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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 | |
Kaya and Sange | 4 | 26.67% | 100.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 26:10 | 23:07 | 23:07 | 26:30 | 26:49 | 28:15 | 03:42 | 02:44 | |
Kaya | 4 | 26.67% | 97.1 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 25:01 | 22:39 | 22:39 | 24:41 | 26:18 | 26:27 | 03:39 | 02:42 | |
Aghanim's Shard | 9 | 60.00% | 94.1 | 77.78% | +27.78% | -27.78% | +22.22% | 4.48% | 28:44 | 20:16 | 21:38 | 30:21 | 32:48 | 35:24 | 11:10 | 08:16 | |
Bottle | 6 | 40.00% | 91.2 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 01:36 | 01:16 | 01:19 | 01:25 | 01:36 | 02:27 | 00:17 | 00:12 | |
Sange | 6 | 40.00% | 88.2 | 83.33% | +27.77% | -33.33% | +16.67% | 10.10% | 23:52 | 20:09 | 21:52 | 22:13 | 26:49 | 27:44 | 04:57 | 03:40 | |
Boots of Speed | 15 | 100.00% | 85.3 | 66.67% | +66.67% | -16.67% | -41.67% | -9.26% | 06:02 | 01:17 | 03:58 | 05:33 | 06:40 | 16:15 | 02:42 | 02:00 | |
Magic Wand | 15 | 100.00% | 82.4 | 66.67% | +66.67% | +8.33% | -16.67% | -7.01% | 05:05 | -01:28 | 03:07 | 05:01 | 06:41 | 09:40 | 03:34 | 02:38 | |
Shiva's Guard | 3 | 20.00% | 79.4 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 35:38 | 29:04 | 29:04 | 33:21 | 44:28 | 44:28 | 15:24 | 11:24 | |
Null Talisman | 10 | 66.67% | 76.5 | 70.00% | +10.00% | -3.33% | -20.00% | -5.88% | 04:52 | 01:44 | 02:49 | 04:23 | 05:39 | 10:08 | 02:50 | 02:05 | |
Magic Stick | 14 | 93.33% | 73.5 | 64.29% | -35.71% | +10.71% | +2.38% | -2.06% | 02:38 | -01:29 | -01:29 | 03:07 | 05:32 | 09:04 | 07:01 | 05:11 | |
Black King Bar | 12 | 80.00% | 70.6 | 66.67% | 0.00% | +33.33% | -33.34% | -19.05% | 19:58 | 16:56 | 17:37 | 18:18 | 21:07 | 25:51 | 03:30 | 02:35 | |
Ring of Health | 7 | 46.67% | 67.6 | 71.43% | +8.93% | -21.43% | -21.43% | 0.00% | 20:04 | 08:55 | 09:24 | 13:01 | 31:09 | 33:34 | 21:45 | 16:06 | |
Hood of Defiance | 4 | 26.67% | 64.7 | 75.00% | +11.36% | -75.00% | +25.00% | 31.25% | 11:11 | 09:12 | 09:12 | 09:33 | 12:24 | 13:34 | 03:12 | 02:22 | |
Aeon Disk | 2 | 13.33% | 61.8 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 38:43 | 36:39 | 36:39 | 40:47 | 40:47 | 40:47 | 04:08 | 03:03 | |
Blink Dagger | 7 | 46.67% | 58.8 | 57.14% | -17.86% | +42.86% | -57.14% | -35.93% | 28:53 | 21:16 | 26:52 | 27:51 | 29:39 | 36:56 | 02:47 | 02:03 | |
Void Stone | 5 | 33.33% | 55.9 | 60.00% | -10.00% | -60.00% | +40.00% | 4.89% | 26:01 | 13:07 | 13:07 | 31:09 | 33:34 | 36:00 | 20:27 | 15:08 | |
Fluffy Hat | 3 | 20.00% | 52.9 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 09:32 | 08:41 | 08:41 | 09:49 | 10:06 | 10:06 | 01:25 | 01:02 | |
Linken's Sphere | 3 | 20.00% | 50.0 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 32:58 | 31:28 | 31:28 | 33:41 | 33:46 | 33:46 | 02:18 | 01:42 | |
Phase Boots | 4 | 26.67% | 47.1 | 50.00% | -22.73% | +50.00% | -50.00% | -43.17% | 08:31 | 06:50 | 06:50 | 08:14 | 09:09 | 09:49 | 02:19 | 01:42 | |
Chainmail | 4 | 26.67% | 44.1 | 50.00% | -22.73% | +50.00% | -50.00% | -30.15% | 07:38 | 04:56 | 04:56 | 08:08 | 08:15 | 09:13 | 03:19 | 02:27 | |
Glimmer Cape | 1 | 6.67% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 00:00 | 00:00 | |
Ring of Protection | 1 | 6.67% | 38.2 | 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 | |
Soul Ring | 1 | 6.67% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 00:00 | 00:00 | |
Power Treads | 1 | 6.67% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 | |
Headdress | 1 | 6.67% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 6.67% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 00:00 | 00:00 | |
Heaven's Halberd | 2 | 13.33% | 23.5 | 50.00% | -19.23% | -50.00% | 0.00% | 0.00% | 26:09 | 25:13 | 25:13 | 27:04 | 27:04 | 27:04 | 01:51 | 01:22 | |
Lotus Orb | 2 | 13.33% | 20.6 | 50.00% | -19.23% | -50.00% | 0.00% | 0.00% | 26:12 | 16:18 | 16:18 | 36:05 | 36:05 | 36:05 | 19:47 | 14:39 | |
Bracer | 2 | 13.33% | 17.6 | 50.00% | -19.23% | -50.00% | 0.00% | 0.00% | 02:38 | 02:24 | 02:24 | 02:51 | 02:51 | 02:51 | 00:27 | 00:20 | |
Wind Lace | 4 | 26.67% | 14.7 | 25.00% | -56.82% | +75.00% | -25.00% | -15.08% | 08:27 | 04:02 | 04:02 | 06:17 | 10:40 | 12:47 | 06:38 | 04:54 | |
Arcane Boots | 1 | 6.67% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 14:24 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 6.67% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 6.67% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 16:30 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 00:00 | 00:00 |