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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 | |
Void Stone | 13 | 61.90% | 100.0 | 69.23% | +44.23% | -2.56% | -2.56% | 0.00% | 30:16 | 11:10 | 26:22 | 31:11 | 34:38 | 42:33 | 08:16 | 06:07 | |
Sange | 6 | 28.57% | 97.1 | 83.33% | +43.33% | -33.33% | +16.67% | 10.49% | 21:32 | 16:11 | 18:22 | 20:33 | 23:08 | 29:53 | 04:46 | 03:31 | |
Heaven's Halberd | 6 | 28.57% | 94.1 | 83.33% | +43.33% | -33.33% | +16.67% | 36.59% | 24:43 | 20:35 | 23:19 | 23:24 | 24:41 | 31:50 | 01:22 | 01:00 | |
Chainmail | 14 | 66.67% | 91.2 | 64.29% | +35.72% | +35.71% | +2.38% | -14.81% | 09:40 | 04:47 | 07:56 | 08:58 | 10:11 | 18:11 | 02:15 | 01:40 | |
Phase Boots | 14 | 66.67% | 88.2 | 64.29% | +35.72% | +10.71% | +2.38% | -3.38% | 11:00 | 05:30 | 09:23 | 10:22 | 11:51 | 18:44 | 02:28 | 01:49 | |
Lotus Orb | 3 | 14.29% | 85.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 24:52 | 14:50 | 14:50 | 26:43 | 33:04 | 33:04 | 18:14 | 13:30 | |
Magic Stick | 19 | 90.48% | 82.4 | 57.89% | +57.89% | +2.11% | -17.89% | -4.35% | 04:10 | 00:02 | 01:27 | 03:42 | 06:03 | 10:40 | 04:36 | 03:24 | |
Soul Ring | 20 | 95.24% | 79.4 | 55.00% | +55.00% | +5.00% | +5.00% | 0.00% | 06:35 | 01:44 | 04:21 | 06:50 | 07:54 | 13:05 | 03:33 | 02:37 | |
Magic Wand | 20 | 95.24% | 76.5 | 55.00% | +55.00% | +5.00% | -15.00% | -4.26% | 10:32 | -01:29 | 07:25 | 10:56 | 12:07 | 23:54 | 04:42 | 03:28 | |
Quelling Blade | 16 | 76.19% | 73.5 | 56.25% | +16.25% | -31.25% | +18.75% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Blink Dagger | 21 | 100.00% | 70.6 | 52.38% | +52.38% | -12.38% | -32.38% | -2.56% | 20:09 | 12:57 | 15:19 | 19:17 | 23:07 | 33:38 | 07:48 | 05:46 | |
Boots of Speed | 21 | 100.00% | 67.6 | 52.38% | +52.38% | +27.62% | -12.38% | -17.27% | 06:38 | 03:17 | 05:23 | 06:41 | 07:42 | 09:00 | 02:19 | 01:42 | |
Ring of Protection | 21 | 100.00% | 64.7 | 52.38% | +52.38% | +7.62% | +7.62% | 0.00% | 02:39 | -01:29 | -01:29 | 01:43 | 06:16 | 13:05 | 07:45 | 05:44 | |
Ring of Health | 21 | 100.00% | 61.8 | 52.38% | +52.38% | -12.38% | -12.38% | 0.00% | 14:10 | 03:04 | 03:32 | 09:56 | 19:56 | 42:33 | 16:24 | 12:08 | |
Bracer | 12 | 57.14% | 58.8 | 58.33% | +13.89% | -25.00% | +8.34% | 33.34% | 02:36 | 01:25 | 02:05 | 02:27 | 02:58 | 04:02 | 00:53 | 00:39 | |
Hood of Defiance | 14 | 66.67% | 55.9 | 50.00% | -7.14% | -25.00% | +16.67% | 15.72% | 10:40 | 06:17 | 09:24 | 11:09 | 12:03 | 14:38 | 02:39 | 01:57 | |
Morbid Mask | 4 | 19.05% | 52.9 | 75.00% | +27.94% | +25.00% | +25.00% | 0.00% | 15:44 | 10:34 | 10:34 | 12:18 | 17:53 | 22:11 | 07:19 | 05:25 | |
Refresher Orb | 9 | 42.86% | 50.0 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 35:10 | 27:35 | 30:04 | 32:43 | 37:27 | 48:34 | 07:23 | 05:28 | |
Wraith Pact | 3 | 14.29% | 47.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 24:00 | 22:18 | 22:18 | 24:00 | 25:41 | 25:41 | 03:23 | 02:30 | |
Buckler | 3 | 14.29% | 44.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 17:45 | 13:17 | 13:17 | 17:49 | 22:10 | 22:10 | 08:53 | 06:34 | |
Ring of Basilius | 3 | 14.29% | 41.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 16:38 | 09:52 | 09:52 | 17:53 | 22:10 | 22:10 | 12:18 | 09:06 | |
Vladmir's Offering | 3 | 14.29% | 38.2 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 18:18 | 14:35 | 14:35 | 18:08 | 22:11 | 22:11 | 07:36 | 05:37 | |
Aghanim's Scepter | 8 | 38.10% | 35.3 | 37.50% | -24.04% | -37.50% | +62.50% | 11.58% | 24:19 | 18:34 | 19:13 | 20:59 | 27:51 | 33:04 | 08:38 | 06:23 | |
Arcane Boots | 4 | 19.05% | 32.4 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 18:26 | 07:50 | 07:50 | 10:14 | 19:21 | 36:17 | 11:31 | 08:31 | |
Force Staff | 1 | 4.76% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 4.76% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 4.76% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 42:23 | 00:00 | 00:00 | |
Arcane Blink | 1 | 4.76% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:54 | 43:54 | 43:54 | 43:54 | 43:54 | 43:54 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 4.76% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 40:07 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 4.76% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 30:36 | 00:00 | 00:00 | |
Shiva's Guard | 2 | 9.52% | 11.8 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 45:28 | 36:42 | 36:42 | 54:14 | 54:14 | 54:14 | 17:32 | 12:59 | |
Headdress | 2 | 9.52% | 8.8 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 17:01 | 15:14 | 15:14 | 18:47 | 18:47 | 18:47 | 03:33 | 02:37 | |
Pipe of Insight | 2 | 9.52% | 5.9 | 50.00% | -2.63% | +50.00% | 0.00% | 0.00% | 19:11 | 15:52 | 15:52 | 22:30 | 22:30 | 22:30 | 06:38 | 04:54 | |
Black King Bar | 1 | 4.76% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 00:00 | 00:00 |