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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 | 17 | 40.48% | 100.0 | 58.82% | +30.82% | -8.82% | +16.18% | 6.49% | 31:55 | 24:39 | 29:15 | 31:28 | 33:06 | 38:30 | 03:51 | 02:51 |
 | Aether Lens | 29 | 69.05% | 97.4 | 51.72% | +36.34% | -23.15% | -23.15% | 0.00% | 27:03 | 18:39 | 23:53 | 26:05 | 29:06 | 40:58 | 05:13 | 03:51 |
 | Void Stone | 30 | 71.43% | 94.9 | 50.00% | +33.33% | -12.50% | -21.43% | -1.53% | 26:55 | 18:18 | 23:16 | 25:47 | 29:06 | 40:42 | 05:50 | 04:19 |
 | Black King Bar | 39 | 92.86% | 92.3 | 43.59% | +43.59% | -3.59% | -3.59% | 0.00% | 19:44 | 15:17 | 17:22 | 18:38 | 19:55 | 38:20 | 02:33 | 01:53 |
 | Blink Dagger | 42 | 100.00% | 89.7 | 40.48% | +40.48% | -13.21% | -10.48% | 0.58% | 21:43 | 13:26 | 19:33 | 21:53 | 24:15 | 30:37 | 04:42 | 03:28 |
 | Boots of Speed | 42 | 100.00% | 87.2 | 40.48% | +40.48% | +14.07% | -10.48% | -24.55% | 03:25 | 02:04 | 02:50 | 03:17 | 03:45 | 05:53 | 00:55 | 00:40 |
 | Magic Stick | 42 | 100.00% | 84.6 | 40.48% | +40.48% | -13.21% | -10.48% | 0.48% | 05:01 | -01:29 | 02:41 | 04:07 | 08:19 | 13:27 | 05:38 | 04:10 |
 | Bottle | 36 | 85.71% | 82.1 | 41.67% | +8.34% | +13.89% | -30.56% | -44.45% | 01:25 | 00:16 | 01:15 | 01:25 | 01:35 | 02:08 | 00:20 | 00:14 |
 | Boots of Travel | 35 | 83.33% | 79.5 | 40.00% | -2.86% | +15.56% | -17.78% | -3.43% | 37:44 | 12:27 | 32:58 | 38:00 | 42:42 | 60:48 | 09:44 | 07:12 |
 | Wind Lace | 29 | 69.05% | 76.9 | 41.38% | +2.92% | +1.48% | -12.81% | -2.76% | 06:57 | 02:52 | 04:10 | 05:27 | 09:21 | 17:07 | 05:11 | 03:50 |
 | Magic Wand | 37 | 88.10% | 74.4 | 37.84% | -22.16% | -4.51% | +28.83% | 6.31% | 08:58 | 03:27 | 05:29 | 10:02 | 10:46 | 24:28 | 05:17 | 03:54 |
 | Ring of Health | 9 | 21.43% | 71.8 | 44.44% | +5.05% | +5.56% | +5.56% | 0.00% | 41:38 | 30:19 | 36:29 | 38:32 | 48:40 | 52:14 | 12:11 | 09:01 |
 | Boots of Bearing | 3 | 7.14% | 69.2 | 66.67% | +28.21% | +33.33% | 0.00% | 0.00% | 28:58 | 27:39 | 27:39 | 28:01 | 31:13 | 31:13 | 03:34 | 02:38 |
 | Refresher Orb | 7 | 16.67% | 66.7 | 42.86% | +2.86% | -42.86% | +7.14% | 4.32% | 44:08 | 36:30 | 37:24 | 43:55 | 48:59 | 52:15 | 11:35 | 08:34 |
 | Drum of Endurance | 4 | 9.52% | 64.1 | 50.00% | +10.53% | -50.00% | +50.00% | 0.00% | 11:49 | 09:31 | 09:31 | 11:58 | 12:47 | 12:58 | 03:16 | 02:25 |
 | Swift Blink | 1 | 2.38% | 61.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:01 | 55:01 | 55:01 | 55:01 | 55:01 | 55:01 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 2.38% | 59.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.38% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 2.38% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:25 | 04:25 | 04:25 | 04:25 | 04:25 | 04:25 | 00:00 | 00:00 |
 | Fluffy Hat | 11 | 26.19% | 51.3 | 27.27% | -17.89% | -27.27% | +6.06% | 6.85% | 29:14 | 17:25 | 27:43 | 30:16 | 32:35 | 37:04 | 04:52 | 03:36 |
 | Force Staff | 11 | 26.19% | 48.7 | 27.27% | -17.89% | -27.27% | +6.06% | 6.45% | 30:22 | 19:57 | 27:43 | 30:38 | 32:53 | 38:01 | 05:10 | 03:49 |
 | Tranquil Boots | 5 | 11.90% | 46.2 | 40.00% | -0.54% | -40.00% | +60.00% | 0.00% | 06:39 | 04:55 | 04:55 | 06:26 | 07:15 | 08:34 | 02:20 | 01:43 |
 | Witch Blade | 6 | 14.29% | 43.6 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 31:24 | 20:09 | 25:10 | 25:55 | 35:24 | 46:29 | 10:14 | 07:34 |
 | Null Talisman | 6 | 14.29% | 41.0 | 33.33% | -8.34% | +16.67% | -33.33% | -50.00% | 02:20 | 01:28 | 02:01 | 02:03 | 02:44 | 03:30 | 00:43 | 00:31 |
 | Chainmail | 7 | 16.67% | 38.5 | 28.57% | -14.29% | -28.57% | +21.43% | 3.17% | 28:12 | 11:33 | 18:58 | 25:31 | 34:43 | 46:29 | 15:45 | 11:40 |
 | Aghanim's Shard | 7 | 16.67% | 35.9 | 28.57% | -14.29% | -28.57% | +21.43% | 8.38% | 32:43 | 26:40 | 27:19 | 29:55 | 33:17 | 46:31 | 05:58 | 04:25 |
 | Quelling Blade | 3 | 7.14% | 33.3 | 33.33% | -7.70% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Arcane Boots | 1 | 2.38% | 30.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Mekansm | 1 | 2.38% | 28.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.38% | 25.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 19:03 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.38% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 2.38% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:47 | 14:47 | 14:47 | 14:47 | 14:47 | 14:47 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 2.38% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.38% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 2.38% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.38% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Headdress | 1 | 2.38% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 09:50 | 00:00 | 00:00 |
 | Buckler | 1 | 2.38% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:47 | 14:47 | 14:47 | 14:47 | 14:47 | 14:47 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 2.38% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 00:00 | 00:00 |