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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 | |
Swift Blink | 26 | 31.33% | 100.0 | 84.62% | +47.78% | +15.38% | -17.95% | -3.84% | 40:42 | 26:58 | 36:26 | 41:13 | 45:07 | 52:41 | 08:41 | 06:25 | |
Abyssal Blade | 48 | 57.83% | 98.0 | 64.58% | +30.29% | +27.09% | -31.25% | -10.00% | 33:11 | 27:26 | 30:15 | 31:54 | 36:05 | 42:04 | 05:50 | 04:19 | |
Vanguard | 48 | 57.83% | 96.0 | 64.58% | +30.29% | +18.75% | -22.91% | -7.04% | 32:22 | 12:05 | 29:40 | 31:42 | 35:35 | 41:52 | 05:55 | 04:22 | |
Aghanim's Scepter | 11 | 13.25% | 94.0 | 81.82% | +34.60% | +18.18% | -15.15% | -5.25% | 31:41 | 20:29 | 27:15 | 32:35 | 33:36 | 38:26 | 06:21 | 04:42 | |
Skull Basher | 72 | 86.75% | 92.0 | 59.72% | +59.72% | +34.72% | -31.94% | -22.22% | 26:13 | 17:23 | 24:41 | 26:00 | 27:41 | 33:29 | 03:00 | 02:13 | |
Boots of Travel 2 | 5 | 6.02% | 90.0 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 50:15 | 37:07 | 37:07 | 47:43 | 1:01:46 | 1:04:58 | 24:39 | 18:15 | |
Wraith Band | 25 | 30.12% | 88.0 | 68.00% | +23.17% | -1.33% | +15.33% | 16.39% | 02:51 | 00:26 | 01:46 | 02:11 | 02:47 | 15:51 | 01:01 | 00:45 | |
Morbid Mask | 12 | 14.46% | 86.0 | 75.00% | +27.11% | -41.67% | +25.00% | 5.46% | 36:38 | 13:18 | 29:47 | 31:03 | 41:59 | 1:07:35 | 12:12 | 09:02 | |
Blink Dagger | 80 | 96.39% | 84.0 | 53.75% | +53.75% | +11.25% | -18.75% | -5.11% | 20:35 | 14:36 | 17:12 | 21:00 | 23:04 | 31:27 | 05:52 | 04:20 | |
Void Stone | 81 | 97.59% | 82.0 | 53.09% | +53.09% | +1.91% | -13.09% | -4.29% | 11:44 | 05:24 | 10:02 | 11:52 | 13:32 | 16:36 | 03:30 | 02:35 | |
Battle Fury | 81 | 97.59% | 80.0 | 53.09% | +53.09% | +6.91% | -23.09% | -16.98% | 14:13 | 10:29 | 13:14 | 14:16 | 15:00 | 18:33 | 01:46 | 01:18 | |
Black King Bar | 77 | 92.77% | 78.0 | 53.25% | +19.92% | +20.43% | -11.14% | -9.52% | 21:32 | 17:49 | 19:49 | 21:14 | 23:08 | 28:02 | 03:19 | 02:27 | |
Ring of Health | 82 | 98.80% | 76.0 | 52.44% | +52.44% | -9.58% | -2.44% | 2.24% | 05:42 | 01:49 | 03:37 | 04:53 | 06:48 | 15:23 | 03:11 | 02:21 | |
Boots of Speed | 83 | 100.00% | 74.0 | 51.81% | +51.81% | +0.57% | +0.57% | 0.00% | 03:49 | 00:48 | 02:25 | 03:34 | 04:57 | 07:34 | 02:32 | 01:52 | |
Quelling Blade | 83 | 100.00% | 72.0 | 51.81% | +51.81% | -23.24% | +5.33% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Satanic | 9 | 10.84% | 70.0 | 77.78% | +29.13% | +22.22% | +22.22% | 0.00% | 41:14 | 25:00 | 30:38 | 35:20 | 52:31 | 1:07:48 | 21:53 | 16:12 | |
Phase Boots | 63 | 75.90% | 68.0 | 52.38% | +2.38% | +3.87% | -8.63% | -5.00% | 08:53 | 04:26 | 06:51 | 08:19 | 09:21 | 26:26 | 02:30 | 01:51 | |
Chainmail | 63 | 75.90% | 66.0 | 52.38% | +2.38% | +3.87% | +3.87% | 0.00% | 07:40 | 03:30 | 05:46 | 06:55 | 07:50 | 26:21 | 02:04 | 01:31 | |
Magic Stick | 68 | 81.93% | 64.0 | 51.47% | -1.86% | +7.35% | -10.29% | 0.00% | -00:03 | -01:30 | -01:29 | -01:29 | -01:29 | 20:51 | 00:00 | 00:00 | |
Wind Lace | 38 | 45.78% | 62.0 | 55.26% | +6.37% | +14.74% | -21.93% | -16.30% | 13:41 | 03:31 | 12:59 | 14:02 | 15:14 | 33:56 | 02:15 | 01:40 | |
Magic Wand | 48 | 57.83% | 60.0 | 52.08% | +0.65% | -2.08% | -18.75% | -1.42% | 10:44 | 01:40 | 04:12 | 09:57 | 15:56 | 22:00 | 11:44 | 08:41 | |
Monkey King Bar | 15 | 18.07% | 58.0 | 60.00% | +10.00% | +15.00% | +15.00% | 0.00% | 34:55 | 30:11 | 31:22 | 34:32 | 38:03 | 40:21 | 06:41 | 04:57 | |
