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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 | |
 | Holy Locket | 36 | 61.02% | 100.0 | 66.67% | +44.93% | +11.11% | +11.11% | 0.00% | 20:38 | 12:47 | 15:53 | 17:45 | 22:21 | 41:08 | 06:28 | 04:47 |
 | Ghost Scepter | 8 | 13.56% | 97.5 | 87.50% | +44.36% | +12.50% | -37.50% | -7.48% | 31:55 | 25:09 | 28:02 | 29:00 | 34:43 | 43:53 | 06:41 | 04:57 |
 | Fluffy Hat | 38 | 64.41% | 95.0 | 63.16% | +39.35% | -3.16% | +3.51% | 0.78% | 13:55 | 03:53 | 08:34 | 10:16 | 17:10 | 37:07 | 08:36 | 06:22 |
 | Magic Wand | 58 | 98.31% | 92.5 | 50.00% | +50.00% | +16.67% | -14.29% | -6.85% | 08:26 | 02:27 | 05:28 | 07:56 | 09:59 | 22:16 | 04:31 | 03:20 |
 | Magic Stick | 58 | 98.31% | 90.0 | 50.00% | +50.00% | +16.67% | -35.71% | -18.82% | 02:34 | -01:30 | -01:29 | 02:04 | 04:16 | 12:21 | 05:45 | 04:15 |
 | Headdress | 59 | 100.00% | 87.5 | 49.15% | +49.15% | -2.48% | +4.18% | 1.26% | 03:47 | -01:29 | -01:29 | 03:45 | 06:46 | 19:00 | 08:15 | 06:06 |
 | Glimmer Cape | 22 | 37.29% | 85.0 | 54.55% | +8.60% | -4.55% | +5.45% | 1.44% | 30:49 | 21:50 | 27:10 | 29:53 | 34:08 | 40:53 | 06:58 | 05:09 |
 | Force Staff | 3 | 5.08% | 82.5 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 33:54 | 28:41 | 28:41 | 35:13 | 37:49 | 37:49 | 09:08 | 06:45 |
 | Ring of Protection | 16 | 27.12% | 80.0 | 56.25% | +9.74% | -6.25% | -6.25% | 0.00% | 13:52 | 04:21 | 05:20 | 09:11 | 18:34 | 40:21 | 13:14 | 09:48 |
 | Bottle | 5 | 8.47% | 77.5 | 80.00% | +33.70% | +20.00% | +20.00% | 0.00% | 29:08 | 25:11 | 25:11 | 25:46 | 30:56 | 38:10 | 05:45 | 04:15 |
 | Mekansm | 38 | 64.41% | 75.0 | 44.74% | -12.40% | -4.74% | -11.41% | -1.03% | 16:51 | 10:13 | 13:31 | 15:32 | 20:01 | 29:03 | 06:30 | 04:48 |
 | Chainmail | 39 | 66.10% | 72.5 | 43.59% | -16.41% | +16.41% | -13.59% | -6.06% | 11:48 | 04:32 | 08:53 | 09:42 | 13:50 | 25:23 | 04:57 | 03:40 |
 | Buckler | 8 | 13.56% | 70.0 | 62.50% | +15.44% | +37.50% | +37.50% | 0.00% | 28:11 | 15:36 | 18:39 | 25:16 | 33:15 | 41:20 | 14:36 | 10:48 |
 | Aghanim's Shard | 8 | 13.56% | 67.5 | 62.50% | +15.44% | +37.50% | +37.50% | 0.00% | 25:50 | 21:23 | 22:28 | 24:47 | 28:44 | 30:51 | 06:16 | 04:38 |
 | Soul Ring | 11 | 18.64% | 65.0 | 54.55% | +6.63% | +12.12% | +12.12% | 0.00% | 11:07 | 07:15 | 08:12 | 08:53 | 10:21 | 19:04 | 02:09 | 01:35 |
 | Solar Crest | 2 | 3.39% | 62.5 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 39:40 | 33:49 | 33:49 | 45:30 | 45:30 | 45:30 | 11:41 | 08:39 |
 | Ring of Basilius | 6 | 10.17% | 60.0 | 50.00% | +0.94% | -50.00% | +50.00% | 3.83% | 25:50 | 08:46 | 14:13 | 24:20 | 40:21 | 41:20 | 26:08 | 19:21 |
 | Vladmir's Offering | 3 | 5.08% | 57.5 | 66.67% | +18.46% | -66.67% | 0.00% | 0.00% | 36:13 | 26:57 | 26:57 | 40:21 | 41:20 | 41:20 | 14:23 | 10:39 |
 | Ring of Health | 3 | 5.08% | 55.0 | 66.67% | +18.46% | +33.33% | 0.00% | 0.00% | 38:19 | 25:42 | 25:42 | 34:16 | 55:00 | 55:00 | 29:18 | 21:42 |
 | Guardian Greaves | 3 | 5.08% | 52.5 | 66.67% | +18.46% | +33.33% | 0.00% | 0.00% | 30:59 | 26:34 | 26:34 | 31:09 | 35:14 | 35:14 | 08:40 | 06:25 |
 | Arcane Boots | 3 | 5.08% | 50.0 | 66.67% | +18.46% | +33.33% | 0.00% | 0.00% | 27:16 | 21:26 | 21:26 | 25:09 | 35:14 | 35:14 | 13:48 | 10:13 |
 | Medallion of Courage | 4 | 6.78% | 47.5 | 50.00% | +0.91% | -50.00% | -50.00% | 0.00% | 33:33 | 23:38 | 23:38 | 27:15 | 36:44 | 46:33 | 13:06 | 09:42 |
 | Boots of Speed | 4 | 6.78% | 45.0 | 50.00% | +0.91% | +50.00% | -50.00% | 0.00% | 24:18 | 18:03 | 18:03 | 21:00 | 24:55 | 33:15 | 06:52 | 05:05 |
 | Blight Stone | 4 | 6.78% | 42.5 | 50.00% | +0.91% | -50.00% | +50.00% | 0.00% | 21:29 | -01:29 | -01:29 | 23:38 | 27:15 | 36:31 | 28:44 | 21:17 |
 | Morbid Mask | 4 | 6.78% | 40.0 | 50.00% | +0.91% | -50.00% | -50.00% | 0.00% | 41:31 | 26:02 | 26:02 | 40:21 | 41:20 | 58:21 | 15:18 | 11:20 |
 | Wind Lace | 1 | 1.69% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 33:14 | 00:00 | 00:00 |
 | Crown | 1 | 1.69% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.69% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.69% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Sange | 1 | 1.69% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 25:22 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.69% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.69% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.69% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Diadem | 1 | 1.69% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Aeon Disk | 3 | 5.08% | 15.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 51:03 | 36:33 | 36:33 | 44:43 | 1:11:52 | 1:11:52 | 35:19 | 26:09 |
 | Void Stone | 3 | 5.08% | 12.5 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:50 | 20:04 | 20:04 | 32:25 | 55:00 | 55:00 | 34:56 | 25:52 |
 | Quelling Blade | 4 | 6.78% | 10.0 | 25.00% | -25.91% | -25.00% | -25.00% | 0.00% | 30:22 | 24:46 | 24:46 | 24:53 | 34:54 | 36:56 | 10:08 | 07:30 |
 | Bracer | 4 | 6.78% | 7.5 | 25.00% | -25.91% | +75.00% | -25.00% | 0.00% | 33:27 | 26:32 | 26:32 | 32:30 | 36:44 | 38:03 | 10:12 | 07:33 |
 | Lotus Orb | 1 | 1.69% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.69% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 46:20 | 00:00 | 00:00 |