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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 | |
 | Refresher Orb | 10 | 24.39% | 100.0 | 90.00% | +54.52% | -23.33% | +10.00% | 3.57% | 44:46 | 32:48 | 40:38 | 45:02 | 49:58 | 54:22 | 09:20 | 06:54 |
 | Ring of Health | 10 | 24.39% | 97.2 | 90.00% | +54.52% | -23.33% | +10.00% | 2.77% | 42:49 | 31:50 | 37:45 | 40:37 | 49:48 | 54:07 | 12:03 | 08:55 |
 | Octarine Core | 12 | 29.27% | 94.4 | 75.00% | +37.07% | -41.67% | +25.00% | 17.70% | 37:09 | 23:02 | 32:25 | 33:43 | 36:11 | 60:04 | 03:46 | 02:47 |
 | Ghost Scepter | 9 | 21.95% | 91.7 | 77.78% | +37.15% | -27.78% | +22.22% | 6.26% | 34:31 | 26:16 | 29:05 | 29:33 | 37:04 | 54:49 | 07:59 | 05:54 |
 | Aether Lens | 30 | 73.17% | 88.9 | 60.00% | +41.82% | -10.00% | +25.71% | 4.03% | 26:34 | 13:02 | 21:09 | 25:32 | 30:01 | 53:56 | 08:52 | 06:34 |
 | Void Stone | 32 | 78.05% | 86.1 | 56.25% | +34.03% | -6.25% | +18.75% | 2.82% | 25:59 | 11:03 | 20:53 | 25:24 | 29:44 | 45:13 | 08:51 | 06:33 |
 | Aghanim's Scepter | 30 | 73.17% | 83.3 | 56.67% | +29.40% | -6.67% | -13.81% | -1.90% | 28:09 | 18:41 | 25:46 | 27:12 | 29:31 | 41:00 | 03:45 | 02:46 |
 | Ethereal Blade | 8 | 19.51% | 80.6 | 75.00% | +32.58% | +25.00% | +25.00% | 0.00% | 38:16 | 27:59 | 29:26 | 32:15 | 37:26 | 56:56 | 08:00 | 05:55 |
 | Aghanim's Shard | 40 | 97.56% | 77.8 | 50.00% | +50.00% | -20.00% | +10.00% | 8.14% | 17:55 | 15:01 | 15:15 | 16:38 | 18:56 | 30:35 | 03:41 | 02:43 |
 | Boots of Speed | 41 | 100.00% | 75.0 | 48.78% | +48.78% | -8.78% | +1.22% | 6.38% | 04:54 | 01:21 | 03:42 | 04:36 | 05:16 | 11:18 | 01:34 | 01:09 |
 | Arcane Boots | 41 | 100.00% | 72.2 | 48.78% | +48.78% | -18.78% | +21.22% | 9.52% | 08:41 | 04:31 | 06:27 | 07:23 | 10:39 | 20:04 | 04:12 | 03:06 |
 | Magic Stick | 26 | 63.41% | 69.4 | 50.00% | +3.33% | +21.43% | -16.67% | -36.29% | 02:06 | -01:29 | -01:28 | 01:52 | 02:31 | 10:28 | 03:59 | 02:57 |
 | Magic Wand | 23 | 56.10% | 66.7 | 47.83% | -2.17% | -14.50% | +2.17% | 3.15% | 06:56 | 01:26 | 03:22 | 06:09 | 08:40 | 20:16 | 05:18 | 03:55 |
 | Null Talisman | 28 | 68.29% | 63.9 | 42.86% | -18.68% | -14.29% | 0.00% | 3.43% | 05:37 | -01:29 | 03:10 | 03:42 | 07:20 | 25:04 | 04:10 | 03:05 |
 | Kaya | 31 | 75.61% | 61.1 | 38.71% | -41.29% | -13.71% | +23.79% | 20.45% | 15:07 | 08:58 | 11:25 | 12:16 | 13:15 | 55:54 | 01:50 | 01:21 |
 | Aeon Disk | 4 | 9.76% | 58.3 | 75.00% | +29.05% | +25.00% | +25.00% | 0.00% | 44:49 | 34:15 | 34:15 | 38:08 | 48:01 | 58:51 | 13:46 | 10:11 |
 | Aghanim's Blessing | 2 | 4.88% | 55.6 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 50:55 | 48:37 | 48:37 | 53:13 | 53:13 | 53:13 | 04:36 | 03:24 |
 | Bottle | 28 | 68.29% | 52.8 | 35.71% | -41.21% | -21.42% | -21.42% | 0.00% | 01:30 | 00:29 | 01:14 | 01:18 | 01:38 | 03:53 | 00:24 | 00:17 |
 | Kaya and Sange | 19 | 46.34% | 50.0 | 31.58% | -32.06% | +48.42% | -31.58% | -17.65% | 19:14 | 11:59 | 15:17 | 17:27 | 19:49 | 36:53 | 04:32 | 03:21 |
 | Sange | 19 | 46.34% | 47.2 | 31.58% | -32.06% | +48.42% | -31.58% | -21.52% | 19:06 | 11:59 | 15:17 | 17:27 | 19:00 | 36:47 | 03:43 | 02:45 |
 | Blink Dagger | 8 | 19.51% | 44.4 | 37.50% | -14.02% | +12.50% | +62.50% | 0.00% | 31:39 | 22:16 | 23:09 | 25:42 | 36:38 | 44:04 | 13:29 | 09:59 |
 | Fluffy Hat | 4 | 9.76% | 41.7 | 50.00% | +1.35% | +50.00% | -50.00% | 0.00% | 22:13 | 16:47 | 16:47 | 18:12 | 18:27 | 35:27 | 01:40 | 01:14 |
 | Linken's Sphere | 1 | 2.44% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 2.44% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.44% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 1:01:20 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 2.44% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 57:23 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.44% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 00:00 | 00:00 |
 | Headdress | 2 | 4.88% | 25.0 | 50.00% | +1.28% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 2 | 4.88% | 22.2 | 50.00% | +1.28% | +50.00% | 0.00% | 0.00% | 19:56 | 19:00 | 19:00 | 20:51 | 20:51 | 20:51 | 01:51 | 01:22 |
 | Glimmer Cape | 2 | 4.88% | 19.4 | 50.00% | +1.28% | -50.00% | 0.00% | 0.00% | 32:33 | 30:41 | 30:41 | 34:25 | 34:25 | 34:25 | 03:44 | 02:45 |
 | Ring of Basilius | 3 | 7.32% | 16.7 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 03:11 | -01:28 | -01:28 | 03:49 | 07:13 | 07:13 | 08:41 | 06:25 |
 | Force Staff | 3 | 7.32% | 13.9 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 26:48 | 19:38 | 19:38 | 25:10 | 35:36 | 35:36 | 15:58 | 11:49 |
 | Veil of Discord | 1 | 2.44% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.44% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 25:36 | 00:00 | 00:00 |
 | Crown | 1 | 2.44% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 14:20 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.44% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 13:28 | 00:00 | 00:00 |