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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 | |
 | Bloodstone | 26 | 38.24% | 100.0 | 73.08% | +25.46% | -1.65% | +10.25% | 1.13% | 24:14 | 15:08 | 20:24 | 22:18 | 30:57 | 37:16 | 10:33 | 07:48 |
 | Kaya | 60 | 88.24% | 97.2 | 63.33% | +50.83% | +16.67% | -3.33% | -4.74% | 19:04 | 09:58 | 16:09 | 17:57 | 20:22 | 32:33 | 04:13 | 03:07 |
 | Scythe of Vyse | 5 | 7.35% | 94.4 | 100.00% | +46.03% | 0.00% | 0.00% | 0.00% | 37:50 | 32:38 | 32:38 | 36:58 | 37:12 | 47:45 | 04:34 | 03:22 |
 | Blink Dagger | 26 | 38.24% | 91.7 | 69.23% | +19.23% | +2.20% | +14.10% | 1.51% | 30:05 | 15:24 | 25:26 | 27:53 | 33:19 | 47:30 | 07:53 | 05:50 |
 | Kaya and Sange | 28 | 41.18% | 88.9 | 67.86% | +17.86% | +3.57% | -10.72% | -2.70% | 21:57 | 15:27 | 18:30 | 20:03 | 23:48 | 37:13 | 05:18 | 03:55 |
 | Shiva's Guard | 23 | 33.82% | 86.1 | 69.57% | +18.46% | +30.43% | -19.57% | -5.22% | 33:26 | 24:42 | 28:39 | 34:47 | 38:14 | 42:10 | 09:35 | 07:05 |
 | Wind Lace | 53 | 77.94% | 83.3 | 60.38% | +13.71% | +8.85% | +8.85% | 0.00% | 09:11 | 02:35 | 06:10 | 07:58 | 11:05 | 41:36 | 04:55 | 03:38 |
 | Sange | 31 | 45.59% | 80.6 | 64.52% | +13.17% | +10.48% | -2.02% | -3.09% | 20:35 | 12:05 | 17:46 | 19:28 | 21:49 | 37:13 | 04:03 | 03:00 |
 | Eul's Scepter of Divinity | 46 | 67.65% | 77.8 | 60.87% | +10.87% | -2.54% | -6.32% | -1.21% | 14:19 | 09:48 | 11:42 | 13:07 | 14:50 | 42:00 | 03:08 | 02:19 |
 | Void Stone | 50 | 73.53% | 75.0 | 60.00% | +10.00% | -13.85% | -1.67% | 2.96% | 14:54 | 07:27 | 10:20 | 12:36 | 14:27 | 45:22 | 04:07 | 03:02 |
 | Magic Stick | 64 | 94.12% | 72.2 | 57.81% | +7.81% | +10.94% | -1.56% | -5.91% | 03:24 | 00:11 | 02:06 | 02:20 | 04:13 | 08:47 | 02:07 | 01:34 |
 | Boots of Speed | 68 | 100.00% | 69.4 | 57.35% | +57.35% | +19.12% | -22.06% | -22.46% | 04:29 | 01:48 | 03:29 | 04:36 | 05:19 | 06:48 | 01:50 | 01:21 |
 | Magic Wand | 59 | 86.76% | 66.7 | 57.63% | +2.07% | -10.96% | -10.96% | 0.00% | 05:37 | 01:35 | 03:53 | 05:30 | 07:07 | 12:24 | 03:14 | 02:23 |
 | Ring of Health | 36 | 52.94% | 63.9 | 61.11% | +7.98% | -16.67% | +5.56% | 5.51% | 13:15 | 07:22 | 09:44 | 10:47 | 13:46 | 34:25 | 04:02 | 02:59 |
 | Bottle | 64 | 94.12% | 61.1 | 56.25% | -18.75% | +6.25% | +6.25% | 0.00% | 01:34 | -00:02 | 01:11 | 01:29 | 01:41 | 07:23 | 00:30 | 00:22 |
 | Arcane Boots | 54 | 79.41% | 58.3 | 57.41% | +0.27% | +14.02% | -18.95% | -16.49% | 07:40 | 05:02 | 06:21 | 07:21 | 08:21 | 17:19 | 02:00 | 01:28 |
 | Black King Bar | 41 | 60.29% | 55.6 | 58.54% | +2.98% | -8.54% | -8.54% | 0.00% | 25:59 | 16:52 | 21:45 | 25:13 | 29:01 | 40:32 | 07:16 | 05:22 |
 | Null Talisman | 48 | 70.59% | 52.8 | 56.25% | -3.75% | -6.25% | -6.25% | 0.00% | 04:10 | 01:03 | 03:17 | 03:50 | 04:57 | 08:04 | 01:40 | 01:14 |
 | Hood of Defiance | 33 | 48.53% | 50.0 | 57.58% | +0.44% | -7.58% | +4.92% | 3.73% | 12:09 | 08:16 | 09:47 | 10:55 | 13:08 | 22:21 | 03:21 | 02:28 |
 | Overwhelming Blink | 5 | 7.35% | 47.2 | 80.00% | +24.44% | -80.00% | +20.00% | 0.00% | 43:10 | 31:04 | 31:04 | 47:00 | 48:43 | 49:40 | 17:39 | 13:04 |
 | Eternal Shroud | 12 | 17.65% | 44.4 | 58.33% | +1.19% | +8.34% | -25.00% | 0.00% | 17:40 | 11:39 | 12:25 | 16:11 | 22:08 | 23:00 | 09:43 | 07:11 |
 | Linken's Sphere | 4 | 5.88% | 41.7 | 75.00% | +18.75% | +25.00% | +25.00% | 0.00% | 30:02 | 22:32 | 22:32 | 30:00 | 32:54 | 34:43 | 10:22 | 07:40 |
 | Arcane Blink | 2 | 2.94% | 38.9 | 100.00% | +43.94% | 0.00% | 0.00% | 0.00% | 46:11 | 40:30 | 40:30 | 51:52 | 51:52 | 51:52 | 11:22 | 08:25 |
 | Quelling Blade | 2 | 2.94% | 36.1 | 100.00% | +43.94% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Soul Ring | 3 | 4.41% | 33.3 | 66.67% | +9.75% | -66.67% | 0.00% | 0.00% | 05:52 | 04:35 | 04:35 | 05:29 | 07:31 | 07:31 | 02:56 | 02:10 |
 | Ring of Protection | 3 | 4.41% | 30.6 | 66.67% | +9.75% | -66.67% | 0.00% | 0.00% | 05:04 | 02:51 | 02:51 | 04:51 | 07:31 | 07:31 | 04:40 | 03:27 |
 | Aghanim's Shard | 12 | 17.65% | 27.8 | 33.33% | -29.17% | +33.34% | 0.00% | 0.00% | 31:50 | 23:47 | 27:13 | 28:06 | 35:53 | 43:41 | 08:40 | 06:25 |
 | Heaven's Halberd | 4 | 5.88% | 25.0 | 50.00% | -7.81% | +50.00% | +50.00% | 0.00% | 26:02 | 20:46 | 20:46 | 23:19 | 25:12 | 34:49 | 04:26 | 03:17 |
 | Lotus Orb | 1 | 1.47% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.47% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.47% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.47% | 13.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 06:10 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.47% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 00:00 | 00:00 |
 | Wind Waker | 2 | 2.94% | 8.3 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 45:06 | 44:56 | 44:56 | 45:16 | 45:16 | 45:16 | 00:20 | 00:14 |
 | Aghanim's Scepter | 2 | 2.94% | 5.6 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 19:31 | 18:05 | 18:05 | 20:57 | 20:57 | 20:57 | 02:52 | 02:07 |
 | Refresher Orb | 1 | 1.47% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 00:00 | 00:00 |