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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 | |
Aeon Disk | 13 | 27.08% | 100.0 | 84.62% | +44.62% | -17.95% | +15.38% | 2.42% | 41:35 | 31:59 | 34:14 | 40:52 | 48:00 | 50:29 | 13:46 | 10:11 | |
Void Stone | 9 | 18.75% | 97.8 | 88.89% | +45.30% | +11.11% | +11.11% | 0.00% | 31:23 | 15:48 | 20:02 | 31:32 | 39:41 | 41:52 | 19:39 | 14:33 | |
Aether Lens | 9 | 18.75% | 95.7 | 88.89% | +45.30% | +11.11% | +11.11% | 0.00% | 32:24 | 17:02 | 23:36 | 32:46 | 40:39 | 41:52 | 17:03 | 12:37 | |
Aghanim's Shard | 15 | 31.25% | 93.5 | 80.00% | +40.61% | -5.00% | -5.00% | 0.00% | 33:11 | 21:47 | 25:19 | 31:50 | 37:15 | 48:57 | 11:56 | 08:50 | |
Fairy's Trinket | 5 | 10.42% | 91.3 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 14:24 | 11:00 | 11:00 | 13:00 | 13:00 | 22:00 | 02:00 | 01:28 | |
Force Staff | 21 | 43.75% | 89.1 | 71.43% | +34.39% | +8.57% | -11.43% | -1.68% | 31:02 | 21:51 | 25:04 | 29:27 | 37:00 | 39:07 | 11:56 | 08:50 | |
Magic Stick | 42 | 87.50% | 87.0 | 54.76% | +21.43% | -0.21% | +5.24% | 1.11% | 02:51 | -01:29 | -01:29 | 02:06 | 06:24 | 09:18 | 07:53 | 05:50 | |
Blink Dagger | 47 | 97.92% | 84.8 | 53.19% | +53.19% | +5.14% | +13.48% | 1.70% | 19:44 | 13:53 | 16:13 | 18:30 | 21:07 | 34:18 | 04:54 | 03:37 | |
Tranquil Boots | 47 | 97.92% | 82.6 | 53.19% | +53.19% | +21.81% | -11.52% | -10.81% | 08:28 | 03:33 | 05:46 | 07:46 | 08:51 | 41:00 | 03:05 | 02:17 | |
Fluffy Hat | 32 | 66.67% | 80.4 | 56.25% | +12.50% | +6.25% | +18.75% | 2.01% | 21:46 | 06:58 | 17:21 | 19:46 | 23:35 | 39:07 | 06:14 | 04:37 | |
Wind Lace | 48 | 100.00% | 78.3 | 52.08% | +52.08% | -10.41% | +6.25% | 3.50% | 05:29 | -01:29 | 02:30 | 05:06 | 07:16 | 41:00 | 04:46 | 03:31 | |
Boots of Speed | 48 | 100.00% | 76.1 | 52.08% | +52.08% | -2.08% | -10.41% | -2.30% | 02:35 | -01:29 | -01:29 | 03:00 | 05:06 | 09:55 | 06:35 | 04:52 | |
Glimmer Cape | 6 | 12.50% | 73.9 | 83.33% | +35.71% | +16.67% | +16.67% | 0.00% | 28:22 | 23:06 | 25:51 | 25:52 | 32:07 | 35:39 | 06:16 | 04:38 | |
Magic Wand | 29 | 60.42% | 71.7 | 51.72% | -0.91% | -8.86% | -8.86% | 0.00% | 12:14 | 03:13 | 08:22 | 09:46 | 12:59 | 55:00 | 04:37 | 03:25 | |
Tumbler's Toy | 9 | 18.75% | 69.6 | 66.67% | +17.95% | -16.67% | +33.33% | 10.00% | 13:47 | 09:00 | 10:00 | 12:00 | 15:00 | 22:00 | 05:00 | 03:42 | |
Pupil's Gift | 7 | 14.58% | 67.4 | 71.43% | +22.65% | -21.43% | +28.57% | 12.50% | 23:34 | 19:00 | 20:00 | 22:00 | 24:00 | 31:00 | 04:00 | 02:57 | |
Spider Legs | 5 | 10.42% | 65.2 | 80.00% | +31.16% | +20.00% | +20.00% | 0.00% | 32:00 | 28:00 | 28:00 | 29:00 | 35:00 | 40:00 | 07:00 | 05:11 | |
Trusty Shovel | 11 | 22.92% | 63.0 | 54.55% | +3.20% | -21.22% | +12.12% | 11.11% | 12:22 | 09:00 | 09:00 | 10:00 | 12:00 | 25:00 | 03:00 | 02:13 | |
Ghost Scepter | 9 | 18.75% | 60.9 | 55.56% | +4.28% | -5.56% | +44.44% | 7.87% | 32:34 | 23:19 | 25:46 | 28:16 | 32:07 | 52:06 | 06:21 | 04:42 | |
Psychic Headband | 12 | 25.00% | 58.7 | 50.00% | -2.78% | +16.67% | -16.67% | -16.67% | 30:45 | 29:00 | 29:00 | 30:00 | 31:00 | 34:00 | 02:00 | 01:28 | |
Telescope | 4 | 8.33% | 56.5 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 40:15 | 38:00 | 38:00 | 39:00 | 42:00 | 42:00 | 04:00 | 02:57 | |
Trickster Cloak | 4 | 8.33% | 54.3 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 41:30 | 39:00 | 39:00 | 40:00 | 41:00 | 46:00 | 02:00 | 01:28 | |
Ceremonial Robe | 4 | 8.33% | 52.2 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 30:45 | 28:00 | 28:00 | 31:00 | 31:00 | 33:00 | 03:00 | 02:13 | |
Quelling Blade | 4 | 8.33% | 50.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 10:03 | 05:30 | 05:30 | 06:36 | 12:58 | 15:07 | 07:28 | 05:31 | |
Aghanim's Scepter | 2 | 4.17% | 47.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:34 | 52:34 | 53:06 | 53:06 | 53:06 | 00:32 | 00:23 | |
Arcane Ring | 2 | 4.17% | 45.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:00 | 10:00 | 10:00 | 12:00 | 12:00 | 12:00 | 02:00 | 01:28 | |
Quickening Charm | 2 | 4.17% | 43.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:30 | 29:00 | 29:00 | 32:00 | 32:00 | 32:00 | 03:00 | 02:13 | |
Philosopher's Stone | 7 | 14.58% | 41.3 | 57.14% | +5.92% | -7.14% | +42.86% | 12.50% | 22:17 | 19:00 | 19:00 | 22:00 | 23:00 | 29:00 | 04:00 | 02:57 | |
Keen Optic | 19 | 39.58% | 39.1 | 36.84% | -25.23% | +3.16% | +3.16% | 0.00% | 12:41 | 09:00 | 10:00 | 12:00 | 13:00 | 20:00 | 03:00 | 02:13 | |
Ascetic's Cap | 4 | 8.33% | 37.0 | 50.00% | -2.27% | +50.00% | -50.00% | 0.00% | 43:15 | 38:00 | 38:00 | 43:00 | 44:00 | 48:00 | 06:00 | 04:26 | |
Ring of Protection | 1 | 2.08% | 34.8 | 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 | |
Timeless Relic | 1 | 2.08% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 39:00 | 00:00 | 00:00 | |
Fae Grenade | 1 | 2.08% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 | |
Bullwhip | 1 | 2.08% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 19:00 | 00:00 | 00:00 | |
Ocean Heart | 5 | 10.42% | 26.1 | 40.00% | -13.49% | -40.00% | -40.00% | 0.00% | 12:12 | 11:00 | 11:00 | 12:00 | 13:00 | 14:00 | 02:00 | 01:28 | |
Pig Pole | 5 | 10.42% | 23.9 | 40.00% | -13.49% | -40.00% | +60.00% | 0.00% | 12:24 | 09:00 | 09:00 | 11:00 | 13:00 | 19:00 | 04:00 | 02:57 | |
Essence Ring | 7 | 14.58% | 21.7 | 28.57% | -27.53% | +21.43% | -28.57% | -16.67% | 28:43 | 20:00 | 28:00 | 31:00 | 31:00 | 31:00 | 03:00 | 02:13 | |
Vambrace | 2 | 4.17% | 19.6 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 26:30 | 23:00 | 23:00 | 30:00 | 30:00 | 30:00 | 07:00 | 05:11 | |
Bottle | 2 | 4.17% | 17.4 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 19:30 | 04:00 | 04:00 | 35:00 | 35:00 | 35:00 | 31:00 | 22:57 | |
Ninja Gear | 2 | 4.17% | 15.2 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 41:30 | 41:00 | 41:00 | 42:00 | 42:00 | 42:00 | 01:00 | 00:44 | |
Broom Handle | 2 | 4.17% | 13.0 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 10:30 | 10:00 | 10:00 | 11:00 | 11:00 | 11:00 | 01:00 | 00:44 | |
Shadow Blade | 1 | 2.08% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 43:53 | 00:00 | 00:00 | |
Quicksilver Amulet | 1 | 2.08% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 | |
Chipped Vest | 1 | 2.08% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 13:00 | 00:00 | 00:00 | |
Flicker | 1 | 2.08% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 | |
Nether Shawl | 1 | 2.08% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |