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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 | |
 | Wind Lace | 15 | 34.09% | 100.0 | 60.00% | +39.31% | +15.00% | +15.00% | 0.00% | 19:16 | -01:23 | 11:11 | 18:07 | 25:58 | 34:41 | 14:47 | 10:57 |
 | Buckler | 3 | 6.82% | 97.5 | 100.00% | +70.73% | 0.00% | 0.00% | 0.00% | 28:18 | 23:57 | 23:57 | 29:13 | 31:44 | 31:44 | 07:47 | 05:45 |
 | Ghost Scepter | 8 | 18.18% | 95.0 | 62.50% | +34.72% | -12.50% | -12.50% | 0.00% | 34:49 | 23:18 | 24:54 | 33:32 | 40:04 | 42:35 | 15:10 | 11:14 |
 | Magic Wand | 39 | 88.64% | 92.5 | 38.46% | +38.46% | -8.46% | +1.54% | 1.48% | 10:55 | 01:43 | 06:13 | 08:13 | 12:58 | 36:00 | 06:45 | 05:00 |
 | Arcane Boots | 40 | 90.91% | 90.0 | 37.50% | +37.50% | +2.50% | -7.50% | -2.84% | 12:26 | 04:50 | 10:06 | 11:35 | 13:37 | 26:45 | 03:31 | 02:36 |
 | Magic Stick | 42 | 95.45% | 87.5 | 35.71% | +35.71% | +0.65% | -15.71% | -2.64% | 04:41 | -01:29 | 01:29 | 02:40 | 07:41 | 21:29 | 06:12 | 04:35 |
 | Mekansm | 4 | 9.09% | 85.0 | 75.00% | +45.00% | +25.00% | +25.00% | 0.00% | 24:06 | 19:07 | 19:07 | 22:50 | 25:57 | 28:30 | 06:50 | 05:03 |
 | Drum of Endurance | 4 | 9.09% | 82.5 | 75.00% | +45.00% | -75.00% | +25.00% | 0.00% | 28:25 | 21:54 | 21:54 | 27:38 | 29:56 | 34:13 | 08:02 | 05:57 |
 | Ring of Protection | 4 | 9.09% | 80.0 | 75.00% | +45.00% | -75.00% | +25.00% | 0.00% | 21:25 | 04:32 | 04:32 | 20:10 | 29:13 | 31:43 | 24:41 | 18:17 |
 | Boots of Speed | 43 | 97.73% | 77.5 | 34.88% | +34.88% | +1.48% | +10.57% | 3.29% | 05:19 | -01:29 | 03:57 | 05:11 | 06:43 | 10:16 | 02:46 | 02:02 |
 | Aether Lens | 19 | 43.18% | 75.0 | 42.11% | +14.11% | -2.11% | -2.11% | 0.00% | 26:04 | 16:01 | 21:58 | 25:18 | 30:06 | 35:44 | 08:08 | 06:01 |
 | Guardian Greaves | 2 | 4.55% | 72.5 | 100.00% | +69.05% | 0.00% | 0.00% | 0.00% | 31:14 | 29:51 | 29:51 | 32:37 | 32:37 | 32:37 | 02:46 | 02:02 |
 | Blight Stone | 27 | 61.36% | 70.0 | 37.04% | +7.63% | -8.47% | +20.10% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -00:58 | 00:00 | 00:00 |
 | Headdress | 7 | 15.91% | 67.5 | 57.14% | +27.41% | -57.14% | +42.86% | 5.19% | 12:16 | -01:29 | -01:29 | 19:06 | 20:45 | 25:34 | 22:14 | 16:28 |
 | Void Stone | 21 | 47.73% | 65.0 | 38.10% | +7.67% | +21.90% | -18.10% | -4.14% | 26:55 | 15:46 | 21:52 | 27:02 | 31:32 | 39:11 | 09:40 | 07:09 |
 | Fluffy Hat | 25 | 56.82% | 62.5 | 36.00% | +4.42% | -2.67% | -19.33% | -2.58% | 20:40 | 11:03 | 16:23 | 18:20 | 22:50 | 40:39 | 06:27 | 04:46 |
 | Chainmail | 5 | 11.36% | 60.0 | 60.00% | +29.23% | +40.00% | +40.00% | 0.00% | 22:15 | 19:07 | 19:07 | 20:44 | 23:29 | 27:29 | 04:22 | 03:14 |
 | Aeon Disk | 5 | 11.36% | 57.5 | 60.00% | +29.23% | -60.00% | +40.00% | 0.00% | 43:12 | 31:15 | 31:15 | 40:22 | 49:46 | 60:33 | 18:31 | 13:42 |
 | Aghanim's Shard | 33 | 75.00% | 55.0 | 30.30% | -15.15% | +7.20% | -17.80% | -3.02% | 21:49 | 15:02 | 16:06 | 17:57 | 24:22 | 44:43 | 08:16 | 06:07 |
 | Force Staff | 20 | 45.45% | 52.5 | 35.00% | +1.67% | +5.00% | -15.00% | -2.02% | 28:51 | 18:03 | 23:46 | 27:55 | 33:41 | 44:13 | 09:55 | 07:20 |
 | Blink Dagger | 17 | 38.64% | 50.0 | 35.29% | +1.96% | -10.29% | +14.71% | 2.00% | 27:09 | 18:19 | 20:19 | 24:36 | 32:48 | 43:46 | 12:29 | 09:14 |
 | Ethereal Blade | 6 | 13.64% | 47.5 | 50.00% | +18.42% | 0.00% | -50.00% | -6.13% | 36:32 | 25:01 | 33:33 | 35:08 | 41:42 | 43:50 | 08:09 | 06:02 |
 | Kaya | 7 | 15.91% | 45.0 | 42.86% | +10.43% | +7.14% | -42.86% | -5.69% | 29:35 | 12:17 | 26:25 | 33:05 | 35:12 | 36:10 | 08:47 | 06:30 |
 | Glimmer Cape | 4 | 9.09% | 42.5 | 50.00% | +17.50% | +50.00% | -50.00% | 0.00% | 30:37 | 19:56 | 19:56 | 32:07 | 34:16 | 36:08 | 14:20 | 10:37 |
 | Dagon (level 3) | 1 | 2.27% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.27% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Tranquil Boots | 5 | 11.36% | 35.0 | 40.00% | +6.67% | -40.00% | +60.00% | 0.00% | 28:28 | 23:49 | 23:49 | 26:27 | 31:45 | 34:21 | 07:56 | 05:52 |
 | Ring of Basilius | 6 | 13.64% | 32.5 | 16.67% | -20.17% | -16.67% | -16.67% | 0.00% | 17:30 | 06:54 | 10:29 | 12:10 | 22:45 | 33:32 | 12:16 | 09:05 |
 | Veil of Discord | 6 | 13.64% | 30.0 | 16.67% | -20.17% | -16.67% | -16.67% | 0.00% | 19:47 | 11:51 | 12:21 | 17:04 | 24:21 | 33:32 | 12:00 | 08:53 |
 | Crown | 8 | 18.18% | 27.5 | 12.50% | -26.39% | -12.50% | -12.50% | 0.00% | 17:18 | 09:31 | 09:36 | 14:01 | 20:45 | 33:32 | 11:09 | 08:15 |
 | Medallion of Courage | 1 | 2.27% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.27% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 2.27% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.27% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 2.27% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 09:03 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 4.55% | 12.5 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 46:07 | 42:55 | 42:55 | 49:19 | 49:19 | 49:19 | 06:24 | 04:44 |
 | Orb of Venom | 1 | 2.27% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.27% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 2.27% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.27% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |