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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 | |
Aghanim's Shard | 7 | 17.95% | 100.0 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 27:35 | 16:35 | 18:09 | 22:45 | 33:23 | 45:39 | 15:14 | 11:17 | |
Magic Stick | 18 | 46.15% | 98.0 | 77.78% | +30.16% | -17.78% | -2.78% | 1.69% | 04:53 | -01:29 | -01:29 | 05:08 | 10:23 | 14:33 | 11:52 | 08:47 | |
Aghanim's Scepter | 5 | 12.82% | 96.0 | 100.00% | +44.12% | 0.00% | 0.00% | 0.00% | 24:30 | 18:47 | 18:47 | 23:44 | 27:42 | 30:43 | 08:55 | 06:36 | |
Tranquil Boots | 8 | 20.51% | 94.0 | 87.50% | +32.66% | +12.50% | -37.50% | -5.48% | 12:20 | 02:37 | 03:45 | 05:22 | 12:52 | 34:36 | 09:07 | 06:45 | |
Fluffy Hat | 26 | 66.67% | 92.0 | 69.23% | +23.08% | +16.48% | -2.56% | -3.46% | 14:30 | 06:18 | 10:12 | 13:56 | 15:42 | 30:10 | 05:30 | 04:04 | |
Force Staff | 23 | 58.97% | 90.0 | 69.57% | +19.57% | +30.43% | -2.90% | -4.43% | 19:11 | 09:44 | 15:22 | 17:20 | 22:53 | 33:30 | 07:31 | 05:34 | |
Magic Wand | 15 | 38.46% | 88.0 | 73.33% | +19.16% | -48.33% | +1.67% | 6.15% | 09:55 | -01:29 | 05:33 | 08:33 | 13:41 | 25:17 | 08:08 | 06:01 | |
Boots of Speed | 39 | 100.00% | 86.0 | 61.54% | +61.54% | -11.54% | +8.46% | 8.70% | 02:12 | -01:29 | 01:14 | 01:59 | 03:32 | 06:18 | 02:18 | 01:42 | |
Void Stone | 24 | 61.54% | 84.0 | 58.33% | -8.34% | +8.34% | +8.34% | 0.00% | 25:06 | 14:49 | 20:52 | 24:52 | 27:33 | 48:24 | 06:41 | 04:57 | |
Aether Lens | 18 | 46.15% | 82.0 | 61.11% | -0.79% | +18.89% | +13.89% | -0.51% | 29:52 | 16:54 | 23:37 | 26:26 | 33:27 | 56:22 | 09:50 | 07:17 | |
Boots of Travel | 16 | 41.03% | 80.0 | 62.50% | +1.63% | -12.50% | -12.50% | 0.00% | 37:30 | 23:16 | 31:06 | 37:19 | 40:58 | 52:26 | 09:52 | 07:18 | |
Ring of Protection | 29 | 74.36% | 78.0 | 55.17% | -24.83% | +1.97% | +1.97% | 0.00% | 08:47 | 01:26 | 06:58 | 08:24 | 10:15 | 19:12 | 03:17 | 02:25 | |
Octarine Core | 14 | 35.90% | 76.0 | 64.29% | +4.29% | +10.71% | +2.38% | -0.58% | 35:10 | 21:39 | 27:12 | 31:34 | 41:29 | 57:28 | 14:17 | 10:34 | |
Spirit Vessel | 19 | 48.72% | 74.0 | 57.89% | -7.11% | +22.11% | -17.89% | -16.00% | 12:43 | 09:18 | 10:54 | 12:28 | 13:24 | 20:28 | 02:30 | 01:51 | |
Glimmer Cape | 3 | 7.69% | 72.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 32:43 | 22:41 | 22:41 | 30:22 | 45:05 | 45:05 | 22:24 | 16:35 | |
Urn of Shadows | 20 | 51.28% | 70.0 | 55.00% | -13.42% | +25.00% | -15.00% | -17.14% | 08:15 | 03:05 | 07:17 | 08:32 | 09:37 | 12:43 | 02:20 | 01:43 | |
Quelling Blade | 9 | 23.08% | 68.0 | 66.67% | +6.67% | +33.33% | +33.33% | 0.00% | 01:01 | -01:29 | -01:29 | -01:29 | 00:20 | 09:36 | 01:49 | 01:20 | |
Black King Bar | 7 | 17.95% | 66.0 | 71.43% | +12.05% | +28.57% | -21.43% | -5.37% | 28:13 | 21:08 | 21:36 | 26:42 | 30:55 | 38:56 | 09:19 | 06:54 | |
Headdress | 16 | 41.03% | 64.0 | 56.25% | -8.97% | -6.25% | +18.75% | 10.27% | 02:27 | -01:29 | -01:29 | -01:26 | 03:55 | 14:36 | 05:24 | 04:00 | |
Arcane Boots | 12 | 30.77% | 62.0 | 58.33% | -4.63% | +8.34% | +8.34% | 0.00% | 12:58 | 06:57 | 09:44 | 12:01 | 14:24 | 22:40 | 04:40 | 03:27 | |
Wind Lace | 20 | 51.28% | 60.0 | 50.00% | -23.68% | +10.00% | -30.00% | -3.79% | 10:14 | -01:29 | 02:22 | 08:05 | 12:55 | 45:46 | 10:33 | 07:48 | |
Ring of Health | 10 | 25.64% | 58.0 | 60.00% | -2.07% | +6.67% | -10.00% | -1.92% | 24:21 | 14:59 | 17:43 | 18:09 | 26:23 | 41:57 | 08:40 | 06:25 | |
Chainmail | 15 | 38.46% | 56.0 | 53.33% | -13.34% | +21.67% | -3.33% | -7.58% | 07:47 | 03:19 | 05:15 | 07:50 | 08:33 | 14:08 | 03:18 | 02:26 | |
Mekansm | 15 | 38.46% | 54.0 | 53.33% | -13.34% | -3.33% | -3.33% | 0.00% | 10:47 | 05:49 | 07:47 | 10:33 | 12:27 | 18:05 | 04:40 | 03:27 | |
Scythe of Vyse | 16 | 41.03% | 52.0 | 50.00% | -19.57% | 0.00% | -25.00% | -2.72% | 32:40 | 21:10 | 26:13 | 29:50 | 35:25 | 56:51 | 09:12 | 06:48 | |
Kaya | 6 | 15.38% | 50.0 | 66.67% | +6.06% | +33.33% | +33.33% | 0.00% | 33:40 | 18:01 | 18:43 | 21:12 | 47:34 | 1:01:51 | 28:51 | 21:22 | |
Guardian Greaves | 9 | 23.08% | 48.0 | 55.56% | -7.77% | -5.56% | -5.56% | 0.00% | 17:10 | 11:54 | 13:44 | 17:29 | 18:09 | 27:46 | 04:25 | 03:16 | |
Buckler | 9 | 23.08% | 46.0 | 55.56% | -7.77% | +44.44% | -5.56% | -8.93% | 12:57 | 08:24 | 09:10 | 11:41 | 14:46 | 19:13 | 05:36 | 04:08 | |
Ethereal Blade | 4 | 10.26% | 44.0 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 38:16 | 21:41 | 21:41 | 21:45 | 47:34 | 1:02:05 | 25:53 | 19:10 | |
Crown | 2 | 5.13% | 42.0 | 100.00% | +40.54% | 0.00% | 0.00% | 0.00% | 25:44 | 17:04 | 17:04 | 34:23 | 34:23 | 34:23 | 17:19 | 12:49 | |
Dagon (level 5) | 2 | 5.13% | 40.0 | 100.00% | +40.54% | 0.00% | 0.00% | 0.00% | 44:19 | 41:24 | 41:24 | 47:14 | 47:14 | 47:14 | 05:50 | 04:19 | |
Pipe of Insight | 5 | 12.82% | 38.0 | 60.00% | -1.76% | +40.00% | +40.00% | 0.00% | 21:51 | 18:59 | 18:59 | 21:13 | 22:38 | 26:23 | 03:39 | 02:42 | |
Hood of Defiance | 5 | 12.82% | 36.0 | 60.00% | -1.76% | +40.00% | +40.00% | 0.00% | 18:57 | 15:03 | 15:03 | 17:43 | 18:21 | 26:23 | 03:18 | 02:26 | |
Ghost Scepter | 6 | 15.38% | 34.0 | 50.00% | -13.64% | 0.00% | +50.00% | 0.00% | 30:24 | 18:59 | 20:06 | 20:10 | 47:34 | 48:14 | 27:28 | 20:20 | |
Blink Dagger | 3 | 7.69% | 32.0 | 66.67% | +5.56% | -66.67% | 0.00% | 0.00% | 33:34 | 32:01 | 32:01 | 33:57 | 34:44 | 34:44 | 02:43 | 02:00 | |
Linken's Sphere | 3 | 7.69% | 30.0 | 66.67% | +5.56% | +33.33% | 0.00% | 0.00% | 32:04 | 26:03 | 26:03 | 29:56 | 40:14 | 40:14 | 14:11 | 10:30 | |
Lotus Orb | 3 | 7.69% | 28.0 | 66.67% | +5.56% | +33.33% | 0.00% | 0.00% | 33:36 | 22:16 | 22:16 | 33:48 | 44:44 | 44:44 | 22:28 | 16:38 | |
Boots of Travel 2 | 3 | 7.69% | 26.0 | 66.67% | +5.56% | +33.33% | 0.00% | 0.00% | 44:58 | 24:13 | 24:13 | 47:52 | 1:02:49 | 1:02:49 | 38:36 | 28:35 | |
Dagon (level 4) | 1 | 2.56% | 24.0 | 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 | |
Dagon (level 3) | 1 | 2.56% | 24.0 | 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 | |
Dagon (level 2) | 1 | 2.56% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 | |
Dagon | 1 | 2.56% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 | |
Holy Locket | 1 | 2.56% | 16.0 | 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 | |
Null Talisman | 1 | 2.56% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 02:50 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 2.56% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 | |
Bottle | 1 | 2.56% | 10.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.56% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 44:18 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 2.56% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 46:45 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 2.56% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 | |
Wind Waker | 1 | 2.56% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 47:35 | 00:00 | 00:00 |