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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 | |
Blink Dagger | 21 | 65.63% | 100.0 | 61.90% | +34.63% | -21.90% | +18.10% | 2.93% | 31:00 | 18:57 | 21:30 | 30:11 | 35:09 | 52:13 | 13:39 | 10:06 | |
Fluffy Hat | 25 | 78.13% | 96.8 | 56.00% | +27.43% | +27.33% | -6.00% | -1.76% | 21:57 | 09:13 | 10:25 | 19:35 | 29:24 | 41:37 | 18:59 | 14:03 | |
Magic Stick | 25 | 78.13% | 93.5 | 56.00% | +27.43% | +10.67% | -22.67% | -10.31% | 02:10 | -01:29 | -01:29 | 01:53 | 04:43 | 15:24 | 06:12 | 04:35 | |
Arcane Boots | 31 | 96.88% | 90.3 | 51.61% | +51.61% | +10.89% | +10.89% | 0.00% | 13:11 | 05:55 | 07:58 | 10:15 | 13:18 | 34:23 | 05:20 | 03:57 | |
Force Staff | 22 | 68.75% | 87.1 | 54.55% | +14.55% | +12.12% | +5.45% | -0.57% | 25:39 | 16:04 | 18:01 | 23:13 | 29:41 | 43:13 | 11:40 | 08:38 | |
Boots of Speed | 32 | 100.00% | 83.9 | 50.00% | +50.00% | -25.00% | 0.00% | 7.21% | 02:15 | -01:29 | -01:29 | 03:00 | 04:57 | 08:23 | 06:26 | 04:45 | |
Glimmer Cape | 5 | 15.63% | 80.6 | 80.00% | +35.56% | +20.00% | +20.00% | 0.00% | 35:14 | 21:30 | 21:30 | 36:35 | 39:00 | 50:36 | 17:30 | 12:57 | |
Magic Wand | 16 | 50.00% | 77.4 | 56.25% | +12.50% | +18.75% | -6.25% | -3.18% | 08:21 | 01:12 | 02:43 | 07:44 | 10:35 | 17:44 | 07:52 | 05:49 | |
Void Stone | 26 | 81.25% | 74.2 | 50.00% | 0.00% | +7.14% | +16.67% | 0.57% | 22:34 | 11:10 | 14:58 | 17:25 | 31:36 | 47:20 | 16:38 | 12:19 | |
Aether Lens | 25 | 78.13% | 71.0 | 48.00% | -9.14% | +18.67% | +2.00% | -1.44% | 22:15 | 11:10 | 16:27 | 17:36 | 28:02 | 36:37 | 11:35 | 08:34 | |
Tranquil Boots | 6 | 18.75% | 67.7 | 66.67% | +20.52% | +33.33% | -66.67% | 0.00% | 34:01 | 16:38 | 24:51 | 27:44 | 50:34 | 50:58 | 25:43 | 19:02 | |
Aghanim's Shard | 16 | 50.00% | 64.5 | 43.75% | -12.50% | -43.75% | +31.25% | 11.57% | 30:28 | 18:12 | 26:26 | 28:53 | 32:55 | 50:06 | 06:29 | 04:48 | |
Urn of Shadows | 7 | 21.88% | 61.3 | 57.14% | +9.14% | +42.86% | -57.14% | -66.67% | 10:05 | 07:26 | 08:50 | 10:05 | 10:20 | 13:44 | 01:30 | 01:06 | |
Wind Lace | 8 | 25.00% | 58.1 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 16:09 | 22:28 | 27:52 | 33:18 | 50:37 | 10:50 | 08:01 | |
Ring of Protection | 8 | 25.00% | 54.8 | 50.00% | 0.00% | +50.00% | -50.00% | -100.00% | 11:33 | 06:30 | 08:34 | 09:19 | 09:32 | 28:30 | 00:58 | 00:42 | |
Spirit Vessel | 5 | 15.63% | 51.6 | 60.00% | +11.85% | -60.00% | -60.00% | 0.00% | 18:44 | 15:55 | 15:55 | 17:48 | 18:12 | 24:01 | 02:17 | 01:41 | |
Ring of Health | 6 | 18.75% | 48.4 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 31:23 | 18:47 | 18:49 | 31:06 | 39:29 | 47:19 | 20:40 | 15:18 | |
Hood of Defiance | 3 | 9.38% | 45.2 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 23:42 | 18:58 | 18:58 | 20:44 | 31:25 | 31:25 | 12:27 | 09:13 | |
Aeon Disk | 3 | 9.38% | 41.9 | 66.67% | +18.39% | +33.33% | 0.00% | 0.00% | 40:04 | 27:45 | 27:45 | 37:38 | 54:48 | 54:48 | 27:03 | 20:02 | |
Chainmail | 1 | 3.13% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 3.13% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 | |
Black King Bar | 1 | 3.13% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 50:31 | 00:00 | 00:00 | |
Mekansm | 1 | 3.13% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 16:16 | 00:00 | 00:00 | |
Blight Stone | 5 | 15.63% | 25.8 | 40.00% | -11.85% | +60.00% | -40.00% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:28 | -00:55 | 00:01 | 00:00 | |
Headdress | 2 | 6.25% | 22.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 23:35 | 12:39 | 12:39 | 34:31 | 34:31 | 34:31 | 21:52 | 16:11 | |
Lotus Orb | 3 | 9.38% | 19.4 | 33.33% | -18.39% | -33.33% | 0.00% | 0.00% | 41:38 | 33:51 | 33:51 | 43:26 | 47:36 | 47:36 | 13:45 | 10:11 | |
Ghost Scepter | 3 | 9.38% | 16.1 | 33.33% | -18.39% | -33.33% | 0.00% | 0.00% | 40:16 | 32:26 | 32:26 | 43:14 | 45:09 | 45:09 | 12:43 | 09:25 | |
Quelling Blade | 7 | 21.88% | 12.9 | 14.29% | -45.71% | -14.29% | +35.71% | 0.00% | 01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 19:13 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 3.13% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 34:37 | 00:00 | 00:00 | |
Buckler | 1 | 3.13% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 3.13% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 42:24 | 00:00 | 00:00 |