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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 | |
Ring of Health | 12 | 44.44% | 100.0 | 50.00% | +36.67% | +16.67% | +16.67% | 0.00% | 29:18 | 23:48 | 25:18 | 27:11 | 33:19 | 37:45 | 08:01 | 05:56 | |
Void Stone | 12 | 44.44% | 97.1 | 50.00% | +36.67% | +16.67% | +16.67% | 0.00% | 29:28 | 23:48 | 25:18 | 27:15 | 33:19 | 37:45 | 08:01 | 05:56 | |
Linken's Sphere | 2 | 7.41% | 94.3 | 100.00% | +76.00% | 0.00% | 0.00% | 0.00% | 32:29 | 24:46 | 24:46 | 40:11 | 40:11 | 40:11 | 15:25 | 11:25 | |
Shiva's Guard | 10 | 37.04% | 91.4 | 50.00% | +32.35% | -16.67% | +50.00% | 20.31% | 27:02 | 23:10 | 24:58 | 26:08 | 28:15 | 32:01 | 03:17 | 02:25 | |
Aghanim's Shard | 23 | 85.19% | 88.6 | 34.78% | +34.78% | +15.22% | -18.11% | -9.39% | 23:52 | 18:42 | 20:01 | 21:31 | 23:34 | 36:38 | 03:33 | 02:37 | |
Hand of Midas | 25 | 92.59% | 85.7 | 32.00% | +32.00% | +18.00% | -32.00% | -16.13% | 09:32 | 05:17 | 08:18 | 09:26 | 11:24 | 12:59 | 03:06 | 02:17 | |
Blink Dagger | 26 | 96.30% | 82.9 | 30.77% | +30.77% | -2.20% | -14.10% | -3.72% | 19:31 | 14:29 | 17:10 | 18:29 | 20:22 | 27:17 | 03:12 | 02:22 | |
Boots of Speed | 27 | 100.00% | 80.0 | 29.63% | +29.63% | -1.06% | +13.23% | 5.26% | 03:39 | 01:26 | 02:06 | 02:49 | 04:49 | 09:16 | 02:43 | 02:00 | |
Black King Bar | 27 | 100.00% | 77.1 | 29.63% | +29.63% | +41.80% | -29.63% | -16.48% | 18:04 | 12:13 | 15:09 | 16:23 | 19:29 | 30:51 | 04:20 | 03:12 | |
Magic Wand | 24 | 88.89% | 74.3 | 29.17% | -4.16% | +37.50% | -12.50% | -5.64% | 06:56 | -01:29 | -01:29 | 08:08 | 10:21 | 20:52 | 11:50 | 08:45 | |
Refresher Orb | 10 | 37.04% | 71.4 | 40.00% | +16.47% | -6.67% | +10.00% | 2.54% | 31:00 | 25:42 | 27:39 | 29:56 | 34:13 | 37:45 | 06:34 | 04:51 | |
Chainmail | 14 | 51.85% | 68.6 | 28.57% | -2.20% | -3.57% | +4.76% | 1.91% | 06:35 | 03:23 | 03:56 | 07:09 | 08:18 | 12:03 | 04:22 | 03:14 | |
Phase Boots | 14 | 51.85% | 65.7 | 28.57% | -2.20% | +21.43% | +4.76% | -5.10% | 07:58 | 04:41 | 06:13 | 07:58 | 09:29 | 12:59 | 03:16 | 02:25 | |
Quelling Blade | 15 | 55.56% | 62.9 | 26.67% | -6.66% | -1.67% | -1.67% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:16 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 3.70% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:16 | 09:16 | 09:16 | 09:16 | 09:16 | 09:16 | 00:00 | 00:00 | |
Urn of Shadows | 1 | 3.70% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 3.70% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 | |
Magic Stick | 20 | 74.07% | 51.4 | 15.00% | -56.43% | +5.00% | -15.00% | -3.35% | 03:46 | -01:29 | -01:29 | 01:46 | 07:27 | 15:29 | 08:56 | 06:37 | |
Bracer | 9 | 33.33% | 48.6 | 22.22% | -11.11% | -22.22% | -22.22% | 0.00% | 01:11 | -01:29 | -01:29 | 01:40 | 01:55 | 03:18 | 03:24 | 02:31 | |
Bottle | 2 | 7.41% | 45.7 | 50.00% | +22.00% | +50.00% | 0.00% | 0.00% | 01:12 | 01:04 | 01:04 | 01:19 | 01:19 | 01:19 | 00:15 | 00:11 | |
Arcane Boots | 2 | 7.41% | 42.9 | 50.00% | +22.00% | +50.00% | 0.00% | 0.00% | 36:03 | 34:22 | 34:22 | 37:44 | 37:44 | 37:44 | 03:22 | 02:29 | |
Overwhelming Blink | 3 | 11.11% | 40.0 | 33.33% | +4.16% | +66.67% | 0.00% | 0.00% | 43:36 | 30:19 | 30:19 | 49:07 | 51:22 | 51:22 | 21:03 | 15:35 | |
Aeon Disk | 4 | 14.81% | 37.1 | 25.00% | -5.43% | -25.00% | -25.00% | 0.00% | 43:31 | 32:56 | 32:56 | 34:30 | 38:49 | 1:07:50 | 05:53 | 04:21 | |
Ring of Protection | 8 | 29.63% | 34.3 | 12.50% | -24.34% | +37.50% | -12.50% | -6.42% | 06:45 | 01:04 | 02:27 | 06:25 | 10:14 | 12:15 | 07:47 | 05:45 | |
Wind Lace | 9 | 33.33% | 31.4 | 11.11% | -27.78% | -11.11% | -11.11% | 0.00% | 07:33 | -01:29 | -01:14 | 07:39 | 10:18 | 24:04 | 11:32 | 08:32 | |
Soul Ring | 6 | 22.22% | 28.6 | 0.00% | -38.10% | 0.00% | 0.00% | 0.00% | 08:51 | 03:36 | 07:12 | 08:46 | 10:37 | 12:39 | 03:25 | 02:31 | |
Sange | 1 | 3.70% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 3.70% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 | |
Tranquil Boots | 2 | 7.41% | 20.0 | 0.00% | -32.00% | 0.00% | 0.00% | 0.00% | 06:38 | 05:24 | 05:24 | 07:51 | 07:51 | 07:51 | 02:27 | 01:48 | |
Aghanim's Scepter | 3 | 11.11% | 17.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 49:06 | 38:42 | 38:42 | 43:31 | 1:05:04 | 1:05:04 | 26:22 | 19:31 | |
Scythe of Vyse | 2 | 7.41% | 14.3 | 0.00% | -32.00% | 0.00% | 0.00% | 0.00% | 50:41 | 44:11 | 44:11 | 57:11 | 57:11 | 57:11 | 13:00 | 09:37 | |
Aghanim's Blessing | 1 | 3.70% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:04 | 1:05:04 | 1:05:04 | 1:05:04 | 1:05:04 | 1:05:04 | 00:00 | 00:00 | |
Fluffy Hat | 2 | 7.41% | 8.6 | 0.00% | -32.00% | 0.00% | 0.00% | 0.00% | 35:54 | 29:33 | 29:33 | 42:14 | 42:14 | 42:14 | 12:41 | 09:23 | |
Null Talisman | 1 | 3.70% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 28:07 | 00:00 | 00:00 | |
Force Staff | 2 | 7.41% | 2.9 | 0.00% | -32.00% | 0.00% | 0.00% | 0.00% | 35:54 | 29:33 | 29:33 | 42:14 | 42:14 | 42:14 | 12:41 | 09:23 |