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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 | |
Aghanim's Scepter | 9 | 18.00% | 100.0 | 100.00% | +68.29% | 0.00% | 0.00% | 0.00% | 31:37 | 21:52 | 24:51 | 29:49 | 33:21 | 45:35 | 08:30 | 06:17 | |
Aghanim's Blessing | 4 | 8.00% | 97.7 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 43:29 | 37:58 | 37:58 | 44:36 | 45:26 | 45:57 | 07:28 | 05:31 | |
Eye of Skadi | 4 | 8.00% | 95.3 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 35:49 | 30:30 | 30:30 | 31:28 | 34:50 | 46:26 | 04:20 | 03:12 | |
Satanic | 18 | 36.00% | 93.0 | 66.67% | +35.42% | +13.33% | -16.67% | -4.65% | 34:01 | 24:39 | 31:22 | 34:54 | 37:49 | 39:17 | 06:27 | 04:46 | |
Sange | 13 | 26.00% | 90.7 | 69.23% | +34.09% | -2.56% | +30.77% | 3.94% | 25:25 | 14:42 | 19:23 | 26:14 | 27:50 | 34:26 | 08:27 | 06:15 | |
Morbid Mask | 19 | 38.00% | 88.4 | 63.16% | +30.90% | +16.84% | +16.84% | 0.00% | 31:13 | 20:50 | 27:25 | 31:26 | 34:46 | 39:05 | 07:21 | 05:26 | |
Desolator | 42 | 84.00% | 86.0 | 50.00% | +37.50% | +4.55% | -10.00% | -2.77% | 19:58 | 11:58 | 17:27 | 20:03 | 22:42 | 28:46 | 05:15 | 03:53 | |
Sange and Yasha | 11 | 22.00% | 83.7 | 63.64% | +25.18% | +3.03% | +36.36% | 3.16% | 26:50 | 15:01 | 19:23 | 27:48 | 29:55 | 36:52 | 10:32 | 07:48 | |
Yasha | 11 | 22.00% | 81.4 | 63.64% | +25.18% | +3.03% | +36.36% | 2.49% | 25:33 | 12:01 | 16:18 | 27:20 | 29:40 | 36:07 | 13:22 | 09:54 | |
Ring of Health | 41 | 82.00% | 79.1 | 46.34% | +13.01% | -6.34% | +3.66% | 0.98% | 09:13 | 02:41 | 03:39 | 07:05 | 13:51 | 35:15 | 10:12 | 07:33 | |
Blight Stone | 50 | 100.00% | 76.7 | 44.00% | +44.00% | +2.15% | +6.00% | 0.24% | 10:47 | -01:29 | 02:02 | 13:48 | 17:52 | 26:29 | 15:50 | 11:43 | |
Power Treads | 50 | 100.00% | 74.4 | 44.00% | +44.00% | +17.54% | -19.00% | -15.02% | 07:54 | 03:45 | 06:24 | 07:30 | 08:50 | 18:15 | 02:26 | 01:48 | |
Boots of Speed | 50 | 100.00% | 72.1 | 44.00% | +44.00% | +2.15% | -10.67% | -4.42% | 05:36 | 02:33 | 04:03 | 05:18 | 06:57 | 14:41 | 02:54 | 02:08 | |
Quelling Blade | 50 | 100.00% | 69.8 | 44.00% | +44.00% | -5.54% | +14.33% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:19 | 00:00 | 00:00 | |
Void Stone | 39 | 78.00% | 67.4 | 46.15% | +9.79% | +3.85% | -16.15% | -6.06% | 13:03 | 07:27 | 11:21 | 13:01 | 14:39 | 29:35 | 03:18 | 02:26 | |
Magic Stick | 45 | 90.00% | 65.1 | 44.44% | +4.44% | -8.08% | +1.01% | 9.09% | 00:47 | -01:29 | -01:29 | 00:39 | 01:58 | 07:53 | 03:27 | 02:33 | |
Magic Wand | 43 | 86.00% | 62.8 | 44.19% | +1.33% | +19.45% | +28.54% | 1.62% | 07:08 | 00:33 | 02:28 | 04:05 | 08:05 | 23:58 | 05:37 | 04:09 | |
Battle Fury | 38 | 76.00% | 60.5 | 44.74% | +3.07% | +25.26% | -11.41% | -23.16% | 14:58 | 11:33 | 14:09 | 15:04 | 15:44 | 17:24 | 01:35 | 01:10 | |
Black King Bar | 42 | 84.00% | 58.1 | 42.86% | -7.14% | +11.69% | -2.86% | -3.08% | 22:52 | 18:04 | 20:27 | 22:32 | 25:10 | 28:14 | 04:43 | 03:29 | |
Helm of Iron Will | 6 | 12.00% | 55.8 | 66.67% | +25.76% | -16.67% | +33.33% | 0.00% | 38:04 | 29:26 | 33:47 | 36:28 | 44:26 | 45:02 | 10:39 | 07:53 | |