Fluffy Hat | 3 | 3.61% | 56.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 07:24 | 03:10 | 03:10 | 04:51 | 14:11 | 14:11 | 11:01 | 08:09 | |
Orb of Corrosion | 3 | 3.61% | 54.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 08:16 | 04:28 | 04:28 | 05:28 | 14:51 | 14:51 | 10:23 | 07:41 | |
Eye of Skadi | 3 | 3.61% | 52.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:39 | 29:01 | 29:01 | 30:50 | 32:07 | 32:07 | 03:06 | 02:17 | |
Orb of Venom | 7 | 8.43% | 50.0 | 71.43% | +21.43% | -21.43% | +28.57% | 33.71% | 02:29 | -01:28 | 01:50 | 03:05 | 03:19 | 04:50 | 01:29 | 01:05 | |
Javelin | 17 | 20.48% | 48.0 | 52.94% | +1.42% | -2.94% | +22.06% | 3.88% | 33:08 | 27:57 | 29:27 | 31:37 | 35:54 | 39:55 | 06:27 | 04:46 | |
Power Treads | 18 | 21.69% | 46.0 | 50.00% | -2.31% | -10.00% | -25.00% | -5.23% | 08:47 | 04:45 | 06:54 | 07:53 | 09:46 | 15:51 | 02:52 | 02:07 | |
Nullifier | 6 | 7.23% | 44.0 | 66.67% | +16.02% | -16.67% | +33.33% | 0.00% | 36:40 | 27:31 | 27:44 | 35:29 | 42:52 | 50:28 | 15:08 | 11:12 | |
Helm of Iron Will | 6 | 7.23% | 42.0 | 66.67% | +16.02% | -16.67% | +33.33% | 0.00% | 35:40 | 24:34 | 26:38 | 34:57 | 42:31 | 50:09 | 15:53 | 11:45 | |
Blight Stone | 4 | 4.82% | 40.0 | 75.00% | +24.37% | +25.00% | +25.00% | 0.00% | 06:10 | 02:19 | 02:19 | 03:32 | 04:40 | 14:10 | 02:21 | 01:44 | |
Shadow Blade | 2 | 2.41% | 38.0 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 30:10 | 26:56 | 26:56 | 33:23 | 33:23 | 33:23 | 06:27 | 04:46 | |
Crystalys | 2 | 2.41% | 36.0 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 33:12 | 29:41 | 29:41 | 36:43 | 36:43 | 36:43 | 07:02 | 05:12 | |
Silver Edge | 2 | 2.41% | 34.0 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 33:36 | 29:58 | 29:58 | 37:14 | 37:14 | 37:14 | 07:16 | 05:22 | |
Refresher Orb | 6 | 7.23% | 32.0 | 50.00% | -1.95% | 0.00% | +50.00% | 0.00% | 47:29 | 36:22 | 38:59 | 48:20 | 55:12 | 55:36 | 16:13 | 12:00 | |
Bloodthorn | 1 | 1.20% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 | |
Moon Shard | 1 | 1.20% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 | |
Mage Slayer | 1 | 1.20% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.20% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 1.20% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 18:58 | 00:00 | 00:00 | |
Yasha | 1 | 1.20% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:42 | 16:42 | 16:42 | 16:42 | 16:42 | 16:42 | 00:00 | 00:00 | |
Sange | 1 | 1.20% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 18:42 | 00:00 | 00:00 | |
Boots of Travel | 1 | 1.20% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:31 | 42:31 | 42:31 | 42:31 | 42:31 | 42:31 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 1.20% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 1.20% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 | |
Aghanim's Shard | 17 | 20.48% | 10.0 | 23.53% | -35.56% | +1.47% | -23.53% | -5.73% | 33:22 | 28:02 | 30:30 | 33:33 | 34:52 | 44:43 | 04:22 | 03:14 | |
Linken's Sphere | 5 | 6.02% | 8.0 | 20.00% | -33.85% | +80.00% | -20.00% | 0.00% | 41:13 | 34:32 | 34:32 | 42:13 | 45:06 | 46:56 | 10:34 | 07:49 | |
Diffusal Blade | 1 | 1.20% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 10:48 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 1.20% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 00:00 | 00:00 | |
Divine Rapier | 1 | 1.20% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 49:50 | 00:00 | 00:00 |