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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 | |
Octarine Core | 12 | 70.59% | 100.0 | 83.33% | +83.33% | +16.67% | -16.66% | -6.19% | 27:29 | 23:12 | 24:40 | 26:33 | 30:03 | 31:51 | 05:23 | 03:59 | |
Refresher Orb | 4 | 23.53% | 96.9 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 38:58 | 30:55 | 30:55 | 35:06 | 36:46 | 53:03 | 05:51 | 04:20 | |
Aether Lens | 13 | 76.47% | 93.8 | 76.92% | +76.92% | +23.08% | +23.08% | 0.00% | 24:14 | 19:57 | 21:29 | 23:25 | 26:04 | 28:54 | 04:35 | 03:23 | |
Void Stone | 13 | 76.47% | 90.6 | 76.92% | +76.92% | +23.08% | +23.08% | 0.00% | 23:43 | 19:41 | 20:55 | 22:58 | 25:34 | 28:49 | 04:39 | 03:26 | |
Aghanim's Shard | 14 | 82.35% | 87.5 | 71.43% | +71.43% | +3.57% | -38.10% | -6.46% | 26:17 | 19:14 | 21:54 | 25:36 | 28:21 | 36:09 | 06:27 | 04:46 | |
Magic Wand | 14 | 82.35% | 84.4 | 71.43% | +71.43% | +28.57% | -38.10% | -7.13% | 07:11 | -01:29 | 02:19 | 08:07 | 11:40 | 13:54 | 09:21 | 06:55 | |
Ring of Health | 9 | 52.94% | 81.3 | 77.78% | +40.28% | -27.78% | +22.22% | 1.45% | 22:16 | 02:03 | 02:05 | 23:06 | 36:41 | 52:20 | 34:36 | 25:37 | |
Magic Stick | 13 | 76.47% | 78.1 | 69.23% | +44.23% | +30.77% | -35.90% | -8.03% | 04:42 | -01:29 | -01:24 | 05:59 | 09:42 | 12:45 | 11:06 | 08:13 | |
Overwhelming Blink | 3 | 17.65% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:19 | 35:12 | 35:12 | 40:09 | 42:36 | 42:36 | 07:24 | 05:28 | |
Wind Lace | 10 | 58.82% | 71.9 | 70.00% | +27.14% | +30.00% | -20.00% | -7.48% | 06:46 | -01:29 | 03:36 | 05:13 | 10:17 | 16:20 | 06:41 | 04:57 | |
Black King Bar | 16 | 94.12% | 68.8 | 62.50% | +62.50% | +37.50% | -62.50% | -36.59% | 17:43 | 14:12 | 15:35 | 16:48 | 18:19 | 25:45 | 02:44 | 02:01 | |
Blink Dagger | 16 | 94.12% | 65.6 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 17:09 | 10:26 | 13:00 | 17:12 | 19:50 | 22:41 | 06:50 | 05:03 | |
Hand of Midas | 17 | 100.00% | 62.5 | 58.82% | +58.82% | +41.18% | -33.82% | -27.27% | 10:14 | 07:06 | 08:17 | 10:07 | 11:02 | 15:41 | 02:45 | 02:02 | |
Boots of Speed | 17 | 100.00% | 59.4 | 58.82% | +58.82% | +16.18% | -33.82% | -29.70% | 03:29 | 01:52 | 02:20 | 03:08 | 04:01 | 06:44 | 01:41 | 01:14 | |
Arcane Boots | 5 | 29.41% | 56.3 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 13:38 | 04:17 | 04:17 | 08:59 | 22:05 | 26:57 | 17:48 | 13:11 | |
Aghanim's Scepter | 9 | 52.94% | 53.1 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 33:36 | 24:23 | 28:56 | 33:55 | 36:22 | 41:26 | 07:26 | 05:30 | |
Quelling Blade | 10 | 58.82% | 50.0 | 50.00% | -21.43% | -16.67% | 0.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Shadow Blade | 1 | 5.88% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 5.88% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:16 | 54:16 | 54:16 | 54:16 | 54:16 | 54:16 | 00:00 | 00:00 | |
Silver Edge | 1 | 5.88% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 00:00 | 00:00 | |
Ring of Protection | 1 | 5.88% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 45:21 | 00:00 | 00:00 | |
Crystalys | 1 | 5.88% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 40:17 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 5.88% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 5.88% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 46:07 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.88% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:28 | 04:28 | 04:28 | 04:28 | 04:28 | 04:28 | 00:00 | 00:00 | |
Buckler | 1 | 5.88% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 00:00 | 00:00 | |
Wraith Band | 6 | 35.29% | 18.8 | 33.33% | -39.40% | +16.67% | -33.33% | 0.00% | -00:04 | -01:29 | -01:29 | -01:29 | 01:28 | 02:38 | 02:57 | 02:11 | |
Phase Boots | 7 | 41.18% | 15.6 | 28.57% | -51.43% | -28.57% | -28.57% | 0.00% | 10:09 | 06:29 | 06:30 | 09:38 | 12:01 | 15:08 | 05:31 | 04:05 | |
Chainmail | 7 | 41.18% | 12.5 | 28.57% | -51.43% | -28.57% | -28.57% | 0.00% | 08:43 | 01:56 | 04:38 | 09:07 | 11:15 | 14:31 | 06:37 | 04:54 | |
Shiva's Guard | 2 | 11.76% | 9.4 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 38:57 | 33:08 | 33:08 | 44:45 | 44:45 | 44:45 | 11:37 | 08:36 | |
Ghost Scepter | 1 | 5.88% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 00:00 | 00:00 | |
Bracer | 2 | 11.76% | 3.1 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 02:02 | 01:43 | 01:43 | 02:20 | 02:20 | 02:20 | 00:37 | 00:27 |