Skull Basher | 23 | 46.00% | 53.5 | 43.48% | -0.96% | +23.19% | -26.81% | -8.33% | 27:35 | 21:52 | 24:18 | 27:56 | 30:18 | 34:31 | 06:00 | 04:26 | |
Aghanim's Shard | 12 | 24.00% | 51.2 | 50.00% | +7.89% | +16.67% | -50.00% | -4.73% | 32:51 | 21:21 | 25:45 | 26:36 | 39:50 | 52:23 | 14:05 | 10:25 | |
Monkey King Bar | 2 | 4.00% | 48.8 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 40:53 | 29:32 | 29:32 | 52:14 | 52:14 | 52:14 | 22:42 | 16:48 | |
Javelin | 2 | 4.00% | 46.5 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 40:23 | 28:45 | 28:45 | 52:00 | 52:00 | 52:00 | 23:15 | 17:13 | |
Bottle | 2 | 4.00% | 44.2 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 17:31 | 04:53 | 04:53 | 30:08 | 30:08 | 30:08 | 25:15 | 18:42 | |
Nullifier | 5 | 10.00% | 41.9 | 60.00% | +17.78% | -60.00% | +40.00% | 0.00% | 40:27 | 33:50 | 33:50 | 40:17 | 45:26 | 45:44 | 11:36 | 08:35 | |
Fluffy Hat | 11 | 22.00% | 39.5 | 36.36% | -9.79% | -3.03% | +30.31% | 33.34% | 03:54 | 01:12 | 02:19 | 02:36 | 03:12 | 15:57 | 00:53 | 00:39 | |
Orb of Venom | 11 | 22.00% | 37.2 | 36.36% | -9.79% | -3.03% | -3.03% | 0.00% | 00:55 | -01:29 | -01:29 | 01:07 | 02:35 | 04:23 | 04:04 | 03:00 | |
Orb of Corrosion | 11 | 22.00% | 34.9 | 36.36% | -9.79% | -3.03% | +30.31% | 24.10% | 05:03 | 02:54 | 03:03 | 03:09 | 04:26 | 16:28 | 01:23 | 01:01 | |
Vanguard | 7 | 14.00% | 32.6 | 42.86% | -1.33% | +57.14% | +7.14% | 0.00% | 33:26 | 23:59 | 28:38 | 35:15 | 35:21 | 41:24 | 06:43 | 04:58 | |
Abyssal Blade | 7 | 14.00% | 30.2 | 42.86% | -1.33% | +57.14% | +7.14% | 0.00% | 34:03 | 25:25 | 29:40 | 35:15 | 35:23 | 41:27 | 05:43 | 04:14 | |
Linken's Sphere | 1 | 2.00% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 00:00 | 00:00 | |
Swift Blink | 1 | 2.00% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:45 | 1:05:45 | 1:05:45 | 1:05:45 | 1:05:45 | 1:05:45 | 00:00 | 00:00 | |
Blink Dagger | 1 | 2.00% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:29 | 1:05:29 | 1:05:29 | 1:05:29 | 1:05:29 | 1:05:29 | 00:00 | 00:00 | |
Wraith Band | 10 | 20.00% | 20.9 | 30.00% | -17.50% | +3.33% | -30.00% | 0.00% | 04:30 | 01:33 | 02:13 | 02:37 | 03:39 | 15:54 | 01:26 | 01:03 | |
Divine Rapier | 2 | 4.00% | 18.6 | 50.00% | +6.25% | -50.00% | 0.00% | 0.00% | 49:18 | 40:54 | 40:54 | 57:42 | 57:42 | 57:42 | 16:48 | 12:26 | |
Echo Sabre | 3 | 6.00% | 16.3 | 33.33% | -11.35% | +66.67% | 0.00% | 0.00% | 13:23 | 12:56 | 12:56 | 13:02 | 14:12 | 14:12 | 01:16 | 00:56 | |
Wind Lace | 3 | 6.00% | 14.0 | 33.33% | -11.35% | +66.67% | 0.00% | 0.00% | 15:56 | 13:11 | 13:11 | 15:28 | 19:08 | 19:08 | 05:57 | 04:24 | |
Refresher Orb | 1 | 2.00% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 54:24 | 00:00 | 00:00 | |
Bloodthorn | 1 | 2.00% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.00% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 2.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 47:11 | 00:00 | 00:00 | |
Moon Shard | 1 | 2.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 00:00 | 00:00 |