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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 | |
 | Aghanim's Scepter | 6 | 42.86% | 100.0 | 83.33% | +45.83% | +16.67% | +16.67% | 0.00% | 30:08 | 21:40 | 28:50 | 29:27 | 34:00 | 34:33 | 05:10 | 03:49 |
 | Blight Stone | 13 | 92.86% | 96.4 | 61.54% | +61.54% | +5.13% | -28.21% | -17.10% | 03:54 | 02:05 | 02:28 | 03:31 | 04:25 | 09:38 | 01:57 | 01:26 |
 | Chainmail | 14 | 100.00% | 92.9 | 57.14% | +57.14% | -7.14% | +9.53% | 6.67% | 09:01 | 06:21 | 07:39 | 08:11 | 10:09 | 15:38 | 02:30 | 01:51 |
 | Boots of Speed | 14 | 100.00% | 89.3 | 57.14% | +57.14% | -32.14% | +9.53% | 14.37% | 05:07 | 01:38 | 03:57 | 04:41 | 06:51 | 07:39 | 02:54 | 02:08 |
 | Phase Boots | 14 | 100.00% | 85.7 | 57.14% | +57.14% | -7.14% | +9.53% | 6.54% | 09:36 | 07:11 | 08:06 | 08:49 | 10:39 | 16:09 | 02:33 | 01:53 |
 | Fluffy Hat | 12 | 85.71% | 82.1 | 58.33% | +8.33% | +41.67% | -25.00% | -15.56% | 07:59 | 04:12 | 05:33 | 06:35 | 09:50 | 12:35 | 04:17 | 03:10 |
 | Orb of Corrosion | 12 | 85.71% | 78.6 | 58.33% | +8.33% | +8.34% | -25.00% | -9.09% | 08:33 | 04:34 | 06:45 | 07:09 | 10:25 | 13:09 | 03:40 | 02:42 |
 | Orb of Venom | 12 | 85.71% | 75.0 | 58.33% | +8.33% | +41.67% | -25.00% | -16.39% | 07:56 | 04:12 | 05:34 | 06:35 | 09:38 | 12:35 | 04:04 | 03:00 |
 | Black King Bar | 12 | 85.71% | 71.4 | 58.33% | +8.33% | +41.67% | -25.00% | -18.69% | 21:10 | 15:18 | 18:25 | 19:22 | 21:59 | 32:26 | 03:34 | 02:38 |
 | Aghanim's Shard | 10 | 71.43% | 67.9 | 60.00% | +10.00% | -26.67% | -10.00% | 1.76% | 27:51 | 21:38 | 22:46 | 23:03 | 32:14 | 40:43 | 09:28 | 07:00 |
 | Magic Wand | 13 | 92.86% | 64.3 | 53.85% | -46.15% | +12.82% | +12.82% | 0.00% | 07:00 | -01:24 | 03:46 | 08:09 | 09:49 | 13:33 | 06:03 | 04:28 |
 | Quelling Blade | 13 | 92.86% | 60.7 | 53.85% | -46.15% | -20.52% | +12.82% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bottle | 13 | 92.86% | 57.1 | 53.85% | -46.15% | -20.52% | -20.52% | 0.00% | 01:40 | 01:12 | 01:25 | 01:29 | 01:37 | 03:41 | 00:12 | 00:08 |
 | Magic Stick | 13 | 92.86% | 53.6 | 53.85% | -46.15% | +12.82% | -20.52% | -22.99% | 02:41 | -01:29 | 02:11 | 03:15 | 03:38 | 06:37 | 01:27 | 01:04 |
 | Kaya | 4 | 28.57% | 50.0 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 29:58 | 26:42 | 26:42 | 29:09 | 31:39 | 32:21 | 04:57 | 03:40 |
 | Void Stone | 2 | 14.29% | 46.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:07 | 21:47 | 21:47 | 44:27 | 44:27 | 44:27 | 22:40 | 16:47 |
 | Kaya and Sange | 2 | 14.29% | 42.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:31 | 29:09 | 29:09 | 31:53 | 31:53 | 31:53 | 02:44 | 02:01 |
 | Shiva's Guard | 2 | 14.29% | 39.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:53 | 31:46 | 31:46 | 41:59 | 41:59 | 41:59 | 10:13 | 07:34 |
 | Sange | 2 | 14.29% | 35.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:03 | 24:36 | 24:36 | 25:30 | 25:30 | 25:30 | 00:54 | 00:40 |
 | Javelin | 6 | 42.86% | 32.1 | 50.00% | -12.50% | +50.00% | -50.00% | 0.00% | 14:21 | 11:48 | 12:43 | 13:17 | 15:49 | 18:17 | 03:06 | 02:17 |
 | Maelstrom | 6 | 42.86% | 28.6 | 50.00% | -12.50% | +50.00% | +50.00% | 0.00% | 19:10 | 13:05 | 17:38 | 17:42 | 20:23 | 27:20 | 02:45 | 02:02 |
 | Wraith Band | 1 | 7.14% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 00:00 | 00:00 |
 | Wind Lace | 1 | 7.14% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 7.14% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 44:28 | 00:00 | 00:00 |
 | Ring of Health | 1 | 7.14% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 7.14% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.14% | 7.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 18:44 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 14.29% | 3.6 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 30:15 | 22:47 | 22:47 | 37:42 | 37:42 | 37:42 | 14:55 | 11:02 |