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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 | |
Butterfly | 26 | 27.37% | 100.0 | 76.92% | +33.44% | +8.79% | -10.25% | -3.05% | 35:04 | 27:53 | 30:42 | 33:51 | 36:57 | 47:30 | 06:15 | 04:37 | |
Abyssal Blade | 32 | 33.68% | 97.7 | 71.88% | +29.02% | -9.38% | -34.38% | -2.58% | 35:43 | 26:49 | 29:39 | 35:29 | 39:21 | 53:26 | 09:42 | 07:11 | |
Skull Basher | 46 | 48.42% | 95.5 | 67.39% | +28.61% | -9.06% | -12.84% | -0.37% | 31:24 | 22:18 | 25:54 | 30:02 | 36:09 | 52:25 | 10:15 | 07:35 | |
Vanguard | 47 | 49.47% | 93.2 | 63.83% | +22.16% | +11.17% | +11.17% | 0.00% | 20:07 | 04:35 | 06:26 | 08:33 | 33:24 | 53:26 | 26:58 | 19:58 | |
Aghanim's Shard | 8 | 8.42% | 90.9 | 87.50% | +38.07% | +12.50% | -37.50% | 0.00% | 42:30 | 31:02 | 35:12 | 44:38 | 45:44 | 48:33 | 10:32 | 07:48 | |
Eye of Skadi | 48 | 50.53% | 88.6 | 60.42% | +15.74% | +6.25% | +6.25% | 0.00% | 30:34 | 23:43 | 26:16 | 28:42 | 31:39 | 50:39 | 05:23 | 03:59 | |
Power Treads | 94 | 98.95% | 86.4 | 53.19% | +53.19% | +5.14% | -5.36% | -3.26% | 09:54 | 04:15 | 07:50 | 09:22 | 11:03 | 18:34 | 03:13 | 02:22 | |
Manta Style | 88 | 92.63% | 84.1 | 53.41% | +10.55% | +1.14% | -21.59% | -7.58% | 22:01 | 17:16 | 19:45 | 21:12 | 22:45 | 37:23 | 03:00 | 02:13 | |
Boots of Speed | 95 | 100.00% | 81.8 | 52.63% | +52.63% | +5.70% | -6.80% | -3.07% | 08:09 | 02:35 | 05:16 | 07:50 | 09:20 | 16:50 | 04:04 | 03:00 | |
Ring of Health | 95 | 100.00% | 79.5 | 52.63% | +52.63% | -10.96% | +1.54% | 4.69% | 05:00 | 01:46 | 02:58 | 03:59 | 05:38 | 14:16 | 02:40 | 01:58 | |
Quelling Blade | 95 | 100.00% | 77.3 | 52.63% | +52.63% | -6.80% | -2.63% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 01:29 | 00:00 | 00:00 | |
Yasha | 94 | 98.95% | 75.0 | 52.13% | -47.87% | +10.37% | -13.00% | -8.15% | 19:03 | 14:21 | 17:06 | 18:33 | 19:58 | 31:07 | 02:52 | 02:07 | |
Void Stone | 86 | 90.53% | 72.7 | 52.33% | -3.23% | +6.76% | -4.71% | -3.20% | 13:31 | 06:50 | 11:54 | 13:22 | 15:29 | 25:23 | 03:35 | 02:39 | |
Battle Fury | 85 | 89.47% | 70.5 | 51.76% | -8.24% | +14.91% | -8.90% | -11.16% | 15:03 | 11:13 | 13:48 | 14:50 | 15:56 | 21:25 | 02:08 | 01:34 | |
Fluffy Hat | 24 | 25.26% | 68.2 | 62.50% | +13.20% | +4.17% | -12.50% | -2.37% | 08:06 | 01:53 | 02:52 | 05:45 | 09:54 | 22:38 | 07:02 | 05:12 | |
Orb of Corrosion | 23 | 24.21% | 65.9 | 60.87% | +10.87% | +22.46% | -10.87% | -5.59% | 08:47 | 02:35 | 03:56 | 06:26 | 09:54 | 23:17 | 05:58 | 04:25 | |
Blight Stone | 23 | 24.21% | 63.6 | 60.87% | +10.87% | +39.13% | -10.87% | -8.57% | 07:24 | 01:10 | 02:14 | 04:36 | 08:04 | 22:38 | 05:50 | 04:19 | |
Magic Wand | 58 | 61.05% | 61.4 | 51.72% | -2.33% | -5.05% | -16.01% | -0.90% | 11:49 | -01:29 | 05:35 | 09:04 | 17:45 | 28:35 | 12:10 | 09:00 | |
Black King Bar | 36 | 37.89% | 59.1 | 55.56% | +4.71% | +22.22% | -11.12% | -4.38% | 32:25 | 23:26 | 27:17 | 32:59 | 34:54 | 49:52 | 07:37 | 05:38 | |
Magic Stick | 69 | 72.63% | 56.8 | 49.28% | -12.26% | -2.22% | -13.99% | -2.05% | 03:49 | -01:29 | -01:29 | 00:55 | 07:14 | 26:10 | 08:43 | 06:27 | |
Morbid Mask | 6 | 6.32% | 54.5 | 83.33% | +32.77% | -33.33% | +16.67% | 0.00% | 34:38 | 28:57 | 31:18 | 32:42 | 36:19 | 45:27 | 05:01 | 03:42 | |
