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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 | |
Bottle | 8 | 28.57% | 100.0 | 87.50% | +42.50% | -37.50% | +12.50% | 50.00% | 02:06 | 01:31 | 01:34 | 01:39 | 01:47 | 04:34 | 00:13 | 00:09 | |
Shiva's Guard | 4 | 14.29% | 97.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:22 | 33:13 | 33:13 | 36:21 | 36:27 | 47:27 | 03:14 | 02:23 | |
Magic Stick | 22 | 78.57% | 95.1 | 63.64% | +30.31% | +3.03% | +16.36% | 4.42% | 03:36 | -01:29 | 01:04 | 02:57 | 04:05 | 12:21 | 03:01 | 02:14 | |
Ghost Scepter | 13 | 46.43% | 92.7 | 69.23% | +22.56% | -2.56% | +30.77% | 5.71% | 22:59 | 16:36 | 19:32 | 23:14 | 25:22 | 30:30 | 05:50 | 04:19 | |
Ethereal Blade | 13 | 46.43% | 90.2 | 69.23% | +22.56% | +30.77% | +30.77% | 0.00% | 27:24 | 22:35 | 23:50 | 26:24 | 30:01 | 36:19 | 06:11 | 04:34 | |
Void Stone | 13 | 46.43% | 87.8 | 69.23% | +22.56% | -2.56% | -2.56% | 0.00% | 24:34 | 11:24 | 18:18 | 19:03 | 24:08 | 52:06 | 05:50 | 04:19 | |
Kaya | 15 | 53.57% | 85.4 | 66.67% | +20.52% | +8.33% | +8.33% | 0.00% | 25:43 | 19:10 | 21:04 | 25:09 | 27:37 | 36:19 | 06:33 | 04:51 | |
Boots of Speed | 28 | 100.00% | 82.9 | 57.14% | +57.14% | +28.57% | -14.28% | -15.30% | 05:08 | 01:50 | 03:26 | 05:01 | 06:14 | 09:09 | 02:48 | 02:04 | |
Blink Dagger | 28 | 100.00% | 80.5 | 57.14% | +57.14% | +14.29% | -14.28% | -15.58% | 10:50 | 08:08 | 09:39 | 10:34 | 11:29 | 14:10 | 01:50 | 01:21 | |
Aghanim's Shard | 24 | 85.71% | 78.0 | 58.33% | +8.33% | -8.33% | +8.34% | 3.19% | 18:15 | 15:00 | 15:17 | 15:56 | 20:31 | 27:06 | 05:14 | 03:52 | |
Eul's Scepter of Divinity | 10 | 35.71% | 75.6 | 70.00% | +20.00% | -3.33% | -20.00% | -16.13% | 19:02 | 14:15 | 18:18 | 18:32 | 19:20 | 24:15 | 01:02 | 00:45 | |
Black King Bar | 16 | 57.14% | 73.2 | 62.50% | +12.50% | -12.50% | +12.50% | 3.21% | 31:43 | 21:16 | 26:10 | 30:13 | 33:58 | 50:06 | 07:48 | 05:46 | |
Magic Wand | 14 | 50.00% | 70.7 | 64.29% | +14.29% | +10.71% | -30.96% | -4.82% | 06:46 | -01:29 | 03:11 | 05:12 | 11:50 | 15:55 | 08:39 | 06:24 | |
Wind Lace | 12 | 42.86% | 68.3 | 66.67% | +16.67% | 0.00% | +33.33% | 2.47% | 10:57 | -01:29 | 02:21 | 12:01 | 15:52 | 18:45 | 13:31 | 10:00 | |
Quelling Blade | 25 | 89.29% | 65.9 | 56.00% | -10.67% | +10.67% | -22.67% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 01:38 | 00:00 | 00:00 | |
Sange | 3 | 10.71% | 63.4 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 33:09 | 25:04 | 25:04 | 28:13 | 46:09 | 46:09 | 21:05 | 15:37 | |
Octarine Core | 2 | 7.14% | 61.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 37:37 | 34:28 | 34:28 | 40:46 | 40:46 | 40:46 | 06:18 | 04:40 | |
Aether Lens | 2 | 7.14% | 58.5 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 33:49 | 30:00 | 30:00 | 37:38 | 37:38 | 37:38 | 07:38 | 05:39 | |
Bracer | 14 | 50.00% | 56.1 | 42.86% | -28.57% | -17.86% | +57.14% | 56.96% | 03:38 | 01:46 | 02:09 | 02:19 | 03:28 | 16:22 | 01:19 | 00:58 | |
Ring of Protection | 14 | 50.00% | 53.7 | 42.86% | -28.57% | +7.14% | -9.53% | -4.72% | 02:53 | -01:29 | -01:29 | 03:27 | 05:01 | 08:31 | 06:30 | 04:48 | |
Ring of Health | 8 | 28.57% | 51.2 | 50.00% | -10.00% | 0.00% | 0.00% | 0.00% | 19:39 | 03:24 | 03:25 | 05:09 | 27:19 | 46:50 | 23:54 | 17:42 | |
Soul Ring | 13 | 46.43% | 48.8 | 38.46% | -34.87% | -5.13% | +28.21% | 14.09% | 06:24 | 03:55 | 04:22 | 05:31 | 06:44 | 12:36 | 02:22 | 01:45 | |
Aeon Disk | 3 | 10.71% | 46.3 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 35:35 | 28:48 | 28:48 | 38:19 | 39:38 | 39:38 | 10:50 | 08:01 | |
Kaya and Sange | 1 | 3.57% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 | |
Lotus Orb | 1 | 3.57% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 3.57% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 52:54 | 00:00 | 00:00 | |
Wind Waker | 1 | 3.57% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 54:40 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 3.57% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 | |
Arcane Boots | 1 | 3.57% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 3.57% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 07:14 | 00:00 | 00:00 | |
Refresher Orb | 1 | 3.57% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 3.57% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 38:50 | 00:00 | 00:00 | |
Vanguard | 3 | 10.71% | 22.0 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 12:20 | 06:50 | 06:50 | 07:03 | 23:07 | 23:07 | 16:17 | 12:03 | |
Tranquil Boots | 2 | 7.14% | 19.5 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 06:54 | 05:27 | 05:27 | 08:20 | 08:20 | 08:20 | 02:53 | 02:08 | |
Veil of Discord | 1 | 3.57% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 | |
Crimson Guard | 1 | 3.57% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 3.57% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 | |
Linken's Sphere | 1 | 3.57% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:16 | 44:16 | 44:16 | 44:16 | 44:16 | 44:16 | 00:00 | 00:00 | |
Crown | 1 | 3.57% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 3.57% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 22:43 | 00:00 | 00:00 | |
Null Talisman | 2 | 7.14% | 2.4 | 0.00% | -61.54% | 0.00% | 0.00% | 0.00% | 09:30 | 02:24 | 02:24 | 16:36 | 16:36 | 16:36 | 14:12 | 10:31 |