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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 | |
 | Ring of Basilius | 6 | 30.00% | 100.0 | 66.67% | +38.10% | +33.33% | +33.33% | 0.00% | 23:58 | 02:03 | 17:01 | 17:55 | 37:12 | 49:53 | 20:11 | 14:57 |
 | Buckler | 4 | 20.00% | 96.8 | 75.00% | +43.75% | +25.00% | +25.00% | 0.00% | 29:10 | 09:52 | 09:52 | 19:43 | 37:12 | 49:52 | 27:20 | 20:14 |
 | Morbid Mask | 4 | 20.00% | 93.5 | 75.00% | +43.75% | +25.00% | +25.00% | 0.00% | 31:02 | 08:45 | 08:45 | 28:17 | 37:12 | 49:53 | 28:27 | 21:04 |
 | Vladmir's Offering | 4 | 20.00% | 90.3 | 75.00% | +43.75% | +25.00% | +25.00% | 0.00% | 31:51 | 11:45 | 11:45 | 28:35 | 37:12 | 49:53 | 25:27 | 18:51 |
 | Fluffy Hat | 12 | 60.00% | 87.1 | 50.00% | +25.00% | -16.67% | +16.67% | 5.32% | 17:43 | 11:34 | 12:25 | 13:14 | 18:41 | 32:57 | 06:16 | 04:38 |
 | Boots of Speed | 20 | 100.00% | 83.9 | 40.00% | +40.00% | 0.00% | 0.00% | 0.00% | 08:02 | 03:29 | 05:42 | 07:29 | 10:04 | 14:19 | 04:22 | 03:14 |
 | Headdress | 10 | 50.00% | 80.6 | 50.00% | +20.00% | -16.67% | +50.00% | 6.45% | 18:50 | -01:29 | 14:51 | 16:49 | 25:11 | 32:57 | 10:20 | 07:39 |
 | Magic Stick | 19 | 95.00% | 77.4 | 36.84% | -63.16% | +23.16% | +23.16% | 0.00% | 04:27 | -01:29 | -01:29 | 02:16 | 08:34 | 19:40 | 10:03 | 07:26 |
 | Magic Wand | 19 | 95.00% | 74.2 | 36.84% | -63.16% | +23.16% | +3.16% | -3.47% | 11:48 | -01:29 | 08:18 | 13:13 | 14:04 | 18:57 | 05:46 | 04:16 |
 | Ring of Protection | 5 | 25.00% | 71.0 | 60.00% | +26.67% | -60.00% | +40.00% | 2.80% | 23:02 | -01:28 | -01:28 | 19:43 | 37:11 | 49:52 | 38:39 | 28:37 |
 | Tranquil Boots | 16 | 80.00% | 67.7 | 37.50% | -12.50% | -12.50% | +12.50% | 16.67% | 12:24 | 10:20 | 11:19 | 12:15 | 12:49 | 16:03 | 01:30 | 01:06 |
 | Wind Lace | 17 | 85.00% | 64.5 | 35.29% | -31.38% | -10.29% | +14.71% | 4.34% | 09:54 | 02:40 | 06:29 | 10:22 | 12:15 | 15:35 | 05:46 | 04:16 |
 | Quelling Blade | 3 | 15.00% | 61.3 | 66.67% | +31.38% | +33.33% | 0.00% | 0.00% | 02:29 | -01:29 | -01:29 | -01:29 | 10:26 | 10:26 | 11:55 | 08:49 |
 | Aghanim's Scepter | 3 | 15.00% | 58.1 | 66.67% | +31.38% | -66.67% | 0.00% | 0.00% | 33:10 | 27:49 | 27:49 | 30:43 | 40:59 | 40:59 | 13:10 | 09:45 |
 | Holy Locket | 8 | 40.00% | 54.8 | 37.50% | -4.17% | -37.50% | +12.50% | 12.82% | 23:09 | 12:57 | 19:56 | 21:37 | 23:50 | 34:20 | 03:54 | 02:53 |
 | Force Staff | 4 | 20.00% | 51.6 | 50.00% | +12.50% | -50.00% | -50.00% | 0.00% | 32:56 | 29:55 | 29:55 | 30:06 | 35:05 | 36:38 | 05:10 | 03:49 |
 | Drum of Endurance | 4 | 20.00% | 48.4 | 50.00% | +12.50% | -50.00% | -50.00% | 0.00% | 22:26 | 18:53 | 18:53 | 18:57 | 25:33 | 26:22 | 06:40 | 04:56 |
 | Radiance | 1 | 5.00% | 45.2 | 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 |
 | Blink Dagger | 1 | 5.00% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.00% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 06:15 | 00:00 | 00:00 |
 | Phase Boots | 1 | 5.00% | 35.5 | 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 |
 | Ghost Scepter | 1 | 5.00% | 32.3 | 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 |
 | Arcane Boots | 2 | 10.00% | 29.0 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 12:59 | 08:45 | 08:45 | 17:12 | 17:12 | 17:12 | 08:27 | 06:15 |
 | Orb of Venom | 2 | 10.00% | 25.8 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 01:30 | -01:29 | -01:29 | 04:28 | 04:28 | 04:28 | 05:57 | 04:24 |
 | Glimmer Cape | 2 | 10.00% | 22.6 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 33:12 | 26:14 | 26:14 | 40:09 | 40:09 | 40:09 | 13:55 | 10:18 |
 | Wraith Pact | 2 | 10.00% | 19.4 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 26:06 | 15:23 | 15:23 | 36:49 | 36:49 | 36:49 | 21:26 | 15:52 |
 | Bracer | 1 | 5.00% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 00:00 | 00:00 |
 | Void Stone | 2 | 10.00% | 12.9 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 37:01 | 18:56 | 18:56 | 55:05 | 55:05 | 55:05 | 36:09 | 26:46 |
 | Lotus Orb | 1 | 5.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.00% | 6.5 | 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 | 2 | 10.00% | 3.2 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 37:00 | 18:55 | 18:55 | 55:04 | 55:04 | 55:04 | 36:09 | 26:46 |