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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 Scepter | 5 | 15.15% | 100.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 30:21 | 23:31 | 23:31 | 26:10 | 37:48 | 40:05 | 14:17 | 10:34 | |
Heaven's Halberd | 4 | 12.12% | 97.1 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 25:05 | 20:59 | 20:59 | 21:21 | 25:45 | 32:16 | 04:46 | 03:31 | |
Magic Wand | 30 | 90.91% | 94.3 | 56.67% | +56.67% | -6.67% | +0.47% | 2.06% | 06:06 | 01:55 | 03:35 | 05:49 | 07:03 | 14:35 | 03:28 | 02:34 | |
Magic Stick | 32 | 96.97% | 91.4 | 53.13% | +53.13% | -15.63% | +9.37% | 7.77% | 02:27 | -01:29 | -01:29 | 01:29 | 04:42 | 14:35 | 06:11 | 04:34 | |
Ring of Health | 23 | 69.70% | 88.6 | 56.52% | +16.52% | +10.15% | -23.19% | -3.31% | 28:07 | 13:33 | 22:02 | 26:45 | 32:07 | 48:17 | 10:05 | 07:28 | |
Boots of Speed | 33 | 100.00% | 85.7 | 51.52% | +51.52% | +23.48% | -1.52% | -14.15% | 03:45 | 01:49 | 02:49 | 03:32 | 04:35 | 07:00 | 01:46 | 01:18 | |
Black King Bar | 33 | 100.00% | 82.9 | 51.52% | +51.52% | +10.98% | -14.02% | -7.25% | 18:02 | 13:42 | 15:51 | 17:41 | 19:18 | 27:37 | 03:27 | 02:33 | |
Power Treads | 33 | 100.00% | 80.0 | 51.52% | +51.52% | -14.02% | -1.52% | 4.69% | 08:21 | 05:31 | 06:27 | 07:45 | 09:07 | 17:16 | 02:40 | 01:58 | |
Void Stone | 26 | 78.79% | 77.1 | 53.85% | +10.99% | +3.29% | -3.85% | -0.49% | 23:49 | 07:24 | 15:51 | 23:02 | 30:18 | 47:27 | 14:27 | 10:42 | |
Quelling Blade | 13 | 39.39% | 74.3 | 61.54% | +16.54% | -28.21% | +5.13% | 33.34% | -01:21 | -01:29 | -01:29 | -01:29 | -01:28 | 00:01 | 00:01 | 00:00 | |
Shiva's Guard | 9 | 27.27% | 71.4 | 66.67% | +20.84% | -16.67% | +33.33% | 6.52% | 32:30 | 25:42 | 26:09 | 29:52 | 33:49 | 47:11 | 07:40 | 05:40 | |
Blink Dagger | 5 | 15.15% | 68.6 | 80.00% | +33.57% | +20.00% | +20.00% | 0.00% | 35:07 | 29:37 | 29:37 | 36:50 | 37:38 | 38:05 | 08:01 | 05:56 | |
Refresher Orb | 19 | 57.58% | 65.7 | 52.63% | +2.63% | +7.37% | -32.63% | -5.93% | 33:00 | 18:28 | 28:36 | 31:16 | 35:21 | 48:24 | 06:45 | 05:00 | |
Sange | 10 | 30.30% | 62.9 | 60.00% | +12.17% | +40.00% | -10.00% | -16.48% | 22:35 | 18:28 | 20:57 | 21:49 | 23:59 | 30:30 | 03:02 | 02:14 | |
Wind Lace | 15 | 45.45% | 60.0 | 53.33% | +3.33% | -3.33% | -3.33% | 0.00% | 06:57 | 02:04 | 03:52 | 06:59 | 07:34 | 19:16 | 03:42 | 02:44 | |
Falcon Blade | 18 | 54.55% | 57.1 | 50.00% | -3.33% | +30.00% | 0.00% | -9.38% | 08:00 | 04:54 | 06:15 | 08:07 | 09:27 | 11:07 | 03:12 | 02:22 | |
Fluffy Hat | 18 | 54.55% | 54.3 | 50.00% | -3.33% | +10.00% | +25.00% | 3.00% | 06:35 | 01:59 | 03:55 | 07:07 | 08:55 | 10:35 | 05:00 | 03:42 | |
Bottle | 13 | 39.39% | 51.4 | 53.85% | +3.85% | +12.82% | +46.15% | 33.33% | 01:24 | 01:04 | 01:15 | 01:22 | 01:31 | 01:44 | 00:16 | 00:11 | |
Ring of Protection | 7 | 21.21% | 48.6 | 57.14% | +7.14% | -57.14% | -7.14% | 0.00% | 32:03 | 23:11 | 23:41 | 29:54 | 34:20 | 49:38 | 10:39 | 07:53 | |
Buckler | 7 | 21.21% | 48.6 | 57.14% | +7.14% | -57.14% | -7.14% | 0.00% | 32:03 | 23:11 | 23:41 | 29:54 | 34:20 | 49:38 | 10:39 | 07:53 | |
Wraith Band | 9 | 27.27% | 42.9 | 44.44% | -9.73% | +5.56% | +5.56% | 0.00% | 02:33 | -01:29 | 01:26 | 02:11 | 03:28 | 06:42 | 02:02 | 01:30 | |
Assault Cuirass | 6 | 18.18% | 40.0 | 50.00% | -1.85% | 0.00% | -50.00% | 0.00% | 33:38 | 23:54 | 29:54 | 31:11 | 34:55 | 50:19 | 05:01 | 03:42 | |
Morbid Mask | 10 | 30.30% | 37.1 | 40.00% | -16.52% | -40.00% | +10.00% | 3.72% | 33:45 | 19:36 | 24:54 | 29:54 | 38:20 | 55:21 | 13:26 | 09:57 | |
Hand of Midas | 1 | 3.03% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 3.03% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 49:17 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 3.03% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 47:53 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.03% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 | |
Sange and Yasha | 6 | 18.18% | 22.9 | 33.33% | -22.23% | +66.67% | -33.33% | 0.00% | 22:53 | 20:57 | 21:14 | 22:32 | 23:59 | 25:03 | 02:45 | 02:02 | |
Yasha | 6 | 18.18% | 20.0 | 33.33% | -22.23% | +66.67% | -33.33% | 0.00% | 19:41 | 18:12 | 19:00 | 19:23 | 20:37 | 21:22 | 01:37 | 01:11 | |
Satanic | 7 | 21.21% | 17.1 | 28.57% | -29.12% | -28.57% | -28.57% | 0.00% | 38:26 | 30:24 | 32:35 | 35:46 | 37:08 | 56:04 | 04:33 | 03:22 | |
Linken's Sphere | 3 | 9.09% | 14.3 | 33.33% | -20.00% | +66.67% | 0.00% | 0.00% | 37:06 | 32:24 | 32:24 | 36:27 | 42:28 | 42:28 | 10:04 | 07:27 | |
Eul's Scepter of Divinity | 4 | 12.12% | 11.4 | 25.00% | -30.17% | -25.00% | -25.00% | 0.00% | 13:10 | 12:48 | 12:48 | 13:01 | 13:03 | 13:49 | 00:15 | 00:11 | |
Blade Mail | 1 | 3.03% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 | |
Chainmail | 1 | 3.03% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 43:05 | 00:00 | 00:00 | |
Mage Slayer | 1 | 3.03% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 15:18 | 00:00 | 00:00 |