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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 | 20 | 35.09% | 100.0 | 65.00% | +32.57% | -5.00% | +15.00% | 5.36% | 23:20 | 16:54 | 20:45 | 23:39 | 24:29 | 32:37 | 03:44 | 02:45 |
 | Void Stone | 39 | 68.42% | 97.2 | 56.41% | +39.74% | -6.41% | +3.59% | 1.64% | 16:47 | 10:19 | 13:23 | 15:35 | 19:29 | 28:57 | 06:06 | 04:31 |
 | Fluffy Hat | 34 | 59.65% | 94.4 | 55.88% | +29.79% | -11.44% | +6.62% | 4.73% | 11:52 | 02:11 | 09:48 | 11:40 | 13:37 | 22:02 | 03:49 | 02:49 |
 | Pavise | 26 | 45.61% | 91.7 | 57.69% | +25.43% | -14.83% | +8.98% | 7.11% | 15:55 | 11:07 | 13:54 | 15:36 | 17:15 | 23:49 | 03:21 | 02:28 |
 | Ring of Protection | 27 | 47.37% | 88.9 | 55.56% | +22.23% | -12.70% | +1.58% | 3.68% | 12:55 | 07:13 | 10:22 | 12:25 | 14:15 | 20:24 | 03:53 | 02:52 |
 | Arcane Boots | 39 | 68.42% | 86.1 | 48.72% | +15.39% | +1.28% | +1.28% | 0.00% | 16:06 | 09:23 | 11:37 | 13:47 | 18:36 | 38:43 | 06:59 | 05:10 |
 | Magic Wand | 56 | 98.25% | 83.3 | 44.64% | +44.64% | +5.36% | -8.93% | -2.76% | 08:06 | 00:50 | 05:04 | 07:56 | 10:15 | 16:44 | 05:11 | 03:50 |
 | Boots of Speed | 57 | 100.00% | 80.6 | 43.86% | +43.86% | +13.28% | -8.15% | -9.60% | 06:50 | 02:01 | 05:41 | 06:34 | 07:55 | 11:03 | 02:14 | 01:39 |
 | Magic Stick | 57 | 100.00% | 77.8 | 43.86% | +43.86% | +6.14% | -8.15% | -9.32% | 01:37 | -01:29 | -01:29 | 01:18 | 03:01 | 08:44 | 04:30 | 03:20 |
 | Blink Dagger | 16 | 28.07% | 75.0 | 56.25% | +17.23% | -6.25% | +18.75% | 2.14% | 32:08 | 21:09 | 26:22 | 31:14 | 38:04 | 40:45 | 11:42 | 08:40 |
 | Headdress | 5 | 8.77% | 72.2 | 80.00% | +39.62% | -80.00% | +20.00% | 5.98% | 24:46 | 14:12 | 14:12 | 26:02 | 30:56 | 33:55 | 16:44 | 12:23 |
 | Mekansm | 4 | 7.02% | 69.4 | 75.00% | +33.49% | -75.00% | +25.00% | 0.00% | 25:13 | 18:07 | 18:07 | 23:49 | 28:01 | 30:56 | 09:54 | 07:20 |
 | Guardian Greaves | 2 | 3.51% | 66.7 | 100.00% | +58.18% | 0.00% | 0.00% | 0.00% | 36:15 | 30:26 | 30:26 | 42:03 | 42:03 | 42:03 | 11:37 | 08:36 |
 | Buckler | 2 | 3.51% | 63.9 | 100.00% | +58.18% | 0.00% | 0.00% | 0.00% | 31:29 | 25:37 | 25:37 | 37:21 | 37:21 | 37:21 | 11:44 | 08:41 |
 | Chainmail | 7 | 12.28% | 61.1 | 57.14% | +15.14% | -57.14% | +42.86% | 10.85% | 22:03 | 14:14 | 15:14 | 22:24 | 24:27 | 30:56 | 09:13 | 06:49 |
 | Wind Lace | 28 | 49.12% | 58.3 | 35.71% | -16.01% | -7.14% | +21.43% | 1.72% | 13:55 | -01:29 | 05:10 | 11:13 | 21:46 | 30:23 | 16:36 | 12:17 |
 | Tranquil Boots | 12 | 21.05% | 55.6 | 41.67% | -2.77% | -8.34% | -8.34% | 0.00% | 24:14 | 10:39 | 21:37 | 24:04 | 26:15 | 34:43 | 04:38 | 03:25 |
 | Glimmer Cape | 13 | 22.81% | 52.8 | 30.77% | -16.96% | +2.56% | -30.77% | -3.70% | 28:53 | 21:48 | 22:51 | 28:50 | 31:52 | 38:51 | 09:01 | 06:40 |
 | Ghost Scepter | 14 | 24.56% | 50.0 | 28.57% | -20.27% | +21.43% | -28.57% | -4.71% | 30:10 | 19:39 | 24:27 | 28:29 | 35:04 | 44:32 | 10:37 | 07:51 |
 | Aeon Disk | 4 | 7.02% | 47.2 | 50.00% | +6.60% | -50.00% | -50.00% | 0.00% | 43:17 | 26:45 | 26:45 | 37:49 | 51:07 | 57:28 | 24:22 | 18:02 |
 | Diadem | 1 | 1.75% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 33:55 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.75% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.75% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 1 | 1.75% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 50:41 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.75% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.75% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 |
 | Force Staff | 7 | 12.28% | 27.8 | 28.57% | -17.43% | +21.43% | -28.57% | -22.39% | 25:30 | 20:10 | 22:10 | 24:01 | 24:24 | 32:15 | 02:14 | 01:39 |
 | Solar Crest | 3 | 5.26% | 25.0 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 27:15 | 19:54 | 19:54 | 30:28 | 31:23 | 31:23 | 11:29 | 08:30 |
 | Medallion of Courage | 3 | 5.26% | 22.2 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 21:05 | 15:15 | 15:15 | 23:32 | 24:27 | 24:27 | 09:12 | 06:48 |
 | Blight Stone | 3 | 5.26% | 19.4 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 20:56 | 15:15 | 15:15 | 23:05 | 24:27 | 24:27 | 09:12 | 06:48 |
 | Crown | 3 | 5.26% | 16.7 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 22:49 | 09:35 | 09:35 | 28:28 | 30:23 | 30:23 | 20:48 | 15:24 |
 | Aghanim's Shard | 5 | 8.77% | 13.9 | 20.00% | -26.15% | -20.00% | -20.00% | 0.00% | 36:19 | 24:46 | 24:46 | 37:24 | 44:13 | 45:57 | 19:27 | 14:24 |
 | Ring of Health | 2 | 3.51% | 11.1 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 36:22 | 19:28 | 19:28 | 53:15 | 53:15 | 53:15 | 33:47 | 25:01 |
 | Octarine Core | 1 | 1.75% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:16 | 53:16 | 53:16 | 53:16 | 53:16 | 53:16 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.75% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.75% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |