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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 | |
 | Mjollnir | 8 | 42.11% | 100.0 | 25.00% | +25.00% | +25.00% | -25.00% | -13.45% | 37:13 | 21:15 | 36:13 | 38:45 | 39:56 | 44:10 | 03:43 | 02:45 |
 | Blink Dagger | 9 | 47.37% | 97.1 | 22.22% | +22.22% | +27.78% | +27.78% | 0.00% | 34:51 | 24:07 | 26:04 | 36:07 | 37:39 | 47:43 | 11:35 | 08:34 |
 | Ring of Basilius | 2 | 10.53% | 94.1 | 50.00% | +44.12% | -50.00% | 0.00% | 0.00% | 08:10 | 07:49 | 07:49 | 08:30 | 08:30 | 08:30 | 00:41 | 00:30 |
 | Manta Style | 12 | 63.16% | 91.2 | 16.67% | +16.67% | -16.67% | +16.66% | 8.20% | 22:39 | 18:32 | 20:17 | 21:57 | 24:21 | 29:41 | 04:04 | 03:00 |
 | Magic Wand | 15 | 78.95% | 88.2 | 13.33% | +13.33% | -13.33% | -13.33% | 0.00% | 06:17 | 01:35 | 02:52 | 05:23 | 08:29 | 13:38 | 05:37 | 04:09 |
 | Aghanim's Shard | 15 | 78.95% | 85.3 | 13.33% | +13.33% | +11.67% | -13.33% | -4.81% | 22:11 | 16:03 | 18:27 | 22:12 | 23:39 | 32:44 | 05:12 | 03:51 |
 | Yasha | 16 | 84.21% | 82.4 | 12.50% | +12.50% | -12.50% | +37.50% | 20.27% | 17:54 | 12:31 | 16:27 | 17:01 | 18:55 | 25:33 | 02:28 | 01:49 |
 | Magic Stick | 17 | 89.47% | 79.4 | 11.76% | +11.76% | -11.76% | -11.76% | 0.00% | 00:55 | -01:29 | -01:29 | -01:28 | 03:48 | 06:02 | 05:17 | 03:54 |
 | Maelstrom | 18 | 94.74% | 76.5 | 11.11% | +11.11% | -11.11% | -11.11% | 0.00% | 14:14 | 10:49 | 13:01 | 13:49 | 15:03 | 18:46 | 02:02 | 01:30 |
 | Quelling Blade | 19 | 100.00% | 73.5 | 10.53% | +10.53% | -10.53% | +9.47% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 19 | 100.00% | 70.6 | 10.53% | +10.53% | +29.47% | -10.53% | -40.00% | 02:26 | 00:54 | 01:53 | 02:25 | 02:40 | 03:57 | 00:47 | 00:34 |
 | Chainmail | 19 | 100.00% | 67.6 | 10.53% | +10.53% | -10.53% | +9.47% | 11.54% | 05:59 | 04:30 | 05:04 | 05:47 | 06:48 | 08:22 | 01:44 | 01:17 |
 | Javelin | 19 | 100.00% | 64.7 | 10.53% | +10.53% | -10.53% | -10.53% | 0.00% | 10:27 | 07:19 | 08:44 | 10:01 | 10:50 | 15:24 | 02:06 | 01:33 |
 | Phase Boots | 19 | 100.00% | 61.8 | 10.53% | +10.53% | +9.47% | -10.53% | -19.35% | 06:55 | 05:32 | 06:23 | 06:54 | 07:25 | 08:46 | 01:02 | 00:45 |
 | Void Stone | 3 | 15.79% | 58.8 | 33.33% | +27.08% | -33.33% | 0.00% | 0.00% | 32:50 | 31:18 | 31:18 | 32:05 | 35:08 | 35:08 | 03:50 | 02:50 |
 | Linken's Sphere | 3 | 15.79% | 55.9 | 33.33% | +27.08% | -33.33% | 0.00% | 0.00% | 33:23 | 31:18 | 31:18 | 32:25 | 36:26 | 36:26 | 05:08 | 03:48 |
 | Ring of Health | 3 | 15.79% | 52.9 | 33.33% | +27.08% | -33.33% | 0.00% | 0.00% | 32:50 | 31:18 | 31:18 | 32:05 | 35:08 | 35:08 | 03:50 | 02:50 |
 | Wind Lace | 6 | 31.58% | 50.0 | 16.67% | +8.98% | +33.33% | -16.67% | -3.81% | 14:34 | 05:24 | 05:52 | 07:47 | 18:59 | 40:05 | 13:07 | 09:42 |
 | Wraith Band | 8 | 42.11% | 47.1 | 12.50% | +3.41% | -12.50% | +37.50% | 13.33% | 05:36 | 01:36 | 01:38 | 02:05 | 05:23 | 15:30 | 03:45 | 02:46 |
 | Eye of Skadi | 10 | 52.63% | 44.1 | 10.00% | -1.11% | -10.00% | -10.00% | 0.00% | 31:08 | 27:38 | 30:04 | 30:28 | 33:15 | 33:57 | 03:11 | 02:21 |
 | Skull Basher | 10 | 52.63% | 41.2 | 10.00% | -1.11% | -10.00% | -10.00% | 0.00% | 34:28 | 21:05 | 31:28 | 35:29 | 38:48 | 42:37 | 07:20 | 05:25 |
 | Sange and Yasha | 3 | 15.79% | 38.2 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 23:14 | 17:34 | 17:34 | 21:24 | 30:45 | 30:45 | 13:11 | 09:45 |
 | Helm of Iron Will | 2 | 10.53% | 35.3 | 0.00% | -11.76% | 0.00% | 0.00% | 0.00% | 37:19 | 34:03 | 34:03 | 40:35 | 40:35 | 40:35 | 06:32 | 04:50 |
 | Aghanim's Scepter | 2 | 10.53% | 32.4 | 0.00% | -11.76% | 0.00% | 0.00% | 0.00% | 37:23 | 35:09 | 35:09 | 39:37 | 39:37 | 39:37 | 04:28 | 03:18 |
 | Sange | 3 | 15.79% | 29.4 | 0.00% | -12.50% | 0.00% | 0.00% | 0.00% | 22:46 | 16:50 | 16:50 | 20:50 | 30:39 | 30:39 | 13:49 | 10:14 |
 | Butterfly | 1 | 5.26% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:52 | 58:52 | 58:52 | 58:52 | 58:52 | 58:52 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 5.26% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 12:44 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 10.53% | 20.6 | 0.00% | -11.76% | 0.00% | 0.00% | 0.00% | 52:43 | 52:28 | 52:28 | 52:57 | 52:57 | 52:57 | 00:29 | 00:21 |
 | Nullifier | 2 | 10.53% | 17.6 | 0.00% | -11.76% | 0.00% | 0.00% | 0.00% | 37:56 | 34:58 | 34:58 | 40:53 | 40:53 | 40:53 | 05:55 | 04:22 |
 | Black King Bar | 1 | 5.26% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.26% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:25 | 1:09:25 | 1:09:25 | 1:09:25 | 1:09:25 | 1:09:25 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.26% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:55 | 48:55 | 48:55 | 48:55 | 48:55 | 48:55 | 00:00 | 00:00 |
 | Swift Blink | 2 | 10.53% | 5.9 | 0.00% | -11.76% | 0.00% | 0.00% | 0.00% | 49:06 | 45:34 | 45:34 | 52:37 | 52:37 | 52:37 | 07:03 | 05:13 |
 | Vanguard | 2 | 10.53% | 2.9 | 0.00% | -11.76% | 0.00% | 0.00% | 0.00% | 52:30 | 52:22 | 52:22 | 52:37 | 52:37 | 52:37 | 00:15 | 00:11 |