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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 | |
 | Force Staff | 8 | 30.77% | 100.0 | 75.00% | +41.67% | -25.00% | +25.00% | 6.86% | 27:12 | 20:10 | 21:59 | 27:04 | 29:16 | 34:45 | 07:17 | 05:23 |
 | Fluffy Hat | 8 | 30.77% | 97.1 | 75.00% | +41.67% | -25.00% | +25.00% | 3.02% | 22:24 | 11:46 | 11:50 | 21:23 | 28:24 | 34:45 | 16:34 | 12:16 |
 | Magic Wand | 18 | 69.23% | 94.1 | 61.11% | +48.61% | -1.11% | +13.89% | 2.87% | 13:03 | 03:40 | 10:57 | 12:18 | 16:11 | 22:58 | 05:14 | 03:52 |
 | Void Stone | 10 | 38.46% | 91.2 | 70.00% | +38.75% | -3.33% | -20.00% | -1.64% | 24:30 | 16:24 | 18:31 | 24:15 | 28:40 | 39:15 | 10:09 | 07:31 |
 | Headdress | 3 | 11.54% | 88.2 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 26:31 | 23:37 | 23:37 | 26:34 | 29:23 | 29:23 | 05:46 | 04:16 |
 | Aether Lens | 9 | 34.62% | 85.3 | 66.67% | +31.38% | -16.67% | -16.67% | 0.00% | 24:44 | 16:51 | 19:09 | 24:40 | 29:02 | 31:20 | 09:53 | 07:19 |
 | Ring of Basilius | 14 | 53.85% | 82.4 | 57.14% | +23.81% | -7.14% | +9.53% | 4.03% | 07:18 | 02:45 | 05:27 | 06:04 | 09:35 | 15:08 | 04:08 | 03:03 |
 | Magic Stick | 23 | 88.46% | 79.4 | 47.83% | +14.50% | -14.50% | +18.84% | 4.18% | 04:54 | -01:29 | -01:29 | 03:05 | 09:28 | 22:57 | 10:57 | 08:06 |
 | Boots of Speed | 26 | 100.00% | 76.5 | 46.15% | +46.15% | -17.58% | +3.85% | 4.20% | 07:38 | -01:29 | 05:04 | 07:47 | 10:10 | 13:37 | 05:06 | 03:46 |
 | Veil of Discord | 6 | 23.08% | 73.5 | 66.67% | +26.67% | -16.67% | +33.33% | 15.15% | 15:52 | 11:41 | 13:02 | 15:59 | 16:20 | 21:54 | 03:18 | 02:26 |
 | Arcane Boots | 4 | 15.38% | 70.6 | 75.00% | +34.09% | -75.00% | +25.00% | 0.00% | 12:47 | 05:45 | 05:45 | 08:34 | 17:53 | 18:55 | 12:08 | 08:59 |
 | Crown | 12 | 46.15% | 67.6 | 50.00% | +7.14% | -16.67% | +16.67% | 4.48% | 17:42 | 09:56 | 12:15 | 15:43 | 19:42 | 36:44 | 07:27 | 05:31 |
 | Wind Lace | 19 | 73.08% | 64.7 | 42.11% | -15.03% | +37.89% | -2.11% | -4.34% | 12:04 | -01:29 | 06:46 | 09:30 | 15:59 | 34:39 | 09:13 | 06:49 |
 | Tranquil Boots | 16 | 61.54% | 61.8 | 43.75% | -6.25% | -18.75% | +31.25% | 10.56% | 12:41 | 08:24 | 09:43 | 11:29 | 14:27 | 19:50 | 04:44 | 03:30 |
 | Ring of Health | 5 | 19.23% | 58.8 | 60.00% | +17.14% | +40.00% | -60.00% | 0.00% | 27:00 | 12:17 | 12:17 | 24:04 | 39:15 | 40:25 | 26:58 | 19:58 |
 | Ghost Scepter | 5 | 19.23% | 55.9 | 60.00% | +17.14% | -60.00% | -60.00% | 0.00% | 29:54 | 24:02 | 24:02 | 28:20 | 34:32 | 34:49 | 10:30 | 07:46 |
 | Chainmail | 10 | 38.46% | 52.9 | 40.00% | -10.00% | -6.67% | +60.00% | 7.58% | 21:01 | 13:39 | 16:13 | 16:57 | 25:01 | 36:44 | 08:48 | 06:31 |
 | Hood of Defiance | 3 | 11.54% | 50.0 | 66.67% | +23.19% | +33.33% | 0.00% | 0.00% | 18:52 | 12:29 | 12:29 | 19:07 | 24:59 | 24:59 | 12:30 | 09:15 |
 | Ring of Protection | 4 | 15.38% | 47.1 | 50.00% | +4.55% | -50.00% | -50.00% | 0.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:28 | 02:09 | 00:01 | 00:00 |
 | Quelling Blade | 4 | 15.38% | 44.1 | 50.00% | +4.55% | -50.00% | +50.00% | 0.00% | 07:26 | -01:29 | -01:29 | -01:29 | 14:24 | 18:17 | 15:53 | 11:45 |
 | Aghanim's Shard | 4 | 15.38% | 41.2 | 50.00% | +4.55% | -50.00% | -50.00% | 0.00% | 26:48 | 20:00 | 20:00 | 25:37 | 29:34 | 32:02 | 09:34 | 07:05 |
 | Drum of Endurance | 1 | 3.85% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Buckler | 1 | 3.85% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 3.85% | 32.4 | 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 |
 | Mekansm | 1 | 3.85% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |
 | Bottle | 1 | 3.85% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 00:00 | 00:00 |
 | Medallion of Courage | 8 | 30.77% | 23.5 | 25.00% | -30.56% | -25.00% | +25.00% | 8.02% | 21:09 | 15:30 | 15:55 | 16:58 | 22:09 | 36:44 | 06:14 | 04:37 |
 | Blight Stone | 8 | 30.77% | 20.6 | 25.00% | -30.56% | -25.00% | +25.00% | 15.79% | 20:00 | 12:51 | 15:16 | 16:36 | 18:26 | 36:44 | 03:10 | 02:20 |
 | Lotus Orb | 2 | 7.69% | 17.6 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 40:23 | 40:14 | 40:14 | 40:31 | 40:31 | 40:31 | 00:17 | 00:12 |
 | Hand of Midas | 2 | 7.69% | 14.7 | 50.00% | +4.17% | -50.00% | 0.00% | 0.00% | 15:22 | 14:52 | 14:52 | 15:51 | 15:51 | 15:51 | 00:59 | 00:43 |
 | Orb of Venom | 3 | 11.54% | 11.8 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | -01:26 | -01:29 | -01:29 | -01:25 | -01:24 | -01:24 | 00:05 | 00:03 |
 | Solar Crest | 6 | 23.08% | 8.8 | 16.67% | -38.33% | -16.67% | -16.67% | 0.00% | 24:30 | 22:25 | 23:04 | 24:40 | 25:50 | 26:02 | 02:46 | 02:02 |
 | Glimmer Cape | 5 | 19.23% | 5.9 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 28:32 | 22:18 | 22:18 | 27:52 | 31:11 | 38:43 | 08:53 | 06:34 |
 | Vanguard | 1 | 3.85% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 27:57 | 00:00 | 00:00 |