 81.82% | +41.82% | +18.18% | +18.18% | 0.00% | 23:24 | 19:14 | 20:34 | 22:12 | 23:03 | 36:22 | 02:29 | 01:50 |
 | Magic Wand | 13 | 81.25% | 96.9 | 76.92% | +43.59% | +23.08% | -10.25% | -7.14% | 03:07 | -01:29 | -01:29 | 03:05 | 06:09 | 10:14 | 07:38 | 05:39 |
 | Tranquil Boots | 13 | 81.25% | 93.8 | 76.92% | +43.59% | +23.08% | -10.25% | -11.23% | 06:39 | 02:52 | 03:58 | 05:45 | 06:56 | 19:16 | 02:58 | 02:11 |
 | Assault Cuirass | 7 | 43.75% | 90.6 | 85.71% | +30.15% | +14.29% | +14.29% | 0.00% | 29:52 | 22:39 | 23:22 | 30:55 | 33:01 | 39:40 | 09:39 | 07:08 |
 | Drum of Endurance | 12 | 75.00% | 87.5 | 75.00% | +25.00% | +25.00% | -41.67% | -7.19% | 18:48 | 10:51 | 12:12 | 17:25 | 21:28 | 28:01 | 09:16 | 06:51 |
 | Wind Lace | 14 | 87.50% | 84.4 | 71.43% | +21.43% | +3.57% | -38.10% | -14.79% | 06:37 | 02:23 | 03:44 | 05:21 | 06:33 | 21:23 | 02:49 | 02:05 |
 | Buckler | 16 | 100.00% | 81.3 | 68.75% | +68.75% | +6.25% | +6.25% | 0.00% | 08:51 | 05:28 | 07:04 | 08:03 | 08:58 | 14:35 | 01:54 | 01:24 |
 | Ring of Protection | 16 | 100.00% | 78.1 | 68.75% | +68.75% | +31.25% | +6.25% | -7.18% | 07:48 | -01:28 | 05:28 | 07:49 | 08:57 | 14:35 | 03:29 | 02:34 |
 | Morbid Mask | 16 | 100.00% | 75.0 | 68.75% | +68.75% | +6.25% | +6.25% | 0.00% | 11:50 | 08:05 | 10:30 | 11:23 | 13:01 | 14:54 | 02:31 | 01:51 |
 | Boots of Speed | 16 | 100.00% | 71.9 | 68.75% | +68.75% | +6.25% | -43.75% | -38.96% | 05:08 | 01:25 | 02:52 | 03:59 | 04:09 | 18:05 | 01:17 | 00:57 |
 | Vladmir's Offering | 16 | 100.00% | 68.8 | 68.75% | +68.75% | +6.25% | +6.25% | 0.00% | 13:00 | 09:25 | 12:15 | 12:32 | 14:22 | 16:35 | 02:07 | 01:34 |
 | Ring of Basilius | 16 | 100.00% | 65.6 | 68.75% | +68.75% | +6.25% | -18.75% | -4.10% | 06:33 | 01:40 | 02:53 | 05:57 | 08:59 | 13:30 | 06:06 | 04:31 |
 | Blight Stone | 3 | 18.75% | 62.5 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 12:32 | 06:46 | 06:46 | 07:53 | 22:56 | 22:56 | 16:10 | 11:58 |
 | Wraith Pact | 14 | 87.50% | 59.4 | 64.29% | -35.71% | +10.71% | +35.71% | 7.61% | 16:58 | 12:35 | 15:39 | 17:22 | 18:56 | 19:46 | 03:17 | 02:25 |
 | Boots of Bearing | 5 | 31.25% | 56.3 | 80.00% | +16.36% | +20.00% | -80.00% | -5.27% | 32:54 | 22:04 | 22:04 | 29:03 | 41:02 | 47:44 | 18:58 | 14:02 |
 | Magic Stick | 8 | 50.00% | 53.1 | 62.50% | -12.50% | -12.50% | -12.50% | 0.00% | 03:55 | -01:29 | -01:29 | 02:20 | 07:27 | 09:26 | 08:56 | 06:37 |
 | Quelling Blade | 2 | 12.50% | 50.0 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 02:55 | -01:29 | -01:29 | 07:19 | 07:19 | 07:19 | 08:48 | 06:31 |
 | Void Stone | 2 | 12.50% | 46.9 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 33:46 | 30:59 | 30:59 | 36:33 | 36:33 | 36:33 | 05:34 | 04:07 |
 | Ring of Health | 2 | 12.50% | 43.8 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 23:13 | 15:26 | 15:26 | 30:59 | 30:59 | 30:59 | 15:33 | 11:31 |
 | Null Talisman | 8 | 50.00% | 40.6 | 37.50% | -62.50% | +12.50% | -37.50% | -50.00% | 02:46 | 01:49 | 01:53 | 02:15 | 02:41 | 05:54 | 00:48 | 00:35 |
 | Crown | 1 | 6.25% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Solar Crest | 1 | 6.25% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.25% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Chainmail | 1 | 6.25% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 6.25% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 6.25% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 26:55 | 00:00 | 00:00 |
 | Sange | 1 | 6.25% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 6.25% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:35 | 15:35 | 15:35 | 15:35 | 15:35 | 15:35 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.25% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Headdress | 1 | 6.25% | 9.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 15:52 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 6.25% | 6.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 19:33 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 12.50% | 3.1 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 37:14 | 28:45 | 28:45 | 45:43 | 45:43 | 45:43 | 16:58 | 12:34 |