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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aghanim's Shard | 17 | 65.38% | 100.0 | 70.59% | +48.37% | +4.41% | -20.59% | -4.62% | 20:14 | 15:01 | 16:18 | 20:00 | 21:43 | 31:11 | 05:25 | 04:00 | |
Black King Bar | 12 | 46.15% | 97.4 | 75.00% | +39.29% | +25.00% | -8.33% | -2.29% | 29:55 | 19:51 | 21:17 | 24:42 | 35:50 | 1:01:17 | 14:33 | 10:46 | |
Ring of Protection | 14 | 53.85% | 94.9 | 71.43% | +38.10% | +3.57% | +28.57% | 11.28% | 01:08 | -01:29 | -01:29 | -01:29 | 03:42 | 06:30 | 05:11 | 03:50 | |
Magic Wand | 19 | 73.08% | 92.3 | 63.16% | +34.59% | -23.16% | +16.84% | 9.72% | 07:17 | 01:18 | 05:02 | 05:42 | 09:09 | 13:06 | 04:07 | 03:02 | |
Quelling Blade | 26 | 100.00% | 89.7 | 53.85% | +53.85% | -10.99% | -37.18% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 | |
Blink Dagger | 26 | 100.00% | 87.2 | 53.85% | +53.85% | +17.58% | -20.52% | -23.81% | 11:13 | 07:39 | 10:30 | 11:02 | 12:06 | 14:14 | 01:36 | 01:11 | |
Boots of Speed | 26 | 100.00% | 84.6 | 53.85% | +53.85% | +3.29% | +29.48% | 11.31% | 04:43 | 00:55 | 03:27 | 04:28 | 05:46 | 08:43 | 02:19 | 01:42 | |
Magic Stick | 22 | 84.62% | 82.1 | 54.55% | +4.55% | +12.12% | +5.45% | -2.21% | 02:16 | -01:29 | -01:29 | 01:44 | 04:30 | 09:51 | 05:59 | 04:25 | |
Kaya | 7 | 26.92% | 79.5 | 71.43% | +24.06% | +28.57% | -21.43% | -11.32% | 29:14 | 20:09 | 24:17 | 27:47 | 28:42 | 43:22 | 04:25 | 03:16 | |
Soul Ring | 10 | 38.46% | 76.9 | 60.00% | +10.00% | +40.00% | -60.00% | -27.15% | 06:47 | 03:42 | 04:23 | 05:37 | 08:04 | 15:01 | 03:41 | 02:43 | |
Wind Lace | 17 | 65.38% | 74.4 | 47.06% | -19.61% | +2.94% | -22.06% | -1.87% | 10:11 | 01:57 | 03:14 | 07:52 | 16:36 | 23:45 | 13:22 | 09:54 | |
Ring of Health | 9 | 34.62% | 71.8 | 55.56% | +2.62% | -5.56% | -5.56% | 0.00% | 15:58 | 03:05 | 03:39 | 09:35 | 29:35 | 32:02 | 25:56 | 19:12 | |
Bracer | 9 | 34.62% | 69.2 | 55.56% | +2.62% | -5.56% | -5.56% | 0.00% | 02:20 | 01:28 | 01:39 | 02:19 | 02:29 | 03:38 | 00:50 | 00:37 | |
Aeon Disk | 4 | 15.38% | 66.7 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 37:56 | 30:47 | 30:47 | 34:09 | 34:11 | 52:35 | 03:24 | 02:31 | |
Vanguard | 4 | 15.38% | 64.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 06:53 | 06:19 | 06:19 | 06:34 | 06:52 | 07:45 | 00:33 | 00:24 | |
Ghost Scepter | 4 | 15.38% | 61.5 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 33:43 | 21:54 | 21:54 | 31:21 | 35:30 | 46:08 | 13:36 | 10:04 | |
Void Stone | 15 | 57.69% | 59.0 | 46.67% | -16.97% | +3.33% | -21.67% | -2.85% | 25:00 | 14:34 | 17:44 | 22:38 | 26:30 | 54:24 | 08:46 | 06:29 | |
Aether Lens | 2 | 7.69% | 56.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:24 | 24:13 | 24:13 | 54:35 | 54:35 | 54:35 | 30:22 | 22:29 | |
Arcane Boots | 2 | 7.69% | 53.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 37:33 | 30:28 | 30:28 | 44:37 | 44:37 | 44:37 | 14:09 | 10:28 | |
Eul's Scepter of Divinity | 11 | 42.31% | 51.3 | 45.45% | -14.55% | -12.12% | -12.12% | 0.00% | 22:30 | 14:34 | 17:53 | 21:54 | 24:47 | 36:21 | 06:54 | 05:06 | |
Tranquil Boots | 11 | 42.31% | 48.7 | 45.45% | -14.55% | -12.12% | -45.45% | -9.22% | 08:42 | 03:36 | 04:05 | 07:14 | 07:42 | 30:24 | 03:37 | 02:40 | |
Force Staff | 5 | 19.23% | 46.2 | 60.00% | +7.62% | -60.00% | -60.00% | 0.00% | 24:44 | 13:44 | 13:44 | 27:08 | 28:33 | 37:13 | 14:49 | 10:58 | |
Fluffy Hat | 5 | 19.23% | 43.6 | 60.00% | +7.62% | -60.00% | -60.00% | 0.00% | 23:30 | 13:09 | 13:09 | 23:23 | 27:08 | 37:13 | 13:59 | 10:21 | |
Ring of Basilius | 3 | 11.54% | 41.0 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 15:41 | 13:38 | 13:38 | 15:28 | 17:57 | 17:57 | 04:19 | 03:11 | |
Ethereal Blade | 3 | 11.54% | 38.5 | 66.67% | +14.50% | -66.67% | 0.00% | 0.00% | 38:29 | 33:05 | 33:05 | 35:57 | 46:24 | 46:24 | 13:19 | 09:51 | |
Crown | 3 | 11.54% | 35.9 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 16:39 | 14:40 | 14:40 | 17:18 | 17:58 | 17:58 | 03:18 | 02:26 | |
Veil of Discord | 3 | 11.54% | 33.3 | 66.67% | +14.50% | +33.33% | 0.00% | 0.00% | 18:42 | 18:27 | 18:27 | 18:36 | 19:03 | 19:03 | 00:36 | 00:26 | |
Urn of Shadows | 1 | 3.85% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 3.85% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 | |
Octarine Core | 1 | 3.85% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:50 | 1:04:50 | 1:04:50 | 1:04:50 | 1:04:50 | 1:04:50 | 00:00 | 00:00 | |
Spirit Vessel | 1 | 3.85% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 16:43 | 00:00 | 00:00 | |
Arcane Blink | 1 | 3.85% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:46 | 1:10:46 | 1:10:46 | 1:10:46 | 1:10:46 | 1:10:46 | 00:00 | 00:00 | |
Kaya and Sange | 2 | 7.69% | 17.9 | 50.00% | -4.17% | +50.00% | 0.00% | 0.00% | 28:16 | 24:50 | 24:50 | 31:41 | 31:41 | 31:41 | 06:51 | 05:04 | |
Shiva's Guard | 2 | 7.69% | 15.4 | 50.00% | -4.17% | +50.00% | 0.00% | 0.00% | 45:46 | 42:33 | 42:33 | 48:59 | 48:59 | 48:59 | 06:26 | 04:45 | |
Sange | 2 | 7.69% | 12.8 | 50.00% | -4.17% | +50.00% | 0.00% | 0.00% | 26:26 | 21:24 | 21:24 | 31:27 | 31:27 | 31:27 | 10:03 | 07:26 | |
Lotus Orb | 2 | 7.69% | 10.3 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 31:02 | 29:58 | 29:58 | 32:06 | 32:06 | 32:06 | 02:08 | 01:34 | |
Linken's Sphere | 3 | 11.54% | 7.7 | 33.33% | -23.19% | -33.33% | 0.00% | 0.00% | 31:03 | 26:49 | 26:49 | 29:56 | 36:23 | 36:23 | 09:34 | 07:05 | |
Bottle | 6 | 23.08% | 5.1 | 16.67% | -48.33% | -16.67% | +83.33% | 100.00% | 01:56 | 01:14 | 01:20 | 02:01 | 02:14 | 02:41 | 00:54 | 00:40 | |
Drum of Endurance | 1 | 3.85% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |