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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 | |
 | Maelstrom | 13 | 76.47% | 100.0 | 61.54% | +36.54% | +38.46% | -28.21% | -30.54% | 16:11 | 13:08 | 14:50 | 16:32 | 17:01 | 18:34 | 02:11 | 01:37 |
 | Aghanim's Scepter | 5 | 29.41% | 97.1 | 80.00% | +38.33% | +20.00% | +20.00% | 0.00% | 32:26 | 29:40 | 29:40 | 32:26 | 32:34 | 35:41 | 02:54 | 02:08 |
 | Javelin | 14 | 82.35% | 94.1 | 57.14% | +23.81% | +42.86% | +9.53% | -11.23% | 13:03 | 09:50 | 11:52 | 12:07 | 14:50 | 17:11 | 02:58 | 02:11 |
 | Bottle | 17 | 100.00% | 91.2 | 52.94% | +52.94% | -2.94% | -2.94% | 0.00% | 01:39 | 01:22 | 01:30 | 01:36 | 01:42 | 02:15 | 00:12 | 00:08 |
 | Chainmail | 17 | 100.00% | 88.2 | 52.94% | +52.94% | +22.06% | -27.94% | -40.54% | 08:08 | 04:46 | 07:27 | 08:14 | 08:41 | 12:16 | 01:14 | 00:54 |
 | Quelling Blade | 17 | 100.00% | 85.3 | 52.94% | +52.94% | +47.06% | -27.94% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 17 | 100.00% | 82.4 | 52.94% | +52.94% | -2.94% | -2.94% | 0.00% | 04:53 | 03:28 | 03:51 | 04:45 | 05:39 | 07:16 | 01:48 | 01:20 |
 | Phase Boots | 17 | 100.00% | 79.4 | 52.94% | +52.94% | +22.06% | -2.94% | -15.31% | 08:51 | 06:36 | 07:51 | 08:37 | 09:29 | 12:32 | 01:38 | 01:12 |
 | Black King Bar | 12 | 70.59% | 76.5 | 58.33% | +18.33% | +8.34% | -58.33% | -15.63% | 23:09 | 19:33 | 20:05 | 23:22 | 24:21 | 27:17 | 04:16 | 03:09 |
 | Orb of Corrosion | 13 | 76.47% | 73.5 | 53.85% | +3.85% | +12.82% | +12.82% | 0.00% | 08:23 | 04:18 | 04:59 | 07:52 | 10:03 | 16:37 | 05:04 | 03:45 |
 | Orb of Venom | 13 | 76.47% | 70.6 | 53.85% | +3.85% | +12.82% | -20.52% | -5.90% | 07:39 | 03:28 | 03:44 | 07:20 | 09:23 | 16:05 | 05:39 | 04:11 |
 | Fluffy Hat | 13 | 76.47% | 67.6 | 53.85% | +3.85% | +12.82% | -20.52% | -6.85% | 07:49 | 03:29 | 04:32 | 07:28 | 09:24 | 16:05 | 04:52 | 03:36 |
 | Magic Wand | 16 | 94.12% | 64.7 | 50.00% | -50.00% | 0.00% | 0.00% | 0.00% | 06:27 | 03:20 | 05:30 | 06:16 | 07:03 | 10:54 | 01:33 | 01:08 |
 | Blight Stone | 16 | 94.12% | 61.8 | 50.00% | -50.00% | 0.00% | +25.00% | 11.81% | 04:11 | 02:13 | 02:43 | 03:11 | 04:50 | 09:12 | 02:07 | 01:34 |
 | Magic Stick | 16 | 94.12% | 58.8 | 50.00% | -50.00% | 0.00% | 0.00% | 0.00% | 03:29 | 02:07 | 02:32 | 02:48 | 03:29 | 06:39 | 00:57 | 00:42 |
 | Shiva's Guard | 4 | 23.53% | 55.9 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 40:19 | 36:50 | 36:50 | 36:57 | 42:32 | 44:55 | 05:42 | 04:13 |
 | Wind Lace | 2 | 11.76% | 52.9 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 09:58 | 09:05 | 09:05 | 10:51 | 10:51 | 10:51 | 01:46 | 01:18 |
 | Blink Dagger | 2 | 11.76% | 50.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 29:46 | 21:39 | 21:39 | 37:53 | 37:53 | 37:53 | 16:14 | 12:01 |
 | Void Stone | 2 | 11.76% | 47.1 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 31:12 | 10:46 | 10:46 | 51:37 | 51:37 | 51:37 | 40:51 | 30:15 |
 | Aghanim's Shard | 7 | 41.18% | 44.1 | 57.14% | +7.14% | +42.86% | -7.14% | -8.36% | 27:01 | 20:31 | 22:15 | 27:21 | 28:14 | 35:05 | 05:59 | 04:25 |
 | Linken's Sphere | 1 | 5.88% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 5.88% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 00:00 | 00:00 |
 | Ring of Health | 1 | 5.88% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 11.76% | 32.4 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 10:53 | 09:32 | 09:32 | 12:13 | 12:13 | 12:13 | 02:41 | 01:59 |
 | Rod of Atos | 2 | 11.76% | 29.4 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 42:04 | 28:15 | 28:15 | 55:53 | 55:53 | 55:53 | 27:38 | 20:28 |
 | Aeon Disk | 2 | 11.76% | 26.5 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 41:50 | 39:29 | 39:29 | 44:11 | 44:11 | 44:11 | 04:42 | 03:28 |
 | Crown | 2 | 11.76% | 23.5 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 41:37 | 27:22 | 27:22 | 55:52 | 55:52 | 55:52 | 28:30 | 21:06 |
 | Spirit Vessel | 2 | 11.76% | 20.6 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 14:38 | 12:52 | 12:52 | 16:23 | 16:23 | 16:23 | 03:31 | 02:36 |
 | Boots of Travel | 2 | 11.76% | 17.6 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 48:28 | 48:13 | 48:13 | 48:42 | 48:42 | 48:42 | 00:29 | 00:21 |
 | Ring of Protection | 2 | 11.76% | 14.7 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 09:58 | 08:23 | 08:23 | 11:32 | 11:32 | 11:32 | 03:09 | 02:20 |
 | Gleipnir | 2 | 11.76% | 11.8 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 42:12 | 28:15 | 28:15 | 56:08 | 56:08 | 56:08 | 27:53 | 20:39 |
 | Sange | 1 | 5.88% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Kaya | 2 | 11.76% | 5.9 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 28:09 | 23:46 | 23:46 | 32:31 | 32:31 | 32:31 | 08:45 | 06:28 |
 | Kaya and Sange | 1 | 5.88% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |