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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 | 5 | 25.00% | 100.0 | 100.00% | +93.33% | 0.00% | 0.00% | 0.00% | 46:32 | 42:47 | 42:47 | 47:05 | 49:30 | 50:33 | 06:43 | 04:58 |
 | Ring of Health | 7 | 35.00% | 96.7 | 71.43% | +63.74% | -71.43% | +28.57% | 11.88% | 39:36 | 27:57 | 34:21 | 41:35 | 42:46 | 48:16 | 08:25 | 06:14 |
 | Void Stone | 9 | 45.00% | 93.3 | 55.56% | +46.47% | -5.56% | +44.44% | 6.01% | 38:09 | 27:57 | 33:17 | 38:50 | 41:36 | 46:19 | 08:19 | 06:09 |
 | Power Treads | 2 | 10.00% | 90.0 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 23:48 | 21:59 | 21:59 | 25:37 | 25:37 | 25:37 | 03:38 | 02:41 |
 | Force Staff | 18 | 90.00% | 86.7 | 33.33% | +33.33% | +6.67% | +41.67% | 6.29% | 23:40 | 17:03 | 20:49 | 23:09 | 26:23 | 33:22 | 05:34 | 04:07 |
 | Magic Stick | 18 | 90.00% | 83.3 | 33.33% | +33.33% | +26.67% | -8.33% | -4.64% | 02:53 | -01:29 | -01:29 | 00:41 | 09:02 | 10:35 | 10:31 | 07:47 |
 | Fluffy Hat | 19 | 95.00% | 80.0 | 31.58% | +31.58% | -11.58% | +8.42% | 2.81% | 15:13 | 03:58 | 10:35 | 15:33 | 17:42 | 28:29 | 07:07 | 05:16 |
 | Boots of Speed | 20 | 100.00% | 76.7 | 30.00% | +30.00% | +30.00% | -10.00% | -8.73% | 06:54 | 01:41 | 04:09 | 06:34 | 08:44 | 14:23 | 04:35 | 03:23 |
 | Glimmer Cape | 3 | 15.00% | 73.3 | 66.67% | +43.14% | +33.33% | 0.00% | -1.53% | 27:54 | 18:02 | 18:02 | 25:47 | 39:53 | 39:53 | 21:51 | 16:11 |
 | Wind Lace | 8 | 40.00% | 70.0 | 37.50% | +12.50% | -37.50% | +12.50% | 9.06% | 05:51 | -01:29 | 01:54 | 07:01 | 07:25 | 10:01 | 05:31 | 04:05 |
 | Crown | 1 | 5.00% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 5.00% | 63.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.00% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:27 | 54:27 | 54:27 | 54:27 | 54:27 | 54:27 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.00% | 56.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:52 | 12:52 | 12:52 | 12:52 | 12:52 | 12:52 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.00% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Magic Wand | 13 | 65.00% | 46.7 | 23.08% | -19.78% | -23.08% | +43.59% | 22.86% | 08:25 | 04:31 | 06:52 | 09:02 | 09:47 | 10:55 | 02:55 | 02:09 |
 | Arcane Boots | 6 | 30.00% | 43.3 | 33.33% | +4.76% | +16.67% | +66.67% | 21.43% | 13:53 | 10:02 | 11:24 | 12:39 | 13:44 | 22:22 | 02:20 | 01:43 |
 | Ghost Scepter | 2 | 10.00% | 40.0 | 50.00% | +22.22% | -50.00% | 0.00% | 0.00% | 26:26 | 24:05 | 24:05 | 28:46 | 28:46 | 28:46 | 04:41 | 03:28 |
 | Drum of Endurance | 2 | 10.00% | 36.7 | 50.00% | +22.22% | -50.00% | 0.00% | 0.00% | 27:50 | 24:36 | 24:36 | 31:03 | 31:03 | 31:03 | 06:27 | 04:46 |
 | Blink Dagger | 1 | 5.00% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 10.00% | 30.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 14:12 | 12:56 | 12:56 | 15:28 | 15:28 | 15:28 | 02:32 | 01:52 |
 | Aghanim's Scepter | 1 | 5.00% | 26.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Chainmail | 1 | 5.00% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Buckler | 1 | 5.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:10 | 02:10 | 02:10 | 02:10 | 02:10 | 02:10 | 00:00 | 00:00 |
 | Null Talisman | 1 | 5.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 05:03 | 00:00 | 00:00 |
 | Bracer | 2 | 10.00% | 13.3 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 14:46 | 10:18 | 10:18 | 19:14 | 19:14 | 19:14 | 08:56 | 06:37 |
 | Bottle | 1 | 5.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |