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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 | |
 | Aether Lens | 154 | 64.98% | 100.0 | 67.53% | +32.59% | +1.70% | -4.37% | -1.17% | 24:37 | 16:37 | 21:16 | 23:30 | 26:28 | 40:01 | 05:12 | 03:51 |
 | Force Staff | 29 | 12.24% | 96.3 | 79.31% | +26.43% | +6.40% | +6.40% | 0.00% | 31:49 | 22:56 | 26:28 | 31:28 | 35:20 | 55:58 | 08:52 | 06:34 |
 | Void Stone | 158 | 66.67% | 92.6 | 67.09% | +32.91% | -4.59% | -5.55% | -0.15% | 23:16 | 13:22 | 19:41 | 22:21 | 25:54 | 39:25 | 06:13 | 04:36 |
 | Fluffy Hat | 72 | 30.38% | 88.9 | 68.06% | +17.15% | -18.06% | +26.38% | 3.89% | 16:50 | -00:16 | 09:49 | 13:29 | 21:14 | 55:58 | 11:25 | 08:27 |
 | Tranquil Boots | 101 | 42.62% | 85.2 | 65.35% | +16.09% | +2.65% | +10.65% | 0.72% | 18:22 | 06:59 | 12:14 | 15:33 | 23:19 | 36:26 | 11:05 | 08:12 |
 | Arcane Boots | 146 | 61.60% | 81.5 | 60.27% | +10.82% | -0.81% | +6.40% | 1.40% | 15:17 | 08:21 | 12:30 | 14:52 | 17:38 | 36:43 | 05:08 | 03:48 |
 | Wind Lace | 142 | 59.92% | 77.8 | 59.86% | +9.33% | -9.86% | +17.28% | 3.44% | 10:46 | -01:29 | 05:58 | 09:39 | 13:51 | 36:26 | 07:53 | 05:50 |
 | Magic Wand | 127 | 53.59% | 74.1 | 59.06% | +6.33% | +0.32% | -15.31% | -3.68% | 12:14 | 04:34 | 09:37 | 11:15 | 13:52 | 27:50 | 04:15 | 03:08 |
 | Boots of Speed | 237 | 100.00% | 70.4 | 56.12% | +56.12% | +1.51% | -8.66% | -2.70% | 07:13 | -01:29 | 05:26 | 07:18 | 09:12 | 15:19 | 03:46 | 02:47 |
 | Magic Stick | 218 | 91.98% | 66.7 | 55.96% | -1.93% | +2.22% | -7.81% | -1.64% | 03:58 | -01:29 | 00:58 | 03:04 | 07:04 | 22:34 | 06:06 | 04:31 |
 | Blink Dagger | 22 | 9.28% | 63.0 | 72.73% | +18.31% | -6.06% | -12.73% | -1.08% | 34:00 | 26:01 | 30:38 | 32:26 | 36:48 | 46:41 | 06:10 | 04:34 |
 | Glimmer Cape | 37 | 15.61% | 59.3 | 64.86% | +10.36% | -9.30% | -9.30% | 0.00% | 33:02 | 17:22 | 25:16 | 31:56 | 39:00 | 57:34 | 13:44 | 10:10 |
 | Ring of Protection | 7 | 2.95% | 55.6 | 85.71% | +30.49% | +14.29% | -35.71% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Ghost Scepter | 21 | 8.86% | 51.9 | 57.14% | +1.12% | +2.86% | +2.86% | 0.00% | 30:35 | 13:01 | 25:14 | 29:16 | 36:59 | 41:59 | 11:45 | 08:42 |
 | Aghanim's Scepter | 8 | 3.38% | 48.1 | 75.00% | +19.54% | -25.00% | +25.00% | 0.00% | 44:54 | 33:30 | 38:34 | 40:41 | 46:48 | 1:04:15 | 08:14 | 06:05 |
 | Quelling Blade | 12 | 5.06% | 44.4 | 50.00% | -6.44% | +16.67% | -16.67% | 0.00% | 09:57 | -01:29 | 06:11 | 11:06 | 13:16 | 22:05 | 07:05 | 05:14 |
 | Black King Bar | 8 | 3.38% | 40.7 | 50.00% | -6.33% | 0.00% | +50.00% | 0.00% | 39:43 | 27:52 | 31:58 | 38:18 | 44:00 | 51:14 | 12:02 | 08:54 |
 | Eul's Scepter of Divinity | 1 | 0.42% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Buckler | 1 | 0.42% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:02 | 13:02 | 13:02 | 13:02 | 13:02 | 13:02 | 00:00 | 00:00 |
 | Bottle | 1 | 0.42% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.42% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 46:29 | 00:00 | 00:00 |
 | Crown | 1 | 0.42% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 12:36 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 0.42% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 1:12:35 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.42% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:05 | 1:13:05 | 1:13:05 | 1:13:05 | 1:13:05 | 1:13:05 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.42% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.42% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.42% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 16:32 | 00:00 | 00:00 |