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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Ring of Basilius | 14 | 93.33% | 100.0 | 35.71% | +35.71% | +39.29% | +14.29% | -25.00% | 02:12 | 00:11 | 01:33 | 01:47 | 02:32 | 05:21 | 00:59 | 00:44 | |
Magic Wand | 14 | 93.33% | 97.7 | 35.71% | +35.71% | +8.73% | -10.71% | -19.44% | 01:00 | -01:29 | -01:29 | -01:29 | 00:24 | 15:25 | 01:53 | 01:24 | |
Arcane Boots | 14 | 93.33% | 95.5 | 35.71% | +35.71% | +39.29% | -10.71% | -41.96% | 05:23 | 03:45 | 04:32 | 04:49 | 05:43 | 08:23 | 01:11 | 00:52 | |
Butterfly | 10 | 66.67% | 93.2 | 40.00% | +20.00% | -6.67% | +26.67% | 2.91% | 25:56 | 17:20 | 20:45 | 22:08 | 32:12 | 38:16 | 11:26 | 08:28 | |
Diadem | 15 | 100.00% | 90.9 | 33.33% | +33.33% | +41.67% | -8.33% | -38.46% | 11:29 | 09:21 | 11:10 | 11:25 | 12:28 | 12:56 | 01:18 | 00:57 | |
Boots of Speed | 15 | 100.00% | 88.6 | 33.33% | +33.33% | +16.67% | -8.33% | -25.00% | 03:16 | 02:32 | 02:59 | 03:18 | 03:26 | 03:58 | 00:27 | 00:20 | |
Yasha | 15 | 100.00% | 86.4 | 33.33% | +33.33% | +16.67% | -8.33% | -19.74% | 10:11 | 08:35 | 09:36 | 10:06 | 10:52 | 11:58 | 01:16 | 00:56 | |
Manta Style | 15 | 100.00% | 84.1 | 33.33% | +33.33% | +41.67% | -8.33% | -34.88% | 14:00 | 12:12 | 13:18 | 13:40 | 14:44 | 15:34 | 01:26 | 01:03 | |
Diffusal Blade | 11 | 73.33% | 81.8 | 36.36% | +11.36% | +30.31% | -36.36% | -15.12% | 20:05 | 15:13 | 17:24 | 18:38 | 21:49 | 29:11 | 04:24 | 03:15 | |
Disperser | 11 | 73.33% | 79.5 | 36.36% | +11.36% | -3.03% | -36.36% | -11.56% | 24:17 | 19:35 | 22:32 | 23:12 | 25:25 | 32:24 | 02:53 | 02:08 | |
Javelin | 4 | 26.67% | 77.3 | 50.00% | +22.73% | +50.00% | -50.00% | -21.13% | 27:34 | 19:39 | 25:46 | 28:43 | 30:30 | 33:11 | 04:44 | 03:30 | |
Aghanim's Shard | 4 | 26.67% | 75.0 | 50.00% | +22.73% | -50.00% | -50.00% | 0.00% | 36:18 | 30:42 | 31:03 | 35:43 | 40:58 | 43:05 | 09:55 | 07:20 | |
Monkey King Bar | 4 | 26.67% | 72.7 | 50.00% | +22.73% | +50.00% | -50.00% | -12.71% | 30:06 | 21:35 | 26:29 | 30:45 | 34:21 | 37:18 | 07:52 | 05:49 | |
Eye of Skadi | 10 | 66.67% | 70.5 | 30.00% | -10.00% | +3.33% | -30.00% | -9.16% | 29:57 | 20:29 | 26:14 | 28:08 | 29:52 | 51:17 | 03:38 | 02:41 | |
Divine Rapier | 1 | 6.67% | 68.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 6.67% | 65.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 6.67% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 6.67% | 61.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 | |
Nullifier | 1 | 6.67% | 59.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 | |
Void Stone | 1 | 6.67% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 | |
Ring of Health | 1 | 6.67% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 | |
Black King Bar | 6 | 40.00% | 52.3 | 33.33% | 0.00% | +16.67% | +16.67% | 0.00% | 41:46 | 35:05 | 35:38 | 38:14 | 44:51 | 57:12 | 09:13 | 06:50 | |
Daedalus | 6 | 40.00% | 50.0 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 36:00 | 29:55 | 33:29 | 35:33 | 39:35 | 41:13 | 06:05 | 04:30 | |
Wind Lace | 7 | 46.67% | 47.7 | 28.57% | -8.93% | +71.43% | -28.57% | -18.93% | 14:24 | 09:01 | 11:09 | 13:51 | 16:26 | 22:46 | 05:17 | 03:54 | |
Crystalys | 9 | 60.00% | 45.5 | 22.22% | -27.78% | -22.22% | +11.11% | 4.19% | 30:32 | 25:02 | 25:33 | 30:09 | 33:30 | 39:55 | 07:57 | 05:53 | |
Magic Stick | 5 | 33.33% | 43.2 | 20.00% | -20.00% | +5.00% | 0.00% | 0.00% | -00:10 | -01:29 | -01:29 | -01:29 | -01:29 | 05:04 | 00:00 | 00:00 | |
Blink Dagger | 6 | 40.00% | 40.9 | 16.67% | -27.77% | -16.67% | -16.67% | 0.00% | 40:13 | 28:58 | 37:38 | 41:27 | 44:51 | 47:03 | 07:13 | 05:20 | |
Aghanim's Scepter | 1 | 6.67% | 38.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 | |
Swift Blink | 3 | 20.00% | 36.4 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 43:38 | 37:27 | 41:46 | 46:06 | 46:44 | 47:22 | 04:57 | 03:40 | |
Spark of Courage | 1 | 6.67% | 34.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 | |
Quelling Blade | 2 | 13.33% | 31.8 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 | |
Power Treads | 1 | 6.67% | 29.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 00:00 | |
Specialist's Array | 3 | 20.00% | 27.3 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 | |
Pig Pole | 1 | 6.67% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 | |
Wraith Band | 1 | 6.67% | 22.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 | |
Elven Tunic | 2 | 13.33% | 20.5 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 | |
Dragon Lance | 1 | 6.67% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 | |
Ninja Gear | 1 | 6.67% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Enchanted Quiver | 1 | 6.67% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 | |
Mind Breaker | 1 | 6.67% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 6.67% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:21 | 1:01:21 | 1:01:21 | 1:01:21 | 1:01:21 | 1:01:21 | 00:00 | 00:00 | |
Moon Shard | 1 | 6.67% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 1:01:25 | 00:00 | 00:00 | |
Null Talisman | 1 | 6.67% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Safety Bubble | 1 | 6.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |