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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 | |
Ring of Health | 42 | 26.42% | 100.0 | 76.19% | +30.04% | -3.46% | -36.19% | -1.77% | 34:57 | 15:42 | 25:18 | 33:47 | 43:49 | 1:10:15 | 18:31 | 13:42 | |
Void Stone | 72 | 45.28% | 98.2 | 68.06% | +25.53% | +4.16% | -1.39% | -0.32% | 25:36 | 08:15 | 16:45 | 22:11 | 33:55 | 56:24 | 17:10 | 12:42 | |
Sange | 28 | 17.61% | 96.4 | 75.00% | +25.38% | +10.71% | -3.57% | -1.43% | 25:45 | 14:03 | 21:31 | 24:43 | 31:29 | 35:34 | 09:58 | 07:22 | |
Kaya and Sange | 24 | 15.09% | 94.6 | 75.00% | +24.63% | +8.33% | -8.33% | -1.83% | 28:21 | 18:20 | 23:01 | 30:00 | 32:08 | 35:34 | 09:07 | 06:45 | |
Kaya | 26 | 16.35% | 92.9 | 73.08% | +22.70% | +12.63% | -6.41% | -2.35% | 27:02 | 16:33 | 23:01 | 28:05 | 31:08 | 36:07 | 08:07 | 06:00 | |
Linken's Sphere | 17 | 10.69% | 91.1 | 76.47% | +25.06% | -51.47% | -1.47% | 7.61% | 30:18 | 21:59 | 23:15 | 28:13 | 29:49 | 1:13:12 | 06:34 | 04:51 | |
Fluffy Hat | 91 | 57.23% | 89.3 | 59.34% | +12.28% | +10.23% | -2.82% | -4.50% | 07:58 | 02:46 | 06:27 | 07:34 | 09:21 | 25:02 | 02:54 | 02:08 | |
Aghanim's Scepter | 88 | 55.35% | 87.5 | 59.09% | +11.20% | +4.55% | -9.09% | -1.80% | 30:35 | 20:28 | 26:26 | 29:30 | 34:00 | 44:16 | 07:34 | 05:36 | |
Phase Boots | 111 | 69.81% | 85.7 | 57.66% | +11.83% | +3.05% | +10.20% | 3.06% | 09:05 | 05:42 | 07:15 | 08:22 | 09:35 | 24:28 | 02:20 | 01:43 | |
Chainmail | 113 | 71.07% | 83.9 | 57.52% | +11.87% | +6.77% | +10.34% | 1.62% | 08:20 | 02:47 | 06:43 | 07:41 | 08:55 | 24:12 | 02:12 | 01:37 | |
Magic Wand | 146 | 91.82% | 82.1 | 56.16% | +25.39% | +0.60% | -8.94% | -2.83% | 07:48 | 01:25 | 05:43 | 07:23 | 09:05 | 19:38 | 03:22 | 02:29 | |
Refresher Orb | 21 | 13.21% | 80.4 | 71.43% | +19.98% | +28.57% | -31.43% | -7.29% | 44:35 | 30:56 | 38:15 | 43:56 | 46:29 | 1:10:25 | 08:14 | 06:05 | |
Orb of Venom | 86 | 54.09% | 78.6 | 58.14% | +8.82% | +0.95% | -1.00% | -0.56% | 07:44 | 02:06 | 05:52 | 07:30 | 09:21 | 25:02 | 03:29 | 02:34 | |
Orb of Corrosion | 86 | 54.09% | 76.8 | 58.14% | +8.82% | +10.04% | +3.76% | -2.08% | 08:32 | 03:26 | 06:51 | 08:20 | 09:52 | 25:02 | 03:01 | 02:14 | |
Magic Stick | 156 | 98.11% | 75.0 | 54.49% | +21.16% | +7.05% | -5.77% | -2.70% | 04:47 | -01:30 | 02:25 | 04:17 | 07:10 | 14:35 | 04:45 | 03:31 | |
Aghanim's Shard | 62 | 38.99% | 73.2 | 59.68% | +9.16% | +9.07% | +6.99% | -0.31% | 31:45 | 21:55 | 27:39 | 30:31 | 34:17 | 51:49 | 06:38 | 04:54 | |
