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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 | |
Arcane Boots | 8 | 57.14% | 100.0 | 62.50% | +29.17% | +37.50% | -12.50% | -31.91% | 09:45 | 07:18 | 07:27 | 08:56 | 09:01 | 14:38 | 01:34 | 01:09 | |
Bottle | 11 | 78.57% | 97.8 | 54.55% | +21.22% | +12.12% | +12.12% | 0.00% | 01:30 | 00:50 | 01:17 | 01:31 | 01:34 | 02:02 | 00:17 | 00:12 | |
Diffusal Blade | 14 | 100.00% | 95.6 | 50.00% | +50.00% | 0.00% | -16.67% | -8.41% | 12:29 | 10:22 | 11:29 | 12:11 | 13:28 | 15:26 | 01:59 | 01:28 | |
Magic Stick | 14 | 100.00% | 93.3 | 50.00% | +50.00% | 0.00% | -16.67% | -10.42% | 02:08 | -01:29 | 01:50 | 02:26 | 03:26 | 04:53 | 01:36 | 01:11 | |
Magic Wand | 14 | 100.00% | 91.1 | 50.00% | +50.00% | 0.00% | -16.67% | -11.50% | 04:22 | 02:52 | 03:28 | 04:07 | 04:55 | 07:43 | 01:27 | 01:04 | |
Boots of Speed | 14 | 100.00% | 88.9 | 50.00% | +50.00% | 0.00% | +16.67% | 8.70% | 04:51 | 01:19 | 04:13 | 04:45 | 06:08 | 07:00 | 01:55 | 01:25 | |
Boots of Travel 2 | 2 | 14.29% | 86.7 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 51:14 | 45:07 | 45:07 | 57:20 | 57:20 | 57:20 | 12:13 | 09:02 | |
Blink Dagger | 9 | 64.29% | 84.4 | 55.56% | +15.56% | -5.56% | +44.44% | 6.79% | 19:29 | 15:48 | 16:14 | 17:15 | 23:36 | 27:31 | 07:22 | 05:27 | |
Blight Stone | 10 | 71.43% | 82.2 | 50.00% | 0.00% | -16.67% | -50.00% | -12.05% | 03:47 | 01:50 | 02:29 | 03:18 | 05:15 | 06:27 | 02:46 | 02:02 | |
Aghanim's Scepter | 8 | 57.14% | 80.0 | 50.00% | 0.00% | 0.00% | +50.00% | 7.61% | 26:18 | 20:41 | 21:37 | 25:57 | 28:11 | 30:52 | 06:34 | 04:51 | |
Orb of Corrosion | 6 | 42.86% | 77.8 | 50.00% | 0.00% | -50.00% | +50.00% | 68.97% | 06:11 | 04:56 | 05:09 | 05:21 | 06:36 | 08:39 | 01:27 | 01:04 | |
Fluffy Hat | 6 | 42.86% | 75.6 | 50.00% | 0.00% | 0.00% | +50.00% | 29.41% | 05:51 | 04:16 | 04:45 | 04:56 | 06:27 | 08:39 | 01:42 | 01:15 | |
Linken's Sphere | 6 | 42.86% | 73.3 | 50.00% | 0.00% | 0.00% | +50.00% | 3.36% | 27:24 | 20:11 | 20:32 | 21:04 | 35:25 | 37:39 | 14:53 | 11:01 | |
Orb of Venom | 6 | 42.86% | 71.1 | 50.00% | 0.00% | -50.00% | +50.00% | 65.93% | 05:59 | 04:45 | 04:56 | 05:01 | 06:27 | 08:39 | 01:31 | 01:07 | |
Cornucopia | 6 | 42.86% | 68.9 | 50.00% | 0.00% | 0.00% | -50.00% | -4.85% | 23:42 | 14:22 | 19:15 | 20:23 | 29:34 | 35:23 | 10:19 | 07:38 | |
Bracer | 4 | 28.57% | 66.7 | 50.00% | 0.00% | -50.00% | +50.00% | 52.63% | 03:48 | 02:16 | 02:16 | 04:09 | 04:10 | 04:36 | 01:54 | 01:24 | |
Aghanim's Blessing | 1 | 7.14% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 | |
Maelstrom | 1 | 7.14% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 7.14% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 | |
Lotus Orb | 1 | 7.14% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 22:57 | 00:00 | 00:00 | |
Disperser | 1 | 7.14% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 00:00 | 00:00 | |
Rod of Atos | 1 | 7.14% | 53.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 00:00 | 00:00 | |
Crown | 1 | 7.14% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 51:08 | 00:00 | 00:00 | |
Gleipnir | 1 | 7.14% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 51:09 | 00:00 | 00:00 | |
Void Stone | 1 | 7.14% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 | |
Chainmail | 1 | 7.14% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 | |
Javelin | 1 | 7.14% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 50:14 | 00:00 | 00:00 | |
Headdress | 1 | 7.14% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 | |
Ring of Protection | 1 | 7.14% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 | |
Buckler | 1 | 7.14% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 | |
Mekansm | 1 | 7.14% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 18:50 | 00:00 | 00:00 | |
Skull Basher | 5 | 35.71% | 31.1 | 40.00% | -15.56% | -40.00% | -40.00% | 0.00% | 35:09 | 21:55 | 21:55 | 37:49 | 38:02 | 41:26 | 16:07 | 11:56 | |
Ring of Health | 2 | 14.29% | 28.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 33:35 | 22:17 | 22:17 | 44:52 | 44:52 | 44:52 | 22:35 | 16:43 | |
Power Treads | 3 | 21.43% | 26.7 | 33.33% | -21.22% | -33.33% | 0.00% | 6.23% | 11:24 | 08:13 | 08:13 | 12:25 | 13:34 | 13:34 | 05:21 | 03:57 | |
Manta Style | 4 | 28.57% | 24.4 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 29:01 | 21:11 | 21:11 | 25:42 | 31:23 | 37:48 | 10:12 | 07:33 | |
Yasha | 4 | 28.57% | 22.2 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 24:43 | 16:14 | 16:14 | 20:59 | 26:22 | 35:18 | 10:08 | 07:30 | |
Aghanim's Shard | 5 | 35.71% | 20.0 | 20.00% | -46.67% | -20.00% | -20.00% | 0.00% | 34:13 | 22:07 | 22:07 | 31:19 | 43:32 | 47:44 | 21:25 | 15:51 | |
Nullifier | 1 | 7.14% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 00:00 | 00:00 | |
Boots of Travel | 1 | 7.14% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 27:48 | 00:00 | 00:00 | |
Abyssal Blade | 1 | 7.14% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 | |
Quelling Blade | 2 | 14.29% | 11.1 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | -01:28 | 00:01 | 00:00 | |
Overwhelming Blink | 1 | 7.14% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 | |
Vanguard | 1 | 7.14% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 7.14% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 7.14% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |