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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 | |
Drum of Endurance | 4 | 22.22% | 100.0 | 100.00% | +85.71% | 0.00% | 0.00% | 0.00% | 20:19 | 18:46 | 19:20 | 20:11 | 21:10 | 22:07 | 01:49 | 01:21 | |
Boots of Bearing | 3 | 16.67% | 97.6 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 35:14 | 31:20 | 33:58 | 36:36 | 37:11 | 37:46 | 03:13 | 02:22 | |
Eul's Scepter of Divinity | 4 | 22.22% | 95.1 | 75.00% | +53.57% | +25.00% | -75.00% | -6.11% | 37:10 | 24:10 | 24:35 | 28:23 | 40:57 | 1:07:44 | 16:22 | 12:07 | |
Void Stone | 7 | 38.89% | 92.7 | 57.14% | +38.96% | +42.86% | -57.14% | -14.98% | 34:36 | 23:38 | 26:59 | 29:32 | 33:39 | 1:07:43 | 06:40 | 04:56 | |
Tranquil Boots | 8 | 44.44% | 90.2 | 50.00% | +30.00% | -50.00% | +50.00% | 11.93% | 17:14 | 06:58 | 12:10 | 17:46 | 20:33 | 31:20 | 08:23 | 06:12 | |
Magic Stick | 13 | 72.22% | 87.8 | 38.46% | +18.46% | +11.54% | -13.46% | -4.44% | 05:55 | 01:12 | 02:08 | 05:20 | 07:46 | 15:28 | 05:38 | 04:10 | |
Blink Dagger | 18 | 100.00% | 85.4 | 33.33% | +33.33% | +6.67% | -13.33% | -8.56% | 14:49 | 11:21 | 13:24 | 14:44 | 15:44 | 20:13 | 02:20 | 01:43 | |
Boots of Speed | 18 | 100.00% | 82.9 | 33.33% | +33.33% | +6.67% | +6.67% | 0.00% | 05:00 | 02:14 | 03:52 | 05:12 | 06:13 | 08:24 | 02:21 | 01:45 | |
Force Staff | 14 | 77.78% | 80.5 | 35.71% | +10.71% | -10.71% | +14.29% | 5.89% | 22:44 | 17:08 | 20:29 | 22:43 | 24:44 | 31:03 | 04:14 | 03:08 | |
Wind Lace | 14 | 77.78% | 78.0 | 35.71% | +10.71% | -35.71% | -10.71% | 2.81% | 12:36 | -01:29 | 06:08 | 10:21 | 15:01 | 43:00 | 08:53 | 06:35 | |
Fluffy Hat | 15 | 83.33% | 75.6 | 33.33% | 0.00% | +41.67% | +16.67% | -5.08% | 19:55 | 13:37 | 17:10 | 19:12 | 22:05 | 30:58 | 04:55 | 03:38 | |
Magic Wand | 12 | 66.67% | 73.2 | 33.33% | 0.00% | +33.34% | -33.33% | -22.44% | 09:00 | 04:44 | 07:19 | 09:16 | 10:18 | 15:47 | 02:58 | 02:12 | |
Octarine Core | 1 | 5.56% | 70.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 45:54 | 00:00 | 00:00 | |
Specialist's Array | 1 | 5.56% | 68.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 | |
Defiant Shell | 1 | 5.56% | 65.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 | |
Trusty Shovel | 1 | 5.56% | 63.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 | |
Boots of Travel | 5 | 27.78% | 61.0 | 40.00% | +9.23% | +10.00% | +10.00% | 0.00% | 35:28 | 24:03 | 31:45 | 33:23 | 40:13 | 47:54 | 08:28 | 06:16 | |
Null Talisman | 6 | 33.33% | 58.5 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 12:53 | 02:29 | 08:59 | 13:28 | 17:07 | 22:00 | 08:08 | 06:02 | |
Black King Bar | 9 | 50.00% | 56.1 | 22.22% | -22.22% | +11.11% | -22.22% | -8.58% | 34:20 | 24:00 | 32:52 | 35:10 | 36:45 | 44:06 | 03:53 | 02:52 | |
Aghanim's Shard | 2 | 11.11% | 53.7 | 50.00% | +18.75% | +50.00% | -50.00% | 0.00% | 28:45 | 24:54 | 26:49 | 28:44 | 30:39 | 32:35 | 03:50 | 02:50 | |
Aether Lens | 3 | 16.67% | 51.2 | 33.33% | 0.00% | +66.67% | -33.33% | -31.33% | 33:03 | 29:32 | 31:36 | 33:41 | 34:48 | 35:55 | 03:11 | 02:21 | |
Vanguard | 1 | 5.56% | 48.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 00:00 | 00:00 | |
Telescope | 1 | 5.56% | 46.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 | |
Bottle | 1 | 5.56% | 43.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:12 | 01:12 | 01:12 | 01:12 | 01:12 | 01:12 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.56% | 41.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 | |
Bullwhip | 1 | 5.56% | 39.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Ceremonial Robe | 1 | 5.56% | 36.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 5.56% | 34.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 | |
Aghanim's Scepter | 4 | 22.22% | 31.7 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 36:10 | 29:25 | 30:12 | 35:36 | 41:34 | 44:04 | 11:21 | 08:25 | |
Ring of Tarrasque | 2 | 11.11% | 29.3 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 52:01 | 50:34 | 51:17 | 52:01 | 52:44 | 53:28 | 01:27 | 01:04 | |
Royal Jelly | 1 | 5.56% | 26.8 | 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 | |
Desolator | 1 | 5.56% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:01 | 1:09:01 | 1:09:01 | 1:09:01 | 1:09:01 | 1:09:01 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 5.56% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 1:07:29 | 00:00 | 00:00 | |
Refresher Orb | 2 | 11.11% | 19.5 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 52:38 | 50:45 | 51:41 | 52:38 | 53:34 | 54:31 | 01:53 | 01:23 | |
Crimson Guard | 1 | 5.56% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 1:01:27 | 00:00 | 00:00 | |
Blight Stone | 1 | 5.56% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:01 | 1:09:01 | 1:09:01 | 1:09:01 | 1:09:01 | 1:09:01 | 00:00 | 00:00 | |
Ring of Health | 1 | 5.56% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 00:00 | 00:00 | |
Rod of Atos | 1 | 5.56% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 14:35 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 5.56% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 57:14 | 00:00 | 00:00 | |
Arcane Boots | 1 | 5.56% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 00:00 | 00:00 | |
Cornucopia | 2 | 11.11% | 2.4 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 51:56 | 50:23 | 51:09 | 51:55 | 52:41 | 53:28 | 01:32 | 01:08 |