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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 | |
 | Magic Stick | 19 | 95.00% | 100.0 | 78.95% | +78.95% | +21.05% | -38.95% | -18.37% | 03:02 | -01:30 | 01:04 | 03:05 | 04:20 | 09:24 | 03:16 | 02:25 |
 | Boots of Speed | 20 | 100.00% | 96.4 | 75.00% | +75.00% | +5.00% | -15.00% | -4.12% | 03:29 | -01:29 | -01:29 | 04:30 | 06:20 | 12:14 | 07:49 | 05:47 |
 | Blink Dagger | 19 | 95.00% | 92.9 | 73.68% | -26.32% | +26.32% | -33.68% | -6.23% | 24:27 | 14:58 | 17:51 | 24:04 | 27:29 | 46:50 | 09:38 | 07:08 |
 | Wind Lace | 16 | 80.00% | 89.3 | 75.00% | 0.00% | +25.00% | 0.00% | -3.69% | 09:38 | -01:29 | 05:10 | 09:05 | 11:56 | 24:20 | 06:46 | 05:00 |
 | Magic Wand | 16 | 80.00% | 85.7 | 75.00% | 0.00% | -25.00% | +25.00% | 9.29% | 09:43 | 02:10 | 06:28 | 08:42 | 11:51 | 18:58 | 05:23 | 03:59 |
 | Phase Boots | 6 | 30.00% | 82.1 | 83.33% | +11.90% | +16.67% | +16.67% | 0.00% | 10:58 | 07:00 | 09:50 | 10:05 | 12:16 | 15:39 | 02:26 | 01:48 |
 | Chainmail | 6 | 30.00% | 78.6 | 83.33% | +11.90% | +16.67% | +16.67% | 0.00% | 09:49 | 05:12 | 07:41 | 09:29 | 12:16 | 13:48 | 04:35 | 03:23 |
 | Tranquil Boots | 10 | 50.00% | 75.0 | 70.00% | -10.00% | +30.00% | -20.00% | -7.04% | 12:58 | 07:29 | 08:57 | 12:28 | 16:03 | 20:06 | 07:06 | 05:15 |
 | Void Stone | 3 | 15.00% | 71.4 | 100.00% | +29.41% | 0.00% | 0.00% | 0.00% | 22:42 | 21:36 | 21:36 | 22:51 | 23:39 | 23:39 | 02:03 | 01:31 |
 | Eul's Scepter of Divinity | 3 | 15.00% | 67.9 | 100.00% | +29.41% | 0.00% | 0.00% | 0.00% | 27:55 | 24:58 | 24:58 | 26:08 | 32:38 | 32:38 | 07:40 | 05:40 |
 | Black King Bar | 5 | 25.00% | 64.3 | 80.00% | +6.67% | +20.00% | +20.00% | 0.00% | 39:43 | 23:02 | 23:02 | 37:04 | 48:21 | 54:11 | 25:19 | 18:45 |
 | Drum of Endurance | 9 | 45.00% | 60.7 | 66.67% | -15.15% | +33.33% | -16.67% | -7.87% | 21:42 | 16:57 | 17:22 | 19:08 | 23:43 | 32:30 | 06:21 | 04:42 |
 | Fluffy Hat | 6 | 30.00% | 57.1 | 66.67% | -11.90% | -16.67% | +33.33% | 2.18% | 22:55 | 08:58 | 10:47 | 20:04 | 33:42 | 37:20 | 22:55 | 16:58 |
 | Aghanim's Scepter | 2 | 10.00% | 53.6 | 100.00% | +27.78% | 0.00% | 0.00% | 0.00% | 32:47 | 31:23 | 31:23 | 34:10 | 34:10 | 34:10 | 02:47 | 02:03 |
 | Orb of Venom | 5 | 25.00% | 50.0 | 60.00% | -20.00% | +40.00% | +40.00% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | -00:57 | 00:00 | 00:00 |
 | Force Staff | 5 | 25.00% | 46.4 | 60.00% | -20.00% | -60.00% | +40.00% | 8.56% | 30:15 | 22:01 | 22:01 | 29:21 | 33:42 | 38:10 | 11:41 | 08:39 |
 | Boots of Bearing | 5 | 25.00% | 42.9 | 60.00% | -20.00% | -60.00% | -60.00% | 0.00% | 34:31 | 32:52 | 32:52 | 33:27 | 34:21 | 38:31 | 01:29 | 01:05 |
 | Blight Stone | 3 | 15.00% | 39.3 | 66.67% | -9.80% | +33.33% | 0.00% | 0.00% | 20:57 | 11:32 | 11:32 | 12:39 | 38:41 | 38:41 | 27:09 | 20:06 |
 | Wraith Band | 1 | 5.00% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 24:58 | 00:00 | 00:00 |
 | Bottle | 1 | 5.00% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:13 | 01:13 | 01:13 | 01:13 | 01:13 | 01:13 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 5.00% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 29:45 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 00:00 | 00:00 |
 | Aether Lens | 1 | 5.00% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 38:05 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 5.00% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:09 | 10:09 | 10:09 | 10:09 | 10:09 | 10:09 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 10.00% | 14.3 | 50.00% | -27.78% | +50.00% | 0.00% | 0.00% | 19:40 | -01:29 | -01:29 | 40:49 | 40:49 | 40:49 | 42:18 | 31:20 |
 | Urn of Shadows | 1 | 5.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |