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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 | 12 | 11.21% | 100.0 | 83.33% | +41.22% | +16.67% | -16.66% | -4.25% | 25:32 | 19:05 | 20:53 | 22:23 | 28:43 | 39:12 | 07:50 | 05:48 |
 | Aghanim's Shard | 77 | 71.96% | 97.7 | 54.55% | +27.88% | -7.18% | +3.34% | 1.77% | 21:45 | 15:01 | 17:41 | 19:54 | 23:37 | 42:50 | 05:56 | 04:23 |
 | Arcane Boots | 68 | 63.55% | 95.3 | 54.41% | +21.08% | +4.41% | -13.23% | -4.52% | 15:21 | 10:14 | 12:25 | 13:32 | 16:19 | 38:19 | 03:54 | 02:53 |
 | Headdress | 16 | 14.95% | 93.0 | 68.75% | +25.89% | +6.25% | -18.75% | -3.75% | 18:48 | -01:29 | 16:33 | 20:14 | 23:13 | 28:18 | 06:40 | 04:56 |
 | Magic Wand | 75 | 70.09% | 90.7 | 52.00% | +17.62% | +11.16% | -15.16% | -5.30% | 10:19 | 02:35 | 07:15 | 09:53 | 12:13 | 36:38 | 04:58 | 03:40 |
 | Magic Stick | 92 | 85.98% | 88.4 | 50.00% | +23.33% | +6.52% | -15.22% | -2.33% | 05:43 | -01:30 | 00:12 | 06:16 | 09:33 | 28:19 | 09:21 | 06:55 |
 | Fluffy Hat | 57 | 53.27% | 86.0 | 52.63% | +12.63% | -2.63% | +4.51% | 0.55% | 20:24 | -01:29 | 14:20 | 19:25 | 27:15 | 41:54 | 12:55 | 09:34 |
 | Ring of Health | 11 | 10.28% | 83.7 | 72.73% | +28.98% | -6.06% | -39.40% | -5.88% | 33:00 | 18:03 | 29:43 | 30:55 | 35:23 | 47:54 | 05:40 | 04:11 |
 | Ring of Protection | 15 | 14.02% | 81.4 | 66.67% | +23.19% | +8.33% | -16.67% | -2.05% | 25:08 | 13:31 | 16:10 | 24:22 | 28:20 | 42:11 | 12:10 | 09:00 |
 | Ring of Basilius | 52 | 48.60% | 79.1 | 51.92% | +10.10% | -5.77% | +9.62% | 3.33% | 05:19 | -01:29 | 01:15 | 03:35 | 05:52 | 32:00 | 04:37 | 03:25 |
 | Force Staff | 32 | 29.91% | 76.7 | 56.25% | +13.58% | -31.25% | +31.25% | 5.98% | 29:47 | 21:29 | 23:23 | 28:02 | 33:50 | 41:54 | 10:27 | 07:44 |
 | Boots of Speed | 107 | 100.00% | 74.4 | 46.73% | +46.73% | +1.42% | +8.83% | 2.28% | 07:50 | -01:29 | 06:18 | 08:08 | 09:33 | 16:30 | 03:15 | 02:24 |
 | Wind Lace | 41 | 38.32% | 72.1 | 51.22% | +7.28% | -11.22% | +18.78% | 2.62% | 11:15 | -01:29 | 02:54 | 06:51 | 14:22 | 59:22 | 11:28 | 08:29 |
 | Buckler | 14 | 13.08% | 69.8 | 64.29% | +20.20% | +10.71% | -30.96% | -2.86% | 26:02 | 13:39 | 18:12 | 24:22 | 32:47 | 42:11 | 14:35 | 10:48 |
 | Vladmir's Offering | 14 | 13.08% | 67.4 | 64.29% | +20.20% | +10.71% | -30.96% | -6.25% | 30:12 | 21:50 | 26:08 | 27:22 | 32:48 | 42:11 | 06:40 | 04:56 |
 | Morbid Mask | 14 | 13.08% | 65.1 | 64.29% | +20.20% | +10.71% | -30.96% | -5.33% | 29:25 | 21:26 | 24:58 | 26:51 | 32:47 | 42:11 | 07:49 | 05:47 |
 | Void Stone | 10 | 9.35% | 62.8 | 70.00% | +25.67% | -3.33% | -20.00% | -2.60% | 32:58 | 20:06 | 29:52 | 30:55 | 36:17 | 47:52 | 06:25 | 04:45 |
 | Glimmer Cape | 26 | 24.30% | 60.5 | 53.85% | +9.41% | +3.29% | -20.52% | -3.23% | 28:52 | 18:39 | 24:42 | 28:50 | 32:04 | 39:26 | 07:22 | 05:27 |
 | Tranquil Boots | 18 | 16.82% | 58.1 | 55.56% | +10.62% | -15.56% | +19.44% | 2.02% | 21:34 | 09:48 | 11:50 | 21:24 | 29:09 | 44:07 | 17:19 | 12:49 |
 | Wraith Pact | 9 | 8.41% | 55.8 | 66.67% | +21.77% | +33.33% | -66.67% | -11.11% | 34:35 | 26:50 | 28:32 | 31:43 | 37:32 | 50:56 | 09:00 | 06:40 |
 | Lotus Orb | 5 | 4.67% | 53.5 | 80.00% | +34.90% | +20.00% | -80.00% | 0.00% | 33:13 | 30:03 | 30:03 | 33:50 | 35:42 | 36:18 | 05:39 | 04:11 |
 | Ghost Scepter | 6 | 5.61% | 51.2 | 66.67% | +21.13% | -16.67% | +33.33% | 0.00% | 30:49 | 19:05 | 27:15 | 29:49 | 37:04 | 37:56 | 09:49 | 07:16 |
 | Blight Stone | 2 | 1.87% | 48.8 | 100.00% | +54.29% | 0.00% | 0.00% | 0.00% | 19:25 | -01:29 | -01:29 | 40:19 | 40:19 | 40:19 | 41:48 | 30:57 |
 | Drum of Endurance | 7 | 6.54% | 46.5 | 57.14% | +11.14% | -7.14% | -7.14% | 0.00% | 32:04 | 18:53 | 19:42 | 27:24 | 28:06 | 59:22 | 08:24 | 06:13 |
 | Null Talisman | 13 | 12.15% | 44.2 | 38.46% | -9.41% | -5.13% | -5.13% | 0.00% | 00:08 | -01:30 | -01:29 | -01:29 | -01:29 | 15:05 | 00:00 | 00:00 |
 | Crown | 3 | 2.80% | 41.9 | 66.67% | +20.52% | -66.67% | 0.00% | 0.00% | 28:19 | 12:22 | 12:22 | 32:16 | 40:19 | 40:19 | 27:57 | 20:42 |
 | Aether Lens | 1 | 0.93% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.93% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.93% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.93% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.93% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.93% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.93% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 |
 | Kaya | 1 | 0.93% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.93% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 1.87% | 18.6 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 51:28 | 46:23 | 46:23 | 56:33 | 56:33 | 56:33 | 10:10 | 07:31 |
 | Veil of Discord | 2 | 1.87% | 16.3 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 23:10 | 13:33 | 13:33 | 32:47 | 32:47 | 32:47 | 19:14 | 14:14 |
 | Hood of Defiance | 2 | 1.87% | 14.0 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 21:23 | 18:11 | 18:11 | 24:34 | 24:34 | 24:34 | 06:23 | 04:43 |
 | Pipe of Insight | 2 | 1.87% | 11.6 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 25:54 | 23:12 | 23:12 | 28:36 | 28:36 | 28:36 | 05:24 | 04:00 |
 | Quelling Blade | 4 | 3.74% | 9.3 | 25.00% | -22.57% | -25.00% | +75.00% | 0.00% | 07:09 | 02:12 | 02:12 | 05:41 | 08:55 | 11:47 | 06:43 | 04:58 |
 | Aeon Disk | 1 | 0.93% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.93% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 0.93% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |