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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 | |
 | Octarine Core | 11 | 15.07% | 100.0 | 90.91% | +29.62% | -24.24% | +9.09% | 0.00% | 32:05 | 15:14 | 23:43 | 36:58 | 38:34 | 41:27 | 14:51 | 11:00 |
 | Aether Lens | 30 | 41.10% | 97.4 | 76.67% | +18.53% | -1.67% | -5.24% | -0.27% | 25:11 | 08:10 | 18:50 | 23:50 | 31:50 | 45:20 | 13:00 | 09:37 |
 | Void Stone | 50 | 68.49% | 94.7 | 72.00% | +19.83% | -10.46% | -13.67% | -0.22% | 29:27 | 06:57 | 22:26 | 31:09 | 37:01 | 50:24 | 14:35 | 10:48 |
 | Magic Stick | 38 | 52.05% | 92.1 | 73.68% | +16.54% | +6.32% | +4.10% | -0.34% | 03:14 | -01:29 | -01:29 | 01:22 | 08:04 | 17:52 | 09:33 | 07:04 |
 | Wind Lace | 20 | 27.40% | 89.5 | 80.00% | +19.62% | 0.00% | +20.00% | 3.32% | 12:50 | -01:29 | 09:38 | 12:30 | 15:39 | 25:24 | 06:01 | 04:27 |
 | Ring of Protection | 67 | 91.78% | 86.8 | 68.66% | +35.33% | +7.81% | +1.93% | -1.28% | 04:06 | -01:29 | 01:03 | 02:22 | 05:39 | 41:32 | 04:36 | 03:24 |
 | Black King Bar | 56 | 76.71% | 84.2 | 69.64% | +16.70% | +1.79% | +1.79% | 0.00% | 29:07 | 18:56 | 25:21 | 28:46 | 31:17 | 50:12 | 05:56 | 04:23 |
 | Ring of Health | 33 | 45.21% | 81.6 | 72.73% | +12.73% | +27.27% | -22.73% | -6.05% | 36:59 | 23:17 | 31:15 | 37:01 | 39:31 | 58:50 | 08:16 | 06:07 |
 | Boots of Speed | 73 | 100.00% | 78.9 | 65.75% | +65.75% | +6.47% | -4.64% | -3.88% | 06:01 | 01:47 | 04:11 | 05:05 | 07:03 | 18:31 | 02:52 | 02:07 |
 | Aghanim's Shard | 21 | 28.77% | 76.3 | 76.19% | +14.65% | -16.19% | +3.81% | 1.41% | 24:13 | 15:12 | 17:30 | 20:28 | 31:39 | 41:46 | 14:09 | 10:28 |
 | Vladmir's Offering | 57 | 78.08% | 73.7 | 66.67% | +4.17% | -16.67% | +11.90% | 9.32% | 12:36 | 06:28 | 09:39 | 11:47 | 12:43 | 41:33 | 03:04 | 02:16 |
 | Morbid Mask | 57 | 78.08% | 71.1 | 66.67% | +4.17% | -16.67% | +11.90% | 9.42% | 11:28 | 05:50 | 08:43 | 10:26 | 11:45 | 41:33 | 03:02 | 02:14 |
 | Buckler | 57 | 78.08% | 68.4 | 66.67% | +4.17% | -16.67% | +19.04% | 7.74% | 07:20 | -01:29 | 03:51 | 06:22 | 08:28 | 41:32 | 04:37 | 03:25 |
 | Wraith Pact | 54 | 73.97% | 65.8 | 66.67% | +3.51% | -16.67% | +10.25% | 7.12% | 16:02 | 10:31 | 12:44 | 15:11 | 16:31 | 41:55 | 03:47 | 02:48 |
 | Ring of Basilius | 58 | 79.45% | 63.2 | 65.52% | -1.15% | +1.15% | +5.91% | 1.01% | 05:35 | -01:29 | 02:44 | 04:34 | 07:28 | 41:33 | 04:44 | 03:30 |
 | Blink Dagger | 67 | 91.78% | 60.5 | 64.18% | -19.15% | +18.17% | -11.24% | -4.90% | 20:50 | 10:10 | 17:13 | 19:53 | 23:13 | 40:42 | 06:00 | 04:26 |
 | Urn of Shadows | 33 | 45.21% | 57.9 | 69.70% | +7.20% | +5.30% | +5.30% | 0.00% | 03:52 | 02:24 | 03:05 | 03:33 | 03:55 | 08:53 | 00:50 | 00:37 |
 | Linken's Sphere | 14 | 19.18% | 55.3 | 78.57% | +15.86% | +21.43% | -45.24% | 0.00% | 38:14 | 27:59 | 35:12 | 36:08 | 42:01 | 58:50 | 06:49 | 05:02 |
 | Arcane Boots | 45 | 61.64% | 52.6 | 64.44% | -3.42% | -18.99% | -9.89% | 0.53% | 15:13 | 04:28 | 06:17 | 08:11 | 23:31 | 42:32 | 17:14 | 12:45 |
 | Magic Wand | 38 | 52.05% | 50.0 | 65.79% | +0.08% | -25.79% | +11.99% | 3.23% | 07:23 | -01:29 | -01:19 | 07:11 | 13:01 | 23:16 | 14:20 | 10:37 |
 | Null Talisman | 12 | 16.44% | 47.4 | 75.00% | +11.07% | -8.33% | -8.33% | 0.00% | 04:16 | -01:29 | -01:29 | 03:14 | 03:55 | 26:19 | 05:24 | 04:00 |
 | Refresher Orb | 14 | 19.18% | 44.7 | 71.43% | +7.02% | +3.57% | -4.76% | 0.00% | 42:04 | 32:16 | 38:58 | 41:04 | 46:20 | 50:59 | 07:22 | 05:27 |
 | Tranquil Boots | 6 | 8.22% | 42.1 | 83.33% | +19.15% | +16.67% | -83.33% | 0.00% | 20:17 | 12:32 | 16:15 | 19:47 | 24:23 | 24:30 | 08:08 | 06:01 |
 | Spirit Vessel | 8 | 10.96% | 39.5 | 62.50% | -3.65% | +37.50% | +37.50% | 0.00% | 13:56 | 08:48 | 10:41 | 11:32 | 13:25 | 22:24 | 02:44 | 02:01 |
 | Headdress | 2 | 2.74% | 36.8 | 100.00% | +35.21% | 0.00% | 0.00% | 0.00% | 21:33 | 18:34 | 18:34 | 24:31 | 24:31 | 24:31 | 05:57 | 04:24 |
 | Bracer | 1 | 1.37% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.37% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.37% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.37% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:37 | 12:37 | 12:37 | 12:37 | 12:37 | 12:37 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.37% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.37% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.37% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.37% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 2.74% | 13.2 | 50.00% | -16.20% | +50.00% | 0.00% | 0.00% | 33:41 | 32:26 | 32:26 | 34:56 | 34:56 | 34:56 | 02:30 | 01:51 |
 | Aeon Disk | 5 | 6.85% | 10.5 | 20.00% | -49.12% | -20.00% | -20.00% | 0.00% | 47:08 | 39:51 | 39:51 | 46:00 | 52:54 | 54:42 | 13:03 | 09:40 |
 | Shadow Blade | 1 | 1.37% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.37% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.37% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 41:55 | 00:00 | 00:00 |