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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 | |
Headdress | 14 | 18.67% | 100.0 | 78.57% | +42.50% | -28.57% | +21.43% | 3.87% | 14:30 | -01:29 | 09:07 | 12:19 | 22:02 | 26:36 | 12:55 | 09:34 | |
Hood of Defiance | 4 | 5.33% | 98.2 | 100.00% | +59.15% | 0.00% | 0.00% | 0.00% | 23:54 | 21:14 | 21:14 | 21:27 | 24:34 | 28:21 | 03:20 | 02:28 | |
Ring of Health | 11 | 14.67% | 96.5 | 72.73% | +33.67% | +27.27% | -6.06% | -2.51% | 29:30 | 19:35 | 21:27 | 29:07 | 34:44 | 42:12 | 13:17 | 09:50 | |
Holy Locket | 10 | 13.33% | 94.7 | 70.00% | +30.00% | -36.67% | +30.00% | 12.82% | 16:15 | 12:29 | 12:45 | 13:59 | 17:57 | 26:45 | 05:12 | 03:51 | |
Magic Wand | 72 | 96.00% | 93.0 | 45.83% | +45.83% | +4.17% | +4.17% | 0.00% | 07:56 | -01:30 | 05:45 | 07:50 | 09:37 | 17:31 | 03:52 | 02:51 | |
Hurricane Pike | 28 | 37.33% | 91.2 | 53.57% | +15.27% | -10.71% | +32.14% | 7.30% | 28:50 | 17:22 | 24:24 | 28:51 | 30:16 | 45:46 | 05:52 | 04:20 | |
Fluffy Hat | 71 | 94.67% | 89.5 | 45.07% | +20.07% | -6.18% | -0.63% | 0.53% | 11:24 | -01:29 | 06:07 | 09:21 | 16:30 | 33:42 | 10:23 | 07:41 | |
Magic Stick | 74 | 98.67% | 87.7 | 44.59% | +44.59% | +18.57% | -5.70% | -4.54% | 03:19 | -01:29 | -01:29 | 02:34 | 06:50 | 13:37 | 08:19 | 06:09 | |
Boots of Speed | 74 | 98.67% | 86.0 | 43.24% | -56.76% | -1.13% | +1.20% | 0.53% | 07:36 | -01:29 | 04:44 | 06:37 | 09:09 | 33:10 | 04:25 | 03:16 | |
Ring of Protection | 13 | 17.33% | 84.2 | 61.54% | +21.22% | +38.46% | -28.21% | -3.52% | 24:43 | -01:29 | 16:35 | 25:21 | 35:30 | 42:57 | 18:55 | 14:00 | |
Force Staff | 59 | 78.67% | 82.5 | 44.07% | +0.32% | +2.60% | +22.60% | 2.63% | 23:01 | 12:42 | 18:29 | 23:12 | 26:05 | 34:48 | 07:36 | 05:37 | |
Wind Lace | 18 | 24.00% | 80.7 | 55.56% | +15.21% | +4.44% | -5.56% | -0.57% | 19:15 | -01:29 | 10:17 | 18:52 | 27:42 | 38:14 | 17:25 | 12:54 | |
Dragon Lance | 33 | 44.00% | 78.9 | 48.48% | +8.00% | -10.98% | +14.02% | 3.30% | 22:24 | 11:48 | 17:21 | 20:48 | 24:55 | 45:28 | 07:34 | 05:36 | |
Power Treads | 45 | 60.00% | 77.2 | 44.44% | +1.11% | -17.17% | -17.17% | 0.00% | 15:27 | 07:13 | 11:04 | 13:59 | 16:16 | 34:32 | 05:12 | 03:51 | |
Aghanim's Shard | 7 | 9.33% | 75.4 | 71.43% | +30.25% | +28.57% | -21.43% | -11.76% | 32:12 | 23:07 | 29:09 | 31:24 | 33:24 | 44:14 | 04:15 | 03:08 | |
Wraith Pact | 5 | 6.67% | 73.7 | 80.00% | +38.57% | +20.00% | +20.00% | 0.00% | 29:51 | 18:54 | 18:54 | 31:20 | 34:21 | 40:06 | 15:27 | 11:26 | |
Blight Stone | 28 | 37.33% | 71.9 | 46.43% | +3.88% | +10.71% | -3.57% | -14.28% | 03:01 | -01:29 | -01:29 | -01:29 | -01:28 | 31:51 | 00:01 | 00:00 | |
