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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 | 4 | 28.57% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:33 | 25:22 | 25:22 | 27:03 | 31:48 | 33:58 | 06:26 | 04:45 |
 | Blight Stone | 6 | 42.86% | 97.5 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 13:56 | 03:09 | 08:38 | 10:32 | 22:32 | 26:16 | 13:54 | 10:17 |
 | Magic Stick | 13 | 92.86% | 95.0 | 69.23% | +69.23% | +30.77% | -2.56% | -14.70% | 03:23 | -01:29 | 02:06 | 03:07 | 04:22 | 11:45 | 02:16 | 01:40 |
 | Blink Dagger | 13 | 92.86% | 92.5 | 69.23% | +69.23% | -2.56% | -69.23% | -8.30% | 21:23 | 14:59 | 16:47 | 20:34 | 24:49 | 31:56 | 08:02 | 05:57 |
 | Buckler | 3 | 21.43% | 90.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 34:28 | 27:29 | 27:29 | 33:12 | 42:43 | 42:43 | 15:14 | 11:17 |
 | Ring of Protection | 3 | 21.43% | 90.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 34:28 | 27:29 | 27:29 | 33:12 | 42:43 | 42:43 | 15:14 | 11:17 |
 | Tranquil Boots | 3 | 21.43% | 85.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 09:15 | 05:04 | 05:04 | 05:15 | 17:27 | 17:27 | 12:23 | 09:10 |
 | Boots of Speed | 14 | 100.00% | 82.5 | 64.29% | +64.29% | +10.71% | +2.38% | -2.10% | 02:44 | -01:29 | -01:29 | 03:27 | 05:27 | 09:14 | 06:56 | 05:08 |
 | Magic Wand | 12 | 85.71% | 80.0 | 66.67% | +16.67% | 0.00% | 0.00% | 0.00% | 08:34 | 03:01 | 06:17 | 07:36 | 08:42 | 18:26 | 02:25 | 01:47 |
 | Desolator | 5 | 35.71% | 77.5 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 22:36 | 18:09 | 18:09 | 20:07 | 24:17 | 31:45 | 06:08 | 04:32 |
 | Chainmail | 9 | 64.29% | 75.0 | 66.67% | +6.67% | +33.33% | -16.67% | -9.71% | 09:47 | 05:05 | 06:38 | 07:15 | 11:47 | 20:37 | 05:09 | 03:48 |
 | Wind Lace | 7 | 50.00% | 72.5 | 71.43% | +14.29% | -21.43% | +28.57% | 5.42% | 08:16 | -01:29 | -01:29 | 04:29 | 10:43 | 25:07 | 12:12 | 09:02 |
 | Fluffy Hat | 8 | 57.14% | 70.0 | 62.50% | -4.17% | +37.50% | -12.50% | -11.45% | 15:20 | 09:06 | 09:32 | 10:25 | 13:54 | 37:44 | 04:22 | 03:14 |
 | Phase Boots | 8 | 57.14% | 67.5 | 62.50% | -4.17% | +37.50% | -12.50% | -29.13% | 09:53 | 06:30 | 07:07 | 08:24 | 08:50 | 16:11 | 01:43 | 01:16 |
 | Falcon Blade | 6 | 42.86% | 65.0 | 66.67% | +4.17% | +33.33% | -66.67% | -100.00% | 11:28 | 10:15 | 10:50 | 11:08 | 11:28 | 13:54 | 00:38 | 00:28 |
 | Aether Lens | 2 | 14.29% | 62.5 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 51:45 | 50:43 | 50:43 | 52:46 | 52:46 | 52:46 | 02:03 | 01:31 |
 | Shadow Blade | 2 | 14.29% | 60.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 36:22 | 33:15 | 33:15 | 39:29 | 39:29 | 39:29 | 06:14 | 04:37 |
 | Quelling Blade | 7 | 50.00% | 57.5 | 57.14% | -14.29% | +42.86% | -57.14% | 0.00% | 03:49 | -01:29 | -01:29 | -01:29 | -01:29 | 35:36 | 00:00 | 00:00 |
 | Bottle | 5 | 35.71% | 55.0 | 60.00% | -6.67% | +40.00% | -60.00% | -100.00% | 01:35 | 01:29 | 01:29 | 01:30 | 01:41 | 01:47 | 00:12 | 00:08 |
 | Aghanim's Scepter | 4 | 28.57% | 52.5 | 50.00% | -20.00% | +50.00% | -50.00% | -6.86% | 39:28 | 28:50 | 28:50 | 40:05 | 43:24 | 45:34 | 14:34 | 10:47 |
 | Void Stone | 4 | 28.57% | 50.0 | 50.00% | -20.00% | -50.00% | +50.00% | 5.64% | 46:27 | 32:52 | 32:52 | 49:45 | 50:36 | 52:33 | 17:44 | 13:08 |
 | Force Staff | 1 | 7.14% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.14% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 7.14% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Crown | 1 | 7.14% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 25:07 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 7.14% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 00:00 | 00:00 |
 | Bracer | 1 | 7.14% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:43 | 01:43 | 01:43 | 01:43 | 01:43 | 01:43 | 00:00 | 00:00 |
 | Solar Crest | 1 | 7.14% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 7.14% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 26:45 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 7.14% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 7.14% | 25.0 | 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 |
 | Headdress | 1 | 7.14% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 26:31 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 7.14% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 7.14% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 43:37 | 00:00 | 00:00 |
 | Ring of Health | 2 | 14.29% | 15.0 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 26:26 | 20:08 | 20:08 | 32:43 | 32:43 | 32:43 | 12:35 | 09:19 |
 | Lotus Orb | 1 | 7.14% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 7.14% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 00:00 | 00:00 |
 | Wraith Band | 1 | 7.14% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 7.14% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 20:39 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 7.14% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:10 | 57:10 | 57:10 | 57:10 | 57:10 | 57:10 | 00:00 | 00:00 |