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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 | |
Skull Basher | 24 | 31.58% | 100.0 | 70.83% | +30.45% | -4.16% | +12.50% | 1.58% | 32:09 | 22:35 | 26:17 | 31:00 | 36:48 | 43:28 | 10:31 | 07:47 | |
Black King Bar | 59 | 77.63% | 97.8 | 52.54% | +11.36% | +0.79% | -5.87% | -0.93% | 25:10 | 16:14 | 20:58 | 24:19 | 28:06 | 41:09 | 07:08 | 05:17 | |
Chainmail | 66 | 86.84% | 95.7 | 51.52% | +11.52% | -4.46% | +17.23% | 4.50% | 13:23 | 03:04 | 09:04 | 11:40 | 13:53 | 45:57 | 04:49 | 03:34 | |
Blink Dagger | 15 | 19.74% | 93.5 | 66.67% | +20.77% | +8.33% | +8.33% | 0.00% | 32:52 | 16:44 | 27:47 | 33:46 | 37:04 | 45:57 | 09:17 | 06:52 | |
Boots of Speed | 76 | 100.00% | 91.3 | 50.00% | +50.00% | -2.63% | +2.63% | 1.59% | 05:35 | -01:30 | 03:52 | 05:41 | 07:11 | 11:48 | 03:19 | 02:27 | |
Phase Boots | 64 | 84.21% | 89.1 | 50.00% | 0.00% | +6.25% | +12.50% | 0.96% | 14:29 | 06:26 | 09:39 | 12:30 | 16:11 | 46:19 | 06:32 | 04:50 | |
Magic Stick | 74 | 97.37% | 87.0 | 48.65% | -51.35% | -1.28% | -4.21% | -1.02% | 02:27 | -01:30 | -01:28 | 02:14 | 04:21 | 15:44 | 05:49 | 04:18 | |
Orb of Venom | 24 | 31.58% | 84.8 | 58.33% | +12.18% | +8.34% | -8.33% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Magic Wand | 63 | 82.89% | 82.6 | 49.21% | -4.64% | +13.29% | -5.46% | -2.65% | 08:59 | -01:29 | 04:58 | 08:21 | 12:02 | 29:29 | 07:04 | 05:14 | |
Fluffy Hat | 10 | 13.16% | 80.4 | 70.00% | +23.03% | +30.00% | -20.00% | -5.85% | 11:56 | 02:47 | 07:59 | 11:21 | 16:32 | 20:22 | 08:33 | 06:20 | |
Falcon Blade | 3 | 3.95% | 78.3 | 100.00% | +52.05% | 0.00% | 0.00% | 0.00% | 08:31 | 08:13 | 08:13 | 08:28 | 08:51 | 08:51 | 00:38 | 00:28 | |
Wind Lace | 21 | 27.63% | 76.1 | 52.38% | +3.29% | -12.38% | +7.62% | 2.46% | 10:52 | 01:53 | 05:08 | 07:18 | 13:15 | 32:23 | 08:07 | 06:00 | |
Quelling Blade | 13 | 17.11% | 73.9 | 53.85% | +4.64% | -20.52% | +12.82% | 0.00% | 01:53 | -01:29 | -01:29 | -01:29 | -01:29 | 16:33 | 00:00 | 00:00 | |
Tranquil Boots | 6 | 7.89% | 71.7 | 66.67% | +18.10% | -16.67% | +33.33% | 50.00% | 10:36 | 09:50 | 09:50 | 10:27 | 10:42 | 12:03 | 00:52 | 00:38 | |
Void Stone | 6 | 7.89% | 69.6 | 66.67% | +18.10% | -16.67% | +33.33% | 5.56% | 32:18 | 18:52 | 27:21 | 29:39 | 36:21 | 49:26 | 09:00 | 06:40 | |
Wraith Band | 4 | 5.26% | 67.4 | 75.00% | +26.39% | -75.00% | +25.00% | 3.84% | 16:20 | 01:29 | 01:29 | 01:47 | 27:30 | 34:32 | 26:01 | 19:16 | |
Helm of Iron Will | 4 | 5.26% | 65.2 | 75.00% | +26.39% | +25.00% | -75.00% | -11.74% | 38:13 | 31:06 | 31:06 | 33:24 | 39:37 | 48:46 | 08:31 | 06:18 | |
Aether Lens | 2 | 2.63% | 63.0 | 100.00% | +51.35% | 0.00% | 0.00% | 0.00% | 39:41 | 29:39 | 29:39 | 49:43 | 49:43 | 49:43 | 20:04 | 14:51 | |
Bracer | 11 | 14.47% | 60.9 | 45.45% | -5.32% | -12.12% | -12.12% | 0.00% | 05:01 | -01:29 | 01:58 | 02:57 | 03:33 | 26:13 | 01:35 | 01:10 | |
Force Staff | 5 | 6.58% | 58.7 | 60.00% | +10.70% | +40.00% | +40.00% | 0.00% | 22:55 | 18:01 | 18:01 | 21:39 | 23:28 | 32:28 | 05:27 | 04:02 | |
Aghanim's Shard | 10 | 13.16% | 56.5 | 40.00% | -11.52% | -6.67% | -40.00% | -2.85% | 32:41 | 23:02 | 24:59 | 27:56 | 36:41 | 58:32 | 11:42 | 08:40 | |
Blight Stone | 3 | 3.95% | 54.3 | 66.67% | +17.35% | -66.67% | 0.00% | 0.00% | 17:56 | 11:23 | 11:23 | 17:43 | 24:41 | 24:41 | 13:18 | 09:51 | |
Nullifier | 3 | 3.95% | 52.2 | 66.67% | +17.35% | +33.33% | 0.00% | 0.00% | 40:59 | 33:24 | 33:24 | 40:27 | 49:07 | 49:07 | 15:43 | 11:38 | |
Crystalys | 3 | 3.95% | 50.0 | 66.67% | +17.35% | +33.33% | 0.00% | 0.00% | 33:07 | 28:04 | 28:04 | 32:23 | 38:53 | 38:53 | 10:49 | 08:00 | |
Crown | 1 | 1.32% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 | |
Aeon Disk | 1 | 1.32% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 1.32% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 | |
Solar Crest | 1 | 1.32% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 1.32% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 00:00 | 00:00 | |
Daedalus | 1 | 1.32% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 1.32% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 1.32% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 1.32% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:13 | 12:13 | 12:13 | 12:13 | 12:13 | 12:13 | 00:00 | 00:00 | |
Lotus Orb | 2 | 2.63% | 28.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 34:20 | 32:17 | 32:17 | 36:22 | 36:22 | 36:22 | 04:05 | 03:01 | |
Vladmir's Offering | 2 | 2.63% | 26.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 52:00 | 46:09 | 46:09 | 57:51 | 57:51 | 57:51 | 11:42 | 08:40 | |
Bottle | 2 | 2.63% | 23.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 14:55 | 01:32 | 01:32 | 28:17 | 28:17 | 28:17 | 26:45 | 19:48 | |
Morbid Mask | 2 | 2.63% | 21.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 52:00 | 46:08 | 46:08 | 57:51 | 57:51 | 57:51 | 11:43 | 08:40 | |
Wraith Pact | 2 | 2.63% | 19.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 54:01 | 46:35 | 46:35 | 1:01:26 | 1:01:26 | 1:01:26 | 14:51 | 11:00 | |
Ring of Basilius | 3 | 3.95% | 17.4 | 33.33% | -17.35% | -33.33% | 0.00% | 0.00% | 48:45 | 42:16 | 42:16 | 46:08 | 57:51 | 57:51 | 15:35 | 11:32 | |
Ring of Health | 3 | 3.95% | 15.2 | 33.33% | -17.35% | +66.67% | 0.00% | 0.00% | 35:24 | 32:09 | 32:09 | 36:20 | 37:43 | 37:43 | 05:34 | 04:07 | |
Ring of Protection | 4 | 5.26% | 13.0 | 25.00% | -26.39% | +75.00% | -25.00% | -4.31% | 31:38 | 12:12 | 12:12 | 21:04 | 35:23 | 57:51 | 23:11 | 17:10 | |
Buckler | 4 | 5.26% | 10.9 | 25.00% | -26.39% | -25.00% | -25.00% | 0.00% | 40:07 | 21:04 | 21:04 | 35:23 | 46:08 | 57:51 | 25:04 | 18:34 | |
Maelstrom | 1 | 1.32% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 00:00 | 00:00 | |
Vanguard | 1 | 1.32% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 | |
Javelin | 1 | 1.32% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 25:10 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 1.32% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 00:00 | 00:00 |