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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 | 2 | 28.57% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 34:22 | 18:14 | 18:14 | 50:30 | 50:30 | 50:30 | 32:16 | 23:54 |
 | Kaya | 2 | 28.57% | 97.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 32:30 | 14:30 | 14:30 | 50:30 | 50:30 | 50:30 | 36:00 | 26:40 |
 | Bottle | 3 | 42.86% | 94.7 | 66.67% | +66.67% | -66.67% | 0.00% | 22.10% | 02:23 | 01:21 | 01:21 | 01:27 | 04:22 | 04:22 | 03:01 | 02:14 |
 | Void Stone | 4 | 57.14% | 92.1 | 50.00% | +50.00% | +50.00% | -50.00% | -3.50% | 27:05 | 08:36 | 08:36 | 23:43 | 37:09 | 38:50 | 28:33 | 21:08 |
 | Sange | 5 | 71.43% | 89.5 | 40.00% | +40.00% | +60.00% | -40.00% | -14.56% | 21:24 | 17:33 | 17:33 | 21:35 | 24:25 | 25:33 | 06:52 | 05:05 |
 | Blink Dagger | 1 | 14.29% | 86.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 14.29% | 84.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 43:43 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 14.29% | 81.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 14.29% | 78.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:03 | 12:03 | 12:03 | 12:03 | 12:03 | 12:03 | 00:00 | 00:00 |
 | Power Treads | 1 | 14.29% | 76.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 14.29% | 73.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:01 | 54:01 | 54:01 | 54:01 | 54:01 | 54:01 | 00:00 | 00:00 |
 | Magic Wand | 6 | 85.71% | 71.1 | 33.33% | +33.33% | +16.67% | -33.33% | -7.63% | 08:18 | 00:45 | 05:15 | 05:32 | 11:48 | 15:52 | 06:33 | 04:51 |
 | Magic Stick | 6 | 85.71% | 68.4 | 33.33% | +33.33% | +16.67% | -33.33% | -5.85% | 03:10 | -01:29 | -01:29 | -01:29 | 10:02 | 11:11 | 11:31 | 08:31 |
 | Boots of Speed | 7 | 100.00% | 65.8 | 28.57% | +28.57% | +21.43% | +21.43% | 0.00% | 03:17 | 01:39 | 02:42 | 03:33 | 03:37 | 04:06 | 00:55 | 00:40 |
 | Black King Bar | 2 | 28.57% | 63.2 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 29:05 | 23:54 | 23:54 | 34:15 | 34:15 | 34:15 | 10:21 | 07:40 |
 | Crown | 2 | 28.57% | 60.5 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 07:43 | 06:49 | 06:49 | 08:36 | 08:36 | 08:36 | 01:47 | 01:19 |
 | Lotus Orb | 2 | 28.57% | 57.9 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 35:07 | 31:23 | 31:23 | 38:50 | 38:50 | 38:50 | 07:27 | 05:31 |
 | Rod of Atos | 2 | 28.57% | 55.3 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 13:21 | 11:41 | 11:41 | 15:00 | 15:00 | 15:00 | 03:19 | 02:27 |
 | Scythe of Vyse | 2 | 28.57% | 52.6 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 31:51 | 26:33 | 26:33 | 37:09 | 37:09 | 37:09 | 10:36 | 07:51 |
 | Boots of Travel | 2 | 28.57% | 50.0 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 43:45 | 39:39 | 39:39 | 47:51 | 47:51 | 47:51 | 08:12 | 06:04 |
 | Wind Lace | 4 | 57.14% | 47.4 | 25.00% | -8.33% | +75.00% | -25.00% | -17.54% | 09:07 | 02:20 | 02:20 | 06:03 | 08:02 | 20:03 | 05:42 | 04:13 |
 | Heaven's Halberd | 3 | 42.86% | 44.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 27:41 | 25:33 | 25:33 | 27:48 | 29:41 | 29:41 | 04:08 | 03:03 |
 | Guardian Greaves | 3 | 42.86% | 42.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:38 | 18:16 | 18:16 | 18:16 | 19:21 | 19:21 | 01:05 | 00:48 |
 | Ring of Protection | 3 | 42.86% | 39.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:10 | 10:16 | 10:16 | 14:37 | 17:36 | 17:36 | 07:20 | 05:25 |
 | Buckler | 3 | 42.86% | 36.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 16:20 | 14:42 | 14:42 | 16:22 | 17:55 | 17:55 | 03:13 | 02:22 |
 | Fluffy Hat | 1 | 14.29% | 34.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:04 | 06:04 | 06:04 | 06:04 | 06:04 | 06:04 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 14.29% | 31.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 14.29% | 28.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:18 | 48:18 | 48:18 | 48:18 | 48:18 | 48:18 | 00:00 | 00:00 |
 | Ring of Health | 2 | 28.57% | 26.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 34:42 | 30:35 | 30:35 | 38:49 | 38:49 | 38:49 | 08:14 | 06:05 |
 | Arcane Boots | 4 | 57.14% | 23.7 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 07:22 | 05:30 | 05:30 | 06:56 | 07:33 | 09:29 | 02:03 | 01:31 |
 | Wraith Band | 4 | 57.14% | 21.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 01:18 | -01:29 | -01:29 | 01:23 | 02:28 | 02:49 | 03:57 | 02:55 |
 | Linken's Sphere | 1 | 14.29% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 14.29% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 55:10 | 00:00 | 00:00 |
 | Chainmail | 4 | 57.14% | 13.2 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 10:50 | 09:39 | 09:39 | 09:59 | 10:35 | 13:05 | 00:56 | 00:41 |
 | Headdress | 4 | 57.14% | 10.5 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 11:58 | 09:15 | 09:15 | 12:24 | 12:58 | 13:14 | 03:43 | 02:45 |
 | Pipe of Insight | 1 | 14.29% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Mekansm | 4 | 57.14% | 5.3 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 13:22 | 13:03 | 13:03 | 13:12 | 13:14 | 13:57 | 00:11 | 00:08 |
 | Cornucopia | 1 | 14.29% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |