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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 | |
 | Eye of Skadi | 15 | 60.00% | 100.0 | 66.67% | +56.67% | +8.33% | -16.67% | -3.19% | 30:17 | 24:32 | 25:46 | 28:55 | 33:36 | 40:48 | 07:50 | 05:48 |
 | Skull Basher | 15 | 60.00% | 96.8 | 60.00% | +40.00% | -10.00% | +15.00% | 4.16% | 33:56 | 23:16 | 29:45 | 33:58 | 35:46 | 47:10 | 06:01 | 04:27 |
 | Abyssal Blade | 5 | 20.00% | 93.5 | 80.00% | +45.00% | +20.00% | +20.00% | 0.00% | 38:51 | 35:46 | 35:46 | 39:16 | 39:33 | 40:29 | 03:47 | 02:48 |
 | Aghanim's Scepter | 16 | 64.00% | 90.3 | 56.25% | +34.03% | -6.25% | +43.75% | 6.52% | 28:02 | 19:03 | 23:10 | 27:20 | 30:50 | 37:34 | 07:40 | 05:40 |
 | Power Treads | 25 | 100.00% | 87.1 | 44.00% | +44.00% | +6.00% | +6.00% | 0.00% | 07:31 | 04:38 | 05:25 | 07:42 | 08:30 | 12:47 | 03:05 | 02:17 |
 | Yasha | 25 | 100.00% | 83.9 | 44.00% | +44.00% | +6.00% | +6.00% | 0.00% | 16:04 | 10:33 | 12:28 | 15:01 | 17:03 | 33:32 | 04:35 | 03:23 |
 | Quelling Blade | 25 | 100.00% | 80.6 | 44.00% | +44.00% | +22.67% | -10.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:16 | 00:00 | 00:00 |
 | Boots of Speed | 25 | 100.00% | 77.4 | 44.00% | +44.00% | -10.67% | +22.67% | 12.35% | 05:37 | 02:59 | 03:58 | 05:20 | 06:40 | 10:13 | 02:42 | 02:00 |
 | Manta Style | 25 | 100.00% | 74.2 | 44.00% | +44.00% | +6.00% | +6.00% | 0.00% | 20:17 | 15:14 | 17:32 | 18:09 | 21:10 | 36:14 | 03:38 | 02:41 |
 | Magic Stick | 22 | 88.00% | 71.0 | 45.45% | +12.12% | +21.22% | -5.45% | -2.85% | 03:59 | -01:29 | -01:29 | 01:21 | 10:50 | 14:22 | 12:19 | 09:07 |
 | Vanguard | 6 | 24.00% | 67.7 | 66.67% | +29.83% | +33.33% | -66.67% | 0.00% | 40:40 | 35:36 | 39:06 | 39:14 | 40:02 | 50:30 | 00:56 | 00:41 |
 | Ring of Health | 6 | 24.00% | 64.5 | 66.67% | +29.83% | +33.33% | -66.67% | 0.00% | 40:35 | 35:36 | 38:40 | 39:14 | 40:02 | 50:30 | 01:22 | 01:00 |
 | Magic Wand | 23 | 92.00% | 61.3 | 43.48% | -6.52% | -26.81% | +6.52% | 4.37% | 08:11 | -01:29 | 04:07 | 09:12 | 11:45 | 18:47 | 07:38 | 05:39 |
 | Ring of Basilius | 12 | 48.00% | 58.1 | 50.00% | +11.54% | +16.67% | +16.67% | 0.00% | 08:05 | 04:24 | 05:59 | 08:20 | 09:41 | 12:26 | 03:42 | 02:44 |
 | Aghanim's Blessing | 2 | 8.00% | 54.8 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 44:51 | 41:30 | 41:30 | 48:11 | 48:11 | 48:11 | 06:41 | 04:57 |
 | Wraith Band | 17 | 68.00% | 51.6 | 41.18% | -8.82% | -16.18% | -16.18% | 0.00% | 04:53 | 01:23 | 01:45 | 02:15 | 02:42 | 27:06 | 00:57 | 00:42 |
 | Radiance | 3 | 12.00% | 48.4 | 66.67% | +25.76% | -66.67% | 0.00% | 0.00% | 23:31 | 18:27 | 18:27 | 20:49 | 31:16 | 31:16 | 12:49 | 09:29 |
 | Moon Shard | 3 | 12.00% | 45.2 | 66.67% | +25.76% | -66.67% | 0.00% | 0.00% | 37:38 | 30:44 | 30:44 | 40:26 | 41:44 | 41:44 | 11:00 | 08:08 |
 | Chainmail | 8 | 32.00% | 41.9 | 37.50% | -9.56% | +12.50% | -37.50% | -7.71% | 08:28 | 03:07 | 03:52 | 09:41 | 10:21 | 10:46 | 06:29 | 04:48 |
 | Blade Mail | 8 | 32.00% | 38.7 | 37.50% | -9.56% | +12.50% | -37.50% | -18.87% | 11:14 | 08:47 | 09:11 | 10:58 | 11:50 | 14:23 | 02:39 | 01:57 |
 | Helm of Iron Will | 1 | 4.00% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 4.00% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:25 | 02:25 | 02:25 | 02:25 | 02:25 | 02:25 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 4.00% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 11:27 | 00:00 | 00:00 |
 | Nullifier | 1 | 4.00% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 4.00% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 00:00 | 00:00 |
 | Butterfly | 3 | 12.00% | 19.4 | 33.33% | -12.12% | -33.33% | 0.00% | 0.00% | 35:37 | 32:33 | 32:33 | 33:28 | 40:50 | 40:50 | 08:17 | 06:08 |
 | Diffusal Blade | 4 | 16.00% | 16.1 | 25.00% | -22.62% | +75.00% | -25.00% | 0.00% | 23:08 | 21:57 | 21:57 | 22:30 | 23:27 | 24:36 | 01:30 | 01:06 |
 | Black King Bar | 5 | 20.00% | 12.9 | 20.00% | -30.00% | -20.00% | +80.00% | 0.00% | 32:15 | 29:07 | 29:07 | 32:59 | 33:50 | 33:53 | 04:43 | 03:29 |
 | Ghost Scepter | 1 | 4.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Echo Sabre | 2 | 8.00% | 6.5 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 22:06 | 21:57 | 21:57 | 22:15 | 22:15 | 22:15 | 00:18 | 00:13 |
 | Heart of Tarrasque | 1 | 4.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |