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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 | 3 | 15.00% | 100.0 | 100.00% | +70.59% | 0.00% | 0.00% | 0.00% | 00:40 | -01:30 | -01:30 | -01:28 | 04:59 | 04:59 | 06:29 | 04:48 |
 | Ring of Protection | 2 | 10.00% | 97.6 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 10:55 | 10:29 | 10:29 | 11:20 | 11:20 | 11:20 | 00:51 | 00:37 |
 | Boots of Speed | 20 | 100.00% | 95.1 | 40.00% | +40.00% | 0.00% | 0.00% | 0.00% | 07:12 | -01:28 | 05:15 | 07:29 | 09:12 | 12:11 | 03:57 | 02:55 |
 | Aether Lens | 7 | 35.00% | 92.7 | 57.14% | +26.37% | -7.14% | -7.14% | 0.00% | 30:58 | 15:25 | 16:49 | 33:42 | 36:41 | 51:47 | 19:52 | 14:42 |
 | Void Stone | 7 | 35.00% | 90.2 | 57.14% | +26.37% | -7.14% | -7.14% | 0.00% | 30:13 | 12:11 | 16:32 | 32:57 | 36:40 | 51:28 | 20:08 | 14:54 |
 | Arcane Boots | 10 | 50.00% | 87.8 | 50.00% | +20.00% | -16.67% | +50.00% | 13.33% | 16:50 | 09:46 | 12:08 | 13:28 | 17:08 | 36:35 | 05:00 | 03:42 |
 | Magic Stick | 15 | 75.00% | 85.4 | 40.00% | 0.00% | -15.00% | +10.00% | 4.02% | 04:03 | -01:29 | -01:29 | 03:42 | 07:42 | 13:11 | 09:11 | 06:48 |
 | Wind Lace | 13 | 65.00% | 82.9 | 38.46% | -4.40% | -5.13% | -5.13% | 0.00% | 10:39 | 03:42 | 04:46 | 08:07 | 12:13 | 37:07 | 07:27 | 05:31 |
 | Blink Dagger | 11 | 55.00% | 80.5 | 36.36% | -8.08% | +30.31% | -3.03% | -14.39% | 24:18 | 19:36 | 21:15 | 23:00 | 23:34 | 32:35 | 02:19 | 01:42 |
 | Glimmer Cape | 7 | 35.00% | 78.0 | 42.86% | +4.40% | -42.86% | +57.14% | 13.19% | 31:12 | 24:49 | 26:02 | 27:37 | 33:37 | 42:06 | 07:35 | 05:37 |
 | Tranquil Boots | 4 | 20.00% | 75.6 | 50.00% | +12.50% | +50.00% | +50.00% | 0.00% | 11:39 | 08:36 | 08:36 | 10:27 | 11:48 | 15:45 | 03:12 | 02:22 |
 | Magic Wand | 9 | 45.00% | 73.2 | 33.33% | -12.12% | -33.33% | +16.67% | 4.78% | 09:32 | 02:31 | 02:38 | 12:31 | 13:05 | 14:42 | 10:27 | 07:44 |
 | Veil of Discord | 1 | 5.00% | 70.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 12:02 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.00% | 68.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Sange | 1 | 5.00% | 65.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.00% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 5.00% | 61.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Buckler | 1 | 5.00% | 58.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 5.00% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 5.00% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.00% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 00:00 | 00:00 |
 | Bottle | 2 | 10.00% | 48.8 | 50.00% | +11.11% | -50.00% | 0.00% | 0.00% | 01:43 | 01:37 | 01:37 | 01:48 | 01:48 | 01:48 | 00:11 | 00:08 |
 | Witch Blade | 2 | 10.00% | 46.3 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 14:03 | 13:20 | 13:20 | 14:45 | 14:45 | 14:45 | 01:25 | 01:02 |
 | Crown | 2 | 10.00% | 43.9 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 23:53 | 10:39 | 10:39 | 37:07 | 37:07 | 37:07 | 26:28 | 19:36 |
 | Lotus Orb | 2 | 10.00% | 41.5 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 36:07 | 28:35 | 28:35 | 43:38 | 43:38 | 43:38 | 15:03 | 11:08 |
 | Ring of Health | 2 | 10.00% | 39.0 | 50.00% | +11.11% | +50.00% | 0.00% | 0.00% | 32:33 | 23:16 | 23:16 | 41:50 | 41:50 | 41:50 | 18:34 | 13:45 |
 | Chainmail | 3 | 15.00% | 36.6 | 33.33% | -7.85% | +66.67% | 0.00% | -4.20% | 17:59 | 12:20 | 12:20 | 13:25 | 28:12 | 28:12 | 15:52 | 11:45 |
 | Aghanim's Scepter | 4 | 20.00% | 34.1 | 25.00% | -18.75% | -25.00% | -25.00% | 0.00% | 37:42 | 24:43 | 24:43 | 26:32 | 42:35 | 56:58 | 17:52 | 13:14 |
 | Medallion of Courage | 1 | 5.00% | 31.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Power Treads | 1 | 5.00% | 29.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 11:15 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.00% | 26.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |
 | Force Staff | 3 | 15.00% | 24.4 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 34:40 | 24:30 | 24:30 | 34:45 | 44:45 | 44:45 | 20:15 | 15:00 |
 | Solar Crest | 1 | 5.00% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Maelstrom | 1 | 5.00% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.00% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Null Talisman | 3 | 15.00% | 14.6 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 08:33 | 04:52 | 04:52 | 07:58 | 12:48 | 12:48 | 07:56 | 05:52 |
 | Javelin | 1 | 5.00% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 37:40 | 00:00 | 00:00 |
 | Kaya | 1 | 5.00% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |
 | Fluffy Hat | 3 | 15.00% | 7.3 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 26:56 | 15:22 | 15:22 | 31:09 | 34:16 | 34:16 | 18:54 | 14:00 |
 | Aghanim's Shard | 2 | 10.00% | 4.9 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 33:27 | 27:25 | 27:25 | 39:29 | 39:29 | 39:29 | 12:04 | 08:56 |
 | Monkey King Bar | 1 | 5.00% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |