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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 | |
 | Tranquil Boots | 87 | 59.18% | 100.0 | 58.62% | +13.62% | -4.07% | +0.47% | 0.32% | 19:26 | 07:25 | 11:49 | 19:04 | 26:05 | 41:50 | 14:16 | 10:34 |
 | Magic Wand | 78 | 53.06% | 96.8 | 58.97% | +12.59% | -3.97% | -6.34% | -0.58% | 11:17 | 01:36 | 08:45 | 10:21 | 12:50 | 31:39 | 04:05 | 03:01 |
 | Magic Stick | 136 | 92.52% | 93.5 | 54.41% | +18.05% | -10.29% | -1.47% | 1.89% | 03:07 | -01:29 | -01:29 | 02:06 | 06:09 | 21:03 | 07:38 | 05:39 |
 | Boots of Speed | 147 | 100.00% | 90.3 | 53.06% | +53.06% | +3.70% | -4.41% | -2.23% | 07:15 | -01:29 | 05:28 | 06:58 | 09:06 | 17:02 | 03:38 | 02:41 |
 | Wind Lace | 100 | 68.03% | 87.1 | 55.00% | +6.06% | -3.00% | +9.00% | 1.83% | 12:28 | -01:29 | 07:28 | 11:14 | 14:02 | 41:50 | 06:34 | 04:51 |
 | Void Stone | 113 | 76.87% | 83.9 | 53.10% | +0.16% | +14.76% | -13.81% | -5.09% | 22:46 | 11:14 | 19:28 | 22:25 | 25:05 | 46:24 | 05:37 | 04:09 |
 | Aether Lens | 111 | 75.51% | 80.6 | 53.15% | +0.37% | +3.99% | -6.72% | -2.06% | 24:50 | 15:33 | 21:44 | 23:53 | 26:56 | 46:36 | 05:12 | 03:51 |
 | Force Staff | 10 | 6.80% | 77.4 | 80.00% | +28.91% | +20.00% | -30.00% | -9.62% | 31:02 | 22:45 | 29:02 | 30:11 | 34:14 | 38:34 | 05:12 | 03:51 |
 | Fluffy Hat | 37 | 25.17% | 74.2 | 59.46% | +8.55% | +29.43% | -15.02% | -1.85% | 17:54 | 01:44 | 04:53 | 15:42 | 28:57 | 45:10 | 24:04 | 17:49 |
 | Arcane Boots | 93 | 63.27% | 71.0 | 50.54% | -6.87% | -2.71% | +5.98% | 1.81% | 15:35 | 08:30 | 12:58 | 15:15 | 17:46 | 31:51 | 04:48 | 03:33 |
 | Blink Dagger | 9 | 6.12% | 67.7 | 77.78% | +26.33% | +22.22% | -27.78% | -3.20% | 31:00 | 20:12 | 21:07 | 29:58 | 36:44 | 53:44 | 15:37 | 11:34 |
 | Ghost Scepter | 13 | 8.84% | 64.5 | 69.23% | +17.74% | -2.56% | +30.77% | 2.98% | 34:45 | 23:05 | 29:30 | 31:16 | 40:41 | 51:54 | 11:11 | 08:17 |
 | Glimmer Cape | 35 | 23.81% | 61.3 | 54.29% | +1.61% | -20.96% | +1.27% | 2.14% | 32:44 | 21:49 | 27:33 | 31:31 | 37:55 | 44:55 | 10:22 | 07:40 |
 | Aghanim's Scepter | 13 | 8.84% | 58.1 | 61.54% | +9.30% | +38.46% | -28.21% | -8.75% | 40:02 | 26:32 | 35:15 | 39:29 | 42:52 | 55:05 | 07:37 | 05:38 |
 | Aeon Disk | 5 | 3.40% | 54.8 | 80.00% | +27.89% | +20.00% | +20.00% | 0.00% | 48:32 | 38:27 | 38:27 | 49:53 | 53:58 | 57:00 | 15:31 | 11:29 |
 | Eul's Scepter of Divinity | 2 | 1.36% | 51.6 | 100.00% | +47.59% | 0.00% | 0.00% | 0.00% | 30:26 | 27:35 | 27:35 | 33:16 | 33:16 | 33:16 | 05:41 | 04:12 |
 | Quelling Blade | 3 | 2.04% | 48.4 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 15:22 | 13:43 | 13:43 | 14:03 | 18:20 | 18:20 | 04:37 | 03:25 |
 | Bottle | 1 | 0.68% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.68% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 1:01:40 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.68% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 1:07:01 | 00:00 | 00:00 |
 | Black King Bar | 2 | 1.36% | 35.5 | 50.00% | -3.10% | -50.00% | 0.00% | 0.00% | 45:37 | 44:10 | 44:10 | 47:03 | 47:03 | 47:03 | 02:53 | 02:08 |
 | Drum of Endurance | 2 | 1.36% | 32.3 | 50.00% | -3.10% | -50.00% | 0.00% | 0.00% | 23:55 | 23:17 | 23:17 | 24:32 | 24:32 | 24:32 | 01:15 | 00:55 |
 | Ring of Basilius | 2 | 1.36% | 29.0 | 50.00% | -3.10% | -50.00% | 0.00% | 0.00% | 07:33 | 01:35 | 01:35 | 13:30 | 13:30 | 13:30 | 11:55 | 08:49 |
 | Ring of Protection | 2 | 1.36% | 25.8 | 50.00% | -3.10% | +50.00% | 0.00% | 0.00% | 16:03 | -01:29 | -01:29 | 33:34 | 33:34 | 33:34 | 35:03 | 25:57 |
 | Aghanim's Shard | 5 | 3.40% | 22.6 | 20.00% | -34.23% | -20.00% | -20.00% | 0.00% | 41:33 | 24:39 | 24:39 | 38:18 | 47:11 | 60:22 | 22:32 | 16:41 |
 | Solar Crest | 1 | 0.68% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.68% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.68% | 12.9 | 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 |
 | Chainmail | 1 | 0.68% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 00:00 | 00:00 |
 | Buckler | 1 | 0.68% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Crown | 1 | 0.68% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:51 | 48:51 | 48:51 | 48:51 | 48:51 | 48:51 | 00:00 | 00:00 |