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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 | 60 | 36.81% | 100.0 | 76.67% | +25.21% | +10.00% | -3.34% | -1.75% | 32:53 | 14:38 | 28:59 | 33:03 | 36:37 | 52:02 | 07:38 | 05:39 | |
Headdress | 9 | 5.52% | 97.7 | 100.00% | +41.56% | 0.00% | 0.00% | 0.00% | 15:35 | -01:29 | 15:19 | 17:59 | 18:54 | 19:36 | 03:35 | 02:39 | |
Wraith Pact | 69 | 42.33% | 95.3 | 75.36% | +25.36% | +6.99% | +6.99% | 0.00% | 16:37 | 10:21 | 13:23 | 15:33 | 17:47 | 35:45 | 04:24 | 03:15 | |
Buckler | 82 | 50.31% | 93.0 | 73.17% | +25.02% | -6.50% | -3.17% | 0.51% | 09:05 | -01:29 | 04:41 | 07:37 | 11:15 | 33:47 | 06:34 | 04:51 | |
Vladmir's Offering | 79 | 48.47% | 90.7 | 72.15% | +22.15% | +2.85% | +2.85% | 0.00% | 13:33 | 06:15 | 10:00 | 12:34 | 14:34 | 33:47 | 04:34 | 03:22 | |
Morbid Mask | 79 | 48.47% | 88.4 | 72.15% | +22.15% | +7.85% | +2.85% | -1.19% | 12:10 | 05:37 | 08:48 | 11:12 | 13:00 | 32:18 | 04:12 | 03:06 | |
Void Stone | 74 | 45.40% | 86.0 | 71.62% | +19.93% | -13.73% | -4.95% | 0.61% | 28:04 | 07:31 | 21:23 | 30:41 | 35:52 | 52:02 | 14:29 | 10:43 | |
Ring of Basilius | 93 | 57.06% | 83.7 | 69.89% | +21.32% | -17.72% | -0.32% | 4.66% | 03:17 | -01:29 | -01:29 | 02:36 | 05:13 | 30:16 | 06:42 | 04:57 | |
Magic Stick | 68 | 41.72% | 81.4 | 70.59% | +16.91% | -5.88% | +11.76% | 2.61% | 04:37 | -01:29 | 00:45 | 03:06 | 07:31 | 35:54 | 06:46 | 05:00 | |
Ring of Protection | 139 | 85.28% | 79.1 | 65.47% | +32.14% | -2.61% | +8.82% | 2.07% | 05:22 | -01:30 | 02:05 | 04:35 | 07:37 | 25:07 | 05:32 | 04:05 | |
Magic Wand | 56 | 34.36% | 76.7 | 69.64% | +13.57% | +8.93% | +16.07% | 0.63% | 08:46 | -01:29 | 02:55 | 08:03 | 14:17 | 35:54 | 11:22 | 08:25 | |
Tranquil Boots | 17 | 10.43% | 74.4 | 82.35% | +24.13% | -7.35% | -7.35% | 0.00% | 14:16 | 05:09 | 08:21 | 14:08 | 17:40 | 25:22 | 09:19 | 06:54 | |
Blink Dagger | 149 | 91.41% | 72.1 | 62.42% | +19.56% | -5.66% | +13.26% | 2.43% | 18:34 | 09:07 | 13:43 | 17:13 | 21:31 | 37:13 | 07:48 | 05:46 | |
Wind Lace | 56 | 34.36% | 69.8 | 67.86% | +10.85% | +3.57% | +3.57% | 0.00% | 12:57 | 04:31 | 07:27 | 10:58 | 15:56 | 44:18 | 08:29 | 06:17 | |
Black King Bar | 127 | 77.91% | 67.4 | 62.20% | +6.64% | -2.82% | +15.93% | 3.39% | 27:29 | 16:23 | 24:10 | 26:56 | 29:42 | 46:26 | 05:32 | 04:05 | |
Boots of Speed | 163 | 100.00% | 65.1 | 60.74% | +60.74% | -2.20% | +0.24% | 0.88% | 04:30 | -01:29 | 03:02 | 04:22 | 05:48 | 15:39 | 02:46 | 02:02 | |
Aether Lens | 29 | 17.79% | 62.8 | 72.41% | +14.20% | +13.30% | +13.30% | 0.00% | 22:26 | 08:05 | 10:48 | 19:14 | 32:08 | 43:42 | 21:20 | 15:48 | |
Linken's Sphere | 20 | 12.27% | 60.5 | 75.00% | +16.26% | +5.00% | +5.00% | 0.00% | 34:32 | 29:20 | 31:58 | 34:48 | 36:19 | 38:03 | 04:21 | 03:13 | |
