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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 | |
 | Shiva's Guard | 14 | 23.73% | 100.0 | 92.86% | +59.53% | -17.86% | +7.14% | 0.00% | 32:15 | 25:18 | 29:16 | 32:12 | 33:56 | 49:05 | 04:40 | 03:27 |
 | Kaya and Sange | 40 | 67.80% | 97.1 | 60.00% | +38.95% | -10.00% | +10.00% | 2.81% | 23:17 | 15:51 | 19:03 | 20:53 | 26:10 | 39:35 | 07:07 | 05:16 |
 | Sange | 42 | 71.19% | 94.3 | 59.52% | +41.87% | -4.97% | +10.48% | 1.88% | 21:30 | 13:47 | 16:58 | 19:40 | 25:12 | 38:53 | 08:14 | 06:05 |
 | Overwhelming Blink | 4 | 6.78% | 91.4 | 100.00% | +56.36% | 0.00% | 0.00% | 0.00% | 49:05 | 42:51 | 42:51 | 48:56 | 51:33 | 53:00 | 08:42 | 06:26 |
 | Kaya | 48 | 81.36% | 88.6 | 54.17% | +35.99% | -4.17% | -20.84% | -2.04% | 21:03 | 11:27 | 16:58 | 19:41 | 25:08 | 35:15 | 08:10 | 06:02 |
 | Blink Dagger | 25 | 42.37% | 85.7 | 60.00% | +21.76% | +23.33% | -10.00% | -3.03% | 28:34 | 17:14 | 23:17 | 26:41 | 34:16 | 39:20 | 10:59 | 08:08 |
 | Black King Bar | 43 | 72.88% | 82.9 | 53.49% | +22.24% | -8.04% | +1.06% | 1.03% | 25:35 | 15:07 | 19:42 | 23:55 | 28:30 | 50:28 | 08:48 | 06:31 |
 | Scythe of Vyse | 6 | 10.17% | 80.0 | 83.33% | +39.93% | +16.67% | -83.33% | 0.00% | 37:20 | 30:40 | 35:19 | 36:33 | 40:38 | 43:04 | 05:19 | 03:56 |
 | Eul's Scepter of Divinity | 35 | 59.32% | 77.1 | 54.29% | +16.79% | +23.49% | -9.85% | -13.99% | 13:50 | 11:22 | 12:21 | 12:58 | 14:44 | 20:24 | 02:23 | 01:45 |
 | Boots of Speed | 59 | 100.00% | 74.3 | 47.46% | +47.46% | +19.21% | -7.46% | -18.61% | 04:49 | 01:30 | 04:09 | 04:47 | 05:35 | 07:04 | 01:26 | 01:03 |
 | Void Stone | 37 | 62.71% | 71.4 | 51.35% | +10.44% | +4.21% | -18.02% | -5.65% | 13:12 | 07:54 | 10:28 | 12:07 | 14:24 | 41:11 | 03:56 | 02:54 |
 | Bottle | 57 | 96.61% | 68.6 | 47.37% | -2.63% | -11.66% | +2.63% | 14.29% | 01:19 | 00:10 | 01:05 | 01:16 | 01:33 | 05:17 | 00:28 | 00:20 |
 | Magic Wand | 57 | 96.61% | 65.7 | 47.37% | -2.63% | -11.66% | +9.77% | 8.19% | 05:55 | -01:29 | 04:28 | 05:47 | 07:05 | 13:26 | 02:37 | 01:56 |
 | Magic Stick | 57 | 96.61% | 62.9 | 47.37% | -2.63% | +2.63% | -4.51% | -2.16% | 03:57 | -01:29 | 02:12 | 03:17 | 05:30 | 13:26 | 03:18 | 02:26 |
 | Null Talisman | 53 | 89.83% | 60.0 | 47.17% | -2.83% | -1.02% | +6.68% | 7.70% | 03:58 | 02:25 | 03:15 | 03:48 | 04:13 | 07:24 | 00:58 | 00:42 |
 | Wind Lace | 38 | 64.41% | 57.1 | 50.00% | +7.14% | -10.00% | -5.56% | 1.07% | 09:46 | 03:47 | 07:27 | 09:14 | 11:35 | 20:43 | 04:08 | 03:03 |
 | Arcane Boots | 54 | 91.53% | 54.3 | 46.30% | -13.70% | +32.27% | -23.22% | -32.64% | 08:22 | 05:22 | 07:08 | 07:56 | 08:50 | 25:35 | 01:42 | 01:15 |
 | Wind Waker | 3 | 5.08% | 51.4 | 100.00% | +55.36% | 0.00% | 0.00% | 0.00% | 44:13 | 42:43 | 42:43 | 43:04 | 46:52 | 46:52 | 04:09 | 03:04 |
 | Bloodstone | 16 | 27.12% | 48.6 | 50.00% | +3.49% | +25.00% | 0.00% | -2.78% | 21:27 | 12:26 | 16:58 | 19:17 | 25:58 | 31:24 | 09:00 | 06:40 |
 | Ring of Health | 26 | 44.07% | 45.7 | 38.46% | -16.09% | +4.40% | +11.54% | 2.45% | 15:16 | 08:59 | 10:03 | 10:56 | 12:58 | 43:22 | 02:55 | 02:09 |
 | Eternal Shroud | 5 | 8.47% | 42.9 | 60.00% | +13.70% | +40.00% | -60.00% | 0.00% | 20:46 | 12:56 | 12:56 | 22:03 | 23:10 | 25:41 | 10:14 | 07:34 |
 | Linken's Sphere | 5 | 8.47% | 40.0 | 60.00% | +13.70% | -60.00% | -60.00% | 0.00% | 34:30 | 28:38 | 28:38 | 32:06 | 36:18 | 44:08 | 07:40 | 05:40 |
 | Hood of Defiance | 21 | 35.59% | 37.1 | 33.33% | -21.93% | +26.67% | -33.33% | -31.58% | 10:57 | 09:25 | 09:45 | 10:54 | 11:39 | 13:08 | 01:54 | 01:24 |
 | Shadow Blade | 1 | 1.69% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 40:27 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.69% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:26 | 35:26 | 35:26 | 35:26 | 35:26 | 35:26 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.69% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 44:31 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.69% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:50 | 44:50 | 44:50 | 44:50 | 44:50 | 44:50 | 00:00 | 00:00 |
 | Aghanim's Shard | 8 | 13.56% | 22.9 | 25.00% | -25.98% | -25.00% | +75.00% | 0.00% | 34:37 | 27:20 | 27:34 | 32:03 | 37:31 | 43:19 | 09:57 | 07:22 |
 | Aeon Disk | 2 | 3.39% | 20.0 | 50.00% | +2.63% | +50.00% | 0.00% | 0.00% | 35:57 | 35:24 | 35:24 | 36:29 | 36:29 | 36:29 | 01:05 | 00:48 |
 | Aghanim's Scepter | 4 | 6.78% | 17.1 | 25.00% | -24.09% | -25.00% | -25.00% | 0.00% | 31:03 | 29:03 | 29:03 | 31:24 | 31:28 | 32:18 | 02:25 | 01:47 |
 | Soul Ring | 1 | 1.69% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 06:40 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.69% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.69% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:15 | 05:15 | 05:15 | 05:15 | 05:15 | 05:15 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.69% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 02:41 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.69% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 44:23 | 00:00 | 00:00 |