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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 | |
 | Orb of Venom | 20 | 74.07% | 100.0 | 50.00% | +35.71% | +10.00% | -10.00% | -7.64% | 07:15 | 04:06 | 04:47 | 05:45 | 07:24 | 15:38 | 02:37 | 01:56 |
 | Fluffy Hat | 20 | 74.07% | 98.0 | 50.00% | +35.71% | +10.00% | -10.00% | -8.82% | 07:23 | 04:12 | 05:08 | 06:15 | 07:24 | 15:38 | 02:16 | 01:40 |
 | Orb of Corrosion | 20 | 74.07% | 95.9 | 50.00% | +35.71% | +10.00% | -10.00% | -9.02% | 07:56 | 04:56 | 05:52 | 06:37 | 08:05 | 15:39 | 02:13 | 01:38 |
 | Blink Dagger | 23 | 85.19% | 93.9 | 47.83% | +47.83% | -14.50% | +2.17% | 1.89% | 22:22 | 15:08 | 17:03 | 18:35 | 25:53 | 37:31 | 08:50 | 06:32 |
 | Skull Basher | 18 | 66.67% | 91.8 | 50.00% | +27.78% | +50.00% | -25.00% | -5.80% | 31:32 | 20:57 | 24:23 | 29:12 | 37:19 | 44:27 | 12:56 | 09:34 |
 | Magic Stick | 24 | 88.89% | 89.8 | 45.83% | +45.83% | +4.17% | +4.17% | 0.00% | 02:19 | -01:29 | 01:30 | 02:33 | 03:08 | 07:24 | 01:38 | 01:12 |
 | Blight Stone | 24 | 88.89% | 87.8 | 45.83% | +45.83% | -12.50% | +20.84% | 24.10% | 03:23 | 01:05 | 02:37 | 03:24 | 04:00 | 05:41 | 01:23 | 01:01 |
 | Magic Wand | 25 | 92.59% | 85.7 | 44.00% | +44.00% | -10.67% | +22.67% | 11.43% | 04:17 | -01:29 | 03:07 | 04:39 | 06:02 | 08:42 | 02:55 | 02:09 |
 | Bottle | 23 | 85.19% | 83.7 | 43.48% | +18.48% | -10.15% | +23.19% | 33.34% | 02:00 | 00:16 | 01:18 | 01:43 | 02:07 | 05:05 | 00:49 | 00:36 |
 | Boots of Speed | 27 | 100.00% | 81.6 | 40.74% | +40.74% | +2.12% | +16.40% | 6.59% | 05:10 | -01:29 | 04:07 | 05:40 | 06:17 | 09:17 | 02:10 | 01:36 |
 | Diffusal Blade | 24 | 88.89% | 79.6 | 41.67% | +8.34% | -8.34% | +8.33% | 16.40% | 13:43 | 11:42 | 13:04 | 13:26 | 14:05 | 16:45 | 01:01 | 00:45 |
 | Arcane Boots | 19 | 70.37% | 77.6 | 36.84% | -13.16% | -36.84% | +23.16% | 37.11% | 09:12 | 05:15 | 07:00 | 07:59 | 08:37 | 22:38 | 01:37 | 01:11 |
 | Quelling Blade | 8 | 29.63% | 75.5 | 50.00% | +13.16% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Power Treads | 6 | 22.22% | 73.5 | 50.00% | +11.90% | -50.00% | +50.00% | 15.38% | 13:51 | 09:00 | 09:28 | 09:44 | 15:58 | 25:13 | 06:30 | 04:48 |
 | Bracer | 6 | 22.22% | 71.4 | 50.00% | +11.90% | -50.00% | -50.00% | 0.00% | 06:54 | 03:10 | 05:11 | 07:46 | 07:58 | 09:25 | 02:47 | 02:03 |
 | Aghanim's Shard | 10 | 37.04% | 69.4 | 40.00% | -1.18% | +26.67% | +10.00% | -2.37% | 27:43 | 15:49 | 23:24 | 25:50 | 30:26 | 47:35 | 07:02 | 05:12 |
 | Void Stone | 3 | 11.11% | 67.3 | 66.67% | +29.17% | -66.67% | 0.00% | 5.20% | 31:40 | 26:46 | 26:46 | 28:37 | 39:36 | 39:36 | 12:50 | 09:30 |
 | Linken's Sphere | 7 | 25.93% | 65.3 | 42.86% | +2.86% | -42.86% | +7.14% | 30.93% | 24:32 | 20:43 | 22:01 | 22:44 | 23:38 | 30:59 | 01:37 | 01:11 |
 | Cornucopia | 8 | 29.63% | 63.3 | 37.50% | -4.61% | -37.50% | -37.50% | 0.00% | 26:35 | 20:15 | 20:43 | 22:29 | 29:09 | 43:52 | 08:26 | 06:14 |
 | Aghanim's Scepter | 15 | 55.56% | 61.2 | 26.67% | -31.66% | -1.67% | -1.67% | 0.00% | 27:36 | 20:45 | 23:11 | 25:09 | 32:37 | 38:25 | 09:26 | 06:59 |
 | Manta Style | 1 | 3.70% | 59.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.70% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 3.70% | 55.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |
 | Octarine Core | 1 | 3.70% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 3.70% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 47:22 | 00:00 | 00:00 |
 | Yasha | 1 | 3.70% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 3.70% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 16:15 | 00:00 | 00:00 |
 | Abyssal Blade | 5 | 18.52% | 44.9 | 40.00% | -0.91% | -40.00% | +60.00% | 4.76% | 45:58 | 33:22 | 33:22 | 43:56 | 54:22 | 55:06 | 21:00 | 15:33 |
 | Ring of Health | 8 | 29.63% | 42.9 | 25.00% | -22.37% | -25.00% | +25.00% | 1.22% | 22:57 | 02:02 | 02:03 | 02:40 | 43:02 | 54:14 | 40:59 | 30:21 |
 | Wraith Band | 2 | 7.41% | 40.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 06:31 | 03:34 | 03:34 | 09:28 | 09:28 | 09:28 | 05:54 | 04:22 |
 | Lotus Orb | 2 | 7.41% | 38.8 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 32:58 | 32:16 | 32:16 | 33:40 | 33:40 | 33:40 | 01:24 | 01:02 |
 | Headdress | 3 | 11.11% | 36.7 | 33.33% | -8.34% | +66.67% | 0.00% | -8.81% | 16:55 | 12:31 | 12:31 | 18:09 | 20:05 | 20:05 | 07:34 | 05:36 |
 | Vanguard | 7 | 25.93% | 34.7 | 14.29% | -35.71% | -14.29% | +35.71% | 1.40% | 28:04 | 04:20 | 07:25 | 33:22 | 43:02 | 54:14 | 35:37 | 26:22 |
 | Crimson Guard | 2 | 7.41% | 32.7 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 14:42 | 14:01 | 14:01 | 15:22 | 15:22 | 15:22 | 01:21 | 01:00 |
 | Helm of Iron Will | 2 | 7.41% | 30.6 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 11:06 | 10:40 | 10:40 | 11:31 | 11:31 | 11:31 | 00:51 | 00:37 |
 | Refresher Orb | 1 | 3.70% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |
 | Javelin | 1 | 3.70% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 7.41% | 24.5 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 25:36 | 21:34 | 21:34 | 29:38 | 29:38 | 29:38 | 08:04 | 05:58 |
 | Black King Bar | 1 | 3.70% | 22.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 7.41% | 20.4 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 51:22 | 39:04 | 39:04 | 1:03:40 | 1:03:40 | 1:03:40 | 24:36 | 18:13 |
 | Buckler | 2 | 7.41% | 18.4 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 26:16 | 22:54 | 22:54 | 29:38 | 29:38 | 29:38 | 06:44 | 04:59 |
 | Boots of Travel | 2 | 7.41% | 16.3 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 42:35 | 34:01 | 34:01 | 51:08 | 51:08 | 51:08 | 17:07 | 12:40 |
 | Shiva's Guard | 2 | 7.41% | 14.3 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 37:22 | 34:17 | 34:17 | 40:27 | 40:27 | 40:27 | 06:10 | 04:34 |
 | Sange | 2 | 7.41% | 12.2 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 22:01 | 21:30 | 21:30 | 22:31 | 22:31 | 22:31 | 01:01 | 00:45 |
 | Chainmail | 2 | 7.41% | 10.2 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 18:39 | 18:03 | 18:03 | 19:15 | 19:15 | 19:15 | 01:12 | 00:53 |
 | Heaven's Halberd | 2 | 7.41% | 8.2 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:06 | 24:06 | 24:57 | 24:57 | 24:57 | 00:51 | 00:37 |
 | Mekansm | 2 | 7.41% | 6.1 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 21:04 | 20:52 | 20:52 | 21:16 | 21:16 | 21:16 | 00:24 | 00:17 |
 | Maelstrom | 1 | 3.70% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 7.41% | 2.0 | 0.00% | -44.00% | 0.00% | 0.00% | 0.00% | 27:52 | 25:45 | 25:45 | 29:58 | 29:58 | 29:58 | 04:13 | 03:07 |