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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 | 19 | 90.48% | 100.0 | 47.37% | +47.37% | +12.63% | -7.37% | -3.87% | 23:42 | 17:17 | 19:56 | 23:44 | 25:06 | 32:56 | 05:10 | 03:49 |
 | Yasha | 20 | 95.24% | 97.1 | 45.00% | +45.00% | +35.00% | -25.00% | -14.63% | 17:10 | 13:10 | 14:34 | 15:43 | 18:40 | 25:47 | 04:06 | 03:02 |
 | Diffusal Blade | 20 | 95.24% | 94.3 | 45.00% | +45.00% | +55.00% | -45.00% | -33.71% | 12:27 | 09:28 | 10:48 | 11:46 | 13:46 | 16:30 | 02:58 | 02:11 |
 | Quelling Blade | 21 | 100.00% | 91.4 | 42.86% | +42.86% | -22.86% | -2.86% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Boots of Speed | 21 | 100.00% | 88.6 | 42.86% | +42.86% | +17.14% | -2.86% | -10.81% | 05:08 | 02:17 | 03:35 | 05:03 | 05:26 | 12:08 | 01:51 | 01:22 |
 | Power Treads | 21 | 100.00% | 85.7 | 42.86% | +42.86% | +37.14% | -22.86% | -32.14% | 06:50 | 04:54 | 05:35 | 06:22 | 07:27 | 12:33 | 01:52 | 01:22 |
 | Manta Style | 15 | 71.43% | 82.9 | 46.67% | +13.34% | +28.33% | -21.67% | -11.36% | 21:28 | 16:29 | 18:26 | 21:05 | 22:50 | 29:56 | 04:24 | 03:15 |
 | Heart of Tarrasque | 15 | 71.43% | 80.0 | 46.67% | +13.34% | +28.33% | -21.67% | -14.93% | 30:31 | 21:44 | 28:08 | 29:15 | 31:29 | 47:14 | 03:21 | 02:28 |
 | Sange | 2 | 9.52% | 77.1 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 20:03 | 15:26 | 15:26 | 24:40 | 24:40 | 24:40 | 09:14 | 06:50 |
 | Sange and Yasha | 2 | 9.52% | 74.3 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 20:37 | 16:09 | 16:09 | 25:05 | 25:05 | 25:05 | 08:56 | 06:37 |
 | Butterfly | 6 | 28.57% | 71.4 | 50.00% | +10.00% | +50.00% | -50.00% | -14.08% | 36:53 | 29:52 | 33:06 | 34:00 | 40:12 | 45:21 | 07:06 | 05:15 |
 | Magic Wand | 10 | 47.62% | 68.6 | 40.00% | -5.45% | +26.67% | -40.00% | -6.90% | 08:38 | -01:29 | 03:39 | 04:11 | 13:19 | 31:04 | 09:40 | 07:09 |
 | Magic Stick | 15 | 71.43% | 65.7 | 33.33% | -33.34% | -8.33% | -8.33% | 0.00% | -00:26 | -01:29 | -01:29 | -01:28 | 00:02 | 03:25 | 01:31 | 01:07 |
 | Wraith Band | 15 | 71.43% | 62.9 | 33.33% | -33.34% | -8.33% | -8.33% | 0.00% | 02:01 | 00:55 | 01:31 | 01:56 | 02:00 | 04:25 | 00:29 | 00:21 |
 | Cornucopia | 3 | 14.29% | 60.0 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 44:52 | 28:06 | 28:06 | 43:27 | 1:03:04 | 1:03:04 | 34:58 | 25:54 |
 | Disperser | 4 | 19.05% | 57.1 | 50.00% | +8.82% | +50.00% | -50.00% | -10.42% | 45:43 | 38:41 | 38:41 | 46:57 | 48:17 | 48:55 | 09:36 | 07:06 |
 | Abyssal Blade | 1 | 4.76% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 00:00 | 00:00 |
 | Skull Basher | 1 | 4.76% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.76% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 4.76% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 1:03:39 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 4.76% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:53 | 1:03:53 | 1:03:53 | 1:03:53 | 1:03:53 | 1:03:53 | 00:00 | 00:00 |
 | Aghanim's Shard | 8 | 38.10% | 40.0 | 25.00% | -28.85% | +25.00% | -25.00% | -8.24% | 39:04 | 30:12 | 35:03 | 38:03 | 41:07 | 49:20 | 06:04 | 04:29 |
 | Ring of Health | 2 | 9.52% | 37.1 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 27:21 | 03:03 | 03:03 | 51:39 | 51:39 | 51:39 | 48:36 | 36:00 |
 | Vanguard | 2 | 9.52% | 34.3 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 30:12 | 08:45 | 08:45 | 51:39 | 51:39 | 51:39 | 42:54 | 31:46 |
 | Orchid Malevolence | 2 | 9.52% | 31.4 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 53:25 | 43:29 | 43:29 | 1:03:20 | 1:03:20 | 1:03:20 | 19:51 | 14:42 |
 | Monkey King Bar | 3 | 14.29% | 28.6 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 39:49 | 31:28 | 31:28 | 40:15 | 47:43 | 47:43 | 16:15 | 12:02 |
 | Moon Shard | 3 | 14.29% | 25.7 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 52:53 | 37:02 | 37:02 | 54:57 | 1:06:40 | 1:06:40 | 29:38 | 21:57 |
 | Aghanim's Blessing | 3 | 14.29% | 22.9 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 48:25 | 42:42 | 42:42 | 46:16 | 56:16 | 56:16 | 13:34 | 10:02 |
 | Eye of Skadi | 3 | 14.29% | 20.0 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 40:32 | 30:41 | 30:41 | 32:33 | 58:22 | 58:22 | 27:41 | 20:30 |
 | Javelin | 3 | 14.29% | 17.1 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 38:50 | 29:01 | 29:01 | 39:59 | 47:29 | 47:29 | 18:28 | 13:40 |
 | Hand of Midas | 2 | 9.52% | 14.3 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 13:51 | 11:20 | 11:20 | 16:22 | 16:22 | 16:22 | 05:02 | 03:43 |
 | Boots of Travel 2 | 1 | 4.76% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:27 | 1:06:27 | 1:06:27 | 1:06:27 | 1:06:27 | 1:06:27 | 00:00 | 00:00 |
 | Nullifier | 2 | 9.52% | 8.6 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 38:50 | 35:42 | 35:42 | 41:58 | 41:58 | 41:58 | 06:16 | 04:38 |
 | Black King Bar | 1 | 4.76% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 1:03:36 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 9.52% | 2.9 | 0.00% | -47.37% | 0.00% | 0.00% | 0.00% | 37:19 | 35:11 | 35:11 | 39:27 | 39:27 | 39:27 | 04:16 | 03:09 |