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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 | |
Aghanim's Scepter | 6 | 42.86% | 100.0 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 40:32 | 27:45 | 31:04 | 36:53 | 48:32 | 50:44 | 17:28 | 12:56 | |
Void Stone | 5 | 35.71% | 97.4 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 33:37 | 21:58 | 21:58 | 35:43 | 39:05 | 40:31 | 17:07 | 12:40 | |
Blink Dagger | 8 | 57.14% | 94.7 | 62.50% | +29.17% | -12.50% | +37.50% | 6.83% | 29:56 | 19:55 | 26:45 | 28:48 | 34:04 | 36:32 | 07:19 | 05:25 | |
Boots of Speed | 14 | 100.00% | 92.1 | 50.00% | +50.00% | +25.00% | -50.00% | -24.73% | 04:43 | 02:06 | 02:46 | 03:44 | 05:48 | 09:56 | 03:02 | 02:14 | |
Arcane Boots | 14 | 100.00% | 89.5 | 50.00% | +50.00% | +25.00% | -50.00% | -24.46% | 07:42 | 05:09 | 05:54 | 06:36 | 08:58 | 11:22 | 03:04 | 02:16 | |
Headdress | 14 | 100.00% | 86.8 | 50.00% | +50.00% | 0.00% | -16.67% | -4.88% | 11:19 | 07:21 | 09:52 | 11:13 | 13:17 | 16:30 | 03:25 | 02:31 | |
Black King Bar | 2 | 14.29% | 84.2 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 49:53 | 42:24 | 42:24 | 57:22 | 57:22 | 57:22 | 14:58 | 11:05 | |
Lotus Orb | 2 | 14.29% | 81.6 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 40:59 | 38:08 | 38:08 | 43:50 | 43:50 | 43:50 | 05:42 | 04:13 | |
Ring of Health | 12 | 85.71% | 78.9 | 50.00% | 0.00% | +16.67% | -16.67% | -3.03% | 09:32 | 03:07 | 03:42 | 07:22 | 14:42 | 18:12 | 11:00 | 08:08 | |
Ring of Protection | 12 | 85.71% | 76.3 | 50.00% | 0.00% | +16.67% | +16.67% | 0.00% | 14:10 | -01:29 | 11:20 | 15:18 | 16:47 | 23:29 | 05:27 | 04:02 | |
Guardian Greaves | 12 | 85.71% | 73.7 | 50.00% | 0.00% | +16.67% | +16.67% | 0.00% | 18:31 | 13:15 | 14:22 | 18:11 | 20:52 | 25:29 | 06:30 | 04:48 | |
Chainmail | 13 | 92.86% | 71.1 | 46.15% | -53.85% | -12.82% | +20.52% | 8.66% | 12:34 | 08:03 | 09:26 | 12:31 | 13:17 | 21:49 | 03:51 | 02:51 | |
Mekansm | 13 | 92.86% | 68.4 | 46.15% | -53.85% | +20.52% | +20.52% | 0.00% | 14:44 | 09:30 | 10:53 | 14:47 | 15:56 | 24:24 | 05:03 | 03:44 | |
Quelling Blade | 13 | 92.86% | 65.8 | 46.15% | -53.85% | -12.82% | -12.82% | 0.00% | -01:16 | -01:29 | -01:29 | -01:29 | -01:28 | 00:51 | 00:01 | 00:00 | |
Buckler | 13 | 92.86% | 63.2 | 46.15% | -53.85% | +20.52% | +20.52% | 0.00% | 15:43 | 11:10 | 12:41 | 15:24 | 16:47 | 23:29 | 04:06 | 03:02 | |
Vanguard | 7 | 50.00% | 60.5 | 57.14% | +14.28% | -57.14% | +42.86% | 42.86% | 10:54 | 07:02 | 08:39 | 10:14 | 10:59 | 17:53 | 02:20 | 01:43 | |
Fluffy Hat | 5 | 35.71% | 57.9 | 60.00% | +15.56% | -60.00% | +40.00% | 0.00% | 28:14 | 18:50 | 18:50 | 26:13 | 28:02 | 44:12 | 09:12 | 06:48 | |
Magic Stick | 9 | 64.29% | 55.3 | 44.44% | -15.56% | +5.56% | +5.56% | 0.00% | 04:13 | -01:29 | -01:18 | 02:30 | 06:56 | 14:15 | 08:14 | 06:05 | |
Null Talisman | 6 | 42.86% | 52.6 | 50.00% | 0.00% | 0.00% | +50.00% | 50.00% | 03:39 | 02:12 | 02:24 | 02:49 | 03:22 | 07:57 | 00:58 | 00:42 | |
Hood of Defiance | 7 | 50.00% | 50.0 | 42.86% | -14.28% | +57.14% | +7.14% | -6.54% | 16:09 | 09:37 | 10:23 | 16:11 | 18:02 | 25:27 | 07:39 | 05:40 | |
Pipe of Insight | 7 | 50.00% | 47.4 | 42.86% | -14.28% | +57.14% | -42.86% | -16.90% | 20:08 | 12:37 | 15:51 | 20:31 | 21:46 | 29:25 | 05:55 | 04:22 | |
Magic Wand | 8 | 57.14% | 44.7 | 37.50% | -29.17% | +62.50% | +12.50% | -8.17% | 06:44 | -01:29 | 03:41 | 04:25 | 09:48 | 15:09 | 06:07 | 04:31 | |
Force Staff | 4 | 28.57% | 42.1 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 30:22 | 23:45 | 23:45 | 25:07 | 28:02 | 44:32 | 04:17 | 03:10 | |
Helm of Iron Will | 4 | 28.57% | 39.5 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 26:38 | 17:15 | 17:15 | 19:45 | 21:47 | 47:46 | 04:32 | 03:21 | |
Crimson Guard | 4 | 28.57% | 36.8 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 28:03 | 19:09 | 19:09 | 21:46 | 23:32 | 47:46 | 04:23 | 03:14 | |
Refresher Orb | 1 | 7.14% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:22 | 1:07:22 | 1:07:22 | 1:07:22 | 1:07:22 | 1:07:22 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 7.14% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 7.14% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:21 | 44:21 | 44:21 | 44:21 | 44:21 | 44:21 | 00:00 | 00:00 | |
Scythe of Vyse | 2 | 14.29% | 26.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 38:12 | 34:54 | 34:54 | 41:30 | 41:30 | 41:30 | 06:36 | 04:53 | |
Aghanim's Shard | 2 | 14.29% | 23.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 24:10 | 22:04 | 22:04 | 26:16 | 26:16 | 26:16 | 04:12 | 03:06 | |
Shiva's Guard | 2 | 14.29% | 21.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:49 | 34:32 | 34:32 | 37:06 | 37:06 | 37:06 | 02:34 | 01:54 | |
Soul Ring | 1 | 7.14% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 7.14% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 7.14% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 | |
Wind Lace | 1 | 7.14% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 28:14 | 00:00 | 00:00 | |
Aeon Disk | 1 | 7.14% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 7.14% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 | |
Morbid Mask | 1 | 7.14% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |