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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 | 29 | 26.85% | 100.0 | 75.86% | +32.82% | +9.85% | +9.85% | 0.00% | 22:44 | 12:53 | 17:09 | 21:49 | 26:15 | 45:08 | 09:06 | 06:44 |
 | Ring of Basilius | 37 | 34.26% | 97.0 | 72.97% | +32.12% | +4.81% | -6.30% | -2.27% | 04:53 | -01:29 | 02:23 | 03:54 | 07:17 | 13:32 | 04:54 | 03:37 |
 | Aether Lens | 27 | 25.00% | 93.9 | 74.07% | +29.63% | +25.93% | +11.64% | -2.01% | 24:00 | 16:22 | 19:26 | 22:15 | 26:32 | 45:08 | 07:06 | 05:15 |
 | Arcane Boots | 29 | 26.85% | 90.9 | 68.97% | +23.40% | +16.74% | -26.11% | -15.87% | 13:38 | 07:45 | 11:16 | 12:25 | 13:58 | 32:26 | 02:42 | 02:00 |
 | Blink Dagger | 45 | 41.67% | 87.9 | 60.00% | +13.97% | +12.73% | -14.55% | -3.53% | 28:27 | 16:37 | 24:15 | 27:22 | 31:59 | 42:07 | 07:44 | 05:43 |
 | Magic Wand | 82 | 75.93% | 84.8 | 54.88% | +12.57% | -7.26% | +10.12% | 3.85% | 10:27 | 01:28 | 08:03 | 10:29 | 12:34 | 23:53 | 04:31 | 03:20 |
 | Boots of Speed | 108 | 100.00% | 81.8 | 51.85% | +51.85% | +3.71% | -3.70% | -2.38% | 06:54 | -01:29 | 05:20 | 06:58 | 08:27 | 14:43 | 03:07 | 02:18 |
 | Aeon Disk | 14 | 12.96% | 78.8 | 71.43% | +22.49% | +3.57% | -4.76% | -0.52% | 38:35 | 22:39 | 32:01 | 34:51 | 48:03 | 54:12 | 16:02 | 11:52 |
 | Magic Stick | 104 | 96.30% | 75.8 | 50.96% | -24.04% | +6.73% | -8.65% | -3.09% | 02:55 | -01:29 | -01:29 | 02:15 | 06:28 | 13:29 | 07:57 | 05:53 |
 | Ghost Scepter | 25 | 23.15% | 72.7 | 60.00% | +10.60% | +23.33% | -10.00% | -2.31% | 27:05 | 14:02 | 18:47 | 26:14 | 33:13 | 49:35 | 14:26 | 10:41 |
 | Fluffy Hat | 15 | 13.89% | 69.7 | 66.67% | +17.21% | -16.67% | -16.67% | 0.00% | 18:14 | 08:58 | 11:40 | 16:40 | 21:37 | 34:56 | 09:57 | 07:22 |
 | Glimmer Cape | 32 | 29.63% | 66.7 | 56.25% | +6.25% | -18.75% | -6.25% | 1.73% | 25:43 | 16:39 | 20:37 | 25:40 | 27:51 | 40:35 | 07:14 | 05:21 |
 | Tranquil Boots | 69 | 63.89% | 63.6 | 49.28% | -7.13% | -8.10% | +15.43% | 5.39% | 13:56 | 07:23 | 10:33 | 12:35 | 14:55 | 35:42 | 04:22 | 03:14 |
 | Wind Lace | 75 | 69.44% | 60.6 | 46.67% | -16.97% | +0.70% | +11.22% | 1.71% | 11:11 | -01:29 | 07:01 | 10:14 | 13:10 | 35:01 | 06:09 | 04:33 |
 | Force Staff | 7 | 6.48% | 57.6 | 71.43% | +20.93% | +28.57% | +28.57% | 0.00% | 25:52 | 21:12 | 21:24 | 22:38 | 28:13 | 34:56 | 06:49 | 05:02 |
 | Ring of Health | 2 | 1.85% | 54.5 | 100.00% | +49.06% | 0.00% | 0.00% | 0.00% | 45:24 | 43:23 | 43:23 | 47:24 | 47:24 | 47:24 | 04:01 | 02:58 |
 | Medallion of Courage | 3 | 2.78% | 51.5 | 66.67% | +15.24% | +33.33% | 0.00% | 0.00% | 18:53 | 18:38 | 18:38 | 18:51 | 19:09 | 19:09 | 00:31 | 00:22 |
 | Crown | 3 | 2.78% | 48.5 | 66.67% | +15.24% | +33.33% | 0.00% | 0.00% | 20:20 | 20:12 | 20:12 | 20:16 | 20:31 | 20:31 | 00:19 | 00:14 |
 | Blight Stone | 3 | 2.78% | 45.5 | 66.67% | +15.24% | +33.33% | 0.00% | 0.00% | 18:00 | 17:28 | 17:28 | 17:58 | 18:35 | 18:35 | 01:07 | 00:49 |
 | Solar Crest | 3 | 2.78% | 42.4 | 66.67% | +15.24% | +33.33% | 0.00% | 0.00% | 24:09 | 22:31 | 22:31 | 22:42 | 27:15 | 27:15 | 04:44 | 03:30 |
 | Aghanim's Shard | 4 | 3.70% | 39.4 | 50.00% | -1.92% | +50.00% | -50.00% | 0.00% | 42:28 | 23:48 | 23:48 | 34:34 | 45:07 | 1:06:23 | 21:19 | 15:47 |
 | Chainmail | 4 | 3.70% | 36.4 | 50.00% | -1.92% | +50.00% | +50.00% | 0.00% | 15:59 | 15:06 | 15:06 | 15:12 | 16:39 | 17:00 | 01:33 | 01:08 |
 | Shadow Blade | 1 | 0.93% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.93% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:24 | 47:24 | 47:24 | 47:24 | 47:24 | 47:24 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.93% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 1.85% | 24.2 | 50.00% | -1.89% | +50.00% | 0.00% | 0.00% | 11:30 | 06:52 | 06:52 | 16:08 | 16:08 | 16:08 | 09:16 | 06:51 |
 | Ring of Protection | 2 | 1.85% | 21.2 | 50.00% | -1.89% | +50.00% | 0.00% | 0.00% | 10:01 | 04:22 | 04:22 | 15:39 | 15:39 | 15:39 | 11:17 | 08:21 |
 | Quelling Blade | 2 | 1.85% | 18.2 | 50.00% | -1.89% | -50.00% | 0.00% | 0.00% | 16:16 | 10:24 | 10:24 | 22:07 | 22:07 | 22:07 | 11:43 | 08:40 |
 | Orb of Venom | 1 | 0.93% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 00:00 | 00:00 |
 | Headdress | 2 | 1.85% | 12.1 | 0.00% | -52.83% | 0.00% | 0.00% | 0.00% | 11:12 | -01:29 | -01:29 | 23:52 | 23:52 | 23:52 | 25:21 | 18:46 |
 | Mekansm | 1 | 0.93% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 24:24 | 00:00 | 00:00 |
 | Bottle | 1 | 0.93% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:00 | 00:00 |
 | Holy Locket | 1 | 0.93% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |