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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 | |
Ring of Protection | 9 | 25.71% | 100.0 | 77.78% | +43.16% | +22.22% | -27.78% | -4.38% | 24:57 | 16:04 | 16:39 | 20:25 | 28:04 | 48:19 | 11:25 | 08:27 | |
Guardian Greaves | 9 | 25.71% | 97.1 | 77.78% | +43.16% | +22.22% | -27.78% | -6.65% | 28:01 | 20:12 | 21:01 | 24:41 | 28:32 | 52:34 | 07:31 | 05:34 | |
Buckler | 9 | 25.71% | 94.3 | 77.78% | +43.16% | +22.22% | -27.78% | -4.67% | 25:10 | 16:39 | 17:22 | 20:25 | 28:04 | 48:19 | 10:42 | 07:55 | |
Fluffy Hat | 28 | 80.00% | 91.4 | 53.57% | +39.28% | +3.57% | +3.57% | 0.00% | 20:48 | 07:48 | 12:05 | 18:40 | 24:45 | 42:05 | 12:40 | 09:22 | |
Blink Dagger | 22 | 62.86% | 88.6 | 54.55% | +23.78% | -37.88% | +45.45% | 3.59% | 31:25 | 14:57 | 20:03 | 29:16 | 43:16 | 49:54 | 23:13 | 17:11 | |
Force Staff | 23 | 65.71% | 85.7 | 52.17% | +18.84% | +14.50% | -2.17% | -1.53% | 28:55 | 17:50 | 22:46 | 28:16 | 33:41 | 42:12 | 10:55 | 08:05 | |
Magic Stick | 34 | 97.14% | 82.9 | 47.06% | +47.06% | -2.62% | -22.06% | -4.08% | 02:50 | -01:30 | -01:29 | 01:56 | 06:15 | 19:41 | 07:44 | 05:43 | |
Magic Wand | 34 | 97.14% | 80.0 | 47.06% | +47.06% | -13.73% | +2.94% | 3.10% | 10:18 | -01:29 | 07:34 | 09:57 | 12:57 | 22:53 | 05:23 | 03:59 | |
Chainmail | 14 | 40.00% | 77.1 | 57.14% | +19.04% | -7.14% | +42.86% | 12.20% | 14:56 | 08:28 | 12:49 | 15:41 | 16:55 | 19:12 | 04:06 | 03:02 | |
Mekansm | 14 | 40.00% | 74.3 | 57.14% | +19.04% | -7.14% | +9.53% | 3.14% | 17:13 | 11:05 | 14:36 | 17:38 | 19:55 | 20:39 | 05:19 | 03:56 | |
Arcane Boots | 32 | 91.43% | 71.4 | 46.88% | +13.55% | -9.38% | +28.12% | 7.87% | 15:52 | 04:10 | 10:28 | 12:39 | 15:14 | 48:26 | 04:46 | 03:31 | |
Boots of Speed | 35 | 100.00% | 68.6 | 45.71% | +45.71% | +20.96% | -23.49% | -22.23% | 04:38 | -01:29 | 03:57 | 04:47 | 05:57 | 11:07 | 02:00 | 01:28 | |
Headdress | 18 | 51.43% | 65.7 | 50.00% | +8.82% | +10.00% | +25.00% | 2.77% | 13:25 | -01:29 | 10:04 | 13:59 | 15:29 | 45:42 | 05:25 | 04:00 | |
Wind Lace | 13 | 37.14% | 62.9 | 53.85% | +12.94% | +46.15% | -20.52% | -6.86% | 15:08 | 00:16 | 09:17 | 11:34 | 19:00 | 42:25 | 09:43 | 07:11 | |
Tranquil Boots | 8 | 22.86% | 60.0 | 62.50% | +21.76% | +37.50% | -62.50% | 0.00% | 31:26 | 12:57 | 16:09 | 33:23 | 36:58 | 43:25 | 20:49 | 15:25 | |
Void Stone | 14 | 40.00% | 57.1 | 50.00% | +7.14% | 0.00% | +50.00% | 2.44% | 27:11 | 10:00 | 15:53 | 27:11 | 36:20 | 47:57 | 20:27 | 15:08 | |
Aether Lens | 12 | 34.29% | 54.3 | 50.00% | +6.52% | -16.67% | +50.00% | 3.22% | 27:04 | 11:53 | 15:38 | 23:44 | 36:20 | 50:27 | 20:42 | 15:20 | |
Aghanim's Shard | 23 | 65.71% | 51.4 | 39.13% | -19.20% | -22.46% | -5.80% | 1.43% | 27:44 | 15:11 | 20:43 | 26:24 | 32:24 | 51:15 | 11:41 | 08:39 | |
Aeon Disk | 8 | 22.86% | 48.6 | 50.00% | +5.56% | 0.00% | +50.00% | 0.00% | 45:22 | 33:26 | 34:04 | 38:55 | 52:05 | 1:04:05 | 18:01 | 13:20 | |
Ghost Scepter | 5 | 14.29% | 45.7 | 60.00% | +16.67% | -60.00% | +40.00% | 0.00% | 39:44 | 25:37 | 25:37 | 41:31 | 43:14 | 53:20 | 17:37 | 13:02 | |
Quelling Blade | 4 | 11.43% | 42.9 | 50.00% | +4.84% | -50.00% | +50.00% | 0.00% | 04:06 | -01:29 | -01:29 | -01:28 | 08:13 | 11:08 | 09:42 | 07:11 | |
Glimmer Cape | 4 | 11.43% | 40.0 | 50.00% | +4.84% | -50.00% | +50.00% | 0.00% | 26:12 | 16:49 | 16:49 | 24:51 | 29:23 | 33:44 | 12:34 | 09:18 | |
Eul's Scepter of Divinity | 1 | 2.86% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:53 | 15:53 | 15:53 | 15:53 | 15:53 | 15:53 | 00:00 | 00:00 | |
Null Talisman | 1 | 2.86% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 00:00 | 00:00 | |
Bracer | 1 | 2.86% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 17:09 | 00:00 | 00:00 | |
Lotus Orb | 1 | 2.86% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 | |
Boots of Travel | 1 | 2.86% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 00:00 | 00:00 | |
Aghanim's Scepter | 2 | 5.71% | 22.9 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 38:29 | 34:59 | 34:59 | 41:58 | 41:58 | 41:58 | 06:59 | 05:10 | |
Pipe of Insight | 3 | 8.57% | 20.0 | 33.33% | -13.55% | -33.33% | 0.00% | 0.00% | 30:07 | 21:45 | 21:45 | 22:33 | 46:04 | 46:04 | 24:19 | 18:00 | |
Hood of Defiance | 3 | 8.57% | 17.1 | 33.33% | -13.55% | +66.67% | 0.00% | 0.00% | 27:17 | 16:42 | 16:42 | 19:04 | 46:04 | 46:04 | 29:22 | 21:45 | |
Ring of Health | 4 | 11.43% | 14.3 | 25.00% | -23.39% | +75.00% | -25.00% | 0.00% | 37:29 | 16:42 | 16:42 | 19:04 | 45:58 | 1:08:10 | 29:16 | 21:40 | |
Octarine Core | 1 | 2.86% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:03 | 1:01:03 | 1:01:03 | 1:01:03 | 1:01:03 | 1:01:03 | 00:00 | 00:00 | |
Dagon | 1 | 2.86% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 | |
Crown | 2 | 5.71% | 5.7 | 0.00% | -48.48% | 0.00% | 0.00% | 0.00% | 15:39 | 07:27 | 07:27 | 23:51 | 23:51 | 23:51 | 16:24 | 12:08 | |
Linken's Sphere | 1 | 2.86% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 00:00 | 00:00 |