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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 | 57 | 41.61% | 100.0 | 66.67% | +20.42% | -2.38% | -2.38% | 0.00% | 24:52 | 15:47 | 19:46 | 23:31 | 27:46 | 49:19 | 08:00 | 05:55 |
 | Aether Lens | 42 | 30.66% | 97.5 | 69.05% | +20.63% | +3.68% | -29.05% | -2.16% | 24:35 | 12:10 | 15:20 | 24:54 | 30:28 | 56:26 | 15:08 | 11:12 |
 | Blink Dagger | 96 | 70.07% | 95.0 | 62.50% | +25.91% | +20.83% | -4.17% | -2.78% | 21:31 | 10:15 | 16:02 | 19:11 | 25:02 | 58:46 | 09:00 | 06:40 |
 | Quelling Blade | 15 | 10.95% | 92.5 | 80.00% | +28.36% | -30.00% | -5.00% | 0.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:29 | 08:22 | 00:00 | 00:00 |
 | Arcane Boots | 20 | 14.60% | 90.0 | 75.00% | +23.72% | -15.00% | +5.00% | 1.37% | 18:23 | 09:22 | 10:40 | 15:46 | 25:17 | 38:20 | 14:37 | 10:49 |
 | Wind Lace | 73 | 53.28% | 87.5 | 60.27% | +11.83% | +11.95% | -21.38% | -10.58% | 09:44 | -01:29 | 07:48 | 09:11 | 10:57 | 25:03 | 03:09 | 02:20 |
 | Boots of Speed | 137 | 100.00% | 85.0 | 54.74% | +54.74% | +9.97% | -10.62% | -13.28% | 07:50 | 01:24 | 07:08 | 07:43 | 08:41 | 12:26 | 01:33 | 01:08 |
 | Void Stone | 133 | 97.08% | 82.5 | 54.89% | +4.89% | +14.81% | -3.37% | -11.36% | 07:32 | 03:36 | 06:06 | 06:41 | 07:42 | 38:10 | 01:36 | 01:11 |
 | Ring of Health | 131 | 95.62% | 80.0 | 54.96% | +4.96% | -0.41% | -0.41% | 0.00% | 03:15 | 00:41 | 02:40 | 03:04 | 03:33 | 24:33 | 00:53 | 00:39 |
 | Meteor Hammer | 129 | 94.16% | 77.5 | 55.04% | +5.04% | +13.71% | -5.04% | -13.39% | 07:05 | 04:42 | 06:21 | 06:50 | 07:45 | 12:24 | 01:24 | 01:02 |
 | Crown | 129 | 94.16% | 75.0 | 55.04% | +5.04% | -1.91% | -5.04% | -1.48% | 00:42 | -01:29 | -01:29 | -01:29 | 03:36 | 11:28 | 05:05 | 03:45 |
 | Power Treads | 73 | 53.28% | 72.5 | 54.79% | +0.10% | +17.43% | -10.35% | -6.04% | 13:43 | 04:39 | 10:24 | 11:34 | 15:00 | 52:20 | 04:36 | 03:24 |
 | Magic Wand | 90 | 65.69% | 70.0 | 53.33% | -4.12% | -5.50% | -3.33% | 0.55% | 10:17 | -01:29 | 08:17 | 09:58 | 12:12 | 25:15 | 03:55 | 02:54 |
 | Magic Stick | 98 | 71.53% | 67.5 | 52.04% | -9.50% | -8.04% | -14.54% | -1.21% | 06:41 | -01:29 | 03:59 | 07:33 | 09:21 | 14:55 | 05:22 | 03:58 |
 | Black King Bar | 61 | 44.53% | 65.0 | 52.46% | -4.12% | +7.54% | -5.79% | -1.56% | 27:00 | 17:55 | 22:56 | 25:37 | 31:29 | 45:39 | 08:33 | 06:20 |
 | Force Staff | 31 | 22.63% | 62.5 | 58.06% | +4.29% | +4.44% | -8.06% | -1.95% | 19:11 | 12:14 | 15:30 | 17:48 | 21:54 | 32:56 | 06:24 | 04:44 |
 | Fluffy Hat | 31 | 22.63% | 60.0 | 58.06% | +4.29% | +4.44% | +4.44% | 0.00% | 16:52 | 07:50 | 13:57 | 15:03 | 17:47 | 32:56 | 03:50 | 02:50 |
 | Aeon Disk | 4 | 2.92% | 57.5 | 100.00% | +46.62% | 0.00% | 0.00% | 0.00% | 39:00 | 34:36 | 34:36 | 39:31 | 40:06 | 41:45 | 05:30 | 04:04 |
 | Hand of Midas | 32 | 23.36% | 55.0 | 53.13% | -2.11% | -3.13% | +21.87% | 9.93% | 14:00 | 09:26 | 12:34 | 13:16 | 15:05 | 22:26 | 02:31 | 01:51 |
 | Null Talisman | 6 | 4.38% | 52.5 | 83.33% | +29.89% | -33.33% | +16.67% | 0.00% | 04:38 | 00:39 | 01:37 | 01:46 | 06:19 | 13:30 | 04:42 | 03:28 |
 | Shiva's Guard | 8 | 5.84% | 50.0 | 75.00% | +21.51% | +25.00% | +25.00% | 0.00% | 35:17 | 21:52 | 33:23 | 34:10 | 38:01 | 43:29 | 04:38 | 03:25 |
 | Hurricane Pike | 15 | 10.95% | 47.5 | 60.00% | +5.90% | +15.00% | -10.00% | 0.00% | 26:12 | 18:26 | 19:07 | 25:15 | 28:27 | 42:58 | 09:20 | 06:54 |
 | Linken's Sphere | 13 | 9.49% | 45.0 | 61.54% | +7.51% | -28.21% | +5.13% | 0.00% | 34:34 | 24:09 | 27:42 | 34:15 | 37:51 | 46:50 | 10:09 | 07:31 |
 | Aghanim's Shard | 28 | 20.44% | 42.5 | 50.00% | -5.96% | +7.14% | +7.14% | 0.00% | 32:42 | 20:01 | 25:23 | 30:50 | 40:57 | 47:02 | 15:34 | 11:31 |
 | Dragon Lance | 17 | 12.41% | 40.0 | 52.94% | -2.06% | +22.06% | +22.06% | 0.00% | 24:07 | 13:16 | 18:10 | 22:59 | 27:19 | 42:45 | 09:09 | 06:46 |
 | Scythe of Vyse | 23 | 16.79% | 37.5 | 34.78% | -23.99% | -18.11% | +15.22% | 3.86% | 35:21 | 27:16 | 30:15 | 34:10 | 38:53 | 52:07 | 08:38 | 06:23 |
 | Octarine Core | 3 | 2.19% | 35.0 | 66.67% | +12.19% | +33.33% | 0.00% | 0.00% | 38:35 | 33:31 | 33:31 | 35:11 | 47:02 | 47:02 | 13:31 | 10:00 |
 | Hood of Defiance | 1 | 0.73% | 32.5 | 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 |
 | Headdress | 1 | 0.73% | 30.0 | 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 |
 | Eye of Skadi | 1 | 0.73% | 27.5 | 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 |
 | Chainmail | 2 | 1.46% | 25.0 | 50.00% | -4.81% | -50.00% | 0.00% | 0.00% | 17:17 | 16:28 | 16:28 | 18:06 | 18:06 | 18:06 | 01:38 | 01:12 |
 | Moon Shard | 2 | 1.46% | 22.5 | 50.00% | -4.81% | +50.00% | 0.00% | 0.00% | 40:18 | 37:16 | 37:16 | 43:19 | 43:19 | 43:19 | 06:03 | 04:28 |
 | Witch Blade | 2 | 1.46% | 20.0 | 50.00% | -4.81% | +50.00% | 0.00% | 0.00% | 18:33 | 18:21 | 18:21 | 18:44 | 18:44 | 18:44 | 00:23 | 00:17 |
 | Ghost Scepter | 2 | 1.46% | 17.5 | 50.00% | -4.81% | +50.00% | 0.00% | 0.00% | 33:10 | 25:33 | 25:33 | 40:47 | 40:47 | 40:47 | 15:14 | 11:17 |
 | Refresher Orb | 3 | 2.19% | 15.0 | 33.33% | -21.89% | -33.33% | 0.00% | 0.00% | 44:27 | 38:10 | 38:10 | 45:29 | 49:42 | 49:42 | 11:32 | 08:32 |
 | Tranquil Boots | 4 | 2.92% | 12.5 | 25.00% | -30.64% | -25.00% | +75.00% | 0.00% | 15:37 | 07:59 | 07:59 | 10:35 | 13:57 | 29:55 | 05:58 | 04:25 |
 | Heart of Tarrasque | 1 | 0.73% | 10.0 | 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 |
 | Glimmer Cape | 1 | 0.73% | 7.5 | 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 |
 | Aghanim's Blessing | 1 | 0.73% | 5.0 | 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 |
 | Orchid Malevolence | 1 | 0.73% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 14:55 | 00:00 | 00:00 |