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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 | |
 | Black King Bar | 11 | 73.33% | 100.0 | 45.45% | +45.45% | +21.22% | -12.12% | -9.57% | 25:12 | 19:21 | 23:32 | 24:42 | 27:01 | 29:06 | 03:29 | 02:34 |
 | Magic Stick | 13 | 86.67% | 96.3 | 38.46% | +38.46% | -5.13% | -5.13% | 0.00% | 05:27 | -01:29 | -01:29 | 02:45 | 10:52 | 17:56 | 12:21 | 09:08 |
 | Magic Wand | 13 | 86.67% | 92.6 | 38.46% | +38.46% | +28.21% | -5.13% | -6.47% | 07:37 | -01:29 | 03:39 | 06:10 | 08:48 | 17:56 | 05:09 | 03:48 |
 | Phase Boots | 14 | 93.33% | 88.9 | 35.71% | +35.71% | +14.29% | -35.71% | -41.10% | 07:42 | 05:23 | 07:16 | 07:33 | 08:29 | 10:12 | 01:13 | 00:54 |
 | Chainmail | 14 | 93.33% | 85.2 | 35.71% | +35.71% | -10.71% | -2.38% | 4.31% | 05:56 | 02:29 | 05:33 | 05:55 | 07:29 | 07:47 | 01:56 | 01:25 |
 | Void Stone | 6 | 40.00% | 81.5 | 50.00% | +27.78% | 0.00% | +50.00% | 8.55% | 29:55 | 23:50 | 27:08 | 29:22 | 32:59 | 35:39 | 05:51 | 04:20 |
 | Blink Dagger | 15 | 100.00% | 77.8 | 33.33% | +33.33% | +41.67% | -33.33% | -23.56% | 14:01 | 10:55 | 12:13 | 14:02 | 15:24 | 17:17 | 03:11 | 02:21 |
 | Boots of Speed | 15 | 100.00% | 74.1 | 33.33% | +33.33% | -33.33% | +16.67% | 35.29% | 03:46 | 02:00 | 03:05 | 03:52 | 04:30 | 05:03 | 01:25 | 01:02 |
 | Aghanim's Shard | 11 | 73.33% | 70.4 | 36.36% | +11.36% | +30.31% | -36.36% | -5.56% | 24:43 | 15:57 | 17:18 | 24:55 | 29:17 | 38:02 | 11:59 | 08:52 |
 | Quelling Blade | 13 | 86.67% | 66.7 | 30.77% | -19.23% | -30.77% | +35.90% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Refresher Orb | 4 | 26.67% | 63.0 | 50.00% | +22.73% | -50.00% | +50.00% | 0.00% | 35:42 | 33:13 | 33:13 | 34:06 | 37:01 | 38:29 | 03:48 | 02:48 |
 | Ring of Health | 4 | 26.67% | 59.3 | 50.00% | +22.73% | +50.00% | +50.00% | 0.00% | 31:16 | 27:08 | 27:08 | 29:21 | 32:58 | 35:38 | 05:50 | 04:19 |
 | Bracer | 9 | 60.00% | 55.6 | 33.33% | 0.00% | +16.67% | +16.67% | 0.00% | 02:35 | 01:32 | 02:05 | 02:23 | 03:08 | 03:39 | 01:03 | 00:46 |
 | Ring of Protection | 10 | 66.67% | 51.9 | 30.00% | -10.00% | +36.67% | -30.00% | -14.71% | 06:59 | 02:29 | 05:01 | 06:50 | 09:33 | 09:59 | 04:32 | 03:21 |
 | Soul Ring | 10 | 66.67% | 48.1 | 30.00% | -10.00% | +36.67% | +20.00% | -3.65% | 08:14 | 02:47 | 06:09 | 07:44 | 10:43 | 11:46 | 04:34 | 03:22 |
 | Boots of Travel | 1 | 6.67% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 35:46 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 6.67% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 00:00 | 00:00 |
 | Aether Lens | 1 | 6.67% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 13.33% | 33.3 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 09:08 | 07:32 | 07:32 | 10:44 | 10:44 | 10:44 | 03:12 | 02:22 |
 | Fluffy Hat | 2 | 13.33% | 29.6 | 50.00% | +19.23% | +50.00% | 0.00% | 0.00% | 07:30 | 06:26 | 06:26 | 08:33 | 08:33 | 08:33 | 02:07 | 01:34 |
 | Wraith Band | 2 | 13.33% | 25.9 | 50.00% | +19.23% | -50.00% | 0.00% | 0.00% | 01:30 | 01:23 | 01:23 | 01:36 | 01:36 | 01:36 | 00:13 | 00:09 |
 | Blade Mail | 1 | 6.67% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Blight Stone | 1 | 6.67% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |
 | Wind Lace | 1 | 6.67% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 19:09 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 6.67% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Bottle | 1 | 6.67% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:26 | 01:26 | 01:26 | 01:26 | 01:26 | 01:26 | 00:00 | 00:00 |
 | Desolator | 1 | 6.67% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |