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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 Scepter | 6 | 50.00% | 100.0 | 83.33% | +33.33% | -33.33% | +16.67% | 8.57% | 32:45 | 24:53 | 29:22 | 32:34 | 35:12 | 42:04 | 05:50 | 04:19 | |
Kaya | 3 | 25.00% | 97.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 26:44 | 25:24 | 26:17 | 27:11 | 27:23 | 27:36 | 01:06 | 00:48 | |
Sange | 3 | 25.00% | 95.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 27:09 | 23:53 | 26:01 | 28:09 | 28:46 | 29:24 | 02:45 | 02:02 | |
Kaya and Sange | 3 | 25.00% | 92.5 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 28:39 | 27:38 | 28:03 | 28:29 | 29:09 | 29:50 | 01:06 | 00:48 | |
Chainmail | 12 | 100.00% | 90.0 | 66.67% | +66.67% | 0.00% | +33.33% | 29.63% | 06:47 | 05:30 | 06:02 | 06:40 | 07:09 | 09:08 | 01:07 | 00:50 | |
Boots of Speed | 12 | 100.00% | 87.5 | 66.67% | +66.67% | 0.00% | +33.33% | 19.00% | 03:20 | 01:29 | 02:16 | 03:23 | 04:02 | 05:56 | 01:45 | 01:17 | |
Magic Stick | 12 | 100.00% | 85.0 | 66.67% | +66.67% | -33.34% | +33.33% | 12.96% | 02:21 | -01:29 | -01:29 | 00:00 | 06:37 | 10:12 | 08:06 | 06:00 | |
Phase Boots | 12 | 100.00% | 82.5 | 66.67% | +66.67% | +33.33% | -33.34% | -52.63% | 07:35 | 06:27 | 06:55 | 07:30 | 08:11 | 09:36 | 01:16 | 00:56 | |
Eternal Shroud | 5 | 41.67% | 80.0 | 80.00% | +22.86% | -30.00% | +20.00% | 13.64% | 18:17 | 15:22 | 15:39 | 15:47 | 19:19 | 25:17 | 03:40 | 02:42 | |
Blink Dagger | 11 | 91.67% | 77.5 | 63.64% | -36.36% | +3.03% | -30.31% | -3.94% | 22:47 | 12:52 | 19:14 | 22:07 | 27:42 | 31:49 | 08:28 | 06:16 | |
Magic Wand | 11 | 91.67% | 75.0 | 63.64% | -36.36% | -30.31% | +36.36% | 15.69% | 05:52 | -01:25 | 04:07 | 04:55 | 08:22 | 11:14 | 04:15 | 03:08 | |
Black King Bar | 9 | 75.00% | 72.5 | 66.67% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 16:37 | 18:50 | 20:47 | 23:09 | 36:56 | 04:19 | 03:11 | |
Wind Lace | 7 | 58.33% | 70.0 | 71.43% | +11.43% | +28.57% | +28.57% | 0.00% | 09:35 | -01:29 | 03:28 | 07:58 | 09:07 | 35:25 | 05:39 | 04:11 | |
Eul's Scepter of Divinity | 2 | 16.67% | 67.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 37:16 | 36:28 | 36:51 | 37:15 | 37:39 | 38:03 | 00:47 | 00:35 | |
Bottle | 2 | 16.67% | 65.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:34 | 01:46 | 01:58 | 02:10 | 02:23 | 00:24 | 00:18 | |
Crown | 4 | 33.33% | 62.5 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 29:17 | 10:51 | 26:11 | 34:11 | 37:16 | 37:54 | 11:05 | 08:12 | |
Helm of Iron Will | 4 | 33.33% | 60.0 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 29:46 | 12:46 | 26:40 | 34:11 | 37:16 | 37:54 | 10:36 | 07:51 | |
Veil of Discord | 4 | 33.33% | 57.5 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 29:53 | 13:15 | 26:47 | 34:11 | 37:16 | 37:55 | 10:29 | 07:46 | |
Ring of Protection | 7 | 58.33% | 55.0 | 57.14% | -22.86% | +42.86% | -7.14% | -9.42% | 11:19 | 06:42 | 07:54 | 08:57 | 13:12 | 21:21 | 05:18 | 03:55 | |
Soul Ring | 7 | 58.33% | 52.5 | 57.14% | -22.86% | +42.86% | -7.14% | -9.88% | 12:16 | 08:31 | 08:59 | 09:21 | 14:03 | 21:54 | 05:03 | 03:44 | |
Bracer | 8 | 66.67% | 50.0 | 50.00% | -50.00% | +50.00% | 0.00% | -47.06% | 03:02 | 01:56 | 02:07 | 02:11 | 03:10 | 05:42 | 01:03 | 00:47 | |
Ring of Tarrasque | 3 | 25.00% | 47.5 | 66.67% | 0.00% | +33.33% | -66.67% | 0.00% | 32:47 | 17:16 | 25:26 | 33:36 | 40:32 | 47:29 | 15:06 | 11:11 | |
Blade Mail | 4 | 33.33% | 45.0 | 50.00% | -25.00% | +50.00% | -50.00% | -50.42% | 12:15 | 10:19 | 11:11 | 12:07 | 13:10 | 14:24 | 01:59 | 01:28 | |
Headdress | 1 | 8.33% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 00:00 | 00:00 | |
Wind Waker | 1 | 8.33% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:49 | 47:49 | 47:49 | 47:49 | 47:49 | 47:49 | 00:00 | 00:00 | |
Quelling Blade | 1 | 8.33% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 8.33% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 17:24 | 00:00 | 00:00 | |
Shiva's Guard | 2 | 16.67% | 32.5 | 50.00% | -20.00% | -50.00% | +50.00% | 0.00% | 38:24 | 38:16 | 38:20 | 38:24 | 38:28 | 38:32 | 00:08 | 00:05 | |
Heart of Tarrasque | 2 | 16.67% | 30.0 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 41:51 | 36:11 | 39:00 | 41:50 | 44:40 | 47:30 | 05:39 | 04:11 | |
Void Stone | 2 | 16.67% | 27.5 | 50.00% | -20.00% | +50.00% | -50.00% | 0.00% | 41:51 | 35:21 | 38:35 | 41:50 | 45:05 | 48:20 | 06:29 | 04:48 | |
Linken's Sphere | 1 | 8.33% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 48:30 | 00:00 | 00:00 | |
Refresher Orb | 1 | 8.33% | 22.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 | |
Arcane Blink | 1 | 8.33% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:35 | 1:03:35 | 1:03:35 | 1:03:35 | 1:03:35 | 1:03:35 | 00:00 | 00:00 | |
Giant's Ring | 1 | 8.33% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:00 | 1:02:00 | 1:02:00 | 1:02:00 | 1:02:00 | 1:02:00 | 00:00 | 00:00 | |
Ring of Health | 1 | 8.33% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 00:00 | 00:00 | |
Ogre Seal Totem | 1 | 8.33% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Cornucopia | 1 | 8.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:45 | 50:45 | 50:45 | 50:45 | 50:45 | 50:45 | 00:00 | 00:00 | |
Safety Bubble | 1 | 8.33% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 | |
Whisper of the Dread | 1 | 8.33% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Rattlecage | 1 | 8.33% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 |