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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 | |
 | Ring of Health | 4 | 8.00% | 100.0 | 100.00% | +63.04% | 0.00% | 0.00% | 0.00% | 38:36 | 30:20 | 30:20 | 31:33 | 35:45 | 56:45 | 05:25 | 04:00 |
 | Headdress | 8 | 16.00% | 97.7 | 75.00% | +39.29% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Wind Lace | 13 | 26.00% | 95.5 | 61.54% | +26.40% | -28.21% | +5.13% | 2.90% | 27:22 | 07:59 | 21:10 | 25:13 | 32:39 | 50:05 | 11:29 | 08:30 |
 | Tranquil Boots | 9 | 18.00% | 93.2 | 66.67% | +30.08% | -66.67% | +33.33% | 10.40% | 26:00 | 15:07 | 19:25 | 25:26 | 29:02 | 39:42 | 09:37 | 07:07 |
 | Magic Stick | 47 | 94.00% | 90.9 | 42.55% | +9.22% | +15.78% | -0.88% | -10.98% | 02:13 | -01:29 | -01:29 | 01:48 | 03:00 | 20:42 | 04:29 | 03:19 |
 | Boots of Speed | 50 | 100.00% | 88.6 | 42.00% | +42.00% | +4.15% | -0.33% | -1.22% | 06:51 | -01:28 | 04:22 | 06:58 | 08:03 | 17:26 | 03:41 | 02:43 |
 | Aghanim's Shard | 17 | 34.00% | 86.4 | 52.94% | +16.58% | +22.06% | -2.94% | -2.22% | 29:04 | 19:22 | 21:43 | 26:51 | 32:58 | 42:37 | 11:15 | 08:20 |
 | Arcane Boots | 43 | 86.00% | 84.1 | 41.86% | -1.00% | +12.69% | -5.50% | -4.18% | 14:27 | 07:45 | 11:40 | 13:41 | 16:01 | 26:21 | 04:21 | 03:13 |
 | Force Staff | 15 | 30.00% | 81.8 | 53.33% | +16.19% | -3.33% | +21.67% | 4.17% | 24:44 | 16:35 | 21:56 | 23:49 | 27:56 | 40:02 | 06:00 | 04:26 |
 | Void Stone | 33 | 66.00% | 79.5 | 42.42% | +1.24% | +20.08% | +7.58% | -1.55% | 21:41 | 12:37 | 16:04 | 18:53 | 24:08 | 50:39 | 08:04 | 05:58 |
 | Fluffy Hat | 22 | 44.00% | 77.3 | 45.45% | +6.16% | -12.12% | +14.55% | 2.44% | 19:31 | 08:12 | 14:11 | 16:24 | 25:08 | 40:02 | 10:57 | 08:06 |
 | Crown | 6 | 12.00% | 75.0 | 66.67% | +28.03% | +33.33% | -66.67% | -8.52% | 16:37 | 09:25 | 09:26 | 11:54 | 21:10 | 31:39 | 11:44 | 08:41 |
 | Ring of Basilius | 6 | 12.00% | 72.7 | 66.67% | +28.03% | +33.33% | -66.67% | -2.07% | 28:54 | 08:49 | 11:53 | 13:03 | 60:13 | 1:05:06 | 48:20 | 35:48 |
 | Magic Wand | 41 | 82.00% | 70.5 | 36.59% | -30.08% | -6.59% | +3.41% | 1.22% | 09:19 | 01:03 | 03:58 | 08:10 | 12:08 | 29:37 | 08:10 | 06:02 |
 | Veil of Discord | 4 | 8.00% | 68.2 | 75.00% | +35.87% | +25.00% | -75.00% | 0.00% | 17:08 | 12:44 | 12:44 | 15:03 | 15:27 | 25:18 | 02:43 | 02:00 |
 | Octarine Core | 4 | 8.00% | 65.9 | 75.00% | +35.87% | +25.00% | +25.00% | 0.00% | 43:02 | 32:51 | 32:51 | 33:47 | 50:40 | 54:48 | 17:49 | 13:11 |
 | Aether Lens | 30 | 60.00% | 63.6 | 36.67% | -13.33% | +13.33% | -22.38% | -6.23% | 22:21 | 16:02 | 18:31 | 21:07 | 24:15 | 35:43 | 05:44 | 04:14 |
 | Solar Crest | 2 | 4.00% | 61.4 | 100.00% | +60.42% | 0.00% | 0.00% | 0.00% | 30:31 | 22:48 | 22:48 | 38:13 | 38:13 | 38:13 | 15:25 | 11:25 |
 | Lotus Orb | 2 | 4.00% | 59.1 | 100.00% | +60.42% | 0.00% | 0.00% | 0.00% | 31:06 | 30:38 | 30:38 | 31:34 | 31:34 | 31:34 | 00:56 | 00:41 |
 | Blink Dagger | 11 | 22.00% | 56.8 | 45.45% | +4.42% | +21.22% | -12.12% | -3.36% | 29:33 | 19:43 | 23:02 | 29:12 | 32:58 | 46:15 | 09:56 | 07:21 |
 | Blight Stone | 20 | 40.00% | 54.5 | 35.00% | -11.67% | +5.00% | +65.00% | 60.00% | 00:33 | -01:29 | -01:29 | -01:29 | -01:28 | 38:12 | 00:01 | 00:00 |
 | Glimmer Cape | 9 | 18.00% | 52.3 | 44.44% | +2.98% | -44.44% | +5.56% | 5.39% | 29:29 | 18:10 | 22:43 | 30:20 | 32:00 | 41:29 | 09:17 | 06:52 |
 | Medallion of Courage | 3 | 6.00% | 50.0 | 66.67% | +26.24% | -66.67% | 0.00% | 0.00% | 22:38 | 10:45 | 10:45 | 18:56 | 38:12 | 38:12 | 27:27 | 20:20 |
 | Maelstrom | 3 | 6.00% | 47.7 | 66.67% | +26.24% | -66.67% | 0.00% | 0.00% | 23:15 | 20:08 | 20:08 | 22:33 | 27:03 | 27:03 | 06:55 | 05:07 |
 | Chainmail | 3 | 6.00% | 45.5 | 66.67% | +26.24% | -66.67% | 0.00% | 0.00% | 22:12 | 09:52 | 09:52 | 18:31 | 38:12 | 38:12 | 28:20 | 20:59 |
 | Javelin | 3 | 6.00% | 43.2 | 66.67% | +26.24% | -66.67% | 0.00% | 0.00% | 20:18 | 15:27 | 15:27 | 18:51 | 26:35 | 26:35 | 11:08 | 08:14 |
 | Ring of Protection | 14 | 28.00% | 40.9 | 28.57% | -18.65% | -3.57% | +4.76% | 1.97% | 16:18 | -01:21 | 07:35 | 08:46 | 11:49 | 1:05:06 | 04:14 | 03:08 |
 | Linken's Sphere | 1 | 2.00% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:56 | 56:56 | 56:56 | 56:56 | 56:56 | 56:56 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.00% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Bracer | 1 | 2.00% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 10.00% | 31.8 | 40.00% | -2.22% | -40.00% | -40.00% | 0.00% | 35:15 | 29:22 | 29:22 | 32:50 | 40:27 | 42:38 | 11:05 | 08:12 |
 | Urn of Shadows | 12 | 24.00% | 29.5 | 25.00% | -22.37% | +8.33% | -25.00% | -7.55% | 10:17 | 04:38 | 07:45 | 09:46 | 12:10 | 17:08 | 04:25 | 03:16 |
 | Vladmir's Offering | 2 | 4.00% | 27.3 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 1:02:40 | 60:13 | 60:13 | 1:05:06 | 1:05:06 | 1:05:06 | 04:53 | 03:37 |
 | Scythe of Vyse | 2 | 4.00% | 25.0 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 55:40 | 52:39 | 52:39 | 58:41 | 58:41 | 58:41 | 06:02 | 04:28 |
 | Buckler | 2 | 4.00% | 22.7 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 1:02:40 | 60:13 | 60:13 | 1:05:06 | 1:05:06 | 1:05:06 | 04:53 | 03:37 |
 | Morbid Mask | 2 | 4.00% | 22.7 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 1:02:40 | 60:13 | 60:13 | 1:05:06 | 1:05:06 | 1:05:06 | 04:53 | 03:37 |
 | Ghost Scepter | 3 | 6.00% | 18.2 | 33.33% | -9.22% | +66.67% | 0.00% | 0.00% | 35:21 | 24:34 | 24:34 | 35:01 | 46:27 | 46:27 | 21:53 | 16:12 |
 | Aeon Disk | 3 | 6.00% | 15.9 | 33.33% | -9.22% | -33.33% | 0.00% | 0.00% | 48:59 | 42:03 | 42:03 | 46:46 | 58:09 | 58:09 | 16:06 | 11:55 |
 | Kaya | 3 | 6.00% | 13.6 | 33.33% | -9.22% | -33.33% | 0.00% | 0.00% | 50:48 | 41:53 | 41:53 | 50:03 | 60:27 | 60:27 | 18:34 | 13:45 |
 | Spirit Vessel | 7 | 14.00% | 11.4 | 14.29% | -32.22% | -14.29% | -14.29% | 0.00% | 20:48 | 12:47 | 18:49 | 19:03 | 21:34 | 27:33 | 02:45 | 02:02 |
 | Ethereal Blade | 1 | 2.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 46:31 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 2.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Gleipnir | 1 | 2.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |