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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 | |
 | Ring of Basilius | 6 | 40.00% | 100.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 06:21 | 02:48 | 03:02 | 05:06 | 05:20 | 16:29 | 02:18 | 01:42 |
 | Magic Stick | 10 | 66.67% | 97.1 | 90.00% | +30.00% | -23.33% | +10.00% | 6.39% | 04:09 | -01:29 | 01:20 | 03:12 | 06:33 | 10:48 | 05:13 | 03:51 |
 | Blink Dagger | 5 | 33.33% | 94.1 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 32:02 | 22:44 | 22:44 | 33:38 | 36:07 | 42:46 | 13:23 | 09:54 |
 | Octarine Core | 5 | 33.33% | 91.2 | 100.00% | +30.00% | 0.00% | 0.00% | 0.00% | 42:16 | 29:51 | 29:51 | 38:04 | 41:24 | 1:11:30 | 11:33 | 08:33 |
 | Magic Wand | 9 | 60.00% | 88.2 | 88.89% | +22.22% | +11.11% | -38.89% | -6.02% | 11:44 | 05:59 | 07:02 | 10:48 | 15:20 | 20:00 | 08:18 | 06:08 |
 | Boots of Speed | 15 | 100.00% | 85.3 | 80.00% | +80.00% | -5.00% | +20.00% | 8.29% | 06:34 | 04:07 | 04:49 | 05:33 | 07:50 | 10:00 | 03:01 | 02:14 |
 | Aghanim's Shard | 15 | 100.00% | 82.4 | 80.00% | +80.00% | +20.00% | -5.00% | -7.98% | 18:06 | 15:00 | 15:35 | 18:02 | 18:43 | 22:54 | 03:08 | 02:19 |
 | Arcane Boots | 14 | 93.33% | 79.4 | 78.57% | -21.43% | -3.57% | +21.43% | 4.45% | 11:00 | 05:44 | 07:13 | 09:37 | 12:50 | 21:14 | 05:37 | 04:09 |
 | Void Stone | 10 | 66.67% | 76.5 | 80.00% | 0.00% | -46.67% | +20.00% | 5.28% | 27:46 | 12:43 | 19:37 | 26:42 | 32:14 | 51:13 | 12:37 | 09:20 |
 | Aether Lens | 10 | 66.67% | 73.5 | 80.00% | 0.00% | -46.67% | +20.00% | 5.14% | 31:18 | 15:28 | 19:45 | 26:59 | 32:43 | 1:11:25 | 12:58 | 09:36 |
 | Bottle | 7 | 46.67% | 70.6 | 85.71% | +10.71% | +14.29% | +14.29% | 0.00% | 01:13 | 01:01 | 01:05 | 01:11 | 01:17 | 01:27 | 00:12 | 00:08 |
 | Kaya | 7 | 46.67% | 67.6 | 85.71% | +10.71% | +14.29% | -35.71% | -50.00% | 12:22 | 11:22 | 11:42 | 12:21 | 12:36 | 13:13 | 00:54 | 00:40 |
 | Aghanim's Scepter | 12 | 80.00% | 64.7 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 31:39 | 21:17 | 26:51 | 29:39 | 34:47 | 44:46 | 07:56 | 05:52 |
 | Kaya and Sange | 6 | 40.00% | 61.8 | 83.33% | +5.55% | +16.67% | -83.33% | -34.29% | 17:18 | 14:35 | 15:53 | 16:17 | 18:48 | 21:33 | 02:55 | 02:09 |
 | Sange | 6 | 40.00% | 58.8 | 83.33% | +5.55% | +16.67% | -83.33% | -31.75% | 17:07 | 14:35 | 15:13 | 16:17 | 18:22 | 21:33 | 03:09 | 02:20 |
 | Null Talisman | 8 | 53.33% | 55.9 | 75.00% | -10.71% | +25.00% | -25.00% | -50.00% | 03:39 | 02:42 | 03:20 | 03:26 | 03:48 | 04:36 | 00:28 | 00:20 |
 | Refresher Orb | 5 | 33.33% | 52.9 | 80.00% | 0.00% | +20.00% | +20.00% | 0.00% | 45:31 | 31:41 | 31:41 | 46:04 | 52:05 | 1:01:45 | 20:24 | 15:06 |
 | Ring of Health | 5 | 33.33% | 50.0 | 80.00% | 0.00% | +20.00% | +20.00% | 0.00% | 39:18 | 29:54 | 29:54 | 38:16 | 41:35 | 51:14 | 11:41 | 08:39 |
 | Fluffy Hat | 6 | 40.00% | 47.1 | 66.67% | -22.22% | -16.67% | +33.33% | 2.97% | 31:22 | 19:22 | 21:34 | 32:07 | 38:25 | 39:17 | 16:51 | 12:28 |
 | Ghost Scepter | 2 | 13.33% | 44.1 | 100.00% | +23.08% | 0.00% | 0.00% | 0.00% | 25:02 | 18:26 | 18:26 | 31:38 | 31:38 | 31:38 | 13:12 | 09:46 |
 | Force Staff | 5 | 33.33% | 41.2 | 60.00% | -30.00% | +40.00% | +40.00% | 0.00% | 34:31 | 25:11 | 25:11 | 34:41 | 38:25 | 47:53 | 13:14 | 09:48 |
 | Scythe of Vyse | 1 | 6.67% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:16 | 1:06:16 | 1:06:16 | 1:06:16 | 1:06:16 | 1:06:16 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 6.67% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 59:06 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 6.67% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 52:31 | 00:00 | 00:00 |
 | Crown | 1 | 6.67% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 17:33 | 00:00 | 00:00 |
 | Black King Bar | 1 | 6.67% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 43:32 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 6.67% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 34:35 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.67% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.67% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.67% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 35:25 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 6.67% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 6.67% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 21:10 | 00:00 | 00:00 |
 | Wind Lace | 2 | 13.33% | 5.9 | 50.00% | -34.62% | +50.00% | 0.00% | 0.00% | 38:55 | 35:25 | 35:25 | 42:25 | 42:25 | 42:25 | 07:00 | 05:11 |
 | Eul's Scepter of Divinity | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 |