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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 Scepter | 32 | 55.17% | 100.0 | 78.13% | +39.67% | -15.63% | -15.63% | 0.00% | 23:14 | 15:47 | 19:11 | 21:45 | 26:14 | 44:02 | 07:03 | 05:13 |
 | Aether Lens | 20 | 34.48% | 97.3 | 80.00% | +30.00% | 0.00% | -20.00% | -1.43% | 27:01 | 12:10 | 16:33 | 27:57 | 30:31 | 56:26 | 13:58 | 10:20 |
 | Wind Lace | 36 | 62.07% | 94.6 | 69.44% | +23.99% | +30.56% | -13.88% | -19.46% | 09:12 | 03:25 | 07:44 | 09:03 | 10:01 | 19:02 | 02:17 | 01:41 |
 | Blink Dagger | 40 | 68.97% | 91.9 | 65.00% | +15.00% | +25.00% | -15.00% | -4.03% | 22:14 | 12:18 | 16:02 | 21:00 | 25:57 | 42:21 | 09:55 | 07:20 |
 | Magic Stick | 44 | 75.86% | 89.2 | 63.64% | +13.64% | -9.09% | -27.28% | -2.33% | 06:10 | -01:29 | 01:24 | 07:21 | 09:13 | 11:49 | 07:49 | 05:47 |
 | Magic Wand | 39 | 67.24% | 86.5 | 64.10% | +11.47% | +15.90% | -14.10% | -10.23% | 09:39 | -01:28 | 08:23 | 09:34 | 11:19 | 17:55 | 02:56 | 02:10 |
 | Boots of Speed | 58 | 100.00% | 83.8 | 60.34% | +60.34% | +19.66% | -3.20% | -19.05% | 07:40 | 01:54 | 07:00 | 07:36 | 08:12 | 11:48 | 01:12 | 00:53 |
 | Ring of Health | 56 | 96.55% | 81.1 | 58.93% | -41.07% | -8.93% | +12.50% | 21.43% | 03:09 | 01:05 | 02:46 | 03:04 | 03:33 | 08:52 | 00:47 | 00:34 |
 | Void Stone | 56 | 96.55% | 78.4 | 58.93% | -41.07% | +26.78% | +5.36% | -15.48% | 07:09 | 03:36 | 05:54 | 06:30 | 07:17 | 32:49 | 01:23 | 01:01 |
 | Crown | 55 | 94.83% | 75.7 | 58.18% | -41.82% | +6.11% | -29.61% | -21.22% | 00:31 | -01:29 | -01:29 | -01:29 | 03:10 | 11:28 | 04:39 | 03:26 |
 | Meteor Hammer | 55 | 94.83% | 73.0 | 58.18% | -41.82% | +27.53% | -1.04% | -22.56% | 06:59 | 05:01 | 06:12 | 06:48 | 07:28 | 12:24 | 01:16 | 00:56 |
 | Arcane Boots | 7 | 12.07% | 70.3 | 85.71% | +28.85% | +14.29% | +14.29% | 0.00% | 20:57 | 10:28 | 11:16 | 26:17 | 27:19 | 28:53 | 16:03 | 11:53 |
 | Power Treads | 39 | 67.24% | 67.6 | 51.28% | -27.67% | +28.72% | -1.28% | -7.89% | 14:01 | 07:25 | 10:11 | 11:24 | 13:59 | 52:20 | 03:48 | 02:48 |
 | Aghanim's Shard | 11 | 18.97% | 64.9 | 63.64% | +4.07% | +3.03% | +3.03% | 0.00% | 30:07 | 21:16 | 24:52 | 28:06 | 31:17 | 47:02 | 06:25 | 04:45 |
 | Linken's Sphere | 5 | 8.62% | 62.2 | 80.00% | +21.51% | +20.00% | +20.00% | 0.00% | 38:44 | 27:56 | 27:56 | 37:51 | 43:14 | 46:50 | 15:18 | 11:20 |
 | Quelling Blade | 5 | 8.62% | 59.5 | 80.00% | +21.51% | +20.00% | +20.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Hand of Midas | 10 | 17.24% | 56.8 | 60.00% | -0.42% | +6.67% | +40.00% | 11.90% | 13:38 | 09:26 | 11:54 | 13:16 | 14:42 | 19:35 | 02:48 | 02:04 |
 | Fluffy Hat | 13 | 22.41% | 54.1 | 53.85% | -8.37% | +12.82% | -20.52% | -6.33% | 16:39 | 07:50 | 12:31 | 14:22 | 17:47 | 32:56 | 05:16 | 03:54 |
 | Force Staff | 13 | 22.41% | 51.4 | 53.85% | -8.37% | -20.52% | -20.52% | 0.00% | 18:51 | 12:14 | 14:24 | 17:56 | 18:36 | 32:56 | 04:12 | 03:06 |
 | Black King Bar | 21 | 36.21% | 48.6 | 42.86% | -27.41% | -22.86% | +37.14% | 6.19% | 28:17 | 20:32 | 23:32 | 26:29 | 33:14 | 38:27 | 09:42 | 07:11 |
 | Shiva's Guard | 4 | 6.90% | 45.9 | 75.00% | +15.74% | +25.00% | +25.00% | 0.00% | 36:40 | 21:52 | 21:52 | 38:01 | 43:18 | 43:29 | 21:26 | 15:52 |
 | Null Talisman | 2 | 3.45% | 43.2 | 100.00% | +41.07% | 0.00% | 0.00% | 0.00% | 02:46 | 01:37 | 01:37 | 03:55 | 03:55 | 03:55 | 02:18 | 01:42 |
 | Octarine Core | 2 | 3.45% | 40.5 | 100.00% | +41.07% | 0.00% | 0.00% | 0.00% | 40:17 | 33:31 | 33:31 | 47:02 | 47:02 | 47:02 | 13:31 | 10:00 |
 | Aeon Disk | 2 | 3.45% | 37.8 | 100.00% | +41.07% | 0.00% | 0.00% | 0.00% | 37:21 | 34:36 | 34:36 | 40:06 | 40:06 | 40:06 | 05:30 | 04:04 |
 | Hurricane Pike | 7 | 12.07% | 35.1 | 57.14% | -3.64% | +42.86% | -57.14% | 0.00% | 26:06 | 18:26 | 18:34 | 24:44 | 29:00 | 39:53 | 10:26 | 07:43 |
 | Dragon Lance | 9 | 15.52% | 32.4 | 44.44% | -18.83% | +55.56% | +5.56% | -4.64% | 22:53 | 13:16 | 16:10 | 21:01 | 26:56 | 39:48 | 10:46 | 07:58 |
 | Hood of Defiance | 1 | 1.72% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 1.72% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 00:00 | 00:00 |
 | Headdress | 1 | 1.72% | 24.3 | 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 |
 | Ghost Scepter | 1 | 1.72% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 |
 | Scythe of Vyse | 6 | 10.34% | 18.9 | 33.33% | -30.13% | +16.67% | -33.33% | 0.00% | 37:25 | 33:39 | 34:56 | 35:37 | 39:00 | 42:27 | 04:04 | 03:00 |
 | Chainmail | 2 | 3.45% | 16.2 | 50.00% | -10.71% | -50.00% | 0.00% | 0.00% | 17:17 | 16:28 | 16:28 | 18:06 | 18:06 | 18:06 | 01:38 | 01:12 |
 | Witch Blade | 2 | 3.45% | 13.5 | 50.00% | -10.71% | +50.00% | 0.00% | 0.00% | 18:33 | 18:21 | 18:21 | 18:44 | 18:44 | 18:44 | 00:23 | 00:17 |
 | Refresher Orb | 2 | 3.45% | 10.8 | 50.00% | -10.71% | +50.00% | 0.00% | 0.00% | 47:36 | 45:29 | 45:29 | 49:42 | 49:42 | 49:42 | 04:13 | 03:07 |
 | Glimmer Cape | 1 | 1.72% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.72% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.72% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:23 | 1:12:23 | 1:12:23 | 1:12:23 | 1:12:23 | 1:12:23 | 00:00 | 00:00 |