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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 | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aghanim's Scepter | 59 | 46.09% | 100.0 | 67.80% | +21.42% | +5.53% | -14.47% | -2.97% | 24:11 | 15:47 | 19:30 | 22:50 | 26:14 | 49:19 | 06:44 | 04:59 | |
Blink Dagger | 93 | 72.66% | 97.8 | 63.44% | +26.30% | +19.17% | -11.27% | -2.82% | 22:01 | 12:18 | 15:57 | 20:28 | 26:45 | 46:34 | 10:48 | 08:00 | |
Linken's Sphere | 12 | 9.38% | 95.7 | 83.33% | +29.88% | +16.67% | +16.67% | 0.00% | 36:34 | 23:51 | 27:56 | 37:50 | 43:14 | 48:28 | 15:18 | 11:20 | |
Aether Lens | 47 | 36.72% | 93.5 | 63.83% | +11.98% | +11.17% | -13.83% | -1.86% | 25:27 | 11:23 | 16:12 | 25:28 | 29:37 | 56:26 | 13:25 | 09:56 | |
Magic Wand | 77 | 60.16% | 91.3 | 59.74% | +8.76% | -1.85% | -1.85% | 0.00% | 09:52 | -01:28 | 08:21 | 09:52 | 11:24 | 17:55 | 03:03 | 02:15 | |
Void Stone | 121 | 94.53% | 89.1 | 57.02% | +14.16% | +22.98% | -3.69% | -16.00% | 08:17 | 03:36 | 05:59 | 06:45 | 07:39 | 38:10 | 01:40 | 01:14 | |
Magic Stick | 91 | 71.09% | 87.0 | 58.24% | +6.89% | -6.07% | -14.76% | -1.22% | 06:13 | -01:30 | 02:23 | 07:29 | 09:32 | 17:26 | 07:09 | 05:17 | |
Boots of Speed | 128 | 100.00% | 84.8 | 56.25% | +56.25% | +12.50% | -21.87% | -18.41% | 07:27 | 00:31 | 06:42 | 07:43 | 08:34 | 11:48 | 01:52 | 01:22 | |
Quelling Blade | 11 | 8.59% | 82.6 | 81.82% | +27.97% | +18.18% | -15.15% | 0.00% | -00:36 | -01:29 | -01:29 | -01:29 | -01:29 | 08:11 | 00:00 | 00:00 | |
Ring of Health | 113 | 88.28% | 80.4 | 55.75% | -4.25% | -2.18% | -5.75% | -2.86% | 03:03 | 00:58 | 02:17 | 03:04 | 03:32 | 08:52 | 01:15 | 00:55 | |
Wind Lace | 78 | 60.94% | 78.3 | 57.69% | +3.69% | +22.31% | -26.11% | -17.19% | 09:27 | -01:29 | 07:44 | 09:01 | 10:33 | 45:28 | 02:49 | 02:05 | |
Hand of Midas | 27 | 21.09% | 76.1 | 66.67% | +13.20% | +19.04% | -23.81% | -16.59% | 12:35 | 07:02 | 11:15 | 13:00 | 13:50 | 19:35 | 02:35 | 01:54 | |
Crown | 112 | 87.50% | 73.9 | 55.36% | -7.14% | +8.93% | -16.07% | -10.20% | 01:08 | -01:30 | -01:29 | -01:28 | 03:56 | 11:28 | 05:25 | 04:00 | |
Meteor Hammer | 112 | 87.50% | 71.7 | 55.36% | -7.14% | +23.21% | -12.50% | -26.78% | 07:09 | 04:42 | 06:17 | 06:56 | 07:37 | 12:24 | 01:20 | 00:59 | |
Arcane Boots | 24 | 18.75% | 69.6 | 66.67% | +12.82% | 0.00% | +16.66% | 1.34% | 17:39 | 10:13 | 11:05 | 13:43 | 23:30 | 35:38 | 12:25 | 09:11 | |
Power Treads | 80 | 62.50% | 67.4 | 55.00% | -3.33% | +15.00% | 0.00% | -3.42% | 13:23 | 04:12 | 10:11 | 11:34 | 14:34 | 52:20 | 04:23 | 03:14 | |
Scythe of Vyse | 21 | 16.41% | 65.2 | 66.67% | +12.46% | +13.33% | -6.67% | -2.21% | 34:43 | 23:37 | 29:49 | 34:56 | 38:53 | 45:57 | 09:04 | 06:42 | |
Black King Bar | 51 | 39.84% | 63.0 | 54.90% | -2.24% | +14.33% | -1.05% | -2.27% | 26:07 | 16:35 | 22:08 | 25:42 | 28:55 | 38:27 | 06:47 | 05:01 | |
Hurricane Pike | 13 | 10.16% | 60.9 | 69.23% | +14.45% | +30.77% | -35.90% | -6.51% | 25:19 | 18:26 | 18:46 | 24:32 | 29:00 | 39:53 | 10:14 | 07:34 | |
Null Talisman | 13 | 10.16% | 58.7 | 69.23% | +14.45% | -2.56% | +30.77% | 4.47% | 05:36 | 01:29 | 02:11 | 03:31 | 09:38 | 14:38 | 07:27 | 05:31 | |
Octarine Core | 4 | 3.13% | 56.5 | 100.00% | +45.16% | 0.00% | 0.00% | 0.00% | 50:37 | 33:31 | 33:31 | 47:02 | 59:27 | 1:02:29 | 25:56 | 19:12 | |
Fluffy Hat | 31 | 24.22% | 54.3 | 54.84% | -1.86% | +20.16% | -17.34% | -4.36% | 19:42 | 07:50 | 12:51 | 17:32 | 21:27 | 54:50 | 08:36 | 06:22 | |
Force Staff | 31 | 24.22% | 52.2 | 54.84% | -1.86% | +7.66% | -29.84% | -4.76% | 21:28 | 12:14 | 15:56 | 18:36 | 23:49 | 54:50 | 07:53 | 05:50 | |
Shiva's Guard | 10 | 7.81% | 50.0 | 70.00% | +14.92% | +30.00% | +30.00% | 0.00% | 35:10 | 21:52 | 31:34 | 32:52 | 40:38 | 43:29 | 09:04 | 06:42 | |
Aeon Disk | 3 | 2.34% | 47.8 | 100.00% | +44.80% | 0.00% | 0.00% | 0.00% | 34:15 | 28:04 | 28:04 | 34:36 | 40:06 | 40:06 | 12:02 | 08:54 | |
Dragon Lance | 17 | 13.28% | 45.7 | 52.94% | -3.82% | -2.94% | -2.94% | 0.00% | 21:38 | 10:37 | 16:10 | 20:46 | 26:23 | 39:48 | 10:13 | 07:34 | |
Aghanim's Shard | 22 | 17.19% | 43.5 | 45.45% | -13.04% | +21.22% | -5.45% | -2.59% | 30:57 | 21:16 | 25:23 | 28:56 | 35:41 | 47:02 | 10:18 | 07:37 | |
Refresher Orb | 6 | 4.69% | 41.3 | 66.67% | +10.93% | +33.33% | +33.33% | 0.00% | 46:21 | 36:59 | 37:07 | 45:29 | 52:40 | 56:10 | 15:33 | 11:31 | |
Chainmail | 6 | 4.69% | 39.1 | 66.67% | +10.93% | +33.33% | +33.33% | 0.00% | 14:17 | 11:26 | 12:09 | 12:16 | 16:28 | 18:06 | 04:19 | 03:11 | |
Witch Blade | 6 | 4.69% | 37.0 | 66.67% | +10.93% | +33.33% | -66.67% | 0.00% | 15:31 | 12:29 | 13:13 | 14:17 | 18:21 | 18:44 | 05:08 | 03:48 | |
Aghanim's Blessing | 3 | 2.34% | 34.8 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 1:02:29 | 54:04 | 54:04 | 1:01:01 | 1:12:23 | 1:12:23 | 18:19 | 13:34 | |
Swift Blink | 1 | 0.78% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 | |
Moon Shard | 1 | 0.78% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 0.78% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 | |
Eye of Skadi | 1 | 0.78% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 30:58 | 00:00 | 00:00 | |
Headdress | 1 | 0.78% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Buckler | 1 | 0.78% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 46:58 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 0.78% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 | |
Bottle | 2 | 1.56% | 17.4 | 50.00% | -6.35% | +50.00% | 0.00% | 0.00% | 32:43 | 30:08 | 30:08 | 35:18 | 35:18 | 35:18 | 05:10 | 03:49 | |
Ring of Protection | 2 | 1.56% | 15.2 | 50.00% | -6.35% | -50.00% | 0.00% | 0.00% | 22:45 | -01:29 | -01:29 | 46:58 | 46:58 | 46:58 | 48:27 | 35:53 | |
Tranquil Boots | 5 | 3.91% | 13.0 | 20.00% | -37.72% | -20.00% | +80.00% | 0.00% | 17:41 | 12:29 | 12:29 | 13:57 | 22:39 | 25:40 | 10:10 | 07:31 | |
Heaven's Halberd | 1 | 0.78% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 00:00 | 00:00 | |
Drum of Endurance | 1 | 0.78% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 0.78% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 29:05 | 00:00 | 00:00 | |
Sange | 1 | 0.78% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:19 | 44:19 | 44:19 | 44:19 | 44:19 | 44:19 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 0.78% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 1:10:18 | 00:00 | 00:00 |