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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 | |
Black King Bar | 9 | 21.95% | 100.0 | 77.78% | +40.28% | -27.78% | -27.78% | 0.00% | 25:32 | 22:35 | 22:54 | 25:53 | 26:13 | 29:55 | 03:19 | 02:27 | |
Bottle | 13 | 31.71% | 97.6 | 69.23% | +33.52% | -69.23% | +30.77% | 100.00% | 01:41 | 01:11 | 01:21 | 01:39 | 01:53 | 02:19 | 00:32 | 00:23 | |
Void Stone | 8 | 19.51% | 95.2 | 75.00% | +35.61% | +25.00% | -75.00% | -12.00% | 33:57 | 24:35 | 28:36 | 31:30 | 36:56 | 45:03 | 08:20 | 06:10 | |
Echo Sabre | 14 | 34.15% | 92.9 | 64.29% | +27.25% | -14.29% | -30.96% | -7.30% | 19:21 | 14:58 | 17:11 | 18:35 | 19:28 | 30:28 | 02:17 | 01:41 | |
Magic Wand | 31 | 75.61% | 90.5 | 51.61% | +21.61% | -1.61% | -14.11% | -1.01% | 11:26 | 02:35 | 05:59 | 09:51 | 18:20 | 21:37 | 12:21 | 09:08 | |
Magic Stick | 40 | 97.56% | 88.1 | 47.50% | +47.50% | -17.50% | +12.50% | 7.56% | 04:07 | -01:29 | 01:28 | 03:14 | 05:26 | 20:56 | 03:58 | 02:56 | |
Blink Dagger | 41 | 100.00% | 85.7 | 46.34% | +46.34% | +3.66% | -36.34% | -7.92% | 16:08 | 09:47 | 13:05 | 16:37 | 18:08 | 23:54 | 05:03 | 03:44 | |
Boots of Speed | 41 | 100.00% | 83.3 | 46.34% | +46.34% | +3.66% | -16.34% | -5.56% | 03:01 | -01:29 | -01:29 | 03:58 | 05:05 | 07:16 | 06:34 | 04:51 | |
Crystalys | 9 | 21.95% | 81.0 | 66.67% | +26.04% | +33.33% | -16.67% | -4.04% | 29:41 | 21:25 | 21:27 | 30:37 | 33:50 | 37:05 | 12:23 | 09:10 | |
Silver Edge | 5 | 12.20% | 78.6 | 80.00% | +38.33% | +20.00% | +20.00% | 0.00% | 37:02 | 30:16 | 30:16 | 35:00 | 37:55 | 51:02 | 07:39 | 05:40 | |
Shadow Blade | 5 | 12.20% | 76.2 | 80.00% | +38.33% | -80.00% | +20.00% | 6.09% | 34:10 | 21:12 | 21:12 | 33:10 | 37:38 | 51:02 | 16:26 | 12:10 | |
Power Treads | 12 | 29.27% | 73.8 | 58.33% | +16.95% | -25.00% | +8.34% | 21.74% | 09:27 | 06:37 | 07:27 | 07:39 | 08:59 | 19:37 | 01:32 | 01:08 | |
Aghanim's Scepter | 10 | 24.39% | 71.4 | 60.00% | +18.06% | -26.67% | +40.00% | 10.90% | 31:13 | 25:27 | 27:36 | 29:46 | 33:43 | 42:04 | 06:07 | 04:31 | |
Quelling Blade | 16 | 39.02% | 69.0 | 50.00% | +6.00% | -25.00% | -25.00% | 0.00% | -00:29 | -01:30 | -01:29 | -01:29 | -01:29 | 14:37 | 00:00 | 00:00 | |
Wind Lace | 23 | 56.10% | 66.7 | 43.48% | -6.52% | -10.15% | +6.52% | 3.57% | 04:09 | -01:30 | -01:29 | 04:21 | 06:09 | 17:42 | 07:38 | 05:39 | |
Force Staff | 18 | 43.90% | 64.3 | 44.44% | -3.39% | +15.56% | -44.44% | -22.22% | 28:46 | 24:32 | 26:58 | 28:39 | 29:40 | 35:41 | 02:42 | 02:00 | |
Aghanim's Shard | 4 | 9.76% | 61.9 | 75.00% | +31.76% | -75.00% | +25.00% | 0.00% | 35:34 | 17:01 | 17:01 | 40:17 | 41:19 | 43:40 | 24:18 | 18:00 | |
Eul's Scepter of Divinity | 4 | 9.76% | 59.5 | 75.00% | +31.76% | +25.00% | -75.00% | 0.00% | 35:39 | 28:36 | 28:36 | 33:10 | 35:29 | 45:21 | 06:53 | 05:05 | |
Fluffy Hat | 19 | 46.34% | 57.1 | 42.11% | -7.89% | +17.89% | -2.11% | -4.69% | 22:58 | 17:53 | 21:02 | 22:01 | 25:18 | 29:30 | 04:16 | 03:09 | |
Boots of Travel | 2 | 4.88% | 54.8 | 100.00% | +56.41% | 0.00% | 0.00% | 0.00% | 49:25 | 32:19 | 32:19 | 1:06:31 | 1:06:31 | 1:06:31 | 34:12 | 25:20 | |
Arcane Boots | 6 | 14.63% | 52.4 | 50.00% | +4.29% | +50.00% | -50.00% | -6.64% | 15:24 | 07:00 | 08:26 | 09:13 | 23:30 | 34:34 | 15:04 | 11:09 | |
Chainmail | 6 | 14.63% | 50.0 | 50.00% | +4.29% | -50.00% | -50.00% | 0.00% | 08:09 | 04:32 | 06:26 | 06:27 | 11:29 | 12:36 | 05:03 | 03:44 | |
Phase Boots | 6 | 14.63% | 47.6 | 50.00% | +4.29% | 0.00% | -50.00% | -10.03% | 09:55 | 07:01 | 07:02 | 08:58 | 12:01 | 12:57 | 04:59 | 03:41 | |
Aether Lens | 3 | 7.32% | 45.2 | 66.67% | +21.93% | +33.33% | 0.00% | 0.00% | 34:38 | 24:50 | 24:50 | 36:56 | 42:09 | 42:09 | 17:19 | 12:49 | |
Ghost Scepter | 4 | 9.76% | 42.9 | 50.00% | +4.05% | +50.00% | -50.00% | 0.00% | 38:30 | 28:42 | 28:42 | 39:22 | 39:56 | 45:59 | 11:14 | 08:19 | |
Satanic | 1 | 2.44% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 1:02:38 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 2.44% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 2.44% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:01 | 60:01 | 60:01 | 60:01 | 60:01 | 60:01 | 00:00 | 00:00 | |
Daedalus | 1 | 2.44% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 00:00 | 00:00 | |
Morbid Mask | 1 | 2.44% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 | |
Bracer | 1 | 2.44% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 | |
Tranquil Boots | 6 | 14.63% | 26.2 | 33.33% | -15.24% | -33.33% | -33.33% | 0.00% | 09:38 | 07:21 | 07:21 | 09:33 | 11:30 | 11:58 | 04:09 | 03:04 | |
Wraith Band | 2 | 4.88% | 23.8 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 02:41 | 02:09 | 02:09 | 03:12 | 03:12 | 03:12 | 01:03 | 00:46 | |
Ring of Protection | 4 | 9.76% | 21.4 | 25.00% | -23.65% | +75.00% | -25.00% | 0.00% | 08:18 | -01:29 | -01:29 | -01:29 | -01:29 | 37:39 | 00:00 | 00:00 | |
Mage Slayer | 1 | 2.44% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 00:00 | 00:00 | |
Ring of Health | 1 | 2.44% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 00:00 | 00:00 | |
Lotus Orb | 1 | 2.44% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 2.44% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 2.44% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 | |
Buckler | 1 | 2.44% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 37:39 | 00:00 | 00:00 | |
Hand of Midas | 1 | 2.44% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 27:47 | 00:00 | 00:00 | |
Wind Waker | 1 | 2.44% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:27 | 60:27 | 60:27 | 60:27 | 60:27 | 60:27 | 00:00 | 00:00 |