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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 | 27 | 42.86% | 100.0 | 70.37% | +31.48% | +15.34% | -13.23% | -2.60% | 31:14 | 20:02 | 24:11 | 30:10 | 35:11 | 53:32 | 11:00 | 08:08 |
 | Aeon Disk | 14 | 22.22% | 97.4 | 78.57% | +33.67% | -3.57% | -11.90% | -0.57% | 43:23 | 32:46 | 33:41 | 42:40 | 48:16 | 1:07:19 | 14:35 | 10:48 |
 | Medallion of Courage | 5 | 7.94% | 94.9 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 33:42 | 25:21 | 25:21 | 32:08 | 38:55 | 43:50 | 13:34 | 10:02 |
 | Chainmail | 5 | 7.94% | 92.3 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 33:29 | 25:03 | 25:03 | 32:08 | 38:55 | 43:48 | 13:52 | 10:16 |
 | Ghost Scepter | 12 | 19.05% | 89.7 | 75.00% | +27.94% | -8.33% | -8.33% | 0.00% | 29:40 | 13:58 | 22:04 | 29:37 | 33:12 | 55:27 | 11:08 | 08:14 |
 | Arcane Boots | 23 | 36.51% | 87.2 | 65.22% | +20.22% | +18.11% | -15.22% | -6.35% | 17:26 | 10:28 | 13:33 | 16:46 | 18:48 | 34:10 | 05:15 | 03:53 |
 | Magic Stick | 60 | 95.24% | 84.6 | 53.33% | +20.00% | 0.00% | -6.66% | -1.04% | 03:31 | -01:30 | -01:29 | 01:17 | 07:54 | 15:52 | 09:23 | 06:57 |
 | Boots of Speed | 63 | 100.00% | 82.1 | 52.38% | +52.38% | +3.87% | -27.38% | -8.93% | 07:37 | -01:29 | 06:05 | 07:16 | 09:35 | 13:39 | 03:30 | 02:35 |
 | Force Staff | 29 | 46.03% | 79.5 | 58.62% | +11.56% | +12.81% | -1.48% | -1.82% | 27:13 | 15:32 | 22:53 | 26:52 | 30:43 | 47:33 | 07:50 | 05:48 |
 | Wind Lace | 36 | 57.14% | 76.9 | 55.56% | +7.41% | +11.11% | -11.12% | -3.14% | 10:55 | -01:29 | 05:32 | 08:13 | 12:37 | 34:51 | 07:05 | 05:14 |
 | Glimmer Cape | 30 | 47.62% | 74.4 | 56.67% | +8.19% | +5.83% | +0.47% | -0.68% | 25:51 | 14:38 | 21:21 | 25:15 | 29:12 | 40:38 | 07:51 | 05:48 |
 | Tranquil Boots | 26 | 41.27% | 71.8 | 57.69% | +9.04% | -0.55% | +8.98% | 0.94% | 17:41 | 04:56 | 11:48 | 13:26 | 21:54 | 51:31 | 10:06 | 07:28 |
 | Fluffy Hat | 47 | 74.60% | 69.2 | 48.94% | -13.56% | -7.27% | +17.73% | 1.62% | 16:53 | -01:29 | 09:49 | 14:05 | 25:16 | 36:32 | 15:27 | 11:26 |
 | Magic Wand | 47 | 74.60% | 66.7 | 46.81% | -21.94% | +3.19% | -5.14% | -1.40% | 12:47 | 02:20 | 09:19 | 11:53 | 15:15 | 41:40 | 05:56 | 04:23 |
 | Solar Crest | 3 | 4.76% | 64.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:20 | 30:03 | 30:03 | 36:34 | 39:22 | 39:22 | 09:19 | 06:54 |
 | Blight Stone | 8 | 12.70% | 61.5 | 62.50% | +11.59% | +37.50% | +37.50% | 0.00% | 13:26 | -01:29 | -01:29 | -01:29 | 32:08 | 43:50 | 33:37 | 24:54 |
 | Ring of Basilius | 11 | 17.46% | 59.0 | 54.55% | +2.63% | +12.12% | -21.22% | -6.80% | 08:36 | 01:47 | 04:30 | 08:03 | 09:24 | 24:36 | 04:54 | 03:37 |
 | Crown | 7 | 11.11% | 56.4 | 57.14% | +5.35% | -57.14% | +42.86% | 6.05% | 24:32 | 12:28 | 12:35 | 28:50 | 29:06 | 38:55 | 16:31 | 12:14 |
 | Void Stone | 4 | 6.35% | 53.8 | 50.00% | -2.54% | -50.00% | +50.00% | 7.31% | 54:14 | 34:00 | 34:00 | 42:57 | 47:41 | 1:32:19 | 13:41 | 10:08 |
 | Dragon Lance | 1 | 1.59% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:41:35 | 1:41:35 | 1:41:35 | 1:41:35 | 1:41:35 | 1:41:35 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.59% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 43:01 | 00:00 | 00:00 |
 | Bottle | 1 | 1.59% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 26:33 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.59% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:42:01 | 1:42:01 | 1:42:01 | 1:42:01 | 1:42:01 | 1:42:01 | 00:00 | 00:00 |
 | Ring of Health | 1 | 1.59% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.59% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.59% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:32:19 | 1:32:19 | 1:32:19 | 1:32:19 | 1:32:19 | 1:32:19 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.59% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 1:42:30 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.59% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Holy Locket | 2 | 3.17% | 28.2 | 50.00% | -2.46% | +50.00% | 0.00% | 0.00% | 24:44 | 19:14 | 19:14 | 30:14 | 30:14 | 30:14 | 11:00 | 08:08 |
 | Headdress | 2 | 3.17% | 25.6 | 50.00% | -2.46% | +50.00% | 0.00% | 0.00% | 22:20 | 15:27 | 15:27 | 29:13 | 29:13 | 29:13 | 13:46 | 10:11 |
 | Veil of Discord | 3 | 4.76% | 23.1 | 33.33% | -20.00% | +66.67% | 0.00% | 0.00% | 20:39 | 15:27 | 15:27 | 16:25 | 30:06 | 30:06 | 14:39 | 10:51 |
 | Quelling Blade | 3 | 4.76% | 20.5 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 20:18 | 02:11 | 02:11 | 19:52 | 38:50 | 38:50 | 36:39 | 27:08 |
 | Drum of Endurance | 1 | 1.59% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Aether Lens | 2 | 3.17% | 15.4 | 0.00% | -54.10% | 0.00% | 0.00% | 0.00% | 41:08 | 34:21 | 34:21 | 47:55 | 47:55 | 47:55 | 13:34 | 10:02 |
 | Ring of Protection | 1 | 1.59% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 10:40 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.59% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.59% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 10:56 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.59% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 1.59% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |