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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 | |
 | Power Treads | 14 | 77.78% | 100.0 | 64.29% | +39.29% | -14.29% | +2.38% | 8.62% | 08:18 | 04:23 | 07:08 | 07:47 | 09:04 | 16:11 | 01:56 | 01:25 |
 | Black King Bar | 14 | 77.78% | 97.6 | 64.29% | +39.29% | -14.29% | +2.38% | 5.59% | 23:33 | 18:52 | 21:20 | 21:58 | 24:19 | 35:44 | 02:59 | 02:12 |
 | Buckler | 5 | 27.78% | 95.1 | 80.00% | +33.85% | +20.00% | +20.00% | 0.00% | 30:47 | 28:21 | 28:21 | 29:17 | 31:59 | 35:18 | 03:38 | 02:41 |
 | Crown | 18 | 100.00% | 92.7 | 55.56% | +55.56% | +24.44% | -5.56% | -17.65% | 09:57 | 06:16 | 08:30 | 09:27 | 10:12 | 22:37 | 01:42 | 01:15 |
 | Boots of Speed | 18 | 100.00% | 90.2 | 55.56% | +55.56% | +24.44% | -30.56% | -22.76% | 05:04 | 02:01 | 04:00 | 04:41 | 06:25 | 08:56 | 02:25 | 01:47 |
 | Rod of Atos | 18 | 100.00% | 87.8 | 55.56% | +55.56% | -15.56% | -5.56% | 4.62% | 14:17 | 10:28 | 12:24 | 13:34 | 14:34 | 26:24 | 02:10 | 01:36 |
 | Ring of Protection | 15 | 83.33% | 85.4 | 53.33% | -13.34% | -28.33% | +21.67% | 8.77% | 11:10 | -01:29 | 03:17 | 07:13 | 08:59 | 31:59 | 05:42 | 04:13 |
 | Quelling Blade | 16 | 88.89% | 82.9 | 50.00% | -50.00% | -25.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bracer | 11 | 61.11% | 80.5 | 54.55% | -2.59% | -21.22% | +12.12% | 33.34% | 02:27 | 01:21 | 01:32 | 01:40 | 02:11 | 07:56 | 00:39 | 00:28 |
 | Magic Stick | 14 | 77.78% | 78.0 | 50.00% | -25.00% | -25.00% | +16.67% | 35.21% | 02:11 | -01:29 | -01:28 | 01:24 | 02:39 | 18:10 | 04:07 | 03:02 |
 | Assault Cuirass | 4 | 22.22% | 75.6 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 31:54 | 29:12 | 29:12 | 31:02 | 31:02 | 36:19 | 01:50 | 01:21 |
 | Skull Basher | 4 | 22.22% | 73.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 41:14 | 29:14 | 29:14 | 32:32 | 34:59 | 1:08:12 | 05:45 | 04:15 |
 | Soul Ring | 10 | 55.56% | 70.7 | 50.00% | -12.50% | +16.67% | 0.00% | -4.24% | 06:05 | 03:50 | 04:06 | 05:24 | 08:02 | 09:00 | 03:56 | 02:54 |
 | Magic Wand | 11 | 61.11% | 68.3 | 45.45% | -25.98% | +54.55% | -12.12% | -18.87% | 06:36 | 01:51 | 03:40 | 05:11 | 07:12 | 16:03 | 03:32 | 02:37 |
 | Bottle | 5 | 27.78% | 65.9 | 60.00% | +6.15% | +40.00% | -60.00% | -69.77% | 01:16 | 00:12 | 00:12 | 01:23 | 01:38 | 01:43 | 01:26 | 01:03 |
 | Ring of Health | 6 | 33.33% | 63.4 | 50.00% | -8.33% | 0.00% | +50.00% | 1.50% | 25:17 | 03:11 | 04:05 | 15:10 | 37:19 | 1:08:23 | 33:14 | 24:37 |
 | Vanguard | 3 | 16.67% | 61.0 | 66.67% | +13.34% | -66.67% | 0.00% | 1.08% | 30:20 | 06:44 | 06:44 | 15:54 | 1:08:23 | 1:08:23 | 1:01:39 | 45:40 |
 | Void Stone | 4 | 22.22% | 58.5 | 50.00% | -7.14% | -50.00% | +50.00% | 7.26% | 37:30 | 23:33 | 23:33 | 27:33 | 37:19 | 1:01:34 | 13:46 | 10:11 |
 | Abyssal Blade | 1 | 5.56% | 56.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:23 | 1:08:23 | 1:08:23 | 1:08:23 | 1:08:23 | 1:08:23 | 00:00 | 00:00 |
 | Octarine Core | 1 | 5.56% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 1:01:51 | 00:00 | 00:00 |
 | Maelstrom | 1 | 5.56% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.56% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 5.56% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.56% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Gleipnir | 1 | 5.56% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 40:19 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.56% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 5.56% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.56% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Javelin | 1 | 5.56% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 00:00 | 00:00 |
 | Aether Lens | 2 | 11.11% | 29.3 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 44:42 | 27:33 | 27:33 | 1:01:51 | 1:01:51 | 1:01:51 | 34:18 | 25:24 |
 | Crimson Guard | 2 | 11.11% | 26.8 | 50.00% | -6.25% | +50.00% | 0.00% | 0.00% | 20:51 | 19:43 | 19:43 | 21:58 | 21:58 | 21:58 | 02:15 | 01:40 |
 | Helm of Iron Will | 2 | 11.11% | 24.4 | 50.00% | -6.25% | +50.00% | 0.00% | 0.00% | 18:44 | 18:23 | 18:23 | 19:05 | 19:05 | 19:05 | 00:42 | 00:31 |
 | Chainmail | 3 | 16.67% | 22.0 | 33.33% | -26.67% | -33.33% | 0.00% | 2.01% | 18:10 | 08:18 | 08:18 | 21:21 | 24:51 | 24:51 | 16:33 | 12:15 |
 | Phase Boots | 3 | 16.67% | 19.5 | 33.33% | -26.67% | -33.33% | 0.00% | 2.26% | 18:58 | 10:07 | 10:07 | 21:56 | 24:51 | 24:51 | 14:44 | 10:54 |
 | Hood of Defiance | 2 | 11.11% | 17.1 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 14:39 | 13:52 | 13:52 | 15:25 | 15:25 | 15:25 | 01:33 | 01:08 |
 | Sange | 1 | 5.56% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 11.11% | 12.2 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 19:16 | 17:49 | 17:49 | 20:42 | 20:42 | 20:42 | 02:53 | 02:08 |
 | Heaven's Halberd | 1 | 5.56% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 5.56% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 5.56% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Headdress | 2 | 11.11% | 2.4 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 19:04 | 17:26 | 17:26 | 20:42 | 20:42 | 20:42 | 03:16 | 02:25 |