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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 | 32 | 34.78% | 100.0 | 71.88% | +20.21% | +15.62% | -21.88% | -1.78% | 26:03 | 09:40 | 16:13 | 21:59 | 37:19 | 44:07 | 21:06 | 15:37 |
 | Void Stone | 51 | 55.43% | 97.6 | 64.71% | +13.49% | +12.21% | -18.56% | -2.81% | 29:50 | 17:29 | 23:25 | 28:15 | 34:21 | 1:07:26 | 10:56 | 08:05 |
 | Wind Lace | 54 | 58.70% | 95.1 | 62.96% | +10.33% | -12.96% | +21.66% | 3.59% | 15:37 | -01:29 | 09:18 | 15:04 | 18:56 | 43:41 | 09:38 | 07:08 |
 | Magic Wand | 84 | 91.30% | 92.7 | 59.52% | +9.52% | +11.91% | -16.66% | -3.22% | 10:15 | 02:05 | 06:08 | 09:03 | 15:01 | 22:29 | 08:53 | 06:34 |
 | Blink Dagger | 11 | 11.96% | 90.2 | 81.82% | +26.26% | -15.15% | +18.18% | 5.29% | 36:14 | 26:38 | 31:30 | 35:03 | 37:48 | 50:52 | 06:18 | 04:40 |
 | Aghanim's Shard | 92 | 100.00% | 87.8 | 58.70% | +58.70% | -6.53% | -10.87% | -4.34% | 15:30 | 15:00 | 15:01 | 15:05 | 15:36 | 18:59 | 00:35 | 00:25 |
 | Boots of Speed | 92 | 100.00% | 85.4 | 58.70% | +58.70% | -6.53% | -6.53% | 0.00% | 06:06 | -01:30 | 04:42 | 06:09 | 07:57 | 15:57 | 03:15 | 02:24 |
 | Magic Stick | 90 | 97.83% | 82.9 | 57.78% | -42.22% | -1.26% | -12.33% | -2.36% | 02:59 | -01:29 | -01:29 | 01:59 | 06:11 | 17:18 | 07:40 | 05:40 |
 | Force Staff | 32 | 34.78% | 80.5 | 65.63% | +10.63% | +21.87% | -28.13% | -8.02% | 34:26 | 23:25 | 31:16 | 33:56 | 37:30 | 46:48 | 06:14 | 04:37 |
 | Fluffy Hat | 49 | 53.26% | 78.0 | 61.22% | +5.41% | +5.45% | -11.22% | -1.69% | 23:52 | 08:07 | 18:22 | 21:45 | 28:13 | 42:55 | 09:51 | 07:17 |
 | Aether Lens | 38 | 41.30% | 75.6 | 63.16% | +7.60% | +26.84% | -7.60% | -3.72% | 31:20 | 21:58 | 25:45 | 28:28 | 35:00 | 1:15:06 | 09:15 | 06:51 |
 | Arcane Boots | 67 | 72.83% | 73.2 | 56.72% | -7.28% | -3.78% | -3.78% | 0.00% | 20:36 | 08:16 | 18:42 | 20:17 | 22:01 | 38:04 | 03:19 | 02:27 |
 | Drum of Endurance | 7 | 7.61% | 70.7 | 85.71% | +29.24% | +14.29% | -35.71% | -18.07% | 29:21 | 23:51 | 23:52 | 25:05 | 26:38 | 43:17 | 02:46 | 02:02 |
 | Orb of Venom | 44 | 47.83% | 68.3 | 54.55% | -7.95% | -9.10% | -9.10% | 0.00% | -01:04 | -01:30 | -01:29 | -01:29 | -01:28 | 02:44 | 00:01 | 00:00 |
 | Eul's Scepter of Divinity | 10 | 10.87% | 65.9 | 70.00% | +12.68% | -3.33% | -20.00% | -1.21% | 35:50 | 22:57 | 28:15 | 34:16 | 42:05 | 52:00 | 13:50 | 10:14 |
 | Quelling Blade | 18 | 19.57% | 63.4 | 55.56% | -3.90% | +44.44% | -5.56% | -2.92% | 10:50 | -01:29 | -01:29 | -01:29 | 18:36 | 43:48 | 20:05 | 14:52 |
 | Boots of Bearing | 3 | 3.26% | 61.0 | 100.00% | +42.70% | 0.00% | 0.00% | 0.00% | 41:57 | 29:15 | 29:15 | 47:06 | 49:29 | 49:29 | 20:14 | 14:59 |
 | Ring of Protection | 5 | 5.43% | 58.5 | 80.00% | +22.53% | +20.00% | -80.00% | -26.55% | 22:45 | 19:58 | 19:58 | 23:42 | 23:44 | 24:25 | 03:46 | 02:47 |
 | Ring of Health | 10 | 10.87% | 56.1 | 60.00% | +1.46% | +6.67% | -60.00% | -9.03% | 34:50 | 22:39 | 28:28 | 30:57 | 35:51 | 1:07:26 | 07:23 | 05:28 |
 | Aeon Disk | 6 | 6.52% | 53.7 | 66.67% | +8.53% | -16.67% | +33.33% | 4.34% | 39:51 | 32:42 | 34:34 | 37:21 | 46:06 | 50:09 | 11:32 | 08:32 |
 | Lotus Orb | 6 | 6.52% | 51.2 | 66.67% | +8.53% | -16.67% | -66.67% | -9.97% | 34:13 | 31:16 | 31:45 | 32:22 | 36:46 | 37:12 | 05:01 | 03:42 |
 | Buckler | 4 | 4.35% | 48.8 | 75.00% | +17.05% | +25.00% | -75.00% | 0.00% | 24:03 | 23:42 | 23:42 | 23:44 | 24:18 | 24:26 | 00:36 | 00:26 |
 | Octarine Core | 2 | 2.17% | 46.3 | 100.00% | +42.22% | 0.00% | 0.00% | 0.00% | 49:24 | 44:37 | 44:37 | 54:11 | 54:11 | 54:11 | 09:34 | 07:05 |
 | Boots of Travel | 2 | 2.17% | 43.9 | 100.00% | +42.22% | 0.00% | 0.00% | 0.00% | 1:05:31 | 1:03:13 | 1:03:13 | 1:07:49 | 1:07:49 | 1:07:49 | 04:36 | 03:24 |
 | Ring of Basilius | 3 | 3.26% | 41.5 | 66.67% | +8.24% | +33.33% | 0.00% | 0.00% | 22:33 | 19:32 | 19:32 | 23:42 | 24:26 | 24:26 | 04:54 | 03:37 |
 | Morbid Mask | 3 | 3.26% | 39.0 | 66.67% | +8.24% | +33.33% | 0.00% | 0.00% | 28:22 | 23:42 | 23:42 | 28:23 | 33:00 | 33:00 | 09:18 | 06:53 |
 | Headdress | 3 | 3.26% | 36.6 | 66.67% | +8.24% | +33.33% | 0.00% | 0.00% | 27:55 | 14:02 | 14:02 | 32:06 | 37:38 | 37:38 | 23:36 | 17:28 |
 | Vladmir's Offering | 3 | 3.26% | 34.1 | 66.67% | +8.24% | +33.33% | 0.00% | 0.00% | 28:44 | 23:44 | 23:44 | 28:51 | 33:36 | 33:36 | 09:52 | 07:18 |
 | Mekansm | 1 | 1.09% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Sange | 1 | 1.09% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.09% | 26.8 | 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 |
 | Guardian Greaves | 1 | 1.09% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 28:44 | 00:00 | 00:00 |
 | Chainmail | 1 | 1.09% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 19:17 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.09% | 19.5 | 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 |
 | Wraith Pact | 1 | 1.09% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.09% | 14.6 | 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 |
 | Pipe of Insight | 2 | 2.17% | 12.2 | 50.00% | -8.89% | +50.00% | 0.00% | 0.00% | 36:47 | 33:20 | 33:20 | 40:14 | 40:14 | 40:14 | 06:54 | 05:06 |
 | Hood of Defiance | 2 | 2.17% | 9.8 | 50.00% | -8.89% | -50.00% | 0.00% | 0.00% | 30:22 | 28:38 | 28:38 | 32:05 | 32:05 | 32:05 | 03:27 | 02:33 |
 | Wraith Band | 3 | 3.26% | 7.3 | 33.33% | -26.22% | -33.33% | 0.00% | 0.00% | 21:57 | -01:29 | -01:29 | 26:22 | 40:57 | 40:57 | 42:26 | 31:25 |
 | Linken's Sphere | 1 | 1.09% | 4.9 | 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 |
 | Helm of Iron Will | 1 | 1.09% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |