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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 | 21 | 36.21% | 100.0 | 80.95% | +24.19% | -0.95% | -20.95% | -0.95% | 27:04 | 09:40 | 16:13 | 28:08 | 37:19 | 44:07 | 21:06 | 15:37 |
 | Aether Lens | 23 | 39.66% | 97.1 | 78.26% | +21.12% | +21.74% | -28.26% | -9.90% | 31:05 | 23:29 | 25:31 | 27:26 | 30:34 | 1:15:06 | 05:03 | 03:44 |
 | Wind Lace | 34 | 58.62% | 94.3 | 73.53% | +19.36% | -6.86% | +13.97% | 1.91% | 17:55 | -01:29 | 11:20 | 15:40 | 22:16 | 43:41 | 10:56 | 08:05 |
 | Aghanim's Shard | 58 | 100.00% | 91.4 | 65.52% | +65.52% | -18.85% | -1.23% | 17.62% | 15:27 | 15:00 | 15:01 | 15:12 | 15:36 | 18:06 | 00:35 | 00:25 |
 | Boots of Speed | 58 | 100.00% | 88.6 | 65.52% | +65.52% | +7.81% | -8.38% | -5.22% | 06:09 | -01:29 | 04:49 | 06:12 | 07:55 | 10:05 | 03:06 | 02:17 |
 | Void Stone | 33 | 56.90% | 85.7 | 69.70% | +9.70% | +5.30% | -19.70% | -1.95% | 30:27 | 20:48 | 23:18 | 27:17 | 36:08 | 1:07:26 | 12:50 | 09:30 |
 | Magic Wand | 52 | 89.66% | 82.9 | 65.38% | -1.29% | +11.54% | -19.23% | -3.53% | 10:25 | 02:05 | 06:18 | 09:40 | 15:01 | 22:29 | 08:43 | 06:27 |
 | Magic Stick | 56 | 96.55% | 80.0 | 64.29% | -35.71% | 0.00% | -21.43% | -3.68% | 04:06 | -01:29 | -01:25 | 02:54 | 07:14 | 17:18 | 08:39 | 06:24 |
 | Fluffy Hat | 34 | 58.62% | 77.1 | 67.65% | +5.15% | +10.13% | -5.15% | -1.55% | 24:05 | 15:32 | 18:47 | 21:30 | 28:38 | 42:55 | 09:51 | 07:17 |
 | Drum of Endurance | 5 | 8.62% | 74.3 | 100.00% | +37.74% | 0.00% | 0.00% | 0.00% | 28:39 | 23:51 | 23:51 | 25:05 | 26:38 | 43:17 | 02:47 | 02:03 |
 | Force Staff | 24 | 41.38% | 71.4 | 70.83% | +9.07% | +29.17% | -20.83% | -10.07% | 33:28 | 23:25 | 30:21 | 32:56 | 35:19 | 45:32 | 04:58 | 03:40 |
 | Arcane Boots | 40 | 68.97% | 68.6 | 65.00% | -1.67% | -15.00% | +15.00% | 12.24% | 20:19 | 10:33 | 18:34 | 20:01 | 21:01 | 38:04 | 02:27 | 01:48 |
 | Blink Dagger | 7 | 12.07% | 65.7 | 85.71% | +22.96% | +14.29% | +14.29% | 0.00% | 35:25 | 26:38 | 31:30 | 36:14 | 37:48 | 43:07 | 06:18 | 04:40 |
 | Quelling Blade | 9 | 15.52% | 62.9 | 77.78% | +14.51% | +22.22% | +22.22% | 0.00% | 07:10 | -01:29 | -01:29 | -01:29 | 17:59 | 28:28 | 19:28 | 14:25 |
 | Orb of Venom | 28 | 48.28% | 60.0 | 57.14% | -16.19% | 0.00% | -14.28% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -00:54 | 00:00 | 00:00 |
 | Boots of Bearing | 3 | 5.17% | 57.1 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 41:57 | 29:15 | 29:15 | 47:06 | 49:29 | 49:29 | 20:14 | 14:59 |
 | Aeon Disk | 4 | 6.90% | 54.3 | 75.00% | +10.19% | +25.00% | +25.00% | 0.00% | 38:35 | 32:42 | 32:42 | 37:21 | 38:11 | 46:06 | 05:29 | 04:03 |
 | Octarine Core | 2 | 3.45% | 51.4 | 100.00% | +35.71% | 0.00% | 0.00% | 0.00% | 49:24 | 44:37 | 44:37 | 54:11 | 54:11 | 54:11 | 09:34 | 07:05 |
 | Eul's Scepter of Divinity | 5 | 8.62% | 48.6 | 60.00% | -6.04% | -60.00% | +40.00% | 6.70% | 37:37 | 27:10 | 27:10 | 36:40 | 42:05 | 52:00 | 14:55 | 11:02 |
 | Ring of Health | 6 | 10.34% | 45.7 | 50.00% | -17.31% | 0.00% | -50.00% | -9.40% | 39:02 | 28:22 | 30:49 | 35:37 | 36:08 | 1:07:26 | 05:19 | 03:56 |
 | Ring of Protection | 3 | 5.17% | 42.9 | 66.67% | +1.22% | +33.33% | 0.00% | 0.00% | 22:42 | 19:58 | 19:58 | 23:44 | 24:25 | 24:25 | 04:27 | 03:17 |
 | Lotus Orb | 4 | 6.90% | 40.0 | 50.00% | -16.67% | -50.00% | -50.00% | 0.00% | 35:25 | 31:45 | 31:45 | 35:57 | 36:46 | 37:12 | 05:01 | 03:42 |
 | Urn of Shadows | 1 | 1.72% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.72% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:01 | 10:01 | 10:01 | 10:01 | 10:01 | 10:01 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 1.72% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 00:00 | 00:00 |
 | Headdress | 1 | 1.72% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 32:06 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.72% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.72% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 34:25 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.72% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 32:05 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 3.45% | 17.1 | 50.00% | -16.07% | +50.00% | 0.00% | 0.00% | 31:14 | 28:51 | 28:51 | 33:36 | 33:36 | 33:36 | 04:45 | 03:31 |
 | Buckler | 2 | 3.45% | 14.3 | 50.00% | -16.07% | +50.00% | 0.00% | 0.00% | 24:05 | 23:44 | 23:44 | 24:26 | 24:26 | 24:26 | 00:42 | 00:31 |
 | Morbid Mask | 2 | 3.45% | 11.4 | 50.00% | -16.07% | +50.00% | 0.00% | 0.00% | 30:42 | 28:23 | 28:23 | 33:00 | 33:00 | 33:00 | 04:37 | 03:25 |
 | Ring of Basilius | 2 | 3.45% | 8.6 | 50.00% | -16.07% | +50.00% | 0.00% | 0.00% | 21:59 | 19:32 | 19:32 | 24:26 | 24:26 | 24:26 | 04:54 | 03:37 |
 | Wraith Band | 2 | 3.45% | 5.7 | 50.00% | -16.07% | -50.00% | 0.00% | 0.00% | 33:40 | 26:22 | 26:22 | 40:57 | 40:57 | 40:57 | 14:35 | 10:48 |
 | Linken's Sphere | 1 | 1.72% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 1:07:26 | 00:00 | 00:00 |