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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 | 9 | 40.91% | 100.0 | 77.78% | +47.01% | +22.22% | +22.22% | 0.00% | 31:15 | 21:40 | 28:50 | 32:54 | 34:00 | 34:33 | 05:10 | 03:49 |
 | Aghanim's Shard | 13 | 59.09% | 97.1 | 61.54% | +28.21% | -61.54% | +5.13% | 5.46% | 28:40 | 21:08 | 21:57 | 24:25 | 34:10 | 40:43 | 12:13 | 09:02 |
 | Black King Bar | 18 | 81.82% | 94.1 | 55.56% | +30.56% | +4.44% | -30.56% | -6.89% | 21:19 | 15:18 | 18:29 | 20:24 | 23:34 | 32:26 | 05:05 | 03:45 |
 | Chainmail | 21 | 95.45% | 91.2 | 52.38% | +52.38% | +27.62% | +7.62% | -14.29% | 08:48 | 06:21 | 07:36 | 08:16 | 09:00 | 15:38 | 01:24 | 01:02 |
 | Blight Stone | 21 | 95.45% | 88.2 | 52.38% | +52.38% | +27.62% | -32.38% | -30.00% | 03:55 | 00:44 | 02:25 | 03:11 | 04:25 | 11:42 | 02:00 | 01:28 |
 | Phase Boots | 21 | 95.45% | 85.3 | 52.38% | +52.38% | +27.62% | +7.62% | -12.50% | 09:24 | 07:11 | 08:06 | 08:59 | 09:42 | 16:09 | 01:36 | 01:11 |
 | Boots of Speed | 22 | 100.00% | 82.4 | 50.00% | +50.00% | -33.33% | +10.00% | 15.38% | 04:56 | 01:38 | 03:51 | 04:17 | 06:40 | 08:14 | 02:49 | 02:05 |
 | Orb of Venom | 17 | 77.27% | 79.4 | 52.94% | +12.94% | +47.06% | -27.94% | -15.52% | 07:38 | 02:42 | 05:00 | 06:35 | 09:50 | 12:35 | 04:50 | 03:34 |
 | Orb of Corrosion | 17 | 77.27% | 76.5 | 52.94% | +12.94% | +47.06% | -27.94% | -13.89% | 08:14 | 03:14 | 05:19 | 07:09 | 10:43 | 13:09 | 05:24 | 04:00 |
 | Bottle | 20 | 90.91% | 73.5 | 50.00% | 0.00% | +10.00% | +10.00% | 0.00% | 02:06 | 00:05 | 01:25 | 01:29 | 01:35 | 12:56 | 00:10 | 00:07 |
 | Fluffy Hat | 18 | 81.82% | 70.6 | 50.00% | 0.00% | +50.00% | -25.00% | -16.01% | 07:54 | 02:43 | 05:33 | 06:35 | 10:14 | 12:35 | 04:41 | 03:28 |
 | Magic Wand | 21 | 95.45% | 67.6 | 47.62% | -52.38% | +12.38% | -7.62% | -3.29% | 07:03 | -01:29 | 03:46 | 08:33 | 09:51 | 13:33 | 06:05 | 04:30 |
 | Quelling Blade | 19 | 86.36% | 64.7 | 47.37% | -19.30% | +32.63% | -27.37% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Maelstrom | 11 | 50.00% | 61.8 | 54.55% | +9.10% | +45.45% | +12.12% | -8.73% | 19:54 | 13:05 | 16:34 | 17:58 | 20:23 | 28:19 | 03:49 | 02:49 |
 | Javelin | 11 | 50.00% | 58.8 | 54.55% | +9.10% | +12.12% | -21.22% | -9.22% | 15:44 | 11:27 | 12:12 | 13:17 | 15:49 | 26:12 | 03:37 | 02:40 |
 | Magic Stick | 20 | 90.91% | 55.9 | 45.00% | -55.00% | +15.00% | -5.00% | -13.33% | 03:03 | -01:29 | 02:14 | 02:54 | 03:44 | 08:35 | 01:30 | 01:06 |
 | Sange | 2 | 9.09% | 52.9 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 25:03 | 24:36 | 24:36 | 25:30 | 25:30 | 25:30 | 00:54 | 00:40 |
 | Shiva's Guard | 2 | 9.09% | 50.0 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 36:53 | 31:46 | 31:46 | 41:59 | 41:59 | 41:59 | 10:13 | 07:34 |
 | Kaya and Sange | 2 | 9.09% | 47.1 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 30:31 | 29:09 | 29:09 | 31:53 | 31:53 | 31:53 | 02:44 | 02:01 |
 | Kaya | 5 | 22.73% | 44.1 | 60.00% | +12.94% | +40.00% | -60.00% | -17.70% | 32:04 | 26:42 | 26:42 | 31:39 | 32:21 | 40:27 | 05:39 | 04:11 |
 | Void Stone | 3 | 13.64% | 41.2 | 66.67% | +19.30% | +33.33% | 0.00% | 0.00% | 33:37 | 21:47 | 21:47 | 34:38 | 44:27 | 44:27 | 22:40 | 16:47 |
 | Crown | 1 | 4.55% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 4.55% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 36:25 | 00:00 | 00:00 |
 | Gleipnir | 1 | 4.55% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 4.55% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.55% | 26.5 | 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 Basilius | 1 | 4.55% | 23.5 | 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 |
 | Ring of Health | 1 | 4.55% | 20.6 | 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 |
 | Wind Lace | 2 | 9.09% | 17.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 29:45 | 23:37 | 23:37 | 35:53 | 35:53 | 35:53 | 12:16 | 09:05 |
 | Eul's Scepter of Divinity | 2 | 9.09% | 14.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 31:18 | 26:31 | 26:31 | 36:05 | 36:05 | 36:05 | 09:34 | 07:05 |
 | Wraith Band | 2 | 9.09% | 11.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 08:31 | 03:39 | 03:39 | 13:23 | 13:23 | 13:23 | 09:44 | 07:12 |
 | Desolator | 1 | 4.55% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 4.55% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 00:00 | 00:00 |
 | Blink Dagger | 3 | 13.64% | 2.9 | 0.00% | -57.89% | 0.00% | 0.00% | 0.00% | 27:32 | 22:06 | 22:06 | 22:47 | 37:42 | 37:42 | 15:36 | 11:33 |