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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Buckler | 3 | 23.08% | 100.0 | 66.67% | +56.67% | +33.33% | 0.00% | 0.00% | 27:13 | 22:22 | 22:22 | 25:50 | 33:26 | 33:26 | 11:04 | 08:11 | |
Ring of Protection | 3 | 23.08% | 97.4 | 66.67% | +56.67% | +33.33% | 0.00% | 0.00% | 26:33 | 22:22 | 22:22 | 23:50 | 33:26 | 33:26 | 11:04 | 08:11 | |
Wind Lace | 9 | 69.23% | 94.7 | 33.33% | +33.33% | +16.67% | +16.67% | 0.00% | 08:09 | -01:29 | -01:28 | 10:44 | 14:18 | 16:25 | 15:46 | 11:40 | |
Aghanim's Shard | 9 | 69.23% | 92.1 | 33.33% | +33.33% | -33.33% | +16.67% | 7.73% | 35:49 | 30:48 | 31:05 | 33:31 | 37:33 | 52:44 | 06:28 | 04:47 | |
Black King Bar | 11 | 84.62% | 89.5 | 27.27% | +27.27% | -27.27% | +72.73% | 16.76% | 25:00 | 16:41 | 18:56 | 23:18 | 24:54 | 47:24 | 05:58 | 04:25 | |
Boots of Bearing | 1 | 7.69% | 86.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 7.69% | 84.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 | |
Force Staff | 1 | 7.69% | 81.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 7.69% | 78.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 7.69% | 76.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 13:24 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 7.69% | 73.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 1:03:16 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 7.69% | 71.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:09 | 06:09 | 06:09 | 06:09 | 06:09 | 06:09 | 00:00 | 00:00 | |
Blink Dagger | 12 | 92.31% | 68.4 | 25.00% | +25.00% | +8.33% | +8.33% | 0.00% | 23:57 | 17:57 | 20:10 | 22:54 | 26:16 | 30:21 | 06:06 | 04:31 | |
Boots of Speed | 13 | 100.00% | 65.8 | 23.08% | +23.08% | +43.59% | +10.25% | -11.37% | 05:35 | 02:18 | 04:00 | 05:58 | 06:56 | 08:21 | 02:56 | 02:10 | |
Magic Stick | 6 | 46.15% | 63.2 | 33.33% | +19.04% | -33.33% | -33.33% | 0.00% | 01:28 | -01:29 | -01:29 | -01:29 | 05:30 | 07:19 | 06:59 | 05:10 | |
Boots of Travel | 7 | 53.85% | 60.5 | 28.57% | +11.90% | -28.57% | +71.43% | 6.65% | 35:01 | 21:47 | 24:37 | 37:49 | 39:39 | 43:51 | 15:02 | 11:08 | |
Magic Wand | 10 | 76.92% | 57.9 | 20.00% | -13.33% | -20.00% | +30.00% | 6.16% | 04:04 | -01:30 | -01:29 | -01:29 | 09:36 | 13:04 | 11:05 | 08:12 | |
Arcane Boots | 11 | 84.62% | 55.3 | 18.18% | -31.82% | +15.15% | +15.15% | 0.00% | 09:48 | 04:48 | 07:38 | 09:08 | 11:12 | 14:37 | 03:34 | 02:38 | |
Vanguard | 11 | 84.62% | 52.6 | 18.18% | -31.82% | -18.18% | +48.49% | 66.67% | 06:45 | 04:39 | 05:33 | 06:12 | 06:19 | 11:31 | 00:46 | 00:34 | |
Hand of Midas | 12 | 92.31% | 50.0 | 16.67% | -83.33% | -16.67% | +16.66% | 9.61% | 12:05 | 08:39 | 09:51 | 12:27 | 13:19 | 16:20 | 03:28 | 02:34 | |
Ring of Health | 12 | 92.31% | 47.4 | 16.67% | -83.33% | -16.67% | +16.66% | 33.33% | 03:36 | 01:57 | 02:43 | 02:58 | 03:43 | 08:29 | 01:00 | 00:44 | |
Guardian Greaves | 2 | 15.38% | 44.7 | 50.00% | +31.82% | +50.00% | 0.00% | 0.00% | 24:54 | 23:57 | 23:57 | 25:50 | 25:50 | 25:50 | 01:53 | 01:23 | |
Refresher Orb | 2 | 15.38% | 42.1 | 50.00% | +31.82% | -50.00% | 0.00% | 0.00% | 45:47 | 45:11 | 45:11 | 46:22 | 46:22 | 46:22 | 01:11 | 00:52 | |
Headdress | 2 | 15.38% | 39.5 | 50.00% | +31.82% | +50.00% | 0.00% | 0.00% | 18:18 | 15:50 | 15:50 | 20:45 | 20:45 | 20:45 | 04:55 | 03:38 | |
Pipe of Insight | 2 | 15.38% | 36.8 | 50.00% | +31.82% | +50.00% | 0.00% | 0.00% | 20:49 | 20:34 | 20:34 | 21:03 | 21:03 | 21:03 | 00:29 | 00:21 | |
Mekansm | 2 | 15.38% | 34.2 | 50.00% | +31.82% | +50.00% | 0.00% | 0.00% | 20:18 | 16:47 | 16:47 | 23:49 | 23:49 | 23:49 | 07:02 | 05:12 | |
Cornucopia | 2 | 15.38% | 31.6 | 50.00% | +31.82% | -50.00% | 0.00% | 0.00% | 54:05 | 45:07 | 45:07 | 1:03:02 | 1:03:02 | 1:03:02 | 17:55 | 13:16 | |
Chainmail | 3 | 23.08% | 28.9 | 33.33% | +13.33% | +66.67% | 0.00% | 0.00% | 18:14 | 14:41 | 14:41 | 16:12 | 23:49 | 23:49 | 09:08 | 06:45 | |
Aghanim's Blessing | 3 | 23.08% | 26.3 | 33.33% | +13.33% | -33.33% | 0.00% | 0.00% | 46:22 | 38:38 | 38:38 | 44:29 | 56:00 | 56:00 | 17:22 | 12:51 | |
Quelling Blade | 4 | 30.77% | 23.7 | 25.00% | +2.78% | -25.00% | +75.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Aghanim's Scepter | 7 | 53.85% | 21.1 | 14.29% | -19.04% | -14.29% | -14.29% | 0.00% | 39:22 | 27:59 | 35:57 | 42:16 | 42:26 | 47:17 | 06:29 | 04:48 | |
Octarine Core | 10 | 76.92% | 18.4 | 10.00% | -56.67% | -10.00% | -10.00% | 0.00% | 20:01 | 13:06 | 14:05 | 15:36 | 22:27 | 38:54 | 08:22 | 06:11 | |
Void Stone | 10 | 76.92% | 15.8 | 10.00% | -56.67% | -10.00% | -10.00% | 0.00% | 19:00 | 12:07 | 13:27 | 14:03 | 22:09 | 38:44 | 08:42 | 06:26 | |
Shiva's Guard | 5 | 38.46% | 13.2 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 31:19 | 27:26 | 27:26 | 32:01 | 33:03 | 34:18 | 05:37 | 04:09 | |
Boots of Travel 2 | 1 | 7.69% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:19 | 44:19 | 44:19 | 44:19 | 44:19 | 44:19 | 00:00 | 00:00 | |
Crimson Guard | 2 | 15.38% | 7.9 | 0.00% | -27.27% | 0.00% | 0.00% | 0.00% | 32:41 | 21:57 | 21:57 | 43:24 | 43:24 | 43:24 | 21:27 | 15:53 | |
Phase Boots | 1 | 7.69% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 7.69% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 21:57 | 00:00 | 00:00 |