Satanic | 6 | 6.32% | 52.3 | 83.33% | +32.77% | -33.33% | +16.67% | 0.00% | 36:42 | 31:28 | 33:20 | 35:51 | 37:07 | 45:53 | 03:47 | 02:48 | |
Aghanim's Scepter | 21 | 22.11% | 50.0 | 57.14% | +5.79% | +22.86% | -17.14% | -5.62% | 29:54 | 22:00 | 23:57 | 25:17 | 31:04 | 54:29 | 07:07 | 05:16 | |
Orb of Venom | 43 | 45.26% | 47.7 | 48.84% | -6.93% | +5.71% | -3.39% | -9.10% | 01:10 | -01:29 | -01:29 | 01:09 | 02:22 | 18:02 | 03:51 | 02:51 | |
Wraith Band | 25 | 26.32% | 45.5 | 52.00% | -0.86% | -2.00% | -2.00% | 0.00% | 02:58 | -00:09 | 01:29 | 02:01 | 03:04 | 09:32 | 01:35 | 01:10 | |
Diffusal Blade | 9 | 9.47% | 43.2 | 66.67% | +15.51% | -16.67% | +33.33% | 0.00% | 17:13 | 13:39 | 14:40 | 15:13 | 16:59 | 29:26 | 02:19 | 01:42 | |
Buckler | 7 | 7.37% | 40.9 | 57.14% | +4.87% | -7.14% | -7.14% | 0.00% | 33:53 | 23:28 | 24:09 | 32:05 | 32:46 | 55:13 | 08:37 | 06:22 | |
Assault Cuirass | 7 | 7.37% | 38.6 | 57.14% | +4.87% | -7.14% | -7.14% | 0.00% | 35:03 | 25:15 | 25:37 | 32:34 | 33:43 | 56:59 | 08:06 | 06:00 | |
Ring of Protection | 7 | 7.37% | 36.4 | 57.14% | +4.87% | -7.14% | -7.14% | 0.00% | 30:17 | -01:29 | 24:09 | 31:56 | 32:46 | 55:13 | 08:37 | 06:22 | |
Aghanim's Blessing | 5 | 5.26% | 34.1 | 60.00% | +7.78% | +40.00% | +40.00% | 0.00% | 47:45 | 35:26 | 35:26 | 50:32 | 50:49 | 54:29 | 15:23 | 11:23 | |
Monkey King Bar | 6 | 6.32% | 31.8 | 50.00% | -2.81% | -50.00% | +50.00% | 0.00% | 39:28 | 30:42 | 35:15 | 36:25 | 40:53 | 53:20 | 05:38 | 04:10 | |
Linken's Sphere | 6 | 6.32% | 29.5 | 50.00% | -2.81% | +50.00% | -50.00% | 0.00% | 29:22 | 25:23 | 25:55 | 26:15 | 32:24 | 35:33 | 06:29 | 04:48 | |
Javelin | 8 | 8.42% | 27.3 | 37.50% | -16.52% | -37.50% | +12.50% | 0.00% | 40:02 | 30:41 | 32:57 | 39:39 | 45:17 | 53:08 | 12:20 | 09:08 | |
Sange | 4 | 4.21% | 25.0 | 50.00% | -2.75% | -50.00% | -50.00% | 0.00% | 22:48 | 20:08 | 20:08 | 20:26 | 23:36 | 27:02 | 03:28 | 02:34 | |
Orchid Malevolence | 1 | 1.05% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:12 | 59:12 | 59:12 | 59:12 | 59:12 | 59:12 | 00:00 | 00:00 | |
Echo Sabre | 1 | 1.05% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 14:31 | 00:00 | 00:00 | |
Mage Slayer | 1 | 1.05% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 1:01:34 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 1.05% | 15.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 | |
Divine Rapier | 2 | 2.11% | 13.6 | 50.00% | -2.69% | +50.00% | 0.00% | 0.00% | 58:25 | 58:12 | 58:12 | 58:38 | 58:38 | 58:38 | 00:26 | 00:19 | |
Heaven's Halberd | 2 | 2.11% | 11.4 | 50.00% | -2.69% | +50.00% | 0.00% | 0.00% | 26:23 | 25:37 | 25:37 | 27:08 | 27:08 | 27:08 | 01:31 | 01:07 | |
Sange and Yasha | 2 | 2.11% | 9.1 | 50.00% | -2.69% | -50.00% | 0.00% | 0.00% | 20:31 | 20:22 | 20:22 | 20:40 | 20:40 | 20:40 | 00:18 | 00:13 | |
Ghost Scepter | 3 | 3.16% | 6.8 | 33.33% | -19.93% | -33.33% | 0.00% | 0.00% | 44:49 | 39:25 | 39:25 | 42:26 | 52:37 | 52:37 | 13:12 | 09:46 | |
Moon Shard | 2 | 2.11% | 4.5 | 0.00% | -53.76% | 0.00% | 0.00% | 0.00% | 51:28 | 46:20 | 46:20 | 56:35 | 56:35 | 56:35 | 10:15 | 07:35 | |
Ethereal Blade | 1 | 1.05% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:33 | 41:33 | 41:33 | 41:33 | 41:33 | 41:33 | 00:00 | 00:00 |