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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 | |
Aghanim's Shard | 15 | 18.75% | 100.0 | 86.67% | +54.36% | +13.33% | -11.67% | -2.92% | 30:41 | 21:07 | 23:57 | 25:38 | 32:31 | 49:31 | 08:34 | 06:20 | |
Butterfly | 18 | 22.50% | 97.9 | 83.33% | +52.68% | -3.33% | -8.33% | -0.41% | 35:29 | 23:34 | 28:35 | 33:47 | 40:39 | 53:50 | 12:04 | 08:56 | |
Eye of Skadi | 43 | 53.75% | 95.7 | 60.47% | +38.85% | +12.26% | +3.17% | -2.15% | 28:20 | 21:30 | 25:17 | 26:55 | 29:31 | 45:29 | 04:14 | 03:08 | |
Magic Wand | 37 | 46.25% | 93.6 | 56.76% | +26.53% | +21.02% | -23.43% | -2.78% | 12:08 | 00:33 | 03:06 | 12:57 | 19:05 | 27:17 | 15:59 | 11:50 | |
Magic Stick | 46 | 57.50% | 91.5 | 54.35% | +27.88% | +12.32% | -27.08% | -3.18% | 06:37 | -01:29 | -01:28 | 01:34 | 13:52 | 27:17 | 15:20 | 11:21 | |
Abyssal Blade | 34 | 42.50% | 89.4 | 52.94% | +18.16% | -30.72% | +22.06% | 5.49% | 33:06 | 25:33 | 28:16 | 30:49 | 37:53 | 46:22 | 09:37 | 07:07 | |
Vanguard | 37 | 46.25% | 87.2 | 51.35% | +16.47% | -18.02% | +15.32% | 2.99% | 31:09 | 06:10 | 25:36 | 29:24 | 36:45 | 46:14 | 11:09 | 08:15 | |
Yasha | 78 | 97.50% | 85.1 | 43.59% | +43.59% | +21.41% | -27.80% | -19.68% | 17:47 | 13:57 | 16:23 | 17:30 | 18:53 | 25:17 | 02:30 | 01:51 | |
Black King Bar | 32 | 40.00% | 83.0 | 50.00% | +12.50% | -12.50% | +12.50% | 5.66% | 32:04 | 22:42 | 29:31 | 31:29 | 33:56 | 47:21 | 04:25 | 03:16 | |
Quelling Blade | 80 | 100.00% | 80.9 | 42.50% | +42.50% | +2.50% | -17.50% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 | |
Boots of Speed | 80 | 100.00% | 78.7 | 42.50% | +42.50% | -7.50% | +2.50% | 3.11% | 07:15 | 01:37 | 04:56 | 06:32 | 08:09 | 15:50 | 03:13 | 02:22 | |
Manta Style | 72 | 90.00% | 76.6 | 43.06% | +5.56% | +29.16% | -37.50% | -27.39% | 20:38 | 16:40 | 19:11 | 20:16 | 21:37 | 28:46 | 02:26 | 01:48 | |
Ring of Health | 79 | 98.75% | 74.5 | 41.77% | -58.23% | +13.23% | -16.77% | -13.24% | 05:02 | 02:01 | 03:23 | 04:15 | 05:39 | 15:08 | 02:16 | 01:40 | |
Void Stone | 79 | 98.75% | 72.3 | 41.77% | -58.23% | -1.77% | -1.77% | 0.00% | 12:41 | 06:24 | 11:10 | 12:32 | 14:13 | 19:19 | 03:03 | 02:15 | |
Power Treads | 79 | 98.75% | 70.2 | 41.77% | -58.23% | -1.77% | -11.77% | -2.35% | 09:41 | 04:59 | 06:48 | 08:18 | 11:03 | 25:42 | 04:15 | 03:08 | |
Battle Fury | 79 | 98.75% | 68.1 | 41.77% | -58.23% | +13.23% | -26.77% | -15.69% | 14:09 | 08:29 | 12:53 | 14:06 | 15:26 | 19:24 | 02:33 | 01:53 | |
Skull Basher | 47 | 58.75% | 66.0 | 44.68% | +5.29% | +5.32% | +13.65% | 1.10% | 28:22 | 20:51 | 23:29 | 26:42 | 31:02 | 43:04 | 07:33 | 05:35 | |
Morbid Mask | 7 | 8.75% | 63.8 | 71.43% | +31.70% | +28.57% | -21.43% | -2.53% | 31:46 | 06:46 | 20:53 | 39:36 | 40:39 | 42:58 | 19:46 | 14:38 | |
Moon Shard | 5 | 6.25% | 61.7 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 52:26 | 39:55 | 39:55 | 51:39 | 56:27 | 1:05:07 | 16:32 | 12:14 | |
Sange and Yasha | 5 | 6.25% | 59.6 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 24:24 | 18:29 | 18:29 | 21:16 | 21:42 | 40:36 | 03:13 | 02:22 | |
Satanic | 5 | 6.25% | 57.4 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 37:12 | 26:25 | 26:25 | 40:08 | 40:55 | 46:16 | 14:30 | 10:44 | |
Wraith Band | 34 | 42.50% | 55.3 | 38.24% | -7.41% | -4.91% | -13.24% | -3.09% | 03:49 | 01:24 | 02:00 | 02:28 | 04:42 | 15:23 | 02:42 | 02:00 | |
Sange | 7 | 8.75% | 53.2 | 57.14% | +16.04% | +42.86% | -7.14% | -6.99% | 25:02 | 18:29 | 19:31 | 21:42 | 26:40 | 40:36 | 07:09 | 05:17 | |
Assault Cuirass | 5 | 6.25% | 51.1 | 60.00% | +18.67% | +40.00% | +40.00% | 0.00% | 36:14 | 31:01 | 31:01 | 34:02 | 37:11 | 44:56 | 06:10 | 04:34 | |
Monkey King Bar | 5 | 6.25% | 48.9 | 60.00% | +18.67% | +40.00% | -60.00% | 0.00% | 36:13 | 30:45 | 30:45 | 36:20 | 37:49 | 40:12 | 07:04 | 05:14 | |
Javelin | 5 | 6.25% | 46.8 | 60.00% | +18.67% | +40.00% | -60.00% | 0.00% | 35:07 | 30:34 | 30:34 | 35:18 | 35:41 | 39:18 | 05:07 | 03:47 | |
Buckler | 5 | 6.25% | 44.7 | 60.00% | +18.67% | -60.00% | +40.00% | 0.00% | 34:01 | 26:33 | 26:33 | 31:09 | 36:53 | 44:41 | 10:20 | 07:39 | |
Orb of Venom | 12 | 15.00% | 42.6 | 41.67% | -0.98% | +25.00% | -41.67% | -66.67% | 00:20 | -01:30 | -01:29 | 00:48 | 01:25 | 01:42 | 02:54 | 02:08 | |
Ring of Protection | 6 | 7.50% | 40.4 | 50.00% | +8.11% | -50.00% | +50.00% | 9.68% | 28:06 | -01:29 | 26:33 | 30:47 | 36:53 | 44:41 | 10:20 | 07:39 | |
Aghanim's Scepter | 3 | 3.75% | 38.3 | 66.67% | +25.11% | -66.67% | 0.00% | 0.00% | 41:42 | 27:20 | 27:20 | 35:44 | 1:02:03 | 1:02:03 | 34:43 | 25:42 | |
Blight Stone | 4 | 5.00% | 36.2 | 50.00% | +7.89% | -50.00% | +50.00% | 0.00% | 19:46 | 01:33 | 01:33 | 04:56 | 06:07 | 1:06:28 | 04:34 | 03:22 | |
Tranquil Boots | 1 | 1.25% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 10:10 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 1.25% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 1:02:03 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 1.25% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 00:00 | 00:00 | |
Mask of Madness | 1 | 1.25% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 09:11 | 00:00 | 00:00 | |
Refresher Orb | 1 | 1.25% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 00:00 | 00:00 | |
Desolator | 1 | 1.25% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 00:00 | 00:00 | |
Echo Sabre | 2 | 2.50% | 21.3 | 50.00% | +7.69% | +50.00% | 0.00% | 0.00% | 19:50 | 12:23 | 12:23 | 27:16 | 27:16 | 27:16 | 14:53 | 11:01 | |
Ethereal Blade | 3 | 3.75% | 19.1 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 36:37 | 33:50 | 33:50 | 35:50 | 40:12 | 40:12 | 06:22 | 04:42 | |
Orb of Corrosion | 3 | 3.75% | 17.0 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 05:24 | 02:56 | 02:56 | 05:41 | 07:34 | 07:34 | 04:38 | 03:25 | |
Fluffy Hat | 3 | 3.75% | 14.9 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 04:38 | 02:15 | 02:15 | 04:56 | 06:44 | 06:44 | 04:29 | 03:19 | |
Ghost Scepter | 4 | 5.00% | 12.8 | 25.00% | -18.42% | -25.00% | +75.00% | 0.00% | 30:51 | 18:34 | 18:34 | 31:49 | 33:36 | 39:23 | 15:02 | 11:08 | |
Wind Lace | 5 | 6.25% | 10.6 | 20.00% | -24.00% | -20.00% | -20.00% | 0.00% | 13:54 | 08:23 | 08:23 | 13:56 | 17:41 | 19:47 | 09:18 | 06:53 | |
Divine Rapier | 3 | 3.75% | 8.5 | 0.00% | -44.16% | 0.00% | 0.00% | 0.00% | 50:04 | 41:50 | 41:50 | 52:54 | 55:29 | 55:29 | 13:39 | 10:06 | |
Heaven's Halberd | 2 | 2.50% | 6.4 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 29:39 | 28:53 | 28:53 | 30:25 | 30:25 | 30:25 | 01:32 | 01:08 | |
Nullifier | 1 | 1.25% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 42:48 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 1.25% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |