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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 | |
 | Chainmail | 17 | 28.33% | 100.0 | 82.35% | +24.21% | -7.35% | +17.65% | 1.95% | 23:01 | 12:59 | 16:23 | 22:14 | 29:11 | 36:44 | 12:48 | 09:28 |
 | Magic Stick | 56 | 93.33% | 97.2 | 66.07% | +16.07% | -1.78% | +5.36% | 1.24% | 03:39 | -01:29 | 00:17 | 02:19 | 06:03 | 17:52 | 05:46 | 04:16 |
 | Boots of Speed | 60 | 100.00% | 94.4 | 65.00% | +65.00% | +15.00% | -18.33% | -11.49% | 08:29 | -01:29 | 07:02 | 08:28 | 09:56 | 15:18 | 02:54 | 02:08 |
 | Fluffy Hat | 33 | 55.00% | 91.7 | 69.70% | +10.44% | +17.80% | -19.70% | -1.97% | 22:26 | -01:29 | 13:43 | 18:07 | 32:47 | 49:54 | 19:04 | 14:07 |
 | Ring of Basilius | 20 | 33.33% | 88.9 | 75.00% | +15.00% | -35.00% | +25.00% | 7.58% | 06:02 | -01:29 | 02:37 | 04:42 | 10:32 | 13:13 | 07:55 | 05:51 |
 | Crown | 17 | 28.33% | 86.1 | 76.47% | +16.00% | -1.47% | -1.47% | 0.00% | 23:50 | 13:13 | 18:05 | 22:56 | 28:38 | 34:28 | 10:33 | 07:48 |
 | Force Staff | 28 | 46.67% | 83.3 | 67.86% | +5.36% | +17.85% | -10.72% | -2.77% | 31:40 | 18:48 | 24:30 | 31:18 | 34:48 | 49:55 | 10:18 | 07:37 |
 | Solar Crest | 13 | 21.67% | 80.6 | 76.92% | +15.22% | +23.08% | +23.08% | 0.00% | 28:48 | 24:14 | 24:19 | 27:02 | 33:40 | 38:23 | 09:21 | 06:55 |
 | Medallion of Courage | 13 | 21.67% | 77.8 | 76.92% | +15.22% | -10.25% | +23.08% | 3.03% | 24:06 | 16:14 | 18:11 | 23:14 | 29:12 | 34:28 | 11:01 | 08:09 |
 | Aghanim's Shard | 29 | 48.33% | 75.0 | 65.52% | +1.00% | +20.19% | -8.38% | -2.28% | 28:56 | 20:00 | 20:14 | 27:58 | 32:45 | 50:21 | 12:31 | 09:16 |
 | Magic Wand | 44 | 73.33% | 72.2 | 61.36% | -13.64% | +11.37% | -6.81% | -2.69% | 10:28 | 01:33 | 07:00 | 11:02 | 13:45 | 20:41 | 06:45 | 05:00 |
 | Arcane Boots | 15 | 25.00% | 69.4 | 73.33% | +11.11% | +26.67% | +26.67% | 0.00% | 15:29 | 10:13 | 11:38 | 13:11 | 16:35 | 25:06 | 04:57 | 03:40 |
 | Glimmer Cape | 28 | 46.67% | 66.7 | 64.29% | -1.34% | -7.15% | -21.43% | -1.60% | 25:37 | 18:28 | 20:39 | 24:37 | 29:35 | 37:43 | 08:56 | 06:37 |
 | Headdress | 7 | 11.67% | 63.9 | 85.71% | +23.45% | +14.29% | +14.29% | 0.00% | 16:15 | -01:29 | 13:13 | 14:48 | 17:39 | 36:43 | 04:26 | 03:17 |
 | Blight Stone | 16 | 26.67% | 61.1 | 68.75% | +5.11% | +31.25% | +6.25% | -1.05% | 13:24 | -01:29 | -01:29 | 14:50 | 25:21 | 34:28 | 26:50 | 19:52 |
 | Mekansm | 4 | 6.67% | 58.3 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 25:03 | 16:31 | 16:31 | 23:09 | 23:47 | 36:44 | 07:16 | 05:22 |
 | Spirit Vessel | 4 | 6.67% | 55.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 22:05 | 18:26 | 18:26 | 20:55 | 23:27 | 25:32 | 05:01 | 03:42 |
 | Wind Lace | 40 | 66.67% | 52.8 | 57.50% | -22.50% | +2.50% | -7.50% | -1.71% | 12:46 | 02:07 | 08:01 | 10:26 | 13:51 | 35:03 | 05:50 | 04:19 |
 | Tranquil Boots | 32 | 53.33% | 50.0 | 56.25% | -18.75% | +31.25% | -18.75% | -10.75% | 14:14 | 06:50 | 10:44 | 12:24 | 15:23 | 38:03 | 04:39 | 03:26 |
 | Void Stone | 8 | 13.33% | 47.2 | 75.00% | +11.54% | +25.00% | -25.00% | 0.00% | 39:47 | 15:19 | 21:07 | 45:21 | 47:12 | 57:45 | 26:05 | 19:19 |
 | Ghost Scepter | 14 | 23.33% | 44.4 | 64.29% | -0.93% | +10.71% | +35.71% | 2.19% | 34:01 | 21:47 | 28:37 | 33:28 | 40:01 | 47:36 | 11:24 | 08:26 |
 | Ring of Protection | 12 | 20.00% | 41.7 | 66.67% | +2.09% | 0.00% | 0.00% | 0.00% | 15:56 | -01:28 | 04:28 | 10:53 | 18:26 | 52:18 | 13:58 | 10:20 |
 | Buckler | 3 | 5.00% | 38.9 | 100.00% | +36.84% | 0.00% | 0.00% | 0.00% | 37:51 | 18:26 | 18:26 | 42:49 | 52:18 | 52:18 | 33:52 | 25:05 |
 | Urn of Shadows | 8 | 13.33% | 36.1 | 62.50% | -2.88% | +37.50% | -12.50% | 0.00% | 12:52 | 07:05 | 07:26 | 11:46 | 15:26 | 23:23 | 08:00 | 05:55 |
 | Eul's Scepter of Divinity | 2 | 3.33% | 33.3 | 100.00% | +36.21% | 0.00% | 0.00% | 0.00% | 21:45 | 21:33 | 21:33 | 21:56 | 21:56 | 21:56 | 00:23 | 00:17 |
 | Scythe of Vyse | 2 | 3.33% | 30.6 | 100.00% | +36.21% | 0.00% | 0.00% | 0.00% | 52:29 | 47:12 | 47:12 | 57:45 | 57:45 | 57:45 | 10:33 | 07:48 |
 | Veil of Discord | 3 | 5.00% | 27.8 | 66.67% | +1.76% | -66.67% | 0.00% | 0.00% | 18:44 | 13:52 | 13:52 | 15:15 | 27:04 | 27:04 | 13:12 | 09:46 |
 | Holy Locket | 1 | 1.67% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.67% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.67% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 57:31 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.67% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.67% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.67% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 5.00% | 8.3 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 50:22 | 46:19 | 46:19 | 47:56 | 56:52 | 56:52 | 10:33 | 07:48 |
 | Ring of Health | 3 | 5.00% | 5.6 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 49:25 | 45:21 | 45:21 | 46:01 | 56:52 | 56:52 | 11:31 | 08:31 |
 | Kaya | 1 | 1.67% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |