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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 | |
 | Bracer | 5 | 33.33% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 01:34 | 00:52 | 00:52 | 01:01 | 02:14 | 02:52 | 01:22 | 01:00 |
 | Buckler | 9 | 60.00% | 97.6 | 77.78% | +44.45% | +22.22% | +22.22% | 0.00% | 22:33 | 11:12 | 11:14 | 13:31 | 26:26 | 49:36 | 15:12 | 11:15 |
 | Ring of Protection | 9 | 60.00% | 95.2 | 77.78% | +44.45% | +22.22% | +22.22% | 0.00% | 22:25 | 11:11 | 11:13 | 13:31 | 26:26 | 49:36 | 15:13 | 11:16 |
 | Wind Lace | 6 | 40.00% | 92.9 | 83.33% | +38.89% | -33.33% | +16.67% | 3.89% | 20:05 | 06:53 | 11:40 | 15:25 | 24:31 | 41:01 | 12:51 | 09:31 |
 | Aghanim's Shard | 8 | 53.33% | 90.5 | 75.00% | +32.14% | -25.00% | +25.00% | 19.35% | 19:20 | 16:38 | 17:04 | 17:37 | 19:39 | 23:44 | 02:35 | 01:54 |
 | Magic Stick | 14 | 93.33% | 88.1 | 64.29% | +64.29% | +10.71% | +2.38% | -8.33% | 01:17 | -01:29 | -01:29 | -01:28 | 02:05 | 11:33 | 03:34 | 02:38 |
 | Boots of Speed | 15 | 100.00% | 85.7 | 60.00% | +60.00% | -10.00% | -35.00% | -18.29% | 04:34 | -01:29 | 04:02 | 04:28 | 05:24 | 12:31 | 01:22 | 01:00 |
 | Arcane Boots | 13 | 86.67% | 83.3 | 61.54% | +11.54% | +38.46% | -28.21% | -13.94% | 10:12 | 06:17 | 06:55 | 09:13 | 11:42 | 18:55 | 04:47 | 03:32 |
 | Force Staff | 5 | 33.33% | 81.0 | 80.00% | +30.00% | -80.00% | +20.00% | 19.29% | 24:45 | 16:32 | 16:32 | 19:08 | 21:43 | 47:30 | 05:11 | 03:50 |
 | Magic Wand | 11 | 73.33% | 78.6 | 63.64% | +13.64% | +36.36% | -30.31% | -10.64% | 10:06 | 02:07 | 05:22 | 08:53 | 11:38 | 25:35 | 06:16 | 04:38 |
 | Guardian Greaves | 7 | 46.67% | 76.2 | 71.43% | +21.43% | +28.57% | -71.43% | -52.17% | 18:28 | 14:07 | 14:07 | 15:35 | 16:02 | 29:42 | 01:55 | 01:25 |
 | Chainmail | 10 | 66.67% | 73.8 | 60.00% | 0.00% | +6.67% | -10.00% | -2.36% | 14:32 | 07:00 | 09:08 | 09:50 | 16:11 | 37:47 | 07:03 | 05:13 |
 | Headdress | 8 | 53.33% | 71.4 | 62.50% | +5.36% | +37.50% | -62.50% | -21.13% | 11:21 | 02:15 | 07:32 | 08:20 | 12:16 | 24:05 | 04:44 | 03:30 |
 | Mekansm | 8 | 53.33% | 69.0 | 62.50% | +5.36% | +37.50% | -62.50% | -22.47% | 14:13 | 10:18 | 10:23 | 11:08 | 14:50 | 24:43 | 04:27 | 03:17 |
 | Fluffy Hat | 6 | 40.00% | 66.7 | 66.67% | +11.11% | +33.33% | +33.33% | 0.00% | 20:17 | 11:59 | 13:32 | 14:48 | 18:02 | 47:30 | 04:30 | 03:20 |
 | Ghost Scepter | 6 | 40.00% | 64.3 | 66.67% | +11.11% | +33.33% | -66.67% | -7.70% | 27:23 | 21:11 | 21:31 | 23:56 | 34:30 | 34:53 | 12:59 | 09:37 |
 | Crystalys | 2 | 13.33% | 61.9 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 29:56 | 26:42 | 26:42 | 33:10 | 33:10 | 33:10 | 06:28 | 04:47 |
 | Aeon Disk | 2 | 13.33% | 59.5 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 35:53 | 34:55 | 34:55 | 36:50 | 36:50 | 36:50 | 01:55 | 01:25 |
 | Sange | 2 | 13.33% | 57.1 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 26:23 | 22:01 | 22:01 | 30:45 | 30:45 | 30:45 | 08:44 | 06:28 |
 | Heaven's Halberd | 2 | 13.33% | 54.8 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 27:38 | 24:00 | 24:00 | 31:16 | 31:16 | 31:16 | 07:16 | 05:22 |
 | Daedalus | 2 | 13.33% | 52.4 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 38:01 | 29:54 | 29:54 | 46:07 | 46:07 | 46:07 | 16:13 | 12:00 |
 | Blink Dagger | 2 | 13.33% | 50.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 27:26 | 19:33 | 19:33 | 35:19 | 35:19 | 35:19 | 15:46 | 11:40 |
 | Vladmir's Offering | 2 | 13.33% | 47.6 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 49:36 | 49:35 | 49:35 | 49:37 | 49:37 | 49:37 | 00:02 | 00:01 |
 | Morbid Mask | 2 | 13.33% | 45.2 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 49:36 | 49:35 | 49:35 | 49:37 | 49:37 | 49:37 | 00:02 | 00:01 |
 | Ring of Basilius | 2 | 13.33% | 45.2 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 49:36 | 49:35 | 49:35 | 49:37 | 49:37 | 49:37 | 00:02 | 00:01 |
 | Void Stone | 3 | 20.00% | 40.5 | 66.67% | +8.34% | +33.33% | 0.00% | -1.77% | 35:41 | 24:09 | 24:09 | 39:56 | 42:57 | 42:57 | 18:48 | 13:55 |
 | Aghanim's Scepter | 4 | 26.67% | 38.1 | 50.00% | -13.64% | -50.00% | +50.00% | 40.82% | 29:08 | 26:59 | 26:59 | 28:18 | 29:26 | 31:49 | 02:27 | 01:48 |
 | Crown | 1 | 6.67% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 00:00 | 00:00 |
 | Solar Crest | 1 | 6.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 41:04 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 6.67% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:10 | 50:10 | 50:10 | 50:10 | 50:10 | 50:10 | 00:00 | 00:00 |
 | Black King Bar | 1 | 6.67% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 29:55 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 6.67% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 6.67% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 16:13 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 6.67% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 29:08 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 6.67% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 6.67% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 6.67% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 13.33% | 11.9 | 50.00% | -11.54% | -50.00% | 0.00% | 0.00% | 23:48 | 09:48 | 09:48 | 37:47 | 37:47 | 37:47 | 27:59 | 20:43 |
 | Glimmer Cape | 2 | 13.33% | 9.5 | 50.00% | -11.54% | +50.00% | 0.00% | 0.00% | 27:47 | 25:33 | 25:33 | 30:01 | 30:01 | 30:01 | 04:28 | 03:18 |
 | Blight Stone | 3 | 20.00% | 7.1 | 33.33% | -33.34% | -33.33% | 0.00% | 0.92% | 12:10 | -01:29 | -01:29 | 00:13 | 37:47 | 37:47 | 39:16 | 29:05 |
 | Lotus Orb | 1 | 6.67% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 00:00 | 00:00 |
 | Ring of Health | 1 | 6.67% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 00:00 | 00:00 |