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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 | |
 | Blink Dagger | 12 | 9.02% | 100.0 | 91.67% | +40.43% | +8.33% | -25.00% | -3.85% | 35:14 | 25:42 | 28:24 | 32:37 | 37:04 | 54:49 | 08:40 | 06:25 |
 | Aether Lens | 76 | 57.14% | 96.7 | 60.53% | +13.16% | +7.89% | +2.63% | -0.64% | 26:15 | 16:48 | 21:39 | 24:39 | 29:51 | 45:23 | 08:12 | 06:04 |
 | Void Stone | 80 | 60.15% | 93.3 | 60.00% | +12.83% | 0.00% | 0.00% | 0.00% | 24:36 | 12:40 | 20:05 | 22:55 | 27:06 | 45:05 | 07:01 | 05:11 |
 | Magic Stick | 120 | 90.23% | 90.0 | 55.83% | +9.68% | -9.16% | +0.84% | 1.72% | 03:57 | -01:30 | -01:28 | 02:45 | 07:17 | 16:40 | 08:45 | 06:28 |
 | Arcane Boots | 64 | 48.12% | 86.7 | 59.38% | +8.66% | -9.38% | +15.62% | 4.92% | 16:31 | 08:11 | 13:02 | 14:35 | 18:07 | 34:17 | 05:05 | 03:45 |
 | Boots of Speed | 133 | 100.00% | 83.3 | 54.89% | +54.89% | -9.44% | +17.84% | 6.55% | 07:41 | -01:29 | 05:43 | 07:55 | 09:53 | 13:51 | 04:10 | 03:05 |
 | Black King Bar | 5 | 3.76% | 80.0 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 39:12 | 35:07 | 35:07 | 39:17 | 40:56 | 42:44 | 05:49 | 04:18 |
 | Crown | 5 | 3.76% | 76.7 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 37:38 | 23:33 | 23:33 | 36:11 | 36:31 | 1:01:42 | 12:58 | 09:36 |
 | Magic Wand | 73 | 54.89% | 73.3 | 56.16% | +2.83% | +4.95% | +4.95% | 0.00% | 11:58 | 02:47 | 09:07 | 11:29 | 13:37 | 33:40 | 04:30 | 03:20 |
 | Wind Lace | 83 | 62.41% | 70.0 | 53.01% | -4.99% | +4.13% | -5.39% | -1.66% | 09:58 | -01:29 | 06:23 | 09:30 | 12:07 | 26:58 | 05:44 | 04:14 |
 | Glimmer Cape | 16 | 12.03% | 66.7 | 68.75% | +15.76% | +6.25% | -18.75% | -2.67% | 28:56 | 19:48 | 22:11 | 28:22 | 31:33 | 43:49 | 09:22 | 06:56 |
 | Fluffy Hat | 53 | 39.85% | 63.3 | 54.72% | -0.28% | +14.51% | -16.26% | -2.16% | 20:32 | -01:29 | 13:01 | 18:23 | 27:15 | 48:10 | 14:14 | 10:32 |
 | Tranquil Boots | 65 | 48.87% | 60.0 | 50.77% | -8.05% | +5.48% | -0.77% | -0.98% | 16:23 | 05:56 | 11:57 | 14:12 | 18:20 | 34:27 | 06:23 | 04:43 |
 | Ghost Scepter | 6 | 4.51% | 56.7 | 83.33% | +29.79% | -33.33% | +16.67% | 0.00% | 31:45 | 25:30 | 26:41 | 27:28 | 37:52 | 40:50 | 11:11 | 08:17 |
 | Force Staff | 28 | 21.05% | 53.3 | 50.00% | -6.19% | +7.14% | -7.14% | -1.79% | 32:26 | 21:36 | 26:52 | 30:02 | 34:50 | 51:05 | 07:58 | 05:54 |
 | Helm of the Dominator | 3 | 2.26% | 50.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 46:47 | 36:31 | 36:31 | 37:04 | 1:06:46 | 1:06:46 | 30:15 | 22:24 |
 | Helm of Iron Will | 3 | 2.26% | 46.7 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 44:46 | 36:11 | 36:11 | 36:31 | 1:01:35 | 1:01:35 | 25:24 | 18:48 |
 | Aeon Disk | 5 | 3.76% | 43.3 | 80.00% | +26.09% | +20.00% | +20.00% | 0.00% | 47:37 | 37:21 | 37:21 | 46:23 | 53:19 | 55:14 | 15:58 | 11:49 |
 | Bracer | 7 | 5.26% | 40.0 | 57.14% | +2.38% | -7.14% | -7.14% | 0.00% | 15:47 | 09:31 | 12:39 | 15:17 | 15:19 | 22:17 | 02:40 | 01:58 |
 | Blight Stone | 2 | 1.50% | 36.7 | 100.00% | +45.80% | 0.00% | 0.00% | 0.00% | 19:50 | 17:35 | 17:35 | 22:04 | 22:04 | 22:04 | 04:29 | 03:19 |
 | Boots of Bearing | 2 | 1.50% | 33.3 | 100.00% | +45.80% | 0.00% | 0.00% | 0.00% | 41:43 | 40:47 | 40:47 | 42:39 | 42:39 | 42:39 | 01:52 | 01:22 |
 | Solar Crest | 2 | 1.50% | 30.0 | 100.00% | +45.80% | 0.00% | 0.00% | 0.00% | 28:02 | 25:13 | 25:13 | 30:50 | 30:50 | 30:50 | 05:37 | 04:09 |
 | Medallion of Courage | 2 | 1.50% | 26.7 | 100.00% | +45.80% | 0.00% | 0.00% | 0.00% | 20:02 | 17:59 | 17:59 | 22:04 | 22:04 | 22:04 | 04:05 | 03:01 |
 | Chainmail | 2 | 1.50% | 23.3 | 100.00% | +45.80% | 0.00% | 0.00% | 0.00% | 17:12 | 12:19 | 12:19 | 22:04 | 22:04 | 22:04 | 09:45 | 07:13 |
 | Quelling Blade | 11 | 8.27% | 20.0 | 45.45% | -10.29% | +21.22% | -12.12% | -4.02% | 04:51 | -01:28 | 00:14 | 02:51 | 08:32 | 16:01 | 08:18 | 06:08 |
 | Aghanim's Scepter | 6 | 4.51% | 16.7 | 50.00% | -5.12% | +50.00% | -50.00% | 0.00% | 41:38 | 31:20 | 40:23 | 40:46 | 45:52 | 49:09 | 05:29 | 04:03 |
 | Drum of Endurance | 3 | 2.26% | 13.3 | 66.67% | +12.05% | -66.67% | 0.00% | 0.00% | 23:36 | 19:06 | 19:06 | 24:45 | 26:56 | 26:56 | 07:50 | 05:48 |
 | Aghanim's Shard | 1 | 0.75% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.75% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.75% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |