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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 | |
Black King Bar | 19 | 54.29% | 100.0 | 63.16% | +38.16% | +36.84% | -23.16% | -10.03% | 28:31 | 22:36 | 24:24 | 27:57 | 30:23 | 41:15 | 05:59 | 04:25 | |
Aghanim's Scepter | 16 | 45.71% | 96.7 | 62.50% | +30.92% | -62.50% | +12.50% | 7.81% | 30:40 | 20:06 | 24:54 | 32:15 | 34:30 | 37:43 | 09:36 | 07:06 | |
Aghanim's Shard | 12 | 34.29% | 93.3 | 66.67% | +31.89% | -33.34% | 0.00% | 2.14% | 30:58 | 20:02 | 20:17 | 26:51 | 35:53 | 51:26 | 15:36 | 11:33 | |
Shadow Blade | 32 | 91.43% | 90.0 | 50.00% | +50.00% | +12.50% | -12.50% | -7.21% | 19:18 | 13:01 | 16:25 | 17:32 | 19:53 | 41:05 | 03:28 | 02:34 | |
Magic Stick | 33 | 94.29% | 86.7 | 48.48% | +48.48% | -23.48% | -10.98% | 2.35% | 03:37 | -01:29 | -01:28 | 03:10 | 06:47 | 13:18 | 08:15 | 06:06 | |
Magic Wand | 28 | 80.00% | 83.3 | 50.00% | +21.43% | +7.14% | -21.43% | -6.44% | 09:34 | 01:47 | 06:58 | 10:07 | 11:24 | 20:13 | 04:26 | 03:17 | |
Quelling Blade | 21 | 60.00% | 80.0 | 52.38% | +16.67% | -12.38% | +47.62% | 60.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:21 | 00:01 | 00:00 | |
Boots of Speed | 35 | 100.00% | 76.7 | 45.71% | +45.71% | +20.96% | -12.38% | -13.34% | 03:25 | -01:29 | 02:16 | 03:08 | 04:46 | 09:02 | 02:30 | 01:51 | |
Phase Boots | 33 | 94.29% | 73.3 | 42.42% | -57.58% | +7.58% | -17.42% | -7.39% | 09:02 | 04:40 | 07:04 | 08:40 | 10:27 | 15:20 | 03:23 | 02:30 | |
Chainmail | 33 | 94.29% | 70.0 | 42.42% | -57.58% | +20.08% | -17.42% | -10.14% | 07:05 | 01:22 | 04:44 | 06:59 | 08:26 | 13:28 | 03:42 | 02:44 | |
Wind Lace | 27 | 77.14% | 66.7 | 44.44% | -5.56% | +12.70% | -1.58% | -3.04% | 05:16 | -01:29 | 03:03 | 06:21 | 07:45 | 11:00 | 04:42 | 03:28 | |
Refresher Orb | 4 | 11.43% | 63.3 | 75.00% | +33.06% | +25.00% | +25.00% | 0.00% | 43:07 | 40:35 | 40:35 | 40:42 | 42:54 | 48:17 | 02:19 | 01:42 | |
Void Stone | 4 | 11.43% | 60.0 | 75.00% | +33.06% | +25.00% | +25.00% | 0.00% | 42:17 | 40:30 | 40:30 | 40:42 | 42:51 | 45:04 | 02:21 | 01:44 | |
Ring of Health | 4 | 11.43% | 60.0 | 75.00% | +33.06% | +25.00% | +25.00% | 0.00% | 42:17 | 40:30 | 40:30 | 40:42 | 42:51 | 45:04 | 02:21 | 01:44 | |
Crystalys | 2 | 5.71% | 53.3 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 1:05:08 | 58:58 | 58:58 | 1:11:18 | 1:11:18 | 1:11:18 | 12:20 | 09:08 | |
Orb of Venom | 5 | 14.29% | 50.0 | 60.00% | +16.67% | -60.00% | +40.00% | 100.00% | 00:22 | -01:29 | -01:29 | -01:29 | 02:27 | 03:51 | 03:56 | 02:54 | |
Soul Ring | 12 | 34.29% | 46.7 | 41.67% | -6.16% | -8.34% | -8.34% | 0.00% | 07:26 | 03:45 | 04:46 | 05:02 | 09:11 | 19:01 | 04:25 | 03:16 | |
Ring of Protection | 16 | 45.71% | 43.3 | 37.50% | -15.13% | -37.50% | +12.50% | 12.93% | 07:33 | -01:29 | -01:24 | 03:50 | 05:16 | 1:19:25 | 06:40 | 04:56 | |
Arcane Blink | 1 | 2.86% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 1:02:09 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 2.86% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:06 | 1:09:06 | 1:09:06 | 1:09:06 | 1:09:06 | 1:09:06 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.86% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 50:52 | 00:00 | 00:00 | |
Silver Edge | 1 | 2.86% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:21 | 1:11:21 | 1:11:21 | 1:11:21 | 1:11:21 | 1:11:21 | 00:00 | 00:00 | |
Buckler | 1 | 2.86% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:25 | 1:19:25 | 1:19:25 | 1:19:25 | 1:19:25 | 1:19:25 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 2.86% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:38 | 1:19:38 | 1:19:38 | 1:19:38 | 1:19:38 | 1:19:38 | 00:00 | 00:00 | |
Power Treads | 1 | 2.86% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 | |
Blink Dagger | 1 | 2.86% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 00:00 | 00:00 | |
Null Talisman | 2 | 5.71% | 13.3 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 11:20 | 02:45 | 02:45 | 19:55 | 19:55 | 19:55 | 17:10 | 12:42 | |
Drum of Endurance | 1 | 2.86% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:22 | 17:22 | 17:22 | 17:22 | 17:22 | 17:22 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 2.86% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 06:05 | 00:00 | 00:00 | |
Kaya | 1 | 2.86% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |