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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 | |
Heaven's Halberd | 4 | 17.39% | 100.0 | 75.00% | +53.95% | +25.00% | +25.00% | 0.00% | 26:40 | 25:02 | 25:02 | 25:38 | 27:38 | 28:23 | 02:36 | 01:55 | |
Magic Stick | 13 | 56.52% | 97.4 | 46.15% | +36.15% | +20.52% | -46.15% | -7.74% | 06:37 | -01:29 | -01:19 | 08:15 | 09:56 | 14:58 | 11:15 | 08:20 | |
Soul Ring | 8 | 34.78% | 94.7 | 50.00% | +30.00% | 0.00% | 0.00% | 0.00% | 12:29 | 09:20 | 09:46 | 10:44 | 12:16 | 24:03 | 02:30 | 01:51 | |
Sange | 5 | 21.74% | 92.1 | 60.00% | +37.78% | -60.00% | -60.00% | 0.00% | 26:47 | 22:42 | 22:42 | 25:18 | 26:56 | 35:38 | 04:14 | 03:08 | |
Guardian Greaves | 12 | 52.17% | 89.5 | 41.67% | +23.49% | +25.00% | -8.34% | -3.91% | 24:46 | 15:44 | 19:29 | 22:20 | 28:00 | 37:52 | 08:31 | 06:18 | |
Mekansm | 12 | 52.17% | 86.8 | 41.67% | +23.49% | +25.00% | -41.67% | -7.86% | 19:50 | 12:25 | 14:42 | 17:50 | 23:11 | 36:51 | 08:29 | 06:17 | |
Magic Wand | 21 | 91.30% | 84.2 | 33.33% | +33.33% | +6.67% | +6.67% | 0.00% | 05:21 | -01:29 | -01:29 | 07:27 | 10:23 | 16:06 | 11:52 | 08:47 | |
Vanguard | 22 | 95.65% | 81.6 | 31.82% | +31.82% | -15.15% | -11.82% | 1.67% | 07:10 | 04:36 | 06:06 | 06:51 | 08:06 | 09:54 | 02:00 | 01:28 | |
Arcane Boots | 22 | 95.65% | 78.9 | 31.82% | +31.82% | +18.18% | -11.82% | -11.46% | 08:30 | 03:27 | 07:19 | 08:58 | 09:56 | 14:11 | 02:37 | 01:56 | |
Ring of Health | 22 | 95.65% | 76.3 | 31.82% | +31.82% | +18.18% | -11.82% | -20.69% | 03:44 | 01:59 | 02:33 | 03:08 | 04:00 | 07:55 | 01:27 | 01:04 | |
Quelling Blade | 13 | 56.52% | 73.7 | 38.46% | +18.46% | +28.21% | +28.21% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Buckler | 13 | 56.52% | 71.1 | 38.46% | +18.46% | +28.21% | -38.46% | -5.69% | 25:13 | 13:15 | 16:25 | 22:59 | 28:08 | 46:57 | 11:43 | 08:40 | |
Chainmail | 13 | 56.52% | 68.4 | 38.46% | +18.46% | -5.13% | -5.13% | 0.00% | 17:40 | 06:45 | 10:35 | 17:31 | 20:06 | 36:51 | 09:31 | 07:02 | |
Boots of Speed | 23 | 100.00% | 65.8 | 30.43% | +30.43% | +2.90% | -13.76% | -4.38% | 05:46 | 01:44 | 03:40 | 06:17 | 07:28 | 08:42 | 03:48 | 02:48 | |
Aghanim's Shard | 3 | 13.04% | 63.2 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 34:18 | 23:48 | 23:48 | 30:58 | 48:07 | 48:07 | 24:19 | 18:00 | |
Headdress | 16 | 69.57% | 60.5 | 31.25% | +2.68% | +18.75% | -6.25% | -4.56% | 15:03 | 09:32 | 11:56 | 14:28 | 17:25 | 27:09 | 05:29 | 04:03 | |
Ring of Protection | 16 | 69.57% | 57.9 | 31.25% | +2.68% | +18.75% | -31.25% | -3.58% | 19:40 | 08:30 | 10:15 | 13:02 | 24:14 | 46:28 | 13:59 | 10:21 | |
Pipe of Insight | 12 | 52.17% | 55.3 | 33.33% | +6.06% | 0.00% | -33.33% | -6.13% | 21:06 | 14:44 | 16:50 | 20:24 | 22:16 | 38:50 | 05:26 | 04:01 | |
Helm of Iron Will | 18 | 78.26% | 52.6 | 27.78% | -12.22% | -7.78% | -2.78% | 0.68% | 16:08 | 10:59 | 11:30 | 13:59 | 18:48 | 25:57 | 07:18 | 05:24 | |
Crimson Guard | 17 | 73.91% | 50.0 | 23.53% | -26.47% | +1.47% | +1.47% | 0.00% | 17:58 | 12:54 | 13:48 | 16:22 | 19:13 | 27:04 | 05:25 | 04:00 | |
Linken's Sphere | 1 | 4.35% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 | |
Cornucopia | 1 | 4.35% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 39:19 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 4.35% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 42:36 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 4.35% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 | |
Rod of Atos | 6 | 26.09% | 36.8 | 33.33% | +3.92% | -33.33% | -33.33% | 0.00% | 18:49 | 13:12 | 13:13 | 14:40 | 24:20 | 29:19 | 11:07 | 08:14 | |
Crown | 6 | 26.09% | 34.2 | 33.33% | +3.92% | +16.67% | -33.33% | 0.00% | 15:33 | 08:44 | 09:40 | 11:10 | 24:15 | 24:42 | 14:35 | 10:48 | |
Void Stone | 10 | 43.48% | 31.6 | 20.00% | -18.46% | -20.00% | +30.00% | 9.32% | 33:26 | 12:54 | 31:06 | 34:44 | 36:28 | 50:51 | 05:22 | 03:58 | |
Shiva's Guard | 3 | 13.04% | 28.9 | 33.33% | +3.33% | -33.33% | 0.00% | 0.00% | 38:26 | 31:09 | 31:09 | 34:01 | 50:09 | 50:09 | 19:00 | 14:04 | |
Scythe of Vyse | 3 | 13.04% | 26.3 | 33.33% | +3.33% | +66.67% | 0.00% | 0.00% | 35:27 | 34:46 | 34:46 | 34:46 | 36:48 | 36:48 | 02:02 | 01:30 | |
Lotus Orb | 6 | 26.09% | 23.7 | 16.67% | -18.62% | -16.67% | +83.33% | 0.00% | 36:43 | 29:50 | 32:24 | 34:50 | 36:56 | 50:55 | 04:32 | 03:21 | |
Wind Lace | 6 | 26.09% | 21.1 | 16.67% | -18.62% | -16.67% | +83.33% | 0.00% | 13:26 | -01:29 | -01:29 | 10:34 | 28:09 | 30:18 | 29:38 | 21:57 | |
Black King Bar | 1 | 4.35% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 00:00 | 00:00 | |
Force Staff | 1 | 4.35% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 34:29 | 00:00 | 00:00 | |
Eul's Scepter of Divinity | 1 | 4.35% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 14:43 | 00:00 | 00:00 | |
Phase Boots | 1 | 4.35% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 00:00 | 00:00 | |
Boots of Travel | 1 | 4.35% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 52:57 | 00:00 | 00:00 | |
Fluffy Hat | 2 | 8.70% | 5.3 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 25:52 | 19:58 | 19:58 | 31:45 | 31:45 | 31:45 | 11:47 | 08:43 | |
Assault Cuirass | 1 | 4.35% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 00:00 | 00:00 |