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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 | |
Arcane Boots | 5 | 38.46% | 100.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 13:32 | 07:39 | 09:03 | 09:41 | 19:54 | 21:24 | 10:51 | 08:02 | |
Ring of Basilius | 5 | 38.46% | 97.8 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 10:29 | 06:51 | 07:03 | 07:39 | 12:03 | 18:48 | 05:00 | 03:42 | |
Aether Lens | 4 | 30.77% | 95.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 28:57 | 23:38 | 26:10 | 29:05 | 31:51 | 33:59 | 05:41 | 04:12 | |
Wind Lace | 9 | 69.23% | 93.3 | 77.78% | +52.78% | +5.55% | -11.11% | -4.88% | 02:20 | -01:29 | -01:29 | -01:29 | 04:54 | 18:48 | 06:23 | 04:43 | |
Void Stone | 6 | 46.15% | 91.1 | 83.33% | +40.47% | -33.33% | +16.67% | 5.37% | 27:41 | 19:52 | 23:08 | 28:52 | 32:27 | 33:35 | 09:19 | 06:54 | |
Ring of Tarrasque | 3 | 23.08% | 88.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 41:59 | 34:21 | 38:33 | 42:45 | 45:48 | 48:52 | 07:15 | 05:22 | |
Octarine Core | 3 | 23.08% | 86.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 46:05 | 26:17 | 30:48 | 35:19 | 55:58 | 1:16:38 | 25:10 | 18:38 | |
Refresher Orb | 3 | 23.08% | 84.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 44:40 | 41:40 | 42:30 | 43:20 | 46:10 | 49:00 | 03:40 | 02:42 | |
Blink Dagger | 13 | 100.00% | 82.2 | 61.54% | +61.54% | -36.54% | -11.54% | 5.08% | 15:01 | 10:05 | 12:54 | 14:30 | 17:49 | 22:37 | 04:55 | 03:38 | |
Boots of Speed | 13 | 100.00% | 80.0 | 61.54% | +61.54% | -11.54% | -11.54% | 0.00% | 03:20 | -01:29 | 03:09 | 03:42 | 05:34 | 07:04 | 02:25 | 01:47 | |
Magic Stick | 13 | 100.00% | 77.8 | 61.54% | +61.54% | +13.46% | -11.54% | -6.15% | 05:17 | -01:29 | 03:12 | 04:00 | 07:16 | 11:48 | 04:04 | 03:00 | |
Aghanim's Shard | 9 | 69.23% | 75.6 | 66.67% | +16.67% | +33.33% | -33.34% | -7.62% | 24:29 | 15:13 | 17:14 | 24:25 | 25:59 | 40:10 | 08:45 | 06:28 | |
Black King Bar | 7 | 53.85% | 73.3 | 71.43% | +21.43% | -71.43% | +28.57% | 6.77% | 42:45 | 18:16 | 36:10 | 45:03 | 50:56 | 1:01:46 | 14:46 | 10:56 | |
Aeon Disk | 2 | 15.38% | 71.1 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 60:04 | 53:13 | 56:38 | 60:04 | 1:03:29 | 1:06:55 | 06:51 | 05:04 | |
Cornucopia | 4 | 30.77% | 68.9 | 75.00% | +19.44% | -75.00% | +25.00% | 7.93% | 37:24 | 23:39 | 31:39 | 38:32 | 44:16 | 48:52 | 12:37 | 09:20 | |
Fluffy Hat | 4 | 30.77% | 66.7 | 50.00% | -16.67% | +50.00% | -50.00% | -9.22% | 23:00 | 14:07 | 17:13 | 22:17 | 28:03 | 33:17 | 10:50 | 08:01 | |
Shadow Blade | 4 | 30.77% | 64.4 | 50.00% | -16.67% | -50.00% | -50.00% | 0.00% | 31:20 | 21:21 | 23:42 | 30:51 | 38:28 | 42:15 | 14:46 | 10:56 | |
Philosopher's Stone | 1 | 7.69% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 | |
Vambrace | 1 | 7.69% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Ascetic's Cap | 1 | 7.69% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 41:00 | 00:00 | 00:00 | |
Fairy's Trinket | 1 | 7.69% | 55.6 | 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 | |
Kaya | 1 | 7.69% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 00:00 | 00:00 | |
Wind Waker | 1 | 7.69% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 50:34 | 00:00 | 00:00 | |
Psychic Headband | 1 | 7.69% | 48.9 | 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 | |
Paladin Sword | 1 | 7.69% | 48.9 | 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 | |
Ethereal Blade | 1 | 7.69% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:05 | 1:08:05 | 1:08:05 | 1:08:05 | 1:08:05 | 1:08:05 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 7.69% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 00:00 | 00:00 | |
Divine Rapier | 1 | 7.69% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 00:00 | 00:00 | |
Boots of Travel | 1 | 7.69% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 7.69% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 33:33 | 00:00 | 00:00 | |
Safety Bubble | 1 | 7.69% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 | |
Sange | 1 | 7.69% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 00:00 | 00:00 | |
Magic Wand | 6 | 46.15% | 28.9 | 33.33% | -52.38% | +16.67% | -33.33% | -9.75% | 08:12 | 03:39 | 05:50 | 08:14 | 10:58 | 12:09 | 05:07 | 03:47 | |
Kaya and Sange | 2 | 15.38% | 26.7 | 50.00% | -13.64% | +50.00% | -50.00% | 0.00% | 39:58 | 32:00 | 35:58 | 39:57 | 43:56 | 47:55 | 07:57 | 05:53 | |
Aghanim's Scepter | 2 | 15.38% | 24.4 | 50.00% | -13.64% | +50.00% | -50.00% | 0.00% | 21:52 | 19:20 | 20:36 | 21:52 | 23:08 | 24:24 | 02:32 | 01:52 | |
Ghost Scepter | 2 | 15.38% | 22.2 | 50.00% | -13.64% | -50.00% | +50.00% | 0.00% | 30:23 | 23:53 | 27:07 | 30:22 | 33:37 | 36:52 | 06:29 | 04:48 | |
Force Staff | 3 | 23.08% | 20.0 | 33.33% | -36.67% | +66.67% | -33.33% | -20.34% | 27:41 | 23:27 | 24:53 | 26:20 | 29:48 | 33:17 | 04:55 | 03:38 | |
Bottle | 3 | 23.08% | 17.8 | 33.33% | -36.67% | +66.67% | -33.33% | -100.00% | 01:47 | 01:33 | 01:35 | 01:37 | 01:54 | 02:11 | 00:19 | 00:14 | |
Quelling Blade | 3 | 23.08% | 15.6 | 33.33% | -36.67% | +66.67% | -33.33% | -9.30% | 08:43 | -01:29 | 03:03 | 07:35 | 13:48 | 20:02 | 10:45 | 07:58 | |
Power Treads | 4 | 30.77% | 13.3 | 25.00% | -52.78% | -25.00% | -25.00% | 0.00% | 09:46 | 06:21 | 06:41 | 07:40 | 10:45 | 17:22 | 04:04 | 03:00 | |
Bloodthorn | 1 | 7.69% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 | |
Soul Ring | 1 | 7.69% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 7.69% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 00:00 | 00:00 | |
Javelin | 1 | 7.69% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 00:00 | 00:00 | |
Ring of Protection | 1 | 7.69% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |