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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 | |
 | Void Stone | 41 | 32.28% | 100.0 | 68.29% | +40.38% | -18.29% | -8.29% | 0.89% | 28:50 | 09:36 | 22:35 | 28:38 | 33:48 | 51:47 | 11:13 | 08:18 |
 | Aether Lens | 36 | 28.35% | 95.8 | 69.44% | +39.77% | -13.88% | -13.88% | 0.00% | 29:50 | 16:03 | 23:06 | 27:46 | 33:23 | 51:47 | 10:17 | 07:37 |
 | Force Staff | 35 | 27.56% | 91.7 | 57.14% | +22.36% | +20.64% | -12.70% | -5.60% | 27:39 | 16:11 | 24:53 | 27:18 | 30:50 | 42:36 | 05:57 | 04:24 |
 | Aghanim's Shard | 25 | 19.69% | 87.5 | 60.00% | +23.73% | -10.00% | +23.33% | 5.00% | 28:33 | 20:00 | 23:22 | 28:08 | 30:02 | 41:40 | 06:40 | 04:56 |
 | Aeon Disk | 21 | 16.54% | 83.3 | 61.90% | +25.11% | -21.90% | +38.10% | 6.86% | 37:11 | 23:41 | 30:08 | 36:22 | 38:53 | 56:38 | 08:45 | 06:28 |
 | Magic Wand | 65 | 51.18% | 79.2 | 46.15% | +10.67% | -21.15% | +10.10% | 3.44% | 11:35 | 00:46 | 06:48 | 10:09 | 15:53 | 31:18 | 09:05 | 06:43 |
 | Blink Dagger | 118 | 92.91% | 75.0 | 42.37% | +20.15% | +14.30% | -18.23% | -7.20% | 18:56 | 13:15 | 16:16 | 18:22 | 20:47 | 36:45 | 04:31 | 03:20 |
 | Tranquil Boots | 126 | 99.21% | 70.8 | 41.27% | +41.27% | +14.98% | -9.01% | -6.40% | 06:50 | 01:41 | 04:49 | 06:19 | 08:34 | 24:06 | 03:45 | 02:46 |
 | Wind Lace | 126 | 99.21% | 66.7 | 41.27% | +41.27% | -0.64% | -12.24% | -3.85% | 04:21 | -01:30 | 02:35 | 03:56 | 05:36 | 23:41 | 03:01 | 02:14 |
 | Boots of Speed | 127 | 100.00% | 62.5 | 40.94% | +40.94% | +12.19% | -15.94% | -7.89% | 01:32 | -01:30 | -01:29 | -01:29 | 05:03 | 11:55 | 06:32 | 04:50 |
 | Fluffy Hat | 47 | 37.01% | 58.3 | 46.81% | +9.31% | -5.14% | +3.19% | 0.64% | 19:07 | -01:28 | 10:53 | 19:42 | 24:00 | 42:17 | 13:07 | 09:42 |
 | Magic Stick | 118 | 92.91% | 54.2 | 39.83% | -15.73% | -6.50% | -12.24% | -1.04% | 04:17 | -01:29 | 01:09 | 04:23 | 06:40 | 19:48 | 05:31 | 04:05 |
 | Ghost Scepter | 15 | 11.81% | 50.0 | 40.00% | -1.07% | +10.00% | -15.00% | 0.00% | 29:06 | 16:29 | 25:04 | 28:21 | 31:46 | 38:01 | 06:42 | 04:57 |
 | Shadow Blade | 3 | 2.36% | 45.8 | 66.67% | +26.35% | +33.33% | 0.00% | 0.00% | 28:36 | 27:11 | 27:11 | 27:13 | 31:24 | 31:24 | 04:13 | 03:07 |
 | Eul's Scepter of Divinity | 3 | 2.36% | 41.7 | 66.67% | +26.35% | +33.33% | 0.00% | 0.00% | 31:11 | 27:42 | 27:42 | 31:25 | 34:25 | 34:25 | 06:43 | 04:58 |
 | Orb of Venom | 1 | 0.79% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:54 | 11:54 | 11:54 | 11:54 | 11:54 | 11:54 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.79% | 33.3 | 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 |
 | Glimmer Cape | 12 | 9.45% | 29.2 | 25.00% | -17.61% | +8.33% | +8.33% | 0.00% | 30:02 | 22:23 | 25:17 | 31:19 | 33:11 | 36:18 | 07:54 | 05:51 |
 | Arcane Boots | 2 | 1.57% | 25.0 | 50.00% | +9.20% | +50.00% | 0.00% | 0.00% | 13:05 | 10:27 | 10:27 | 15:42 | 15:42 | 15:42 | 05:15 | 03:53 |
 | Quelling Blade | 2 | 1.57% | 20.8 | 50.00% | +9.20% | +50.00% | 0.00% | 0.00% | 15:36 | 12:56 | 12:56 | 18:15 | 18:15 | 18:15 | 05:19 | 03:56 |
 | Aghanim's Scepter | 2 | 1.57% | 16.7 | 50.00% | +9.20% | -50.00% | 0.00% | 0.00% | 37:28 | 32:18 | 32:18 | 42:38 | 42:38 | 42:38 | 10:20 | 07:39 |
 | Null Talisman | 1 | 0.79% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 03:34 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.79% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 1.57% | 4.2 | 0.00% | -41.60% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |