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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 | |
Aghanim's Shard | 6 | 25.00% | 100.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 30:06 | 24:13 | 25:11 | 25:33 | 33:03 | 41:28 | 07:52 | 05:49 | |
Aghanim's Scepter | 5 | 20.83% | 97.6 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 34:55 | 28:49 | 28:49 | 33:57 | 37:17 | 41:27 | 08:28 | 06:16 | |
Overwhelming Blink | 5 | 20.83% | 95.2 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 37:20 | 30:44 | 30:44 | 36:36 | 37:47 | 45:22 | 07:03 | 05:13 | |
Boots of Travel 2 | 5 | 20.83% | 92.9 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 40:51 | 25:02 | 25:02 | 42:51 | 49:06 | 49:35 | 24:04 | 17:49 | |
Octarine Core | 18 | 75.00% | 90.5 | 77.78% | +44.45% | +2.22% | -2.78% | -1.13% | 14:52 | 09:59 | 11:47 | 12:24 | 16:12 | 30:03 | 04:25 | 03:16 | |
Black King Bar | 19 | 79.17% | 88.1 | 73.68% | +33.68% | +6.32% | -13.68% | -9.68% | 23:43 | 18:44 | 22:13 | 23:01 | 24:17 | 33:22 | 02:04 | 01:31 | |
Void Stone | 19 | 79.17% | 85.7 | 73.68% | +33.68% | +6.32% | -33.68% | -7.50% | 14:33 | 08:21 | 10:20 | 13:22 | 15:40 | 29:43 | 05:20 | 03:57 | |
Magic Wand | 16 | 66.67% | 83.3 | 75.00% | +25.00% | +25.00% | -25.00% | -4.75% | 06:24 | -01:29 | -01:29 | 04:18 | 12:00 | 23:35 | 13:29 | 09:59 | |
Blink Dagger | 21 | 87.50% | 81.0 | 71.43% | +38.10% | -11.43% | -11.43% | 0.00% | 19:23 | 12:31 | 16:31 | 18:09 | 21:38 | 31:06 | 05:07 | 03:47 | |
Arcane Boots | 23 | 95.83% | 78.6 | 69.57% | +69.57% | -19.57% | -19.57% | 0.00% | 08:16 | 04:56 | 07:01 | 08:37 | 09:14 | 12:12 | 02:13 | 01:38 | |
Shiva's Guard | 7 | 29.17% | 76.2 | 85.71% | +26.89% | +14.29% | -35.71% | -17.96% | 30:36 | 27:57 | 28:40 | 29:58 | 31:27 | 33:38 | 02:47 | 02:03 | |
Vanguard | 24 | 100.00% | 73.8 | 66.67% | +66.67% | +16.66% | -16.67% | -13.16% | 06:24 | 04:13 | 04:56 | 05:55 | 07:28 | 12:04 | 02:32 | 01:52 | |
Ring of Health | 24 | 100.00% | 71.4 | 66.67% | +66.67% | 0.00% | -16.67% | -11.24% | 03:10 | 01:00 | 02:12 | 02:37 | 03:41 | 09:11 | 01:29 | 01:05 | |
Boots of Speed | 24 | 100.00% | 69.0 | 66.67% | +66.67% | -16.67% | 0.00% | 6.58% | 05:31 | 01:50 | 04:13 | 05:51 | 06:45 | 08:02 | 02:32 | 01:52 | |
Boots of Travel | 12 | 50.00% | 66.7 | 75.00% | +16.67% | -41.67% | -8.33% | 3.27% | 34:08 | 20:47 | 26:31 | 32:55 | 36:43 | 53:34 | 10:12 | 07:33 | |
Hand of Midas | 13 | 54.17% | 64.3 | 61.54% | -11.19% | +38.46% | -28.21% | -48.78% | 12:59 | 10:38 | 11:39 | 12:32 | 13:01 | 16:02 | 01:22 | 01:00 | |
Wind Lace | 11 | 45.83% | 61.9 | 63.64% | -5.59% | -30.31% | +3.03% | 3.32% | 08:13 | -01:29 | 01:48 | 09:16 | 11:50 | 14:49 | 10:02 | 07:25 | |
Refresher Orb | 7 | 29.17% | 59.5 | 71.43% | +6.72% | +28.57% | -21.43% | -11.72% | 39:01 | 34:21 | 35:30 | 36:33 | 39:46 | 45:58 | 04:16 | 03:09 | |
Quelling Blade | 17 | 70.83% | 57.1 | 52.94% | -47.06% | +22.06% | -2.94% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 00:20 | 00:00 | 00:00 | |
Magic Stick | 11 | 45.83% | 54.8 | 54.55% | -22.37% | +12.12% | -21.22% | -2.63% | 08:36 | -01:29 | 00:02 | 10:08 | 12:43 | 19:18 | 12:41 | 09:23 | |
Cornucopia | 6 | 25.00% | 52.4 | 66.67% | 0.00% | +33.33% | -66.67% | -9.42% | 39:14 | 34:21 | 34:26 | 35:56 | 45:03 | 45:58 | 10:37 | 07:51 | |
Aghanim's Blessing | 2 | 8.33% | 50.0 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 46:56 | 41:27 | 41:27 | 52:24 | 52:24 | 52:24 | 10:57 | 08:06 | |
Pipe of Insight | 3 | 12.50% | 47.6 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 16:46 | 13:48 | 13:48 | 15:16 | 21:14 | 21:14 | 07:26 | 05:30 | |
Helm of Iron Will | 8 | 33.33% | 45.2 | 37.50% | -43.75% | +12.50% | +12.50% | 0.00% | 17:34 | 11:06 | 12:22 | 16:46 | 17:38 | 29:34 | 05:16 | 03:54 | |
Crimson Guard | 8 | 33.33% | 42.9 | 37.50% | -43.75% | +12.50% | +12.50% | 0.00% | 18:56 | 13:47 | 14:14 | 18:17 | 19:10 | 29:34 | 04:56 | 03:39 | |
Headdress | 4 | 16.67% | 40.5 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 15:18 | 12:20 | 12:20 | 13:27 | 17:24 | 18:02 | 05:04 | 03:45 | |
Kaya and Sange | 1 | 4.17% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 | |
Kaya | 1 | 4.17% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 | |
Aeon Disk | 1 | 4.17% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 | |
Echo Sabre | 1 | 4.17% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 4.17% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 00:00 | 00:00 | |
Diadem | 1 | 4.17% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 | |
Harpoon | 1 | 4.17% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 | |
Arcane Blink | 1 | 4.17% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 | |
Soul Ring | 1 | 4.17% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 00:00 | 00:00 | |
Sange | 1 | 4.17% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 | |
Ring of Protection | 2 | 8.33% | 14.3 | 50.00% | -18.18% | +50.00% | 0.00% | 0.00% | 12:21 | 04:48 | 04:48 | 19:54 | 19:54 | 19:54 | 15:06 | 11:11 | |
Mekansm | 1 | 4.17% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 | |
Buckler | 1 | 4.17% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 00:00 | 00:00 | |
Lotus Orb | 1 | 4.17% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 26:32 | 00:00 | 00:00 | |
Chainmail | 1 | 4.17% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 4.17% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 00:00 | 00:00 |