Vladmir's Offering | 10 | 13.33% | 70.2 | 60.00% | +18.46% | +6.67% | -60.00% | -3.72% | 30:11 | 14:32 | 21:32 | 27:46 | 39:28 | 43:20 | 17:56 | 13:17 | |
Ring of Basilius | 10 | 13.33% | 68.4 | 60.00% | +18.46% | +6.67% | -60.00% | -2.80% | 27:51 | 09:01 | 15:07 | 27:29 | 38:56 | 40:52 | 23:49 | 17:38 | |
Morbid Mask | 10 | 13.33% | 66.7 | 60.00% | +18.46% | +6.67% | -60.00% | -3.53% | 29:39 | 13:47 | 20:05 | 27:29 | 38:57 | 42:57 | 18:52 | 13:58 | |
Drum of Endurance | 10 | 13.33% | 64.9 | 60.00% | +18.46% | +6.67% | -10.00% | -1.24% | 25:15 | 15:40 | 18:05 | 21:11 | 31:33 | 38:14 | 13:28 | 09:58 | |
Glimmer Cape | 13 | 17.33% | 63.2 | 53.85% | +11.91% | +12.82% | -20.52% | -5.39% | 27:09 | 13:38 | 20:53 | 23:34 | 27:04 | 1:04:11 | 06:11 | 04:34 | |
Buckler | 11 | 14.67% | 61.4 | 54.55% | +12.36% | +12.12% | -21.22% | -2.14% | 27:51 | 09:33 | 19:54 | 26:41 | 35:30 | 42:57 | 15:36 | 11:33 | |
Crown | 6 | 8.00% | 59.6 | 66.67% | +24.64% | -16.67% | +33.33% | 0.00% | 25:19 | 17:41 | 20:42 | 22:11 | 31:51 | 35:52 | 11:09 | 08:15 | |
Solar Crest | 6 | 8.00% | 57.9 | 66.67% | +24.64% | -66.67% | +33.33% | 0.00% | 27:27 | 20:09 | 23:00 | 25:03 | 31:51 | 36:21 | 08:51 | 06:33 | |
Arcane Boots | 4 | 5.33% | 56.1 | 75.00% | +32.75% | -75.00% | +25.00% | 0.00% | 18:05 | 10:05 | 10:05 | 11:58 | 14:33 | 35:44 | 04:28 | 03:18 | |
Blink Dagger | 2 | 2.67% | 54.4 | 100.00% | +57.53% | 0.00% | 0.00% | 0.00% | 36:54 | 28:07 | 28:07 | 45:40 | 45:40 | 45:40 | 17:33 | 13:00 | |
Boots of Bearing | 2 | 2.67% | 52.6 | 100.00% | +57.53% | 0.00% | 0.00% | 0.00% | 35:16 | 29:23 | 29:23 | 41:09 | 41:09 | 41:09 | 11:46 | 08:42 | |
Pipe of Insight | 2 | 2.67% | 50.9 | 100.00% | +57.53% | 0.00% | 0.00% | 0.00% | 27:48 | 26:39 | 26:39 | 28:57 | 28:57 | 28:57 | 02:18 | 01:42 | |
Chainmail | 14 | 18.67% | 49.1 | 42.86% | -1.40% | -17.86% | +23.81% | 2.77% | 26:12 | 07:31 | 18:37 | 27:07 | 33:39 | 42:36 | 15:02 | 11:08 | |
Medallion of Courage | 8 | 10.67% | 47.4 | 50.00% | +6.72% | -50.00% | 0.00% | 3.76% | 21:16 | 07:31 | 12:54 | 20:19 | 26:12 | 31:51 | 13:18 | 09:51 | |
Void Stone | 7 | 9.33% | 45.6 | 42.86% | -1.26% | +7.14% | +7.14% | 0.00% | 33:45 | 27:11 | 29:07 | 34:44 | 35:14 | 42:12 | 06:07 | 04:31 | |
Tranquil Boots | 4 | 5.33% | 43.9 | 50.00% | +6.34% | -50.00% | +50.00% | 0.00% | 24:27 | 11:39 | 11:39 | 12:09 | 32:52 | 41:09 | 21:13 | 15:42 | |
Lotus Orb | 4 | 5.33% | 42.1 | 50.00% | +6.34% | -50.00% | -50.00% | 0.00% | 37:54 | 34:50 | 34:50 | 36:02 | 38:30 | 42:12 | 03:40 | 02:42 | |
Aeon Disk | 1 | 1.33% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:37 | 49:37 | 49:37 | 49:37 | 49:37 | 49:37 | 00:00 | 00:00 | |
Revenant's Brooch | 1 | 1.33% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:17 | 59:17 | 59:17 | 59:17 | 59:17 | 59:17 | 00:00 | 00:00 | |
Javelin | 1 | 1.33% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 00:00 | 00:00 | |
Mage Slayer | 1 | 1.33% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 1.33% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 1.33% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 | |
Black King Bar | 6 | 8.00% | 29.8 | 33.33% | -11.60% | -33.33% | +66.67% | 0.00% | 37:44 | 19:56 | 38:09 | 40:11 | 42:58 | 43:59 | 04:49 | 03:34 | |
Witch Blade | 6 | 8.00% | 28.1 | 33.33% | -11.60% | -33.33% | -33.33% | 0.00% | 34:35 | 29:10 | 30:44 | 33:40 | 36:12 | 42:36 | 05:28 | 04:02 | |
Ghost Scepter | 2 | 2.67% | 26.3 | 50.00% | +6.16% | -50.00% | 0.00% | 0.00% | 39:12 | 36:55 | 36:55 | 41:29 | 41:29 | 41:29 | 04:34 | 03:22 | |
Vanguard | 2 | 2.67% | 24.6 | 50.00% | +6.16% | +50.00% | 0.00% | 0.00% | 26:33 | 22:08 | 22:08 | 30:58 | 30:58 | 30:58 | 08:50 | 06:32 | |
Falcon Blade | 3 | 4.00% | 22.8 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 08:01 | 07:08 | 07:08 | 07:39 | 09:15 | 09:15 | 02:07 | 01:34 | |
Null Talisman | 5 | 6.67% | 21.1 | 20.00% | -25.71% | -20.00% | +80.00% | 0.00% | 09:11 | 01:21 | 01:21 | 02:47 | 07:07 | 33:00 | 05:46 | 04:16 | |
Moon Shard | 7 | 9.33% | 19.3 | 14.29% | -32.77% | -14.29% | -14.29% | 0.00% | 39:31 | 24:48 | 36:16 | 38:06 | 39:42 | 59:34 | 03:26 | 02:32 | |
Bracer | 3 | 4.00% | 17.5 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 14:55 | 09:20 | 09:20 | 12:35 | 22:51 | 22:51 | 13:31 | 10:00 | |
Crimson Guard | 1 | 1.33% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 | |
Scythe of Vyse | 2 | 2.67% | 14.0 | 0.00% | -45.21% | 0.00% | 0.00% | 0.00% | 33:34 | 32:40 | 32:40 | 34:27 | 34:27 | 34:27 | 01:47 | 01:19 | |
Aghanim's Scepter | 1 | 1.33% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 | |
Quelling Blade | 1 | 1.33% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 1.33% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 00:00 | 00:00 | |
Shadow Blade | 1 | 1.33% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 1:13:23 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 1.33% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 | |
Crystalys | 1 | 1.33% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:51 | 55:51 | 55:51 | 55:51 | 55:51 | 55:51 | 00:00 | 00:00 | |
Silver Edge | 1 | 1.33% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 1:13:26 | 00:00 | 00:00 |