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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 | |
 | Aghanim's Scepter | 6 | 12.77% | 100.0 | 83.33% | +41.87% | -33.33% | +16.67% | 2.91% | 38:45 | 27:02 | 28:44 | 37:24 | 45:55 | 50:38 | 17:11 | 12:43 |
 | Void Stone | 19 | 40.43% | 96.4 | 57.89% | +18.60% | -17.89% | +2.11% | 1.38% | 20:01 | 09:02 | 12:50 | 17:38 | 27:21 | 51:04 | 14:31 | 10:45 |
 | Boots of Speed | 47 | 100.00% | 92.9 | 46.81% | +46.81% | +3.19% | +3.19% | 0.00% | 03:30 | -01:29 | -01:29 | 04:05 | 07:19 | 12:02 | 08:48 | 06:31 |
 | Blink Dagger | 20 | 42.55% | 89.3 | 55.00% | +14.26% | +25.00% | -15.00% | -5.14% | 25:27 | 17:06 | 21:41 | 24:12 | 29:28 | 33:55 | 07:47 | 05:45 |
 | Force Staff | 11 | 23.40% | 85.7 | 63.64% | +21.97% | +36.36% | -30.31% | -5.88% | 27:16 | 15:48 | 20:15 | 24:48 | 31:35 | 45:35 | 11:20 | 08:23 |
 | Fluffy Hat | 30 | 63.83% | 82.1 | 50.00% | +8.82% | -12.50% | -7.14% | 0.79% | 11:54 | -01:29 | 08:18 | 11:12 | 15:06 | 36:32 | 06:48 | 05:02 |
 | Arcane Boots | 9 | 19.15% | 78.6 | 66.67% | +24.56% | +33.33% | -16.67% | -9.71% | 14:13 | 07:50 | 09:25 | 11:00 | 14:34 | 36:24 | 05:09 | 03:48 |
 | Magic Stick | 44 | 93.62% | 75.0 | 45.45% | -21.22% | 0.00% | -36.36% | -6.47% | 04:04 | -01:29 | -01:29 | 03:06 | 07:06 | 13:11 | 08:35 | 06:21 |
 | Aeon Disk | 7 | 14.89% | 71.4 | 71.43% | +28.93% | -71.43% | +28.57% | 24.59% | 32:59 | 22:50 | 30:13 | 33:30 | 34:17 | 41:47 | 04:04 | 03:00 |
 | Wind Lace | 44 | 93.62% | 67.9 | 43.18% | -56.82% | +11.37% | -6.82% | -2.49% | 04:53 | -01:29 | 00:41 | 04:33 | 08:00 | 16:13 | 07:19 | 05:25 |
 | Eul's Scepter of Divinity | 16 | 34.04% | 64.3 | 50.00% | +4.84% | 0.00% | -25.00% | -3.18% | 25:24 | 18:48 | 21:09 | 25:20 | 29:00 | 34:13 | 07:51 | 05:48 |
 | Tranquil Boots | 34 | 72.34% | 60.7 | 41.18% | -20.36% | +14.38% | -16.18% | -6.62% | 08:18 | 03:24 | 05:37 | 08:12 | 10:14 | 13:56 | 04:37 | 03:25 |
 | Magic Wand | 27 | 57.45% | 57.1 | 40.74% | -14.26% | +16.40% | -12.17% | -7.29% | 13:53 | 01:26 | 10:03 | 12:12 | 13:58 | 31:20 | 03:55 | 02:54 |
 | Ghost Scepter | 4 | 8.51% | 53.6 | 75.00% | +30.81% | +25.00% | +25.00% | 0.00% | 42:20 | 29:07 | 29:07 | 38:01 | 49:01 | 53:10 | 19:54 | 14:44 |
 | Lotus Orb | 2 | 4.26% | 50.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 37:26 | 23:48 | 23:48 | 51:04 | 51:04 | 51:04 | 27:16 | 20:11 |
 | Ring of Health | 3 | 6.38% | 46.4 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 22:09 | 03:35 | 03:35 | 11:47 | 51:04 | 51:04 | 47:29 | 35:10 |
 | Crown | 3 | 6.38% | 42.9 | 33.33% | -14.40% | -33.33% | 0.00% | 0.00% | 17:35 | -01:29 | -01:29 | 23:38 | 30:35 | 30:35 | 32:04 | 23:45 |
 | Quelling Blade | 3 | 6.38% | 39.3 | 33.33% | -14.40% | -33.33% | 0.00% | 0.00% | 02:51 | -01:29 | -01:29 | -01:29 | 11:32 | 11:32 | 13:01 | 09:38 |
 | Blight Stone | 1 | 2.13% | 35.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.13% | 32.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Ring of Protection | 4 | 8.51% | 28.6 | 0.00% | -51.16% | 0.00% | 0.00% | 0.00% | 09:26 | 02:51 | 02:51 | 08:25 | 11:40 | 14:46 | 08:49 | 06:31 |
 | Solar Crest | 1 | 2.13% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 2.13% | 21.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.13% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 00:00 | 00:00 |
 | Chainmail | 2 | 4.26% | 14.3 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 30:35 | 29:48 | 29:48 | 31:21 | 31:21 | 31:21 | 01:33 | 01:08 |
 | Urn of Shadows | 3 | 6.38% | 10.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 14:14 | 08:53 | 08:53 | 15:52 | 17:58 | 17:58 | 09:05 | 06:43 |
 | Phase Boots | 1 | 2.13% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.13% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 18:39 | 00:00 | 00:00 |