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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 | 7 | 46.67% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:52 | 06:20 | 08:21 | 09:05 | 14:47 | 21:24 | 06:26 | 04:46 | |
Ring of Basilius | 7 | 46.67% | 97.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:42 | -01:29 | 04:54 | 07:03 | 09:51 | 18:48 | 04:57 | 03:40 | |
Wind Lace | 12 | 80.00% | 95.3 | 83.33% | +50.00% | +2.38% | -16.66% | -3.51% | 04:18 | -01:29 | -01:29 | -01:29 | 06:54 | 23:12 | 08:23 | 06:13 | |
Void Stone | 8 | 53.33% | 93.0 | 87.50% | +30.36% | -37.50% | +12.50% | 6.69% | 27:18 | 19:52 | 24:02 | 27:09 | 31:31 | 33:35 | 07:28 | 05:32 | |
Aether Lens | 4 | 26.67% | 90.7 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 28:57 | 23:38 | 26:10 | 29:05 | 31:51 | 33:59 | 05:41 | 04:12 | |
Blink Dagger | 15 | 100.00% | 88.4 | 73.33% | +73.33% | -23.33% | -23.33% | 0.00% | 15:03 | 10:32 | 13:16 | 13:46 | 17:41 | 22:37 | 04:25 | 03:16 | |
Boots of Speed | 15 | 100.00% | 86.0 | 73.33% | +73.33% | -23.33% | -13.33% | 4.63% | 03:41 | -01:29 | 03:24 | 04:30 | 05:34 | 07:04 | 02:09 | 01:35 | |
Magic Stick | 15 | 100.00% | 83.7 | 73.33% | +73.33% | +26.67% | +1.67% | -5.87% | 05:09 | -01:29 | 02:54 | 04:00 | 07:09 | 14:58 | 04:15 | 03:09 | |
Aghanim's Shard | 12 | 80.00% | 81.4 | 75.00% | +8.33% | +25.00% | -41.67% | -8.01% | 22:59 | 15:13 | 17:14 | 20:39 | 25:33 | 40:10 | 08:19 | 06:10 | |
Black King Bar | 6 | 40.00% | 79.1 | 83.33% | +16.66% | -33.33% | +16.67% | 5.24% | 46:50 | 31:37 | 41:48 | 47:36 | 51:20 | 1:01:46 | 09:32 | 07:03 | |
Eul's Scepter of Divinity | 3 | 20.00% | 76.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 29:24 | 27:00 | 27:20 | 27:40 | 30:36 | 33:33 | 03:16 | 02:25 | |
Ring of Tarrasque | 3 | 20.00% | 74.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 41:59 | 34:21 | 38:33 | 42:45 | 45:48 | 48:52 | 07:15 | 05:22 | |
Refresher Orb | 3 | 20.00% | 72.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 44:40 | 41:40 | 42:30 | 43:20 | 46:10 | 49:00 | 03:40 | 02:42 | |
Cornucopia | 3 | 20.00% | 69.8 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 41:59 | 34:20 | 38:32 | 42:45 | 45:48 | 48:52 | 07:16 | 05:22 | |
Octarine Core | 3 | 20.00% | 67.4 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 46:05 | 26:17 | 30:48 | 35:19 | 55:58 | 1:16:38 | 25:10 | 18:38 | |
Fluffy Hat | 6 | 40.00% | 65.1 | 66.67% | -11.11% | +33.33% | -66.67% | -15.55% | 21:29 | 14:07 | 18:03 | 18:36 | 24:28 | 33:17 | 06:25 | 04:45 | |
Shadow Blade | 4 | 26.67% | 62.8 | 75.00% | +2.27% | -75.00% | +25.00% | 8.56% | 29:27 | 21:21 | 23:42 | 29:37 | 35:22 | 37:13 | 11:40 | 08:39 | |
Philosopher's Stone | 2 | 13.33% | 60.5 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 20:00 | 18:00 | 19:00 | 20:00 | 21:00 | 22:00 | 02:00 | 01:28 | |
Tranquil Boots | 2 | 13.33% | 58.1 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 19:27 | 07:44 | 13:35 | 19:27 | 25:18 | 31:10 | 11:43 | 08:40 | |
Aeon Disk | 2 | 13.33% | 55.8 | 100.00% | +30.77% | 0.00% | 0.00% | 0.00% | 60:04 | 53:13 | 56:38 | 60:04 | 1:03:29 | 1:06:55 | 06:51 | 05:04 | |
Force Staff | 5 | 33.33% | 53.5 | 60.00% | -20.00% | +40.00% | -60.00% | -34.68% | 25:51 | 21:36 | 23:27 | 24:36 | 26:20 | 33:17 | 02:53 | 02:08 | |
Magic Wand | 6 | 40.00% | 51.2 | 50.00% | -38.89% | 0.00% | 0.00% | 0.00% | 10:12 | 03:39 | 05:50 | 08:14 | 11:11 | 23:52 | 05:20 | 03:57 | |
Psychic Headband | 1 | 6.67% | 48.8 | 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 | |
Occult Bracelet | 1 | 6.67% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 12:00 | 00:00 | 00:00 | |
Vambrace | 1 | 6.67% | 44.2 | 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 | |
Paladin Sword | 1 | 6.67% | 41.9 | 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 | |
Wind Waker | 1 | 6.67% | 39.5 | 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 | |
Ascetic's Cap | 1 | 6.67% | 37.2 | 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 | 6.67% | 34.9 | 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 | |
Safety Bubble | 1 | 6.67% | 32.6 | 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 | |
Kaya | 1 | 6.67% | 30.2 | 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 | |
Ethereal Blade | 1 | 6.67% | 27.9 | 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 | |
Sange | 1 | 6.67% | 25.6 | 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 | |
Divine Rapier | 1 | 6.67% | 23.3 | 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 | 6.67% | 20.9 | 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 | |
Kaya and Sange | 2 | 13.33% | 18.6 | 50.00% | -26.92% | +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 | 13.33% | 16.3 | 50.00% | -26.92% | +50.00% | -50.00% | 0.00% | 21:52 | 19:20 | 20:36 | 21:52 | 23:08 | 24:24 | 02:32 | 01:52 | |
Bottle | 2 | 13.33% | 14.0 | 50.00% | -26.92% | +50.00% | -50.00% | 0.00% | 01:52 | 01:33 | 01:42 | 01:52 | 02:01 | 02:11 | 00:19 | 00:14 | |
Ghost Scepter | 2 | 13.33% | 11.6 | 50.00% | -26.92% | -50.00% | +50.00% | 0.00% | 30:23 | 23:53 | 27:07 | 30:22 | 33:37 | 36:52 | 06:29 | 04:48 | |
Quelling Blade | 3 | 20.00% | 9.3 | 33.33% | -50.00% | +66.67% | -33.33% | -9.30% | 08:43 | -01:29 | 03:03 | 07:35 | 13:48 | 20:02 | 10:45 | 07:58 | |
Power Treads | 3 | 20.00% | 7.0 | 33.33% | -50.00% | -33.33% | -33.33% | 0.00% | 10:54 | 06:48 | 07:40 | 08:33 | 12:57 | 17:22 | 05:17 | 03:54 | |
Ring of Protection | 1 | 6.67% | 4.7 | 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 | |
Soul Ring | 1 | 6.67% | 2.3 | 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 |