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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 | |
Blink Dagger | 9 | 60.00% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 28:05 | 17:22 | 18:09 | 26:37 | 37:50 | 43:18 | 19:41 | 14:34 | |
Bottle | 5 | 33.33% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 01:01 | 00:14 | 00:14 | 01:04 | 01:15 | 01:33 | 01:01 | 00:45 | |
Scythe of Vyse | 7 | 46.67% | 94.3 | 85.71% | +35.71% | +14.29% | -35.71% | -10.91% | 34:49 | 26:57 | 31:55 | 34:38 | 36:30 | 40:53 | 04:35 | 03:23 | |
Octarine Core | 6 | 40.00% | 91.4 | 83.33% | +27.77% | +16.67% | +16.67% | 0.00% | 26:43 | 22:19 | 23:03 | 23:24 | 28:56 | 35:49 | 05:53 | 04:21 | |
Arcane Boots | 15 | 100.00% | 88.6 | 66.67% | +66.67% | +33.33% | -16.67% | -15.15% | 07:55 | 04:45 | 05:49 | 07:32 | 09:07 | 12:15 | 03:18 | 02:26 | |
Boots of Speed | 15 | 100.00% | 85.7 | 66.67% | +66.67% | +33.33% | -16.67% | -14.42% | 05:44 | 02:16 | 03:44 | 05:32 | 07:12 | 09:49 | 03:28 | 02:34 | |
Magic Wand | 15 | 100.00% | 82.9 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 04:15 | -01:29 | -01:29 | 02:34 | 09:13 | 14:10 | 10:42 | 07:55 | |
Magic Stick | 10 | 66.67% | 80.0 | 70.00% | +10.00% | -70.00% | +30.00% | 100.00% | 02:15 | -01:29 | -01:29 | 01:46 | 02:22 | 09:40 | 03:51 | 02:51 | |
Kaya and Sange | 14 | 93.33% | 77.1 | 64.29% | -35.71% | +35.71% | +2.38% | -6.17% | 19:58 | 14:16 | 17:03 | 18:28 | 22:27 | 31:56 | 05:24 | 04:00 | |
Sange | 14 | 93.33% | 74.3 | 64.29% | -35.71% | +35.71% | -30.96% | -14.60% | 19:11 | 10:45 | 16:38 | 18:28 | 21:12 | 31:29 | 04:34 | 03:22 | |
Kaya | 14 | 93.33% | 71.4 | 64.29% | -35.71% | +10.71% | +2.38% | -1.82% | 15:57 | 11:39 | 13:56 | 14:16 | 18:31 | 22:17 | 04:35 | 03:23 | |
Soul Ring | 12 | 80.00% | 68.6 | 66.67% | 0.00% | +33.33% | -66.67% | -33.90% | 09:48 | 06:34 | 07:31 | 09:25 | 10:28 | 15:55 | 02:57 | 02:11 | |
Vanguard | 12 | 80.00% | 65.7 | 66.67% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 04:52 | 05:28 | 06:41 | 08:45 | 13:01 | 03:17 | 02:25 | |
Void Stone | 12 | 80.00% | 62.9 | 66.67% | 0.00% | +33.33% | 0.00% | -2.77% | 27:15 | 17:09 | 19:54 | 26:57 | 31:55 | 39:12 | 12:01 | 08:54 | |
Ring of Protection | 12 | 80.00% | 60.0 | 66.67% | 0.00% | +33.33% | -66.67% | -32.97% | 09:06 | 06:13 | 06:39 | 09:01 | 09:41 | 14:32 | 03:02 | 02:14 | |
Ring of Health | 13 | 86.67% | 57.1 | 61.54% | -38.46% | +5.13% | +5.13% | 0.00% | 05:16 | 01:28 | 02:37 | 03:03 | 06:15 | 23:32 | 03:38 | 02:41 | |
Pipe of Insight | 6 | 40.00% | 54.3 | 66.67% | 0.00% | +33.33% | +33.33% | 0.00% | 17:27 | 14:44 | 14:49 | 15:27 | 19:15 | 22:33 | 04:26 | 03:17 | |
Headdress | 6 | 40.00% | 51.4 | 66.67% | 0.00% | +33.33% | -66.67% | -31.91% | 15:13 | 13:14 | 13:31 | 14:24 | 16:39 | 18:30 | 03:08 | 02:19 | |
Shiva's Guard | 2 | 13.33% | 48.6 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 34:45 | 33:59 | 33:59 | 35:31 | 35:31 | 35:31 | 01:32 | 01:08 | |
Overwhelming Blink | 2 | 13.33% | 45.7 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 40:34 | 39:54 | 39:54 | 41:14 | 41:14 | 41:14 | 01:20 | 00:59 | |
Heart of Tarrasque | 2 | 13.33% | 42.9 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 43:42 | 40:12 | 40:12 | 47:12 | 47:12 | 47:12 | 07:00 | 05:11 | |
Black King Bar | 5 | 33.33% | 40.0 | 60.00% | -10.00% | -60.00% | +40.00% | 0.00% | 28:04 | 25:40 | 25:40 | 26:57 | 28:14 | 32:56 | 02:34 | 01:54 | |
Lotus Orb | 4 | 26.67% | 37.1 | 50.00% | -22.73% | +50.00% | -50.00% | 0.00% | 23:10 | 18:22 | 18:22 | 18:35 | 24:14 | 31:29 | 05:52 | 04:20 | |
Chainmail | 1 | 6.67% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 00:00 | 00:00 | |
Buckler | 1 | 6.67% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 | |
Mekansm | 1 | 6.67% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 13:38 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 6.67% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 6.67% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 | |
Crimson Guard | 1 | 6.67% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 17:06 | 00:00 | 00:00 | |
Boots of Travel | 1 | 6.67% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 6.67% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 00:00 | 00:00 | |
Dagon | 1 | 6.67% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 49:03 | 00:00 | 00:00 | |
Aghanim's Scepter | 2 | 13.33% | 8.6 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | 29:52 | 28:38 | 28:38 | 31:06 | 31:06 | 31:06 | 02:28 | 01:49 | |
Orb of Venom | 1 | 6.67% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:37 | 04:37 | 04:37 | 04:37 | 04:37 | 04:37 | 00:00 | 00:00 | |
Bracer | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 00:00 | 00:00 |