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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 | 65.22% | 100.0 | 66.67% | +41.67% | -16.67% | -16.67% | 0.00% | 22:27 | 16:14 | 19:03 | 21:09 | 25:04 | 31:06 | 06:01 | 04:27 |
 | Chainmail | 12 | 52.17% | 96.4 | 66.67% | +30.31% | 0.00% | 0.00% | 0.00% | 10:05 | 06:20 | 07:08 | 07:56 | 11:30 | 22:08 | 04:22 | 03:14 |
 | Ring of Health | 3 | 13.04% | 92.9 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 32:15 | 25:23 | 25:23 | 34:41 | 36:42 | 36:42 | 11:19 | 08:22 |
 | Linken's Sphere | 3 | 13.04% | 89.3 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 32:22 | 25:23 | 25:23 | 34:46 | 36:58 | 36:58 | 11:35 | 08:34 |
 | Kaya | 19 | 82.61% | 85.7 | 57.89% | +32.89% | +2.11% | +2.11% | 0.00% | 17:48 | 10:27 | 12:03 | 16:49 | 22:29 | 27:19 | 10:26 | 07:43 |
 | Null Talisman | 17 | 73.91% | 82.1 | 58.82% | +25.49% | -8.82% | -8.82% | 0.00% | 04:29 | 02:39 | 03:04 | 04:14 | 04:29 | 08:36 | 01:25 | 01:02 |
 | Magic Wand | 22 | 95.65% | 78.6 | 54.55% | +54.55% | -4.55% | +5.45% | 2.74% | 06:21 | 02:46 | 04:37 | 05:35 | 08:16 | 12:55 | 03:39 | 02:42 |
 | Bottle | 22 | 95.65% | 75.0 | 54.55% | +54.55% | +28.78% | -34.55% | -63.33% | 01:30 | 01:10 | 01:22 | 01:29 | 01:36 | 01:53 | 00:14 | 00:10 |
 | Magic Stick | 22 | 95.65% | 71.4 | 54.55% | +54.55% | -4.55% | +25.45% | 12.16% | 04:05 | 01:50 | 02:16 | 02:24 | 04:44 | 12:54 | 02:28 | 01:49 |
 | Quelling Blade | 22 | 95.65% | 67.9 | 54.55% | +54.55% | -4.55% | +5.45% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 23 | 100.00% | 64.3 | 52.17% | +52.17% | -2.17% | -18.84% | -8.41% | 05:18 | 03:00 | 04:10 | 05:07 | 06:09 | 11:03 | 01:59 | 01:28 |
 | Aghanim's Shard | 17 | 73.91% | 60.7 | 52.94% | +2.94% | -2.94% | -2.94% | 0.00% | 25:57 | 18:15 | 20:01 | 23:31 | 27:53 | 42:17 | 07:52 | 05:49 |
 | Sange | 10 | 43.48% | 57.1 | 60.00% | +13.85% | +6.67% | +40.00% | 3.47% | 21:30 | 14:33 | 17:05 | 18:28 | 26:41 | 31:26 | 09:36 | 07:06 |
 | Phase Boots | 8 | 34.78% | 53.6 | 62.50% | +15.83% | -12.50% | -12.50% | 0.00% | 08:13 | 06:44 | 07:37 | 07:41 | 08:26 | 09:56 | 00:49 | 00:36 |
 | Void Stone | 11 | 47.83% | 50.0 | 54.55% | +4.55% | -21.22% | +12.12% | 1.53% | 28:20 | 09:26 | 15:11 | 34:18 | 36:58 | 44:08 | 21:47 | 16:08 |
 | Kaya and Sange | 9 | 39.13% | 46.4 | 55.56% | +5.56% | -5.56% | +44.44% | 4.97% | 20:36 | 15:00 | 15:50 | 18:52 | 25:54 | 27:06 | 10:04 | 07:27 |
 | Aeon Disk | 2 | 8.70% | 42.9 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 36:37 | 33:38 | 33:38 | 39:36 | 39:36 | 39:36 | 05:58 | 04:25 |
 | Ethereal Blade | 7 | 30.43% | 39.3 | 57.14% | +7.14% | +42.86% | -7.14% | 0.00% | 25:09 | 16:23 | 16:52 | 24:31 | 27:01 | 40:44 | 10:09 | 07:31 |
 | Ghost Scepter | 7 | 30.43% | 35.7 | 57.14% | +7.14% | +42.86% | -7.14% | 0.00% | 23:38 | 13:47 | 14:29 | 22:40 | 25:07 | 40:09 | 10:38 | 07:52 |
 | Power Treads | 5 | 21.74% | 32.1 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 07:54 | 05:51 | 05:51 | 08:05 | 08:27 | 10:12 | 02:36 | 01:55 |
 | Aether Lens | 5 | 21.74% | 28.6 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 37:13 | 29:58 | 29:58 | 38:46 | 38:50 | 44:08 | 08:52 | 06:34 |
 | Witch Blade | 5 | 21.74% | 25.0 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 13:13 | 12:16 | 12:16 | 12:58 | 13:30 | 15:06 | 01:14 | 00:54 |
 | Wind Lace | 4 | 17.39% | 21.4 | 50.00% | -2.63% | +50.00% | +50.00% | 0.00% | 09:32 | 07:55 | 07:55 | 08:52 | 10:06 | 11:16 | 02:11 | 01:37 |
 | Black King Bar | 4 | 17.39% | 17.9 | 50.00% | -2.63% | +50.00% | -50.00% | 0.00% | 34:03 | 31:15 | 31:15 | 33:07 | 35:30 | 36:19 | 04:15 | 03:08 |
 | Dagon | 1 | 4.35% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 23:39 | 00:00 | 00:00 |
 | Crown | 1 | 4.35% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 20:16 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 13.04% | 7.1 | 33.33% | -21.67% | -33.33% | 0.00% | 0.00% | 15:51 | 12:53 | 12:53 | 13:27 | 21:12 | 21:12 | 08:19 | 06:09 |
 | Octarine Core | 3 | 13.04% | 3.6 | 33.33% | -21.67% | +66.67% | 0.00% | 0.00% | 39:26 | 38:50 | 38:50 | 39:00 | 40:27 | 40:27 | 01:37 | 01:11 |