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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 | 12 | 34.29% | 100.0 | 91.67% | +52.54% | +8.33% | +8.33% | 0.00% | 26:20 | 16:14 | 20:31 | 25:14 | 28:12 | 39:29 | 07:41 | 05:41 | |
Void Stone | 13 | 37.14% | 97.6 | 84.62% | +43.71% | +15.38% | +15.38% | 0.00% | 31:33 | 10:54 | 24:01 | 32:23 | 36:34 | 47:15 | 12:33 | 09:17 | |
Refresher Orb | 10 | 28.57% | 95.2 | 80.00% | +32.00% | +20.00% | +20.00% | 0.00% | 35:15 | 27:59 | 31:26 | 33:51 | 37:22 | 47:22 | 05:56 | 04:23 | |
Phase Boots | 23 | 65.71% | 92.9 | 65.22% | +23.55% | +18.11% | +18.11% | 0.00% | 09:03 | 04:16 | 08:00 | 08:53 | 10:24 | 14:02 | 02:24 | 01:46 | |
Chainmail | 23 | 65.71% | 90.5 | 65.22% | +23.55% | +18.11% | +34.78% | 3.92% | 07:34 | 02:13 | 05:13 | 08:05 | 09:28 | 12:19 | 04:15 | 03:08 | |
Ring of Protection | 25 | 71.43% | 88.1 | 64.00% | +24.00% | -14.00% | -14.00% | 0.00% | 03:18 | -01:29 | -01:29 | 03:16 | 06:58 | 11:24 | 08:27 | 06:15 | |
Ring of Health | 22 | 62.86% | 85.7 | 63.64% | +17.49% | +3.03% | +16.36% | 1.94% | 09:07 | 02:45 | 03:19 | 04:27 | 10:11 | 36:33 | 06:52 | 05:05 | |
Soul Ring | 24 | 68.57% | 83.3 | 62.50% | +17.05% | -12.50% | -12.50% | 0.00% | 06:33 | 01:50 | 04:59 | 06:30 | 08:17 | 13:24 | 03:18 | 02:26 | |
Magic Wand | 24 | 68.57% | 81.0 | 62.50% | +17.05% | -29.17% | +37.50% | 16.81% | 10:14 | 04:42 | 07:37 | 11:00 | 11:35 | 21:56 | 03:58 | 02:56 | |
Boots of Speed | 35 | 100.00% | 78.6 | 57.14% | +57.14% | -1.58% | -1.58% | 0.00% | 05:56 | 01:28 | 03:14 | 05:55 | 08:07 | 10:51 | 04:53 | 03:37 | |
Blink Dagger | 33 | 94.29% | 76.2 | 57.58% | +7.58% | -7.58% | -7.58% | 0.00% | 19:26 | 14:13 | 16:23 | 17:54 | 21:03 | 35:14 | 04:40 | 03:27 | |
Magic Stick | 31 | 88.57% | 73.8 | 58.06% | +8.06% | -20.56% | -8.06% | 2.19% | 04:10 | -01:29 | -01:29 | 03:49 | 07:11 | 11:22 | 08:40 | 06:25 | |
Quelling Blade | 26 | 74.29% | 71.4 | 57.69% | +2.13% | -14.83% | +8.98% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 00:59 | 00:00 | 00:00 | |
Hood of Defiance | 19 | 54.29% | 69.0 | 57.89% | +1.64% | -17.89% | +22.11% | 9.84% | 10:14 | 06:31 | 07:39 | 10:14 | 11:43 | 18:36 | 04:04 | 03:00 | |
Arcane Blink | 3 | 8.57% | 66.7 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 45:36 | 43:27 | 43:27 | 46:26 | 46:55 | 46:55 | 03:28 | 02:34 | |
Blight Stone | 3 | 8.57% | 64.3 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 19:34 | 15:53 | 15:53 | 20:03 | 22:46 | 22:46 | 06:53 | 05:05 | |
Wind Lace | 12 | 34.29% | 61.9 | 50.00% | -10.87% | +16.67% | -16.67% | -5.87% | 10:26 | 05:03 | 06:16 | 09:02 | 11:57 | 24:43 | 05:41 | 04:12 | |
Orb of Corrosion | 2 | 5.71% | 59.5 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 19:40 | 15:53 | 15:53 | 23:26 | 23:26 | 23:26 | 07:33 | 05:35 | |
Orb of Venom | 2 | 5.71% | 57.1 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 07:12 | -01:29 | -01:29 | 15:53 | 15:53 | 15:53 | 17:22 | 12:51 | |
Fluffy Hat | 9 | 25.71% | 54.8 | 44.44% | -17.10% | +5.56% | -44.44% | -5.17% | 20:19 | -01:29 | 13:34 | 21:23 | 23:14 | 34:10 | 09:40 | 07:09 | |
Sange | 6 | 17.14% | 52.4 | 50.00% | -8.62% | 0.00% | -50.00% | -6.96% | 23:59 | 15:29 | 22:28 | 22:38 | 29:39 | 31:00 | 07:11 | 05:19 | |
Force Staff | 6 | 17.14% | 50.0 | 50.00% | -8.62% | 0.00% | -50.00% | -5.54% | 26:31 | 20:55 | 22:21 | 23:14 | 31:23 | 34:10 | 09:02 | 06:41 | |
Heaven's Halberd | 6 | 17.14% | 47.6 | 50.00% | -8.62% | 0.00% | -50.00% | -7.52% | 27:53 | 19:20 | 24:07 | 28:11 | 30:46 | 35:56 | 06:39 | 04:55 | |
Morbid Mask | 3 | 8.57% | 45.2 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 08:48 | 04:08 | 04:08 | 08:19 | 13:58 | 13:58 | 09:50 | 07:17 | |
Tranquil Boots | 4 | 11.43% | 42.9 | 50.00% | -8.06% | +50.00% | -50.00% | 0.00% | 14:01 | 07:07 | 07:07 | 11:00 | 13:12 | 24:43 | 06:05 | 04:30 | |
Ghost Scepter | 4 | 11.43% | 40.5 | 50.00% | -8.06% | -50.00% | +50.00% | 0.00% | 29:38 | 21:46 | 21:46 | 22:10 | 34:33 | 40:02 | 12:47 | 09:28 | |
Lotus Orb | 1 | 2.86% | 38.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 40:10 | 00:00 | 00:00 | |
Aeon Disk | 1 | 2.86% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 2.86% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 2.86% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 | |
Desolator | 1 | 2.86% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 00:00 | 00:00 | |
Satanic | 1 | 2.86% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 | |
Shiva's Guard | 1 | 2.86% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 2.86% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 | |
Bracer | 2 | 5.71% | 19.0 | 50.00% | -7.58% | -50.00% | 0.00% | 0.00% | 02:28 | 01:54 | 01:54 | 03:02 | 03:02 | 03:02 | 01:08 | 00:50 | |
Black King Bar | 3 | 8.57% | 16.7 | 33.33% | -26.05% | -33.33% | 0.00% | 0.00% | 26:55 | 23:54 | 23:54 | 26:34 | 30:16 | 30:16 | 06:22 | 04:42 | |
Arcane Boots | 4 | 11.43% | 14.3 | 25.00% | -36.29% | -25.00% | -25.00% | 0.00% | 19:00 | 08:21 | 08:21 | 09:52 | 23:51 | 33:56 | 15:30 | 11:28 | |
Helm of Iron Will | 1 | 2.86% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 03:03 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 2.86% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 | |
Buckler | 1 | 2.86% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 2.86% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 | |
Bottle | 1 | 2.86% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 02:33 | 00:00 | 00:00 |