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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 | |
 | Fluffy Hat | 16 | 51.61% | 100.0 | 62.50% | +22.50% | +12.50% | +12.50% | 0.00% | 18:38 | 11:34 | 13:14 | 17:50 | 20:16 | 32:57 | 07:02 | 05:12 |
 | Chainmail | 3 | 9.68% | 97.1 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 18:48 | 06:15 | 06:15 | 17:23 | 32:45 | 32:45 | 26:30 | 19:37 |
 | Boots of Speed | 31 | 100.00% | 94.3 | 51.61% | +51.61% | +10.89% | -1.61% | -2.84% | 08:07 | 03:29 | 05:40 | 08:07 | 10:04 | 14:19 | 04:24 | 03:15 |
 | Tranquil Boots | 27 | 87.10% | 91.4 | 51.85% | +1.85% | +5.29% | -8.99% | -6.12% | 12:10 | 08:05 | 10:55 | 12:13 | 13:15 | 16:03 | 02:20 | 01:43 |
 | Magic Stick | 30 | 96.77% | 88.6 | 50.00% | -50.00% | -12.50% | +35.71% | 7.23% | 03:37 | -01:29 | -01:29 | 02:01 | 08:09 | 19:40 | 09:38 | 07:08 |
 | Magic Wand | 30 | 96.77% | 85.7 | 50.00% | -50.00% | +12.50% | -7.14% | -3.60% | 12:16 | -01:29 | 09:33 | 13:09 | 15:00 | 20:49 | 05:27 | 04:02 |
 | Headdress | 9 | 29.03% | 82.9 | 66.67% | +21.22% | -16.67% | +33.33% | 2.11% | 16:57 | -01:29 | -01:29 | 16:43 | 25:11 | 32:57 | 26:40 | 19:45 |
 | Wind Lace | 28 | 90.32% | 80.0 | 50.00% | -16.67% | +7.14% | +7.14% | 0.00% | 09:20 | -01:29 | 06:29 | 09:31 | 11:59 | 15:35 | 05:30 | 04:04 |
 | Aghanim's Scepter | 5 | 16.13% | 77.1 | 80.00% | +33.85% | -80.00% | +20.00% | 9.04% | 39:00 | 30:20 | 30:20 | 40:59 | 41:24 | 51:35 | 11:04 | 08:11 |
 | Force Staff | 7 | 22.58% | 74.3 | 71.43% | +25.60% | -21.43% | +28.57% | 6.17% | 30:59 | 25:19 | 25:20 | 30:06 | 33:26 | 40:31 | 08:06 | 06:00 |
 | Ring of Basilius | 12 | 38.71% | 71.4 | 58.33% | +10.96% | +8.34% | +8.34% | 0.00% | 22:32 | 02:03 | 15:14 | 17:55 | 27:40 | 49:53 | 12:26 | 09:12 |
 | Crown | 2 | 6.45% | 68.6 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 26:27 | 20:08 | 20:08 | 32:45 | 32:45 | 32:45 | 12:37 | 09:20 |
 | Solar Crest | 2 | 6.45% | 65.7 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 27:22 | 21:58 | 21:58 | 32:46 | 32:46 | 32:46 | 10:48 | 08:00 |
 | Medallion of Courage | 2 | 6.45% | 62.9 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 25:04 | 17:23 | 17:23 | 32:45 | 32:45 | 32:45 | 15:22 | 11:22 |
 | Blink Dagger | 2 | 6.45% | 60.0 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 40:20 | 36:41 | 36:41 | 43:58 | 43:58 | 43:58 | 07:17 | 05:23 |
 | Vladmir's Offering | 7 | 22.58% | 57.1 | 57.14% | +7.14% | +42.86% | -7.14% | -3.78% | 32:30 | 11:45 | 23:59 | 32:00 | 37:12 | 49:53 | 13:13 | 09:47 |
 | Drum of Endurance | 7 | 22.58% | 54.3 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 24:45 | 18:53 | 18:57 | 21:39 | 24:21 | 44:42 | 05:24 | 04:00 |
 | Buckler | 7 | 22.58% | 51.4 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 29:15 | 09:52 | 19:43 | 24:34 | 37:12 | 49:52 | 17:29 | 12:57 |
 | Morbid Mask | 7 | 22.58% | 48.6 | 57.14% | +7.14% | +42.86% | -7.14% | -3.07% | 31:20 | 08:45 | 20:54 | 30:14 | 37:12 | 49:53 | 16:18 | 12:04 |
 | Ring of Protection | 8 | 25.81% | 45.7 | 50.00% | -2.17% | 0.00% | 0.00% | 0.00% | 25:10 | -01:28 | 09:51 | 20:54 | 37:11 | 49:52 | 27:20 | 20:14 |
 | Holy Locket | 6 | 19.35% | 42.9 | 50.00% | -2.00% | 0.00% | +50.00% | 6.71% | 24:42 | 19:34 | 20:42 | 21:37 | 28:09 | 34:20 | 07:27 | 05:31 |
 | Glimmer Cape | 3 | 9.68% | 40.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 30:48 | 26:01 | 26:01 | 26:14 | 40:09 | 40:09 | 14:08 | 10:28 |
 | Wraith Pact | 3 | 9.68% | 37.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 27:18 | 15:23 | 15:23 | 29:42 | 36:49 | 36:49 | 21:26 | 15:52 |
 | Quelling Blade | 3 | 9.68% | 34.3 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 02:33 | -01:29 | -01:29 | -01:19 | 10:26 | 10:26 | 11:55 | 08:49 |
 | Blight Stone | 3 | 9.68% | 31.4 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 27:14 | 17:23 | 17:23 | 31:35 | 32:45 | 32:45 | 15:22 | 11:22 |
 | Orb of Venom | 4 | 12.90% | 28.6 | 50.00% | -1.85% | +50.00% | +50.00% | 0.00% | 00:00 | -01:29 | -01:29 | -01:29 | -01:29 | 04:28 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.23% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 |
 | Radiance | 1 | 3.23% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Phase Boots | 1 | 3.23% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 07:13 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 6.45% | 17.1 | 50.00% | -1.72% | -50.00% | 0.00% | 0.00% | 28:30 | 24:57 | 24:57 | 32:02 | 32:02 | 32:02 | 07:05 | 05:14 |
 | Arcane Boots | 2 | 6.45% | 14.3 | 50.00% | -1.72% | -50.00% | 0.00% | 0.00% | 16:28 | 15:43 | 15:43 | 17:12 | 17:12 | 17:12 | 01:29 | 01:05 |
 | Aether Lens | 1 | 3.23% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.23% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.23% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 3.23% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:42 | 40:42 | 40:42 | 40:42 | 40:42 | 40:42 | 00:00 | 00:00 |