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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 | 9 | 15.25% | 100.0 | 100.00% | +58.00% | 0.00% | 0.00% | 0.00% | 37:52 | 15:01 | 28:17 | 41:52 | 45:14 | 57:34 | 16:57 | 12:33 |
 | Shiva's Guard | 15 | 25.42% | 97.2 | 86.67% | +48.03% | +13.33% | -11.67% | -4.81% | 38:13 | 27:36 | 33:03 | 37:04 | 38:15 | 1:13:16 | 05:12 | 03:51 |
 | Refresher Orb | 5 | 8.47% | 94.4 | 100.00% | +53.70% | 0.00% | 0.00% | 0.00% | 55:54 | 45:15 | 45:15 | 46:40 | 57:34 | 1:24:20 | 12:19 | 09:07 |
 | Aghanim's Scepter | 40 | 67.80% | 91.7 | 60.00% | +28.42% | -20.00% | +10.00% | 4.62% | 24:00 | 16:06 | 20:13 | 23:09 | 26:43 | 42:45 | 06:30 | 04:48 |
 | Phase Boots | 35 | 59.32% | 88.9 | 60.00% | +22.50% | +6.67% | +6.67% | 0.00% | 09:30 | 03:53 | 08:17 | 09:43 | 10:39 | 12:55 | 02:22 | 01:45 |
 | Black King Bar | 36 | 61.02% | 86.1 | 58.33% | +19.20% | -2.77% | -13.89% | -2.05% | 27:53 | 20:31 | 24:18 | 26:43 | 29:43 | 40:03 | 05:25 | 04:00 |
 | Chainmail | 43 | 72.88% | 83.3 | 55.81% | +18.31% | -1.26% | -10.36% | -2.87% | 11:13 | 03:53 | 07:41 | 09:03 | 10:51 | 28:35 | 03:10 | 02:20 |
 | Null Talisman | 58 | 98.31% | 80.6 | 51.72% | +51.72% | +21.61% | -8.86% | -30.47% | 02:15 | 00:26 | 01:31 | 01:44 | 02:11 | 07:22 | 00:40 | 00:29 |
 | Boots of Speed | 59 | 100.00% | 77.8 | 50.85% | +50.85% | +9.15% | +15.82% | 4.21% | 05:43 | 01:26 | 04:57 | 05:45 | 06:32 | 08:27 | 01:35 | 01:10 |
 | Void Stone | 55 | 93.22% | 75.0 | 50.91% | +0.91% | +13.38% | -8.05% | -4.23% | 15:43 | 07:11 | 10:35 | 13:07 | 15:39 | 57:34 | 05:04 | 03:45 |
 | Magic Stick | 57 | 96.61% | 72.2 | 49.12% | -50.88% | -13.41% | +22.31% | 7.29% | 05:29 | 00:42 | 02:23 | 05:03 | 07:17 | 22:02 | 04:54 | 03:37 |
 | Wind Lace | 53 | 89.83% | 69.4 | 49.06% | -17.61% | -2.91% | -2.91% | 0.00% | 12:14 | 01:46 | 09:34 | 11:43 | 13:49 | 28:04 | 04:15 | 03:08 |
 | Magic Wand | 54 | 91.53% | 66.7 | 48.15% | -31.85% | -12.44% | -2.00% | 2.51% | 07:51 | 02:04 | 05:33 | 07:08 | 09:43 | 22:02 | 04:10 | 03:05 |
 | Eul's Scepter of Divinity | 50 | 84.75% | 63.9 | 48.00% | -18.67% | +5.85% | -23.00% | -9.89% | 16:29 | 10:50 | 14:44 | 15:51 | 17:39 | 28:04 | 02:55 | 02:09 |
 | Blink Dagger | 17 | 28.81% | 61.1 | 58.82% | +11.20% | -8.82% | -8.82% | 0.00% | 28:44 | 17:26 | 21:13 | 30:14 | 33:14 | 40:09 | 12:01 | 08:54 |
 | Bottle | 27 | 45.76% | 58.3 | 51.85% | +1.85% | -8.99% | -8.99% | 0.00% | 04:41 | 02:32 | 03:38 | 04:33 | 05:16 | 09:27 | 01:38 | 01:12 |
 | Ring of Tarrasque | 3 | 5.08% | 55.6 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 45:31 | 33:45 | 33:45 | 51:04 | 51:45 | 51:45 | 18:00 | 13:20 |