Boots of Speed | 159 | 100.00% | 71.4 | 54.09% | +54.09% | -4.09% | -4.09% | 0.00% | 04:26 | 00:59 | 03:37 | 04:13 | 05:03 | 13:23 | 01:26 | 01:03 | |
Quelling Blade | 159 | 100.00% | 69.6 | 54.09% | +54.09% | -4.09% | -1.59% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 | |
Bottle | 158 | 99.37% | 67.9 | 53.80% | -46.20% | +3.70% | -5.08% | -8.78% | 01:45 | 00:38 | 01:29 | 01:36 | 01:45 | 06:22 | 00:16 | 00:11 | |
Blight Stone | 118 | 74.21% | 66.1 | 55.08% | +3.86% | +14.92% | -13.70% | -11.15% | 04:32 | 01:09 | 02:41 | 03:40 | 05:15 | 26:41 | 02:34 | 01:54 | |
Maelstrom | 140 | 88.05% | 64.3 | 53.57% | -4.32% | +6.43% | +0.72% | -1.47% | 16:06 | 09:49 | 13:45 | 15:01 | 17:38 | 28:29 | 03:53 | 02:52 | |
Javelin | 141 | 88.68% | 62.5 | 53.19% | -7.92% | +1.10% | +6.81% | 1.38% | 12:57 | 06:29 | 10:06 | 11:46 | 14:14 | 26:35 | 04:08 | 03:03 | |
Eul's Scepter of Divinity | 36 | 22.64% | 60.7 | 61.11% | +9.08% | +16.67% | -16.67% | -6.10% | 17:55 | 11:48 | 15:03 | 16:46 | 20:31 | 22:59 | 05:28 | 04:02 | |
Wind Lace | 40 | 25.16% | 58.9 | 60.00% | +7.90% | -10.00% | -30.00% | -2.63% | 14:08 | 03:21 | 10:08 | 14:50 | 17:44 | 21:44 | 07:36 | 05:37 | |
Black King Bar | 102 | 64.15% | 57.1 | 51.96% | -5.93% | +9.58% | -15.96% | -4.53% | 23:35 | 14:54 | 20:42 | 22:14 | 26:20 | 38:17 | 05:38 | 04:10 | |
Shiva's Guard | 20 | 12.58% | 55.4 | 65.00% | +12.48% | +15.00% | +15.00% | 0.00% | 36:16 | 21:02 | 32:42 | 36:24 | 40:59 | 46:27 | 08:17 | 06:08 | |
Crown | 7 | 4.40% | 53.6 | 85.71% | +33.08% | +14.29% | +14.29% | 0.00% | 37:48 | 18:40 | 32:15 | 42:21 | 43:13 | 47:08 | 10:58 | 08:07 | |
Rod of Atos | 6 | 3.77% | 51.8 | 83.33% | +30.39% | +16.67% | +16.67% | 0.00% | 36:54 | 18:40 | 32:16 | 34:01 | 46:57 | 47:10 | 14:41 | 10:52 | |
Gleipnir | 6 | 3.77% | 50.0 | 83.33% | +30.39% | +16.67% | +16.67% | 0.00% | 37:37 | 20:19 | 32:32 | 34:05 | 47:35 | 48:45 | 15:03 | 11:08 | |
Falcon Blade | 8 | 5.03% | 48.2 | 75.00% | +22.02% | -25.00% | -25.00% | 0.00% | 08:50 | 06:22 | 07:34 | 08:08 | 09:06 | 11:58 | 01:32 | 01:08 | |
Aeon Disk | 8 | 5.03% | 46.4 | 75.00% | +22.02% | +25.00% | -25.00% | -6.21% | 41:14 | 35:17 | 36:16 | 40:16 | 44:19 | 48:16 | 08:03 | 05:57 | |
Eye of Skadi | 2 | 1.26% | 44.6 | 100.00% | +46.50% | 0.00% | 0.00% | 0.00% | 53:45 | 37:30 | 37:30 | 1:10:00 | 1:10:00 | 1:10:00 | 32:30 | 24:04 | |
Wind Waker | 2 | 1.26% | 42.9 | 100.00% | +46.50% | 0.00% | 0.00% | 0.00% | 50:54 | 47:46 | 47:46 | 54:02 | 54:02 | 54:02 | 06:16 | 04:38 | |
Aether Lens | 2 | 1.26% | 41.1 | 100.00% | +46.50% | 0.00% | 0.00% | 0.00% | 39:50 | 39:02 | 39:02 | 40:38 | 40:38 | 40:38 | 01:36 | 01:11 | |
Octarine Core | 2 | 1.26% | 39.3 | 100.00% | +46.50% | 0.00% | 0.00% | 0.00% | 40:01 | 39:23 | 39:23 | 40:38 | 40:38 | 40:38 | 01:15 | 00:55 | |
Spirit Vessel | 3 | 1.89% | 37.5 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 13:17 | 11:25 | 11:25 | 14:10 | 14:16 | 14:16 | 02:51 | 02:06 | |
Urn of Shadows | 3 | 1.89% | 35.7 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 08:50 | 06:52 | 06:52 | 09:37 | 10:00 | 10:00 | 03:08 | 02:19 | |
Aghanim's Blessing | 4 | 2.52% | 33.9 | 50.00% | -4.19% | +50.00% | -50.00% | 0.00% | 52:04 | 42:21 | 42:21 | 50:22 | 56:53 | 58:41 | 14:32 | 10:45 | |
Hood of Defiance | 1 | 0.63% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 00:00 | 00:00 | |
Dagon | 1 | 0.63% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 0.63% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 | |
Wraith Band | 1 | 0.63% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 | |
Lotus Orb | 1 | 0.63% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 0.63% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 | |
Ring of Protection | 5 | 3.14% | 21.4 | 40.00% | -14.55% | -40.00% | +60.00% | 0.00% | 04:33 | -01:29 | -01:29 | 06:52 | 09:18 | 09:32 | 10:47 | 07:59 | |
Crystalys | 2 | 1.26% | 19.6 | 50.00% | -4.14% | -50.00% | 0.00% | 0.00% | 38:23 | 29:29 | 29:29 | 47:17 | 47:17 | 47:17 | 17:48 | 13:11 | |
Heaven's Halberd | 2 | 1.26% | 17.9 | 50.00% | -4.14% | +50.00% | 0.00% | 0.00% | 24:12 | 20:47 | 20:47 | 27:37 | 27:37 | 27:37 | 06:50 | 05:03 | |
Scythe of Vyse | 2 | 1.26% | 16.1 | 50.00% | -4.14% | -50.00% | 0.00% | 0.00% | 49:02 | 46:35 | 46:35 | 51:28 | 51:28 | 51:28 | 04:53 | 03:37 | |
Power Treads | 4 | 2.52% | 14.3 | 25.00% | -29.84% | -25.00% | -25.00% | 0.00% | 10:22 | 07:42 | 07:42 | 09:12 | 10:20 | 14:14 | 02:38 | 01:57 | |
Blink Dagger | 7 | 4.40% | 12.5 | 14.29% | -41.63% | +35.71% | -14.29% | 0.00% | 28:12 | 18:14 | 24:01 | 26:31 | 30:47 | 36:57 | 06:46 | 05:00 | |
Yasha | 1 | 0.63% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 | |
Desolator | 1 | 0.63% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 | |
Mjollnir | 1 | 0.63% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:10 | 53:10 | 53:10 | 53:10 | 53:10 | 53:10 | 00:00 | 00:00 | |
Daedalus | 1 | 0.63% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 | |
Divine Rapier | 1 | 0.63% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 0.63% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |