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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 | |
 | Aghanim's Shard | 33 | 37.50% | 100.0 | 57.58% | +23.03% | +4.92% | -32.58% | -4.82% | 29:38 | 20:20 | 24:58 | 28:36 | 32:45 | 55:27 | 07:47 | 05:45 |
 | Chainmail | 11 | 12.50% | 97.1 | 72.73% | +33.77% | -39.40% | -6.06% | 0.00% | 19:09 | 14:42 | 15:20 | 18:18 | 21:15 | 26:20 | 05:55 | 04:22 |
 | Medallion of Courage | 11 | 12.50% | 94.1 | 72.73% | +33.77% | -39.40% | -6.06% | 0.00% | 19:51 | 15:05 | 16:43 | 19:23 | 21:15 | 26:21 | 04:32 | 03:21 |
 | Blight Stone | 11 | 12.50% | 91.2 | 72.73% | +33.77% | -6.06% | +27.27% | 0.00% | 18:23 | 10:26 | 15:58 | 19:23 | 20:05 | 26:21 | 04:07 | 03:02 |
 | Wind Lace | 48 | 54.55% | 88.2 | 50.00% | +15.00% | +16.67% | 0.00% | -1.85% | 13:31 | 02:38 | 07:09 | 12:24 | 16:11 | 37:53 | 09:02 | 06:41 |
 | Void Stone | 28 | 31.82% | 85.3 | 53.57% | +15.24% | +17.86% | +3.57% | -1.81% | 25:50 | 15:53 | 22:12 | 25:18 | 30:05 | 37:07 | 07:53 | 05:50 |
 | Boots of Speed | 88 | 100.00% | 82.4 | 43.18% | +43.18% | -15.91% | -6.82% | 2.49% | 07:47 | 02:07 | 06:01 | 07:55 | 09:40 | 12:07 | 03:39 | 02:42 |
 | Arcane Boots | 41 | 46.59% | 79.4 | 48.78% | +10.48% | -18.78% | -28.78% | -1.63% | 16:49 | 11:04 | 13:20 | 15:52 | 19:28 | 29:22 | 06:08 | 04:32 |
 | Tranquil Boots | 34 | 38.64% | 76.5 | 50.00% | +11.11% | -16.67% | +12.50% | 3.05% | 18:40 | 07:14 | 12:33 | 16:23 | 22:06 | 40:19 | 09:33 | 07:04 |
 | Magic Stick | 86 | 97.73% | 73.5 | 41.86% | -58.14% | +21.78% | -18.05% | -6.58% | 03:44 | -01:29 | -01:28 | 02:50 | 07:31 | 16:36 | 08:59 | 06:39 |
 | Aether Lens | 23 | 26.14% | 70.6 | 52.17% | +12.17% | +14.50% | +14.50% | 0.00% | 25:35 | 16:42 | 22:59 | 25:35 | 27:45 | 37:34 | 04:46 | 03:31 |
 | Fluffy Hat | 39 | 44.32% | 67.6 | 46.15% | +5.33% | +13.85% | +13.85% | 0.00% | 18:11 | 07:35 | 12:45 | 16:44 | 20:47 | 46:39 | 08:02 | 05:57 |
 | Ghost Scepter | 9 | 10.23% | 64.7 | 66.67% | +26.16% | -16.67% | -16.67% | 0.00% | 35:10 | 24:34 | 31:17 | 32:24 | 40:35 | 44:12 | 09:18 | 06:53 |
 | Solar Crest | 7 | 7.95% | 61.8 | 71.43% | +30.69% | -21.43% | -21.43% | 0.00% | 26:04 | 22:50 | 24:38 | 25:29 | 26:01 | 31:16 | 01:23 | 01:01 |
 | Magic Wand | 52 | 59.09% | 58.8 | 38.46% | -11.54% | -7.69% | +7.69% | 3.66% | 12:38 | 03:53 | 10:10 | 12:47 | 14:22 | 19:52 | 04:12 | 03:06 |
 | Glimmer Cape | 11 | 12.50% | 55.9 | 54.55% | +12.99% | +45.45% | -21.22% | 0.00% | 30:10 | 22:52 | 24:57 | 30:18 | 31:25 | 46:40 | 06:28 | 04:47 |
 | Crown | 26 | 29.55% | 52.9 | 42.31% | -1.24% | +0.55% | +7.69% | 1.22% | 17:46 | 10:19 | 15:06 | 17:23 | 20:58 | 27:07 | 05:52 | 04:20 |
 | Force Staff | 18 | 20.45% | 50.0 | 44.44% | +1.58% | +35.56% | +5.56% | -3.20% | 29:48 | 22:19 | 24:13 | 27:46 | 33:35 | 46:39 | 09:22 | 06:56 |
 | Ring of Basilius | 27 | 30.68% | 47.1 | 37.04% | -8.86% | +5.82% | -22.75% | -5.23% | 11:12 | 04:20 | 08:24 | 10:52 | 13:52 | 20:50 | 05:28 | 04:02 |
 | Veil of Discord | 20 | 22.73% | 44.1 | 35.00% | -10.59% | +5.00% | -15.00% | -3.79% | 18:30 | 13:28 | 15:47 | 17:24 | 21:04 | 23:41 | 05:17 | 03:54 |
 | Orb of Venom | 15 | 17.05% | 41.2 | 33.33% | -11.88% | +66.67% | -33.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 4.55% | 38.2 | 50.00% | +7.14% | -50.00% | -50.00% | 0.00% | 05:05 | -01:29 | -01:29 | -01:29 | 07:42 | 15:35 | 09:11 | 06:48 |
 | Urn of Shadows | 1 | 1.14% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 5.68% | 32.4 | 40.00% | -3.37% | -40.00% | +60.00% | 0.00% | 34:11 | 19:24 | 19:24 | 34:47 | 37:49 | 49:44 | 18:25 | 13:38 |
 | Ring of Protection | 7 | 7.95% | 29.4 | 28.57% | -15.87% | -28.57% | +21.43% | 0.00% | 00:19 | -01:29 | -01:29 | -01:29 | -01:29 | 11:03 | 00:00 | 00:00 |
 | Ring of Health | 2 | 2.27% | 26.5 | 50.00% | +6.98% | +50.00% | 0.00% | 0.00% | 29:38 | 27:49 | 27:49 | 31:26 | 31:26 | 31:26 | 03:37 | 02:40 |
 | Morbid Mask | 2 | 2.27% | 23.5 | 50.00% | +6.98% | +50.00% | 0.00% | 0.00% | 32:41 | 25:12 | 25:12 | 40:10 | 40:10 | 40:10 | 14:58 | 11:05 |
 | Aghanim's Scepter | 1 | 1.14% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.14% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.14% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.14% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Buckler | 1 | 1.14% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 29:32 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.14% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 02:05 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.14% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 |