 | Lotus Orb | 3 | 5.08% | 52.8 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 39:05 | 34:39 | 34:39 | 40:43 | 41:53 | 41:53 | 07:14 | 05:21 |
 | Octarine Core | 5 | 8.47% | 50.0 | 80.00% | +31.85% | +20.00% | +20.00% | 0.00% | 55:51 | 33:29 | 33:29 | 50:12 | 55:46 | 1:30:12 | 22:17 | 16:30 |
 | Heart of Tarrasque | 2 | 3.39% | 47.2 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 43:08 | 34:55 | 34:55 | 51:21 | 51:21 | 51:21 | 16:26 | 12:10 |
 | Linken's Sphere | 2 | 3.39% | 44.4 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 30:58 | 28:47 | 28:47 | 33:08 | 33:08 | 33:08 | 04:21 | 03:13 |
 | Power Treads | 24 | 40.68% | 41.7 | 37.50% | -22.50% | +12.50% | -20.83% | -18.52% | 09:16 | 06:54 | 07:52 | 09:02 | 09:40 | 16:31 | 01:48 | 01:20 |
 | Bracer | 8 | 13.56% | 38.9 | 50.00% | -0.98% | 0.00% | 0.00% | 0.00% | 05:39 | 01:35 | 01:37 | 06:38 | 07:29 | 09:39 | 05:52 | 04:20 |
 | Pipe of Insight | 1 | 1.69% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Headdress | 1 | 1.69% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.69% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 15:31 | 00:00 | 00:00 |
 | Blight Stone | 8 | 13.56% | 27.8 | 25.00% | -29.90% | +25.00% | -25.00% | 0.00% | 25:44 | 14:11 | 18:30 | 24:11 | 31:29 | 34:57 | 12:59 | 09:37 |
 | Medallion of Courage | 8 | 13.56% | 25.0 | 25.00% | -29.90% | +25.00% | -25.00% | 0.00% | 26:09 | 14:30 | 21:01 | 24:11 | 31:35 | 34:57 | 10:34 | 07:49 |
 | Blade Mail | 2 | 3.39% | 22.2 | 50.00% | -0.88% | +50.00% | 0.00% | 0.00% | 27:38 | 26:49 | 26:49 | 28:26 | 28:26 | 28:26 | 01:37 | 01:11 |
 | Ring of Basilius | 2 | 3.39% | 19.4 | 50.00% | -0.88% | -50.00% | 0.00% | 0.00% | 03:25 | 03:02 | 03:02 | 03:48 | 03:48 | 03:48 | 00:46 | 00:34 |
 | Ring of Protection | 2 | 3.39% | 16.7 | 50.00% | -0.88% | -50.00% | 0.00% | 0.00% | 02:44 | 01:40 | 01:40 | 03:48 | 03:48 | 03:48 | 02:08 | 01:34 |
 | Aeon Disk | 2 | 3.39% | 13.9 | 50.00% | -0.88% | +50.00% | 0.00% | 0.00% | 43:12 | 32:15 | 32:15 | 54:08 | 54:08 | 54:08 | 21:53 | 16:12 |
 | Aghanim's Blessing | 2 | 3.39% | 11.1 | 50.00% | -0.88% | -50.00% | 0.00% | 0.00% | 1:01:38 | 55:51 | 55:51 | 1:07:24 | 1:07:24 | 1:07:24 | 11:33 | 08:33 |
 | Solar Crest | 3 | 5.08% | 8.3 | 0.00% | -53.57% | 0.00% | 0.00% | 0.00% | 29:25 | 26:58 | 26:58 | 28:22 | 32:56 | 32:56 | 05:58 | 04:25 |
 | Rod of Atos | 1 | 1.69% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Crown | 1 | 1.69% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 |