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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 | |
 | Kaya and Sange | 5 | 26.32% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 27:48 | 23:36 | 23:36 | 27:44 | 29:12 | 34:46 | 05:36 | 04:08 |
 | Sange | 6 | 31.58% | 97.1 | 83.33% | +44.87% | +16.67% | +16.67% | 0.00% | 25:24 | 19:12 | 20:42 | 21:39 | 28:50 | 34:46 | 08:08 | 06:01 |
 | Aghanim's Scepter | 10 | 52.63% | 94.3 | 70.00% | +36.67% | +30.00% | -20.00% | -8.90% | 30:47 | 25:35 | 28:14 | 30:03 | 33:51 | 37:15 | 05:37 | 04:09 |
 | Phase Boots | 12 | 63.16% | 91.4 | 66.67% | +38.10% | 0.00% | +33.33% | 12.74% | 09:35 | 06:29 | 07:37 | 09:59 | 10:14 | 13:48 | 02:37 | 01:56 |
 | Chainmail | 12 | 63.16% | 88.6 | 66.67% | +38.10% | 0.00% | 0.00% | 0.00% | 08:42 | 06:05 | 07:05 | 08:41 | 09:16 | 13:20 | 02:11 | 01:37 |
 | Magic Wand | 18 | 94.74% | 85.7 | 55.56% | +55.56% | -35.56% | -5.56% | 12.95% | 07:10 | 03:45 | 05:26 | 06:38 | 07:45 | 15:43 | 02:19 | 01:42 |
 | Kaya | 7 | 36.84% | 82.9 | 71.43% | +29.76% | +28.57% | -21.43% | 0.00% | 27:19 | 23:05 | 23:14 | 25:19 | 29:28 | 34:45 | 06:14 | 04:37 |
 | Maelstrom | 14 | 73.68% | 80.0 | 57.14% | +17.14% | +17.86% | +9.53% | -2.06% | 16:26 | 10:19 | 12:22 | 14:49 | 16:25 | 28:38 | 04:03 | 03:00 |
 | Quelling Blade | 19 | 100.00% | 77.1 | 52.63% | +52.63% | -12.63% | -12.63% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Speed | 19 | 100.00% | 74.3 | 52.63% | +52.63% | -12.63% | +7.37% | 15.19% | 04:09 | 01:53 | 03:28 | 04:01 | 04:47 | 06:14 | 01:19 | 00:58 |
 | Magic Stick | 19 | 100.00% | 71.4 | 52.63% | +52.63% | +7.37% | -12.63% | -9.68% | 03:37 | -01:29 | 02:26 | 03:39 | 04:30 | 08:33 | 02:04 | 01:31 |
 | Bottle | 19 | 100.00% | 68.6 | 52.63% | +52.63% | +7.37% | +7.37% | 0.00% | 01:52 | 01:10 | 01:26 | 01:37 | 01:47 | 06:43 | 00:21 | 00:15 |
 | Javelin | 15 | 78.95% | 65.7 | 53.33% | +3.33% | -3.33% | +21.67% | 8.52% | 12:51 | 06:29 | 09:41 | 11:08 | 12:37 | 25:45 | 02:56 | 02:10 |
 | Aghanim's Shard | 8 | 42.11% | 62.9 | 62.50% | +17.05% | -12.50% | -12.50% | 0.00% | 31:05 | 24:45 | 25:44 | 28:09 | 31:51 | 42:01 | 06:07 | 04:31 |
 | Black King Bar | 13 | 68.42% | 60.0 | 53.85% | +3.85% | -20.52% | +12.82% | 5.01% | 21:14 | 15:41 | 17:37 | 21:33 | 24:16 | 25:14 | 06:39 | 04:55 |
 | Blight Stone | 16 | 84.21% | 57.1 | 50.00% | -16.67% | 0.00% | 0.00% | 0.00% | 03:48 | 01:55 | 02:15 | 02:49 | 04:53 | 06:43 | 02:38 | 01:57 |
 | Ring of Health | 4 | 21.05% | 54.3 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 44:38 | 39:13 | 39:13 | 42:45 | 45:01 | 51:34 | 05:48 | 04:17 |
 | Void Stone | 7 | 36.84% | 51.4 | 57.14% | +7.14% | -7.14% | +42.86% | 0.00% | 23:32 | 14:50 | 14:55 | 16:19 | 20:40 | 42:45 | 05:45 | 04:15 |
 | Orb of Corrosion | 13 | 68.42% | 48.6 | 38.46% | -44.87% | +61.54% | +28.21% | -13.42% | 08:09 | 04:34 | 05:49 | 07:41 | 08:18 | 18:01 | 02:29 | 01:50 |
 | Fluffy Hat | 13 | 68.42% | 45.7 | 38.46% | -44.87% | +61.54% | -5.13% | -27.97% | 07:43 | 04:04 | 05:47 | 07:30 | 08:10 | 17:28 | 02:23 | 01:45 |
 | Orb of Venom | 13 | 68.42% | 42.9 | 38.46% | -44.87% | +61.54% | -5.13% | -21.86% | 07:25 | 03:06 | 04:54 | 07:37 | 07:57 | 17:28 | 03:03 | 02:15 |
 | Refresher Orb | 3 | 15.79% | 40.0 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 46:31 | 42:45 | 42:45 | 45:13 | 51:34 | 51:34 | 08:49 | 06:31 |
 | Shiva's Guard | 3 | 15.79% | 37.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 33:56 | 27:32 | 27:32 | 36:18 | 37:58 | 37:58 | 10:26 | 07:43 |
 | Manta Style | 1 | 5.26% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Mjollnir | 1 | 5.26% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:26 | 60:26 | 60:26 | 60:26 | 60:26 | 60:26 | 00:00 | 00:00 |
 | Yasha | 1 | 5.26% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Wind Lace | 5 | 26.32% | 25.7 | 40.00% | -17.14% | +60.00% | -40.00% | 0.00% | 12:18 | 09:22 | 09:22 | 11:27 | 13:48 | 15:44 | 04:26 | 03:17 |
 | Eul's Scepter of Divinity | 5 | 26.32% | 22.9 | 40.00% | -17.14% | +60.00% | -40.00% | 0.00% | 16:50 | 15:12 | 15:12 | 16:10 | 16:33 | 20:58 | 01:21 | 01:00 |
 | Blink Dagger | 2 | 10.53% | 20.0 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 33:00 | 25:25 | 25:25 | 40:35 | 40:35 | 40:35 | 15:10 | 11:14 |
 | Aghanim's Blessing | 1 | 5.26% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:56 | 55:56 | 55:56 | 55:56 | 55:56 | 55:56 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.26% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:14 | 53:14 | 53:14 | 53:14 | 53:14 | 53:14 | 00:00 | 00:00 |
 | Buckler | 1 | 5.26% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 |
 | Power Treads | 2 | 10.53% | 8.6 | 0.00% | -58.82% | 0.00% | 0.00% | 0.00% | 06:47 | 06:09 | 06:09 | 07:25 | 07:25 | 07:25 | 01:16 | 00:56 |
 | Ring of Protection | 1 | 5.26% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 |
 | Wind Waker | 1 | 5.26% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 00:00 | 00:00 |