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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 | 15 | 83.33% | 100.0 | 73.33% | +73.33% | -23.33% | +1.67% | 7.08% | 24:05 | 17:38 | 20:20 | 23:22 | 23:52 | 36:31 | 03:32 | 02:37 |
 | Void Stone | 14 | 77.78% | 96.4 | 71.43% | +46.43% | -21.43% | +28.57% | 3.15% | 20:50 | 10:03 | 14:07 | 18:11 | 30:00 | 33:50 | 15:53 | 11:45 |
 | Phase Boots | 13 | 72.22% | 92.9 | 69.23% | +29.23% | -35.90% | +30.77% | 28.37% | 08:58 | 07:25 | 07:44 | 08:29 | 10:05 | 11:35 | 02:21 | 01:44 |
 | Chainmail | 15 | 83.33% | 89.3 | 66.67% | +33.34% | -16.67% | +8.33% | 13.04% | 08:34 | 06:33 | 07:22 | 08:29 | 09:17 | 11:51 | 01:55 | 01:25 |
 | Aghanim's Shard | 8 | 44.44% | 85.7 | 75.00% | +25.00% | +25.00% | -25.00% | 0.00% | 28:09 | 24:16 | 24:29 | 25:45 | 30:23 | 36:12 | 05:54 | 04:22 |
 | Boots of Speed | 18 | 100.00% | 82.1 | 61.11% | +61.11% | -21.11% | -11.11% | 4.41% | 04:59 | 01:33 | 03:45 | 04:44 | 06:01 | 08:15 | 02:16 | 01:40 |
 | Quelling Blade | 18 | 100.00% | 78.6 | 61.11% | +61.11% | -1.11% | -11.11% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Wand | 18 | 100.00% | 75.0 | 61.11% | +61.11% | -1.11% | +13.89% | 5.88% | 04:21 | 00:43 | 02:53 | 03:48 | 05:26 | 10:16 | 02:33 | 01:53 |
 | Magic Stick | 18 | 100.00% | 71.4 | 61.11% | +61.11% | +18.89% | -36.11% | -55.00% | 02:37 | -01:29 | 02:08 | 02:17 | 02:30 | 10:15 | 00:22 | 00:16 |
 | Bottle | 18 | 100.00% | 67.9 | 61.11% | +61.11% | -1.11% | -36.11% | -35.00% | 01:49 | 01:10 | 01:22 | 01:34 | 01:43 | 04:45 | 00:21 | 00:15 |
 | Aether Lens | 3 | 16.67% | 64.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 33:30 | 28:36 | 28:36 | 34:21 | 37:33 | 37:33 | 08:57 | 06:37 |
 | Eul's Scepter of Divinity | 10 | 55.56% | 60.7 | 70.00% | +20.00% | -3.33% | +30.00% | 0.00% | 18:50 | 13:23 | 14:12 | 16:06 | 18:28 | 32:17 | 04:16 | 03:09 |
 | Wind Lace | 10 | 55.56% | 57.1 | 70.00% | +20.00% | -36.67% | +30.00% | 0.00% | 14:42 | 07:55 | 09:05 | 10:42 | 17:28 | 29:41 | 08:23 | 06:12 |
 | Kaya | 15 | 83.33% | 53.6 | 60.00% | -6.67% | +15.00% | +15.00% | 0.00% | 23:27 | 10:54 | 15:15 | 22:04 | 29:16 | 36:58 | 14:01 | 10:22 |
 | Null Talisman | 11 | 61.11% | 50.0 | 63.64% | +6.50% | +3.03% | -30.31% | -12.35% | 05:08 | 02:50 | 03:35 | 05:17 | 06:17 | 06:39 | 02:42 | 02:00 |
 | Sange | 12 | 66.67% | 46.4 | 58.33% | -8.34% | +8.34% | +8.34% | 0.00% | 27:32 | 17:02 | 22:07 | 24:27 | 30:51 | 41:22 | 08:44 | 06:28 |
 | Kaya and Sange | 12 | 66.67% | 42.9 | 58.33% | -8.34% | +8.34% | +8.34% | 0.00% | 27:51 | 17:02 | 22:29 | 24:29 | 31:18 | 41:22 | 08:49 | 06:31 |
 | Aeon Disk | 4 | 22.22% | 39.3 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 36:00 | 28:52 | 28:52 | 32:12 | 40:38 | 42:17 | 11:46 | 08:42 |
 | Witch Blade | 5 | 27.78% | 35.7 | 60.00% | -1.54% | -60.00% | -60.00% | 0.00% | 13:55 | 12:38 | 12:38 | 14:14 | 14:39 | 15:27 | 02:01 | 01:29 |
 | Fluffy Hat | 1 | 5.56% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 5.56% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:16 | 48:16 | 48:16 | 48:16 | 48:16 | 48:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 5.56% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Black King Bar | 1 | 5.56% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 27:38 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.56% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 11.11% | 10.7 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 28:28 | 26:25 | 26:25 | 30:31 | 30:31 | 30:31 | 04:06 | 03:02 |
 | Power Treads | 2 | 11.11% | 7.1 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 08:37 | 08:10 | 08:10 | 09:03 | 09:03 | 09:03 | 00:53 | 00:39 |
 | Ring of Health | 2 | 11.11% | 3.6 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 24:47 | 19:16 | 19:16 | 30:18 | 30:18 | 30:18 | 11:02 | 08:10 |