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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 | |
Chainmail | 40 | 71.43% | 100.0 | 67.50% | +30.00% | -7.50% | +12.50% | 3.87% | 11:42 | 03:24 | 07:59 | 10:23 | 13:09 | 35:22 | 05:10 | 03:49 | |
Phase Boots | 40 | 71.43% | 98.0 | 67.50% | +30.00% | -7.50% | +12.50% | 3.82% | 12:37 | 04:35 | 08:43 | 11:26 | 13:57 | 35:56 | 05:14 | 03:52 | |
Black King Bar | 46 | 82.14% | 95.9 | 65.22% | +35.22% | -15.22% | +16.60% | 2.99% | 24:54 | 15:00 | 18:57 | 22:37 | 29:36 | 39:42 | 10:39 | 07:53 | |
Aghanim's Shard | 5 | 8.93% | 93.9 | 100.00% | +45.10% | 0.00% | 0.00% | 0.00% | 29:15 | 15:01 | 15:01 | 31:21 | 32:32 | 41:08 | 17:31 | 12:58 | |
Helm of Iron Will | 16 | 28.57% | 91.8 | 75.00% | +22.50% | 0.00% | -25.00% | -0.61% | 22:50 | 02:57 | 03:40 | 04:57 | 44:24 | 1:08:13 | 40:44 | 30:10 | |
Wind Lace | 16 | 28.57% | 89.8 | 75.00% | +22.50% | +25.00% | 0.00% | -2.55% | 10:48 | -01:29 | 05:32 | 10:39 | 15:20 | 21:48 | 09:48 | 07:15 | |
Magic Stick | 51 | 91.07% | 87.8 | 60.78% | +20.78% | +0.76% | -6.93% | -1.70% | 03:16 | -01:29 | -01:28 | 03:21 | 06:00 | 12:23 | 07:28 | 05:31 | |
Boots of Speed | 56 | 100.00% | 85.7 | 58.93% | +58.93% | -16.07% | -1.79% | 5.16% | 05:34 | -01:29 | 04:04 | 05:51 | 06:50 | 13:01 | 02:46 | 02:02 | |
Magic Wand | 47 | 83.93% | 83.7 | 59.57% | +4.01% | +23.76% | -42.90% | -18.26% | 08:26 | -01:29 | 06:22 | 07:22 | 10:01 | 19:03 | 03:39 | 02:42 | |
Fluffy Hat | 14 | 25.00% | 81.6 | 71.43% | +16.67% | -46.43% | +28.57% | 3.14% | 16:56 | 03:59 | 07:47 | 10:58 | 31:40 | 37:15 | 23:53 | 17:41 | |
Skull Basher | 35 | 62.50% | 79.6 | 60.00% | +2.86% | +6.67% | -15.56% | -1.79% | 33:13 | 21:18 | 26:41 | 31:06 | 39:06 | 48:46 | 12:25 | 09:11 | |
Armlet of Mordiggian | 9 | 16.07% | 77.6 | 77.78% | +22.46% | -27.78% | +22.22% | 16.30% | 12:10 | 09:43 | 10:16 | 12:46 | 13:20 | 15:10 | 03:04 | 02:16 | |
Orb of Venom | 15 | 26.79% | 75.5 | 66.67% | +10.57% | +8.33% | +8.33% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 | |
Quelling Blade | 28 | 50.00% | 73.5 | 57.14% | -3.57% | +28.57% | -14.28% | 0.00% | 01:02 | -01:29 | -01:29 | -01:29 | -01:29 | 24:48 | 00:00 | 00:00 | |
Orb of Corrosion | 6 | 10.71% | 71.4 | 83.33% | +27.33% | -33.33% | +16.67% | 0.00% | 29:06 | 16:56 | 17:05 | 32:00 | 37:19 | 37:35 | 20:14 | 14:59 | |
Blink Dagger | 20 | 35.71% | 69.4 | 60.00% | +1.67% | +40.00% | -40.00% | -7.84% | 33:03 | 21:10 | 27:42 | 30:49 | 37:54 | 51:51 | 10:12 | 07:33 | |
Abyssal Blade | 8 | 14.29% | 67.3 | 75.00% | +18.75% | +25.00% | +25.00% | 0.00% | 46:21 | 36:31 | 37:30 | 43:14 | 46:11 | 1:04:15 | 08:41 | 06:25 | |
Vanguard | 8 | 14.29% | 65.3 | 75.00% | +18.75% | +25.00% | +25.00% | 0.00% | 46:01 | 35:16 | 36:31 | 43:13 | 46:11 | 1:04:12 | 09:40 | 07:09 | |
Bracer | 11 | 19.64% | 63.3 | 63.64% | +5.86% | +36.36% | -30.31% | -41.67% | 04:18 | 01:37 | 01:46 | 02:24 | 03:22 | 14:25 | 01:36 | 01:11 | |
Crystalys | 11 | 19.64% | 61.2 | 63.64% | +5.86% | -30.31% | +3.03% | 3.23% | 33:07 | 23:02 | 24:16 | 33:22 | 34:35 | 52:15 | 10:19 | 07:38 | |
Blight Stone | 7 | 12.50% | 59.2 | 71.43% | +14.29% | -21.43% | +28.57% | 2.98% | 29:09 | 16:11 | 16:34 | 32:14 | 33:20 | 37:15 | 16:46 | 12:25 | |
Ring of Health | 14 | 25.00% | 57.1 | 57.14% | -2.38% | -32.14% | +42.86% | 2.80% | 36:45 | 14:12 | 19:20 | 36:31 | 46:10 | 1:04:12 | 26:50 | 19:52 | |
Daedalus | 6 | 10.71% | 55.1 | 66.67% | +8.67% | +33.33% | +33.33% | 0.00% | 39:29 | 34:12 | 35:37 | 36:17 | 41:09 | 53:04 | 05:32 | 04:05 | |
Void Stone | 6 | 10.71% | 53.1 | 66.67% | +8.67% | -16.67% | +33.33% | 0.00% | 29:10 | 10:30 | 14:13 | 23:32 | 42:38 | 50:26 | 28:25 | 21:02 | |
Nullifier | 6 | 10.71% | 51.0 | 66.67% | +8.67% | +33.33% | -66.67% | 0.00% | 51:32 | 25:51 | 44:49 | 53:43 | 58:26 | 1:08:22 | 13:37 | 10:05 | |
Wraith Pact | 2 | 3.57% | 49.0 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 22:17 | 20:04 | 20:04 | 24:30 | 24:30 | 24:30 | 04:26 | 03:17 | |
Morbid Mask | 2 | 3.57% | 46.9 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 18:17 | 16:56 | 16:56 | 19:37 | 19:37 | 19:37 | 02:41 | 01:59 | |
Buckler | 2 | 3.57% | 44.9 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 17:08 | 14:41 | 14:41 | 19:35 | 19:35 | 19:35 | 04:54 | 03:37 | |
Ring of Basilius | 2 | 3.57% | 42.9 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 14:52 | 10:08 | 10:08 | 19:36 | 19:36 | 19:36 | 09:28 | 07:00 | |
Vladmir's Offering | 2 | 3.57% | 40.8 | 100.00% | +42.59% | 0.00% | 0.00% | 0.00% | 19:45 | 18:49 | 18:49 | 20:40 | 20:40 | 20:40 | 01:51 | 01:22 | |
Ring of Protection | 5 | 8.93% | 38.8 | 60.00% | +1.18% | -60.00% | +40.00% | 0.00% | 09:10 | -01:29 | -01:29 | 08:06 | 14:40 | 19:35 | 16:09 | 11:57 | |
Falcon Blade | 6 | 10.71% | 36.7 | 50.00% | -10.00% | 0.00% | +50.00% | 0.00% | 08:17 | 04:33 | 07:02 | 08:25 | 09:23 | 11:46 | 02:21 | 01:44 | |
Power Treads | 4 | 7.14% | 34.7 | 50.00% | -9.62% | -50.00% | -50.00% | 0.00% | 06:10 | 04:52 | 04:52 | 05:17 | 06:15 | 08:16 | 01:23 | 01:01 | |
Swift Blink | 1 | 1.79% | 32.7 | 100.00% | 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 | |
Ghost Scepter | 1 | 1.79% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 00:00 | 00:00 | |
Aether Lens | 1 | 1.79% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 | |
Arcane Boots | 1 | 1.79% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 1.79% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 1.79% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 00:00 | 00:00 | |
Null Talisman | 1 | 1.79% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 38:11 | 00:00 | 00:00 | |
Refresher Orb | 1 | 1.79% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:26 | 50:26 | 50:26 | 50:26 | 50:26 | 50:26 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 1.79% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 37:04 | 00:00 | 00:00 | |
Wraith Band | 7 | 12.50% | 14.3 | 28.57% | -34.70% | -28.57% | +21.43% | 50.00% | 04:11 | 01:39 | 01:51 | 02:32 | 02:48 | 14:20 | 00:57 | 00:42 | |
Soul Ring | 2 | 3.57% | 12.2 | 50.00% | -9.26% | +50.00% | 0.00% | 0.00% | 07:44 | 06:50 | 06:50 | 08:37 | 08:37 | 08:37 | 01:47 | 01:19 | |
Boots of Travel | 2 | 3.57% | 10.2 | 50.00% | -9.26% | -50.00% | 0.00% | 0.00% | 44:23 | 39:58 | 39:58 | 48:48 | 48:48 | 48:48 | 08:50 | 06:32 | |
Battle Fury | 2 | 3.57% | 8.2 | 50.00% | -9.26% | +50.00% | 0.00% | 0.00% | 16:08 | 14:36 | 14:36 | 17:39 | 17:39 | 17:39 | 03:03 | 02:15 | |
Linken's Sphere | 2 | 3.57% | 6.1 | 50.00% | -9.26% | +50.00% | 0.00% | 0.00% | 38:10 | 33:42 | 33:42 | 42:38 | 42:38 | 42:38 | 08:56 | 06:37 | |
Sange | 2 | 3.57% | 4.1 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 28:20 | 24:50 | 24:50 | 31:50 | 31:50 | 31:50 | 07:00 | 05:11 | |
Hood of Defiance | 2 | 3.57% | 2.0 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 19:03 | 17:16 | 17:16 | 20:50 | 20:50 | 20:50 | 03:34 | 02:38 |