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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 | 27 | 51.92% | 100.0 | 81.48% | +29.48% | +4.23% | -10.05% | -1.33% | 30:52 | 18:44 | 24:01 | 29:09 | 34:47 | 59:17 | 10:46 | 07:58 |
 | Aether Lens | 24 | 46.15% | 97.1 | 79.17% | +22.03% | +4.16% | -12.50% | -1.65% | 33:13 | 21:52 | 26:58 | 30:42 | 37:02 | 59:17 | 10:04 | 07:27 |
 | Arcane Boots | 39 | 75.00% | 94.1 | 71.79% | +17.94% | +8.21% | +8.21% | 0.00% | 20:18 | 06:27 | 18:58 | 20:06 | 22:11 | 37:48 | 03:13 | 02:22 |
 | Aghanim's Shard | 50 | 96.15% | 91.2 | 68.00% | +18.00% | +8.92% | -9.67% | -18.59% | 15:22 | 15:00 | 15:01 | 15:02 | 15:36 | 18:02 | 00:35 | 00:25 |
 | Boots of Speed | 52 | 100.00% | 88.2 | 67.31% | +67.31% | -5.77% | -5.77% | 0.00% | 05:44 | -01:29 | 04:42 | 06:03 | 07:31 | 11:27 | 02:49 | 02:05 |
 | Wind Lace | 29 | 55.77% | 85.3 | 72.41% | +11.54% | +13.30% | -0.98% | -1.66% | 19:45 | 04:16 | 15:02 | 18:11 | 23:39 | 47:14 | 08:37 | 06:22 |
 | Magic Wand | 39 | 75.00% | 82.4 | 69.23% | +7.69% | +0.77% | -9.23% | -0.97% | 11:38 | 01:58 | 06:33 | 09:53 | 16:54 | 28:43 | 10:21 | 07:40 |
 | Magic Stick | 46 | 88.46% | 79.4 | 67.39% | +0.72% | -9.06% | -21.94% | -2.12% | 04:55 | -01:29 | -01:29 | 02:22 | 07:33 | 18:09 | 09:02 | 06:41 |
 | Blink Dagger | 8 | 15.38% | 76.5 | 87.50% | +23.86% | +12.50% | +12.50% | 0.00% | 43:13 | 22:44 | 30:53 | 42:23 | 44:22 | 1:06:52 | 13:29 | 09:59 |
 | Force Staff | 13 | 25.00% | 73.5 | 76.92% | +12.82% | +23.08% | +23.08% | 0.00% | 32:34 | 24:55 | 28:31 | 31:47 | 34:49 | 39:46 | 06:18 | 04:40 |
 | Orb of Venom | 25 | 48.08% | 70.6 | 68.00% | +1.33% | -1.33% | -1.33% | 0.00% | -00:10 | -01:29 | -01:29 | -01:29 | -01:29 | 18:27 | 00:00 | 00:00 |
 | Tranquil Boots | 14 | 26.92% | 67.6 | 71.43% | +5.64% | +3.57% | +28.57% | 2.40% | 24:33 | 07:02 | 17:37 | 24:32 | 28:02 | 47:47 | 10:25 | 07:42 |
 | Fluffy Hat | 19 | 36.54% | 64.7 | 63.16% | -6.54% | -3.16% | +16.84% | 1.65% | 23:35 | 03:47 | 16:24 | 24:54 | 28:31 | 39:46 | 12:07 | 08:58 |
 | Quelling Blade | 6 | 11.54% | 61.8 | 83.33% | +18.11% | -33.33% | +16.67% | 4.23% | 05:18 | -01:29 | -01:29 | -01:29 | 13:19 | 16:01 | 14:48 | 10:57 |
 | Ring of Health | 4 | 7.69% | 58.8 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 29:32 | 22:45 | 22:45 | 27:04 | 31:54 | 36:23 | 09:09 | 06:46 |
 | Octarine Core | 2 | 3.85% | 55.9 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 54:33 | 47:46 | 47:46 | 1:01:20 | 1:01:20 | 1:01:20 | 13:34 | 10:02 |
 | Lotus Orb | 2 | 3.85% | 52.9 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 35:46 | 33:25 | 33:25 | 38:06 | 38:06 | 38:06 | 04:41 | 03:28 |
 | Eul's Scepter of Divinity | 2 | 3.85% | 50.0 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 38:47 | 36:20 | 36:20 | 41:13 | 41:13 | 41:13 | 04:53 | 03:37 |
 | Ring of Protection | 3 | 5.77% | 47.1 | 66.67% | -0.68% | +33.33% | 0.00% | -1.47% | 12:40 | 02:12 | 02:12 | 10:55 | 24:54 | 24:54 | 22:42 | 16:48 |
 | Wraith Band | 4 | 7.69% | 44.1 | 50.00% | -18.75% | -50.00% | +50.00% | 4.31% | 17:35 | 01:20 | 01:20 | 17:14 | 24:33 | 27:12 | 23:13 | 17:11 |
 | Chainmail | 1 | 1.92% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 1.92% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Headdress | 1 | 1.92% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Buckler | 1 | 1.92% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.92% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.92% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 22:27 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.92% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 03:21 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.92% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:23 | 50:23 | 50:23 | 50:23 | 50:23 | 50:23 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.92% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 04:56 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.92% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 34:33 | 00:00 | 00:00 |
 | Power Treads | 2 | 3.85% | 11.8 | 50.00% | -18.00% | +50.00% | 0.00% | 0.00% | 30:03 | 26:44 | 26:44 | 33:21 | 33:21 | 33:21 | 06:37 | 04:54 |
 | Urn of Shadows | 2 | 3.85% | 8.8 | 50.00% | -18.00% | +50.00% | 0.00% | 0.00% | 07:53 | 04:50 | 04:50 | 10:55 | 10:55 | 10:55 | 06:05 | 04:30 |
 | Hood of Defiance | 1 | 1.92% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.92% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |