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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 | |
 | Aeon Disk | 4 | 8.51% | 100.0 | 100.00% | +58.14% | 0.00% | 0.00% | 0.00% | 46:32 | 41:55 | 41:55 | 47:18 | 47:56 | 48:57 | 06:01 | 04:27 |
 | Void Stone | 24 | 51.06% | 97.4 | 62.50% | +32.07% | +4.17% | +4.17% | 0.00% | 28:31 | 12:28 | 19:31 | 29:48 | 35:15 | 45:12 | 15:44 | 11:39 |
 | Wind Lace | 15 | 31.91% | 94.9 | 66.67% | +29.17% | +8.33% | +8.33% | 0.00% | 14:53 | 04:45 | 08:04 | 13:04 | 15:15 | 40:01 | 07:11 | 05:19 |
 | Ring of Health | 21 | 44.68% | 92.3 | 61.90% | +27.28% | +18.10% | -1.90% | -0.96% | 30:07 | 09:49 | 19:40 | 30:27 | 40:36 | 50:00 | 20:56 | 15:30 |
 | Hood of Defiance | 6 | 12.77% | 89.7 | 83.33% | +41.87% | +16.67% | +16.67% | 0.00% | 17:46 | 09:49 | 16:52 | 19:32 | 20:15 | 20:20 | 03:23 | 02:30 |
 | Octarine Core | 6 | 12.77% | 87.2 | 83.33% | +41.87% | +16.67% | +16.67% | 0.00% | 37:43 | 29:13 | 29:17 | 36:31 | 41:50 | 52:22 | 12:33 | 09:17 |
 | Pipe of Insight | 6 | 12.77% | 84.6 | 83.33% | +41.87% | +16.67% | -83.33% | 0.00% | 21:28 | 15:14 | 20:44 | 21:30 | 22:41 | 26:34 | 01:57 | 01:26 |
 | Headdress | 40 | 85.11% | 82.1 | 52.50% | +38.21% | -12.50% | +7.50% | 9.09% | 07:29 | -01:29 | 06:29 | 07:23 | 08:41 | 14:31 | 02:12 | 01:37 |
 | Aghanim's Shard | 18 | 38.30% | 79.5 | 61.11% | +23.18% | +18.89% | -11.11% | -3.30% | 21:17 | 15:02 | 15:59 | 17:14 | 25:04 | 56:22 | 09:05 | 06:43 |
 | Mekansm | 39 | 82.98% | 76.9 | 51.28% | +26.28% | +8.72% | +8.72% | 0.00% | 11:05 | 08:33 | 10:04 | 10:46 | 11:20 | 20:41 | 01:16 | 00:56 |
 | Chainmail | 39 | 82.98% | 74.4 | 51.28% | +26.28% | -11.28% | +28.72% | 34.29% | 08:54 | 06:20 | 07:47 | 08:34 | 08:57 | 20:23 | 01:10 | 00:51 |
 | Boots of Speed | 47 | 100.00% | 71.8 | 46.81% | +46.81% | +11.52% | -5.14% | -16.39% | 02:56 | -01:29 | 02:34 | 03:02 | 03:35 | 05:10 | 01:01 | 00:45 |
 | Arcane Boots | 47 | 100.00% | 69.2 | 46.81% | +46.81% | -5.14% | +3.19% | 6.94% | 05:50 | 03:45 | 05:00 | 05:35 | 06:12 | 14:25 | 01:12 | 00:53 |
 | Aether Lens | 13 | 27.66% | 66.7 | 61.54% | +20.36% | +5.13% | +5.13% | 0.00% | 26:29 | 13:11 | 18:57 | 24:29 | 33:18 | 40:04 | 14:21 | 10:37 |
 | Magic Wand | 41 | 87.23% | 64.1 | 46.34% | -3.66% | +3.66% | +3.66% | 0.00% | 03:53 | -01:30 | -01:29 | -01:28 | 06:33 | 24:54 | 08:02 | 05:57 |
 | Buckler | 31 | 65.96% | 61.5 | 48.39% | +4.64% | +14.11% | -10.89% | -8.82% | 10:24 | -01:29 | 10:00 | 11:20 | 12:50 | 18:27 | 02:50 | 02:05 |
 | Magic Stick | 22 | 46.81% | 59.0 | 50.00% | +6.00% | +16.67% | -50.00% | -10.28% | 04:46 | -01:29 | -01:29 | 03:36 | 07:58 | 24:52 | 09:27 | 07:00 |
 | Ring of Protection | 33 | 70.21% | 56.4 | 45.45% | -4.55% | +4.55% | -7.95% | -2.20% | 09:57 | 01:44 | 07:00 | 11:08 | 12:41 | 14:43 | 05:41 | 04:12 |
 | Blink Dagger | 39 | 82.98% | 53.8 | 43.59% | -18.91% | -3.59% | +16.41% | 2.95% | 22:14 | 12:32 | 18:39 | 21:20 | 25:26 | 36:57 | 06:47 | 05:01 |
 | Guardian Greaves | 29 | 61.70% | 51.3 | 44.83% | -5.17% | -16.26% | +26.60% | 22.56% | 14:56 | 12:40 | 13:49 | 14:36 | 15:43 | 21:18 | 01:54 | 01:24 |
 | Black King Bar | 29 | 61.70% | 48.7 | 44.83% | -5.17% | -1.97% | -16.26% | -1.95% | 27:59 | 20:18 | 23:27 | 27:21 | 30:47 | 39:29 | 07:20 | 05:25 |
 | Refresher Orb | 9 | 19.15% | 46.2 | 55.56% | +10.82% | -5.56% | -5.56% | 0.00% | 41:47 | 30:48 | 31:58 | 45:02 | 46:04 | 51:18 | 14:06 | 10:26 |
 | Wraith Pact | 4 | 8.51% | 43.6 | 75.00% | +30.81% | +25.00% | +25.00% | 0.00% | 25:56 | 20:06 | 20:06 | 26:08 | 28:27 | 29:02 | 08:21 | 06:11 |
 | Vladmir's Offering | 4 | 8.51% | 41.0 | 75.00% | +30.81% | +25.00% | +25.00% | 0.00% | 21:45 | 15:21 | 15:21 | 19:48 | 25:41 | 26:09 | 10:20 | 07:39 |
 | Morbid Mask | 4 | 8.51% | 38.5 | 75.00% | +30.81% | +25.00% | +25.00% | 0.00% | 20:35 | 14:56 | 14:56 | 19:03 | 24:01 | 24:21 | 09:05 | 06:43 |
 | Scythe of Vyse | 2 | 4.26% | 35.9 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 38:15 | 37:43 | 37:43 | 38:46 | 38:46 | 38:46 | 01:03 | 00:46 |
 | Null Talisman | 7 | 14.89% | 33.3 | 57.14% | +12.14% | -57.14% | -7.14% | 0.00% | 02:29 | -01:29 | 01:35 | 01:58 | 02:09 | 07:52 | 00:34 | 00:25 |
 | Linken's Sphere | 7 | 14.89% | 30.8 | 57.14% | +12.14% | -7.14% | -7.14% | 0.00% | 40:43 | 32:31 | 33:20 | 38:37 | 42:33 | 50:59 | 09:13 | 06:49 |
 | Quelling Blade | 5 | 10.64% | 28.2 | 60.00% | +14.76% | -60.00% | -60.00% | 0.00% | 03:06 | -01:29 | -01:29 | 05:42 | 06:01 | 06:46 | 07:30 | 05:33 |
 | Ring of Basilius | 7 | 14.89% | 25.6 | 42.86% | -4.64% | -42.86% | +57.14% | 0.00% | 12:15 | -01:26 | 02:35 | 13:38 | 19:29 | 26:09 | 16:54 | 12:31 |
 | Spirit Vessel | 4 | 8.51% | 23.1 | 50.00% | +3.49% | +50.00% | -50.00% | 0.00% | 13:17 | 10:46 | 10:46 | 12:19 | 14:46 | 15:16 | 04:00 | 02:57 |
 | Hand of Midas | 9 | 19.15% | 20.5 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 16:37 | 10:06 | 10:20 | 15:02 | 19:18 | 33:26 | 08:58 | 06:38 |
 | Meteor Hammer | 1 | 2.13% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 12:28 | 00:00 | 00:00 |
 | Blight Stone | 1 | 2.13% | 15.4 | 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 |
 | Crown | 1 | 2.13% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 11:17 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 2.13% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 15:44 | 00:00 | 00:00 |
 | Urn of Shadows | 5 | 10.64% | 7.7 | 40.00% | -7.62% | -40.00% | -40.00% | 0.00% | 06:53 | 03:03 | 03:03 | 08:05 | 08:56 | 09:51 | 05:53 | 04:21 |
 | Boots of Travel | 2 | 4.26% | 5.1 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 33:14 | 31:49 | 31:49 | 34:38 | 34:38 | 34:38 | 02:49 | 02:05 |
 | Aghanim's Scepter | 2 | 4.26% | 2.6 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 33:31 | 33:23 | 33:23 | 33:38 | 33:38 | 33:38 | 00:15 | 00:11 |