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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 | |
Black King Bar | 17 | 85.00% | 100.0 | 52.94% | +52.94% | +22.06% | -2.94% | -4.40% | 20:52 | 15:08 | 15:35 | 17:26 | 21:16 | 39:07 | 05:41 | 04:12 | |
Magic Wand | 18 | 90.00% | 97.1 | 50.00% | +50.00% | -10.00% | 0.00% | 2.61% | 07:50 | -01:29 | 05:36 | 07:25 | 09:26 | 15:43 | 03:50 | 02:50 | |
Wind Lace | 19 | 95.00% | 94.3 | 47.37% | +47.37% | -7.37% | -27.37% | -4.30% | 06:05 | -01:29 | 03:29 | 05:19 | 08:08 | 12:49 | 04:39 | 03:26 | |
Blink Dagger | 11 | 55.00% | 91.4 | 54.55% | +21.22% | +12.12% | -21.22% | -2.42% | 32:41 | 19:58 | 22:39 | 26:40 | 36:26 | 58:21 | 13:47 | 10:12 | |
Boots of Speed | 20 | 100.00% | 88.6 | 45.00% | +45.00% | -5.00% | -5.00% | 0.00% | 04:15 | 02:13 | 02:30 | 03:42 | 04:23 | 10:07 | 01:53 | 01:23 | |
Magic Stick | 18 | 90.00% | 85.7 | 44.44% | -5.56% | -24.44% | +30.56% | 10.86% | 03:20 | -01:29 | -01:29 | 03:27 | 06:33 | 08:07 | 08:02 | 05:57 | |
Chainmail | 15 | 75.00% | 82.9 | 46.67% | +6.67% | +28.33% | -21.67% | -19.74% | 07:25 | 02:10 | 06:11 | 06:54 | 08:43 | 12:07 | 02:32 | 01:52 | |
Phase Boots | 15 | 75.00% | 80.0 | 46.67% | +6.67% | +28.33% | -21.67% | -15.96% | 08:18 | 05:14 | 06:49 | 07:39 | 09:57 | 12:28 | 03:08 | 02:19 | |
Shiva's Guard | 2 | 10.00% | 77.1 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 25:05 | 22:56 | 22:56 | 27:13 | 27:13 | 27:13 | 04:17 | 03:10 | |
Bottle | 7 | 35.00% | 74.3 | 57.14% | +18.68% | -57.14% | -7.14% | 50.00% | 01:33 | 01:10 | 01:18 | 01:33 | 01:35 | 02:09 | 00:17 | 00:12 | |
Quelling Blade | 8 | 40.00% | 71.4 | 50.00% | +8.33% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Sange | 6 | 30.00% | 68.6 | 50.00% | +7.14% | 0.00% | -50.00% | -7.32% | 26:26 | 18:28 | 23:04 | 23:14 | 29:54 | 36:10 | 06:50 | 05:03 | |
Kaya and Sange | 6 | 30.00% | 65.7 | 50.00% | +7.14% | 0.00% | -50.00% | -7.71% | 27:13 | 22:14 | 23:25 | 23:34 | 29:54 | 36:29 | 06:29 | 04:48 | |
Ring of Health | 7 | 35.00% | 62.9 | 42.86% | -3.29% | +7.14% | +7.14% | 0.00% | 24:06 | 03:38 | 04:13 | 29:30 | 31:53 | 35:46 | 27:40 | 20:29 | |
Void Stone | 7 | 35.00% | 60.0 | 42.86% | -3.29% | +7.14% | -42.86% | -10.49% | 34:48 | 28:25 | 29:30 | 33:26 | 34:16 | 50:21 | 04:46 | 03:31 | |
Kaya | 7 | 35.00% | 57.1 | 42.86% | -3.29% | +57.14% | -42.86% | -17.39% | 24:56 | 19:10 | 19:52 | 22:16 | 25:37 | 32:52 | 05:45 | 04:15 | |
Aghanim's Shard | 8 | 40.00% | 54.3 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 30:07 | 22:34 | 24:13 | 29:17 | 32:02 | 42:54 | 07:49 | 05:47 | |
Ring of Protection | 4 | 20.00% | 51.4 | 50.00% | +6.25% | +50.00% | -50.00% | 0.00% | 06:44 | -01:29 | -01:29 | 07:26 | 08:21 | 12:37 | 09:50 | 07:17 | |
Refresher Orb | 4 | 20.00% | 48.6 | 50.00% | +6.25% | +50.00% | -50.00% | 0.00% | 39:52 | 33:57 | 33:57 | 39:26 | 40:53 | 45:13 | 06:56 | 05:08 | |
Overwhelming Blink | 1 | 5.00% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 51:38 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 5.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 5.00% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 | |
Tranquil Boots | 5 | 25.00% | 37.1 | 40.00% | -6.67% | -40.00% | +60.00% | 29.13% | 11:54 | 09:23 | 09:23 | 12:09 | 12:49 | 14:26 | 03:26 | 02:32 | |
Fluffy Hat | 2 | 10.00% | 34.3 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 13:56 | 13:46 | 13:46 | 14:05 | 14:05 | 14:05 | 00:19 | 00:14 | |
Aghanim's Scepter | 2 | 10.00% | 31.4 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 30:37 | 28:33 | 28:33 | 32:41 | 32:41 | 32:41 | 04:08 | 03:03 | |
Soul Ring | 3 | 15.00% | 28.6 | 33.33% | -13.73% | -33.33% | 0.00% | 0.00% | 09:59 | 07:59 | 07:59 | 08:52 | 13:06 | 13:06 | 05:07 | 03:47 | |
Drum of Endurance | 1 | 5.00% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 53:24 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 5.00% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 | |
Linken's Sphere | 2 | 10.00% | 20.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 32:13 | 32:04 | 32:04 | 32:21 | 32:21 | 32:21 | 00:17 | 00:12 | |
Force Staff | 1 | 5.00% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 5.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 00:00 | 00:00 | |
Null Talisman | 1 | 5.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 | |
Bracer | 3 | 15.00% | 8.6 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 00:37 | -01:29 | -01:29 | 01:31 | 01:48 | 01:48 | 03:17 | 02:25 | |
Ghost Scepter | 1 | 5.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 48:38 | 00:00 | 00:00 | |
Wind Waker | 1 | 5.00% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 53:40 | 00:00 | 00:00 |