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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 Scepter | 9 | 25.00% | 100.0 | 88.89% | +48.15% | +11.11% | +11.11% | 0.00% | 33:49 | 21:51 | 22:51 | 35:01 | 36:40 | 47:09 | 13:49 | 10:14 | |
Blight Stone | 12 | 33.33% | 97.7 | 75.00% | +33.33% | -8.33% | -8.33% | 0.00% | 02:42 | -01:29 | -01:29 | 01:27 | 05:53 | 10:42 | 07:22 | 05:27 | |
Magic Wand | 26 | 72.22% | 95.3 | 61.54% | +31.54% | +9.89% | -11.54% | -5.27% | 06:01 | -01:29 | 02:47 | 05:24 | 06:51 | 24:42 | 04:04 | 03:00 | |
Aghanim's Shard | 30 | 83.33% | 93.0 | 56.67% | +23.34% | +30.83% | +0.47% | -4.60% | 21:41 | 15:01 | 18:01 | 20:31 | 24:37 | 35:43 | 06:36 | 04:53 | |
Magic Stick | 26 | 72.22% | 90.7 | 57.69% | +17.69% | +13.74% | -7.69% | -10.20% | 02:00 | -01:29 | -01:29 | 00:03 | 03:35 | 14:00 | 05:04 | 03:45 | |
Ring of Health | 8 | 22.22% | 88.4 | 75.00% | +28.57% | +25.00% | +25.00% | 0.00% | 25:09 | 15:41 | 16:26 | 20:13 | 22:06 | 1:03:50 | 05:40 | 04:11 | |
Boots of Speed | 36 | 100.00% | 86.0 | 52.78% | +52.78% | +2.78% | -8.34% | -5.25% | 05:53 | 02:38 | 03:55 | 04:54 | 06:02 | 16:31 | 02:07 | 01:34 | |
Buckler | 35 | 97.22% | 83.7 | 51.43% | -48.57% | +15.24% | -18.10% | -22.99% | 09:27 | 04:53 | 07:44 | 08:28 | 09:11 | 35:14 | 01:27 | 01:04 | |
Ring of Protection | 35 | 97.22% | 81.4 | 51.43% | -48.57% | +4.13% | -6.99% | -7.10% | 08:56 | 03:42 | 07:20 | 08:12 | 08:54 | 35:14 | 01:34 | 01:09 | |
Wraith Pact | 33 | 91.67% | 79.1 | 51.52% | -15.15% | +10.98% | -26.52% | -18.60% | 15:29 | 11:37 | 14:19 | 15:27 | 16:20 | 19:52 | 02:01 | 01:29 | |
Assault Cuirass | 15 | 41.67% | 76.7 | 60.00% | +12.38% | +15.00% | -10.00% | -4.18% | 30:24 | 22:31 | 26:51 | 30:07 | 32:50 | 40:15 | 05:59 | 04:25 | |
Ring of Basilius | 34 | 94.44% | 74.4 | 50.00% | -50.00% | -5.56% | -12.50% | -1.51% | 06:39 | 00:21 | 04:22 | 06:13 | 08:57 | 14:00 | 04:35 | 03:23 | |
Morbid Mask | 34 | 94.44% | 72.1 | 50.00% | -50.00% | +16.67% | -25.00% | -23.37% | 11:06 | 06:45 | 10:05 | 10:41 | 11:52 | 16:06 | 01:47 | 01:19 | |
Vladmir's Offering | 34 | 94.44% | 69.8 | 50.00% | -50.00% | +16.67% | -37.50% | -29.28% | 12:07 | 07:47 | 11:08 | 11:52 | 12:59 | 16:40 | 01:51 | 01:22 | |
Headdress | 5 | 13.89% | 67.4 | 80.00% | +31.61% | -80.00% | +20.00% | 0.00% | 21:29 | 17:17 | 17:17 | 20:08 | 20:17 | 31:21 | 03:00 | 02:13 | |
Pipe of Insight | 5 | 13.89% | 65.1 | 80.00% | +31.61% | +20.00% | +20.00% | 0.00% | 23:12 | 19:06 | 19:06 | 20:46 | 23:37 | 31:48 | 04:31 | 03:20 | |
Void Stone | 7 | 19.44% | 62.8 | 71.43% | +23.15% | +28.57% | -21.43% | -3.21% | 35:36 | 20:23 | 26:58 | 34:55 | 42:32 | 48:27 | 15:34 | 11:31 | |
Tranquil Boots | 21 | 58.33% | 60.5 | 52.38% | -0.95% | +27.62% | -12.38% | -1.96% | 12:55 | 03:42 | 04:52 | 07:03 | 25:17 | 38:01 | 20:25 | 15:07 | |
Wind Lace | 27 | 75.00% | 58.1 | 48.15% | -18.52% | -5.29% | -19.58% | -2.70% | 08:41 | -01:29 | 03:53 | 06:16 | 09:11 | 32:58 | 05:18 | 03:55 | |
Drum of Endurance | 15 | 41.67% | 55.8 | 53.33% | +0.95% | -3.33% | +21.67% | 2.99% | 20:12 | 09:49 | 16:20 | 19:25 | 24:42 | 32:58 | 08:22 | 06:11 | |
Boots of Bearing | 8 | 22.22% | 53.5 | 62.50% | +12.50% | +37.50% | -12.50% | -4.08% | 31:18 | 23:35 | 25:17 | 28:22 | 37:33 | 41:30 | 12:16 | 09:05 | |
Null Talisman | 19 | 52.78% | 51.2 | 47.37% | -11.45% | -7.37% | +12.63% | 18.75% | 03:43 | -01:29 | 01:44 | 02:06 | 02:48 | 29:01 | 01:04 | 00:47 | |
Scythe of Vyse | 6 | 16.67% | 48.8 | 66.67% | +16.67% | -16.67% | -66.67% | 0.00% | 38:13 | 27:09 | 33:22 | 34:55 | 42:52 | 48:27 | 09:30 | 07:02 | |
Hood of Defiance | 6 | 16.67% | 46.5 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 19:39 | 15:41 | 16:26 | 18:24 | 22:06 | 24:25 | 05:40 | 04:11 | |
Falcon Blade | 4 | 11.11% | 44.2 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 05:47 | 03:58 | 03:58 | 04:05 | 07:24 | 07:42 | 03:26 | 02:32 | |
Aeon Disk | 2 | 5.56% | 41.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 1:10:27 | 34:57 | 34:57 | 1:45:57 | 1:45:57 | 1:45:57 | 1:11:00 | 52:35 | |
Quelling Blade | 2 | 5.56% | 39.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 15:04 | 11:38 | 11:38 | 18:29 | 18:29 | 18:29 | 06:51 | 05:04 | |
Arcane Boots | 2 | 5.56% | 37.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:15 | 31:42 | 31:42 | 36:48 | 36:48 | 36:48 | 05:06 | 03:46 | |
Fluffy Hat | 7 | 19.44% | 34.9 | 57.14% | +5.42% | +42.86% | -57.14% | -6.05% | 13:32 | 01:01 | 03:02 | 06:54 | 19:34 | 37:11 | 16:32 | 12:14 | |
Black King Bar | 3 | 8.33% | 32.6 | 66.67% | +15.15% | +33.33% | 0.00% | 0.00% | 34:06 | 23:22 | 23:22 | 25:36 | 53:21 | 53:21 | 29:59 | 22:12 | |
Divine Rapier | 1 | 2.78% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 2.78% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 00:00 | 00:00 | |
Lotus Orb | 1 | 2.78% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 | |
Moon Shard | 1 | 2.78% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 00:00 | 00:00 | |
Bloodthorn | 1 | 2.78% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 2.78% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 2.78% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:51 | 1:08:51 | 1:08:51 | 1:08:51 | 1:08:51 | 1:08:51 | 00:00 | 00:00 | |
Wraith Band | 1 | 2.78% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 31:01 | 00:00 | 00:00 | |
Mage Slayer | 1 | 2.78% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 | |
Bottle | 1 | 2.78% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 00:00 | 00:00 | |
Refresher Orb | 1 | 2.78% | 7.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 00:00 | 00:00 | |
Force Staff | 3 | 8.33% | 4.7 | 33.33% | -21.22% | +66.67% | 0.00% | 0.00% | 26:55 | 19:34 | 19:34 | 24:01 | 37:11 | 37:11 | 17:37 | 13:02 | |
Bracer | 1 | 2.78% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:35 | 02:35 | 02:35 | 02:35 | 02:35 | 02:35 | 00:00 | 00:00 |