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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 | |
Phase Boots | 53 | 65.43% | 100.0 | 67.92% | +28.63% | -14.07% | +9.00% | 3.91% | 12:33 | 04:35 | 08:03 | 10:14 | 13:57 | 36:14 | 05:54 | 04:22 | |
Chainmail | 53 | 65.43% | 98.2 | 67.92% | +28.63% | -14.07% | +16.70% | 4.92% | 11:30 | 02:01 | 06:33 | 09:43 | 12:48 | 35:56 | 06:15 | 04:37 | |
Helm of Iron Will | 21 | 25.93% | 96.5 | 76.19% | +24.52% | +3.81% | -16.19% | -0.49% | 23:12 | 02:57 | 03:55 | 12:13 | 44:24 | 1:08:13 | 40:29 | 29:59 | |
Aghanim's Shard | 9 | 11.11% | 94.7 | 88.89% | +34.72% | +11.11% | +11.11% | 0.00% | 26:40 | 15:01 | 15:54 | 27:38 | 31:21 | 41:08 | 15:27 | 11:26 | |
Vanguard | 12 | 14.81% | 93.0 | 83.33% | +29.71% | +16.67% | -16.66% | -3.48% | 43:24 | 33:59 | 36:31 | 41:27 | 46:05 | 1:04:12 | 09:34 | 07:05 | |
Abyssal Blade | 12 | 14.81% | 91.2 | 83.33% | +29.71% | +16.67% | -16.66% | -3.87% | 43:50 | 33:59 | 37:30 | 41:49 | 46:07 | 1:04:15 | 08:37 | 06:22 | |
Black King Bar | 67 | 82.72% | 89.5 | 61.19% | +18.33% | +3.52% | +15.28% | 1.32% | 24:39 | 15:00 | 19:37 | 22:37 | 28:32 | 39:42 | 08:55 | 06:36 | |
Magic Stick | 72 | 88.89% | 87.7 | 59.72% | +15.28% | +1.39% | -9.72% | -2.65% | 02:39 | -01:29 | -01:29 | 02:14 | 05:41 | 12:23 | 07:10 | 05:18 | |
Skull Basher | 48 | 59.26% | 86.0 | 62.50% | +10.98% | +12.50% | -12.50% | -2.16% | 32:22 | 21:18 | 26:33 | 31:06 | 38:07 | 48:55 | 11:34 | 08:34 | |
Boots of Speed | 81 | 100.00% | 84.2 | 58.02% | +58.02% | -13.02% | +1.98% | 5.06% | 05:27 | -01:29 | 03:46 | 05:27 | 06:44 | 13:01 | 02:58 | 02:11 | |
Magic Wand | 64 | 79.01% | 82.5 | 59.38% | +6.44% | +28.12% | -34.38% | -16.59% | 08:14 | -01:29 | 06:15 | 07:19 | 10:01 | 23:27 | 03:46 | 02:47 | |
Fluffy Hat | 22 | 27.16% | 80.7 | 68.18% | +13.94% | -34.85% | +11.82% | 5.31% | 14:26 | 01:56 | 07:47 | 10:38 | 16:34 | 37:15 | 08:47 | 06:30 | |
Armlet of Mordiggian | 12 | 14.81% | 78.9 | 75.00% | +19.93% | -8.33% | +25.00% | 11.11% | 12:31 | 09:43 | 10:36 | 13:00 | 13:36 | 15:10 | 03:00 | 02:13 | |
Blight Stone | 12 | 14.81% | 77.2 | 75.00% | +19.93% | -8.33% | +25.00% | 1.94% | 26:03 | -01:29 | 16:11 | 27:35 | 33:20 | 52:05 | 17:09 | 12:42 | |
Wind Lace | 27 | 33.33% | 75.4 | 62.96% | +7.40% | +8.47% | -20.10% | -2.97% | 11:19 | -01:29 | 05:43 | 12:29 | 15:20 | 21:48 | 09:37 | 07:07 | |
Blink Dagger | 31 | 38.27% | 73.7 | 61.29% | +5.29% | +13.71% | -23.79% | -4.23% | 31:08 | 18:39 | 25:24 | 28:26 | 34:16 | 55:30 | 08:52 | 06:34 | |
Orb of Venom | 20 | 24.69% | 71.9 | 65.00% | +9.26% | -5.00% | -25.00% | 0.00% | -00:48 | -01:29 | -01:29 | -01:29 | -01:29 | 06:51 | 00:00 | 00:00 | |
Quelling Blade | 45 | 55.56% | 70.2 | 55.56% | -5.55% | -10.11% | -1.01% | 0.00% | 00:31 | -01:29 | -01:29 | -01:29 | -01:29 | 24:48 | 00:00 | 00:00 | |
Buckler | 4 | 4.94% | 68.4 | 100.00% | +44.16% | 0.00% | 0.00% | 0.00% | 18:53 | 13:56 | 13:56 | 14:41 | 19:35 | 27:20 | 05:39 | 04:11 | |
Morbid Mask | 4 | 4.94% | 66.7 | 100.00% | +44.16% | 0.00% | 0.00% | 0.00% | 23:25 | 16:56 | 16:56 | 19:37 | 27:20 | 29:45 | 10:24 | 07:42 | |
Crystalys | 16 | 19.75% | 64.9 | 62.50% | +5.58% | -37.50% | +12.50% | 5.73% | 33:10 | 23:02 | 27:41 | 33:22 | 36:25 | 52:15 | 08:44 | 06:28 | |
Orb of Corrosion | 8 | 9.88% | 63.2 | 75.00% | +18.84% | -25.00% | +25.00% | 0.00% | 23:05 | 02:43 | 07:17 | 17:05 | 33:42 | 37:35 | 26:25 | 19:34 | |
Nullifier | 8 | 9.88% | 61.4 | 75.00% | +18.84% | +25.00% | -25.00% | 0.00% | 50:13 | 25:51 | 33:38 | 53:43 | 58:26 | 1:08:22 | 24:48 | 18:22 | |
Vladmir's Offering | 3 | 3.70% | 59.6 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 22:16 | 18:49 | 18:49 | 20:40 | 27:20 | 27:20 | 08:31 | 06:18 | |
Ring of Basilius | 3 | 3.70% | 57.9 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 19:01 | 10:08 | 10:08 | 19:36 | 27:20 | 27:20 | 17:12 | 12:44 | |
Wraith Pact | 3 | 3.70% | 56.1 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 25:27 | 20:04 | 20:04 | 24:30 | 31:47 | 31:47 | 11:43 | 08:40 | |
Ring of Protection | 7 | 8.64% | 54.4 | 71.43% | +14.67% | -21.43% | +28.57% | 0.00% | 12:27 | -01:29 | 05:00 | 13:56 | 14:40 | 27:20 | 09:40 | 07:09 | |
Ring of Health | 24 | 29.63% | 52.6 | 50.00% | -11.40% | 0.00% | 0.00% | 0.00% | 29:11 | 04:04 | 14:42 | 19:20 | 41:45 | 1:04:12 | 27:03 | 20:02 | |
Bracer | 12 | 14.81% | 50.9 | 58.33% | +0.36% | +41.67% | -25.00% | -41.67% | 04:10 | 01:37 | 01:46 | 02:24 | 03:22 | 14:25 | 01:36 | 01:11 | |
Daedalus | 10 | 12.35% | 49.1 | 60.00% | +2.25% | +6.67% | +40.00% | 4.29% | 39:21 | 32:01 | 35:32 | 36:17 | 43:18 | 53:04 | 07:46 | 05:45 | |
Falcon Blade | 9 | 11.11% | 47.4 | 55.56% | -2.77% | -5.56% | -5.56% | 0.00% | 09:04 | 04:33 | 07:02 | 09:23 | 10:15 | 11:58 | 03:13 | 02:22 | |
Ghost Scepter | 2 | 2.47% | 45.6 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 35:22 | 28:27 | 28:27 | 42:16 | 42:16 | 42:16 | 13:49 | 10:14 | |
Force Staff | 2 | 2.47% | 43.9 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 21:40 | 20:55 | 20:55 | 22:24 | 22:24 | 22:24 | 01:29 | 01:05 | |
Tranquil Boots | 2 | 2.47% | 42.1 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 23:42 | 13:50 | 13:50 | 33:34 | 33:34 | 33:34 | 19:44 | 14:37 | |
Void Stone | 14 | 17.28% | 40.4 | 42.86% | -18.33% | +7.14% | +23.81% | 1.79% | 20:45 | 08:46 | 14:13 | 16:01 | 23:32 | 50:26 | 09:19 | 06:54 | |
Linken's Sphere | 3 | 3.70% | 38.6 | 66.67% | +8.98% | +33.33% | 0.00% | 0.00% | 35:13 | 29:19 | 29:19 | 33:42 | 42:38 | 42:38 | 13:19 | 09:51 | |
Wraith Band | 12 | 14.81% | 36.8 | 33.33% | -28.99% | 0.00% | 0.00% | 0.00% | 03:43 | 01:28 | 01:43 | 02:18 | 02:58 | 14:20 | 01:15 | 00:55 | |
Overwhelming Blink | 1 | 1.23% | 35.1 | 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 | |
Swift Blink | 1 | 1.23% | 33.3 | 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 | |
Glimmer Cape | 1 | 1.23% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 20:46 | 00:00 | 00:00 | |
Aether Lens | 1 | 1.23% | 29.8 | 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 | |
Monkey King Bar | 1 | 1.23% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 1.23% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 23:28 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 1.23% | 24.6 | 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 | |
Arcane Boots | 1 | 1.23% | 22.8 | 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 | |
Desolator | 1 | 1.23% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 52:05 | 00:00 | 00:00 | |
Satanic | 1 | 1.23% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 | |
Refresher Orb | 1 | 1.23% | 17.5 | 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 | |
Null Talisman | 1 | 1.23% | 15.8 | 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 | |
Javelin | 1 | 1.23% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 1.23% | 12.3 | 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 | |
Battle Fury | 10 | 12.35% | 10.5 | 30.00% | -31.97% | +36.67% | -30.00% | -32.26% | 15:43 | 13:21 | 14:36 | 15:39 | 16:40 | 17:39 | 02:04 | 01:31 | |
Power Treads | 10 | 12.35% | 8.8 | 30.00% | -31.97% | +36.67% | -30.00% | -66.67% | 07:05 | 04:52 | 05:32 | 06:03 | 06:30 | 16:14 | 00:58 | 00:42 | |
Soul Ring | 2 | 2.47% | 7.0 | 50.00% | -8.23% | +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 | 2.47% | 5.3 | 50.00% | -8.23% | -50.00% | 0.00% | 0.00% | 44:23 | 39:58 | 39:58 | 48:48 | 48:48 | 48:48 | 08:50 | 06:32 | |
Sange | 2 | 2.47% | 3.5 | 0.00% | -59.49% | 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 | 2.47% | 1.8 | 0.00% | -59.49% | 0.00% | 0.00% | 0.00% | 19:03 | 17:16 | 17:16 | 20:50 | 20:50 | 20:50 | 03:34 | 02:38 |