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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 | 132 | 77.19% | 100.0 | 61.36% | +40.85% | +8.34% | +14.40% | 0.98% | 19:59 | 08:12 | 15:23 | 18:11 | 21:35 | 60:22 | 06:12 | 04:35 |
 | Ghost Scepter | 39 | 22.81% | 97.5 | 69.23% | +22.26% | -19.23% | -9.23% | 1.17% | 30:52 | 20:01 | 26:34 | 30:59 | 35:09 | 45:48 | 08:35 | 06:21 |
 | Fluffy Hat | 154 | 90.06% | 95.0 | 55.19% | +31.66% | +3.78% | +2.70% | -0.11% | 13:08 | 01:42 | 07:50 | 10:49 | 17:23 | 41:34 | 09:33 | 07:04 |
 | Aghanim's Shard | 90 | 52.63% | 92.5 | 57.78% | +12.10% | +7.44% | +1.31% | -0.73% | 27:43 | 20:00 | 23:00 | 26:38 | 31:25 | 46:17 | 08:25 | 06:14 |
 | Mekansm | 114 | 66.67% | 90.0 | 56.14% | +12.28% | -4.42% | -6.14% | -0.17% | 21:26 | 11:22 | 15:41 | 20:29 | 26:02 | 39:43 | 10:21 | 07:40 |
 | Chainmail | 125 | 73.10% | 87.5 | 55.20% | +11.72% | -6.81% | -0.36% | 0.58% | 17:34 | 06:09 | 11:26 | 16:12 | 22:38 | 39:43 | 11:12 | 08:17 |
 | Magic Wand | 167 | 97.66% | 85.0 | 52.69% | +27.69% | -0.31% | -5.07% | -0.93% | 10:01 | 02:26 | 06:44 | 08:45 | 11:51 | 32:51 | 05:07 | 03:47 |
 | Headdress | 171 | 100.00% | 82.5 | 52.05% | +52.05% | -7.86% | +3.76% | 4.30% | 01:52 | -01:29 | -01:29 | -01:28 | 04:11 | 16:02 | 05:40 | 04:11 |
 | Magic Stick | 171 | 100.00% | 80.0 | 52.05% | +52.05% | +8.42% | -7.86% | -4.50% | 02:56 | -01:29 | 00:50 | 02:29 | 04:27 | 25:00 | 03:37 | 02:40 |
 | Ring of Protection | 90 | 52.63% | 77.5 | 53.33% | +2.71% | -9.85% | -3.33% | 1.60% | 06:26 | -01:29 | 04:27 | 06:26 | 08:32 | 16:21 | 04:05 | 03:01 |
 | Soul Ring | 85 | 49.71% | 75.0 | 52.94% | +1.78% | -5.32% | -0.56% | 1.41% | 08:27 | 02:47 | 06:37 | 08:14 | 09:59 | 20:02 | 03:22 | 02:29 |
 | Bracer | 12 | 7.02% | 72.5 | 75.00% | +24.69% | +25.00% | -41.67% | -66.67% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Ring of Health | 12 | 7.02% | 70.0 | 66.67% | +15.73% | +33.33% | +33.33% | 0.00% | 28:46 | 18:35 | 19:58 | 24:51 | 31:06 | 48:05 | 11:08 | 08:14 |
 | Void Stone | 10 | 5.85% | 67.5 | 70.00% | +19.07% | -3.33% | +30.00% | 2.82% | 32:55 | 16:34 | 27:29 | 31:06 | 39:19 | 48:06 | 11:50 | 08:45 |
 | Buckler | 3 | 1.75% | 65.0 | 100.00% | +48.81% | 0.00% | 0.00% | 0.00% | 10:51 | -01:29 | -01:29 | 04:27 | 29:36 | 29:36 | 31:05 | 23:01 |
 | Ring of Basilius | 5 | 2.92% | 62.5 | 80.00% | +28.80% | +20.00% | +20.00% | 0.00% | 13:15 | 04:28 | 04:28 | 10:16 | 15:17 | 27:59 | 10:49 | 08:00 |
 | Wind Lace | 5 | 2.92% | 60.0 | 80.00% | +28.80% | +20.00% | -80.00% | 0.00% | 23:26 | 10:11 | 10:11 | 21:42 | 23:33 | 40:21 | 13:22 | 09:54 |
 | Glimmer Cape | 11 | 6.43% | 57.5 | 54.55% | +2.67% | +45.45% | -21.22% | -9.09% | 30:22 | 20:59 | 23:11 | 28:20 | 30:31 | 49:09 | 07:20 | 05:25 |
 | Aeon Disk | 6 | 3.51% | 55.0 | 66.67% | +15.15% | -16.67% | -66.67% | -6.22% | 43:55 | 39:51 | 40:54 | 42:10 | 48:56 | 49:03 | 08:02 | 05:57 |
 | Spirit Vessel | 2 | 1.17% | 52.5 | 100.00% | +48.52% | 0.00% | 0.00% | 0.00% | 22:50 | 19:01 | 19:01 | 26:39 | 26:39 | 26:39 | 07:38 | 05:39 |
 | Boots of Speed | 2 | 1.17% | 50.0 | 100.00% | +48.52% | 0.00% | 0.00% | 0.00% | 17:27 | 10:11 | 10:11 | 24:43 | 24:43 | 24:43 | 14:32 | 10:45 |
 | Linken's Sphere | 2 | 1.17% | 47.5 | 100.00% | +48.52% | 0.00% | 0.00% | 0.00% | 31:22 | 29:32 | 29:32 | 33:12 | 33:12 | 33:12 | 03:40 | 02:42 |
 | Lotus Orb | 5 | 2.92% | 45.0 | 60.00% | +8.19% | +40.00% | +40.00% | 0.00% | 41:55 | 38:09 | 38:09 | 39:48 | 43:47 | 48:28 | 05:38 | 04:10 |
 | Urn of Shadows | 5 | 2.92% | 42.5 | 60.00% | +8.19% | -60.00% | +40.00% | 0.00% | 10:16 | 05:25 | 05:25 | 12:04 | 12:29 | 12:41 | 07:04 | 05:14 |
 | Quelling Blade | 6 | 3.51% | 40.0 | 50.00% | -2.12% | 0.00% | +50.00% | 0.00% | 00:43 | -01:29 | -01:29 | -01:29 | -01:29 | 11:42 | 00:00 | 00:00 |
 | Sange | 3 | 1.75% | 37.5 | 66.67% | +14.88% | -66.67% | 0.00% | 0.00% | 40:19 | 30:37 | 30:37 | 41:50 | 48:29 | 48:29 | 17:52 | 13:14 |
 | Crown | 3 | 1.75% | 35.0 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 29:12 | 23:33 | 23:33 | 24:40 | 39:23 | 39:23 | 15:50 | 11:43 |
 | Blight Stone | 3 | 1.75% | 32.5 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 26:06 | 20:48 | 20:48 | 23:32 | 33:59 | 33:59 | 13:11 | 09:45 |
 | Medallion of Courage | 3 | 1.75% | 30.0 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 26:06 | 20:48 | 20:48 | 23:32 | 33:59 | 33:59 | 13:11 | 09:45 |
 | Solar Crest | 3 | 1.75% | 27.5 | 66.67% | +14.88% | +33.33% | 0.00% | 0.00% | 32:31 | 27:30 | 27:30 | 28:30 | 41:34 | 41:34 | 14:04 | 10:25 |
 | Hood of Defiance | 4 | 2.34% | 25.0 | 50.00% | -2.10% | +50.00% | -50.00% | 0.00% | 24:00 | 19:57 | 19:57 | 21:03 | 25:06 | 29:52 | 05:09 | 03:48 |
 | Tranquil Boots | 1 | 0.58% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 10:11 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.58% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 49:13 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.58% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.58% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 00:00 | 00:00 |
 | Bottle | 1 | 0.58% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 26:04 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.58% | 10.0 | 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 |
 | Force Staff | 2 | 1.17% | 7.5 | 50.00% | -2.07% | -50.00% | 0.00% | 0.00% | 30:50 | 20:37 | 20:37 | 41:03 | 41:03 | 41:03 | 20:26 | 15:08 |
 | Morbid Mask | 2 | 1.17% | 5.0 | 50.00% | -2.07% | +50.00% | 0.00% | 0.00% | 48:50 | 48:15 | 48:15 | 49:25 | 49:25 | 49:25 | 01:10 | 00:51 |
 | Falcon Blade | 2 | 1.17% | 2.5 | 50.00% | -2.07% | +50.00% | 0.00% | 0.00% | 14:27 | 14:13 | 14:13 | 14:41 | 14:41 | 14:41 | 00:28 | 00:20 |