Aeon Disk | 6 | 3.68% | 58.1 | 100.00% | +40.76% | 0.00% | 0.00% | 0.00% | 42:56 | 38:24 | 39:39 | 41:10 | 47:07 | 47:39 | 07:28 | 05:31 | |
Refresher Orb | 30 | 18.40% | 55.8 | 66.67% | +7.27% | +8.33% | -9.53% | -2.13% | 40:20 | 31:02 | 36:09 | 39:14 | 44:31 | 52:06 | 08:22 | 06:11 | |
Urn of Shadows | 70 | 42.94% | 53.5 | 58.57% | -3.80% | +13.65% | +6.14% | -1.80% | 05:08 | 02:07 | 02:57 | 04:34 | 07:07 | 11:44 | 04:10 | 03:05 | |
Null Talisman | 39 | 23.93% | 51.2 | 61.54% | +1.06% | +8.46% | +8.46% | 0.00% | 02:02 | -01:29 | -01:29 | 01:47 | 02:41 | 31:28 | 04:10 | 03:05 | |
Spirit Vessel | 43 | 26.38% | 48.8 | 60.47% | -0.36% | +12.26% | -5.92% | -3.15% | 14:31 | 08:32 | 11:20 | 13:17 | 17:06 | 25:23 | 05:46 | 04:16 | |
Arcane Boots | 102 | 62.58% | 46.5 | 52.94% | -20.83% | +4.75% | -0.94% | -1.62% | 09:04 | 03:43 | 05:49 | 06:58 | 09:20 | 41:27 | 03:31 | 02:36 | |
Mekansm | 4 | 2.45% | 44.2 | 100.00% | +40.25% | 0.00% | 0.00% | 0.00% | 19:22 | 17:59 | 17:59 | 18:08 | 18:23 | 22:57 | 00:24 | 00:17 | |
Pipe of Insight | 4 | 2.45% | 41.9 | 100.00% | +40.25% | 0.00% | 0.00% | 0.00% | 20:54 | 18:40 | 18:40 | 20:41 | 21:19 | 22:57 | 02:39 | 01:57 | |
Aghanim's Shard | 42 | 25.77% | 39.5 | 52.38% | -11.26% | +11.26% | +17.62% | 0.63% | 32:51 | 18:37 | 27:46 | 32:07 | 37:54 | 49:36 | 10:08 | 07:30 | |
Quelling Blade | 3 | 1.84% | 37.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Chainmail | 5 | 3.07% | 34.9 | 80.00% | +19.87% | +20.00% | -80.00% | 0.00% | 22:01 | 15:41 | 15:41 | 18:23 | 19:37 | 38:25 | 03:56 | 02:54 | |
Hood of Defiance | 5 | 3.07% | 32.6 | 80.00% | +19.87% | +20.00% | -80.00% | 0.00% | 18:25 | 14:38 | 14:38 | 16:48 | 17:11 | 27:18 | 02:33 | 01:53 | |
Soul Ring | 2 | 1.23% | 30.2 | 100.00% | +39.75% | 0.00% | 0.00% | 0.00% | 22:25 | 20:09 | 20:09 | 24:41 | 24:41 | 24:41 | 04:32 | 03:21 | |
Blight Stone | 2 | 1.23% | 27.9 | 100.00% | +39.75% | 0.00% | 0.00% | 0.00% | 08:21 | 07:39 | 07:39 | 09:02 | 09:02 | 09:02 | 01:23 | 01:01 | |
Glimmer Cape | 2 | 1.23% | 25.6 | 100.00% | +39.75% | 0.00% | 0.00% | 0.00% | 33:47 | 30:11 | 30:11 | 37:22 | 37:22 | 37:22 | 07:11 | 05:19 | |
Force Staff | 3 | 1.84% | 23.3 | 66.67% | +6.04% | +33.33% | 0.00% | 0.00% | 34:31 | 27:59 | 27:59 | 34:55 | 40:38 | 40:38 | 12:39 | 09:22 | |
Fluffy Hat | 3 | 1.84% | 20.9 | 66.67% | +6.04% | +33.33% | 0.00% | 0.00% | 27:48 | 18:46 | 18:46 | 29:42 | 34:55 | 34:55 | 16:09 | 11:57 | |
Octarine Core | 3 | 1.84% | 18.6 | 66.67% | +6.04% | -66.67% | 0.00% | 0.00% | 38:04 | 33:11 | 33:11 | 36:01 | 45:01 | 45:01 | 11:50 | 08:45 | |
Drum of Endurance | 4 | 2.45% | 16.3 | 50.00% | -11.01% | +50.00% | +50.00% | 0.00% | 12:44 | 09:01 | 09:01 | 09:30 | 10:44 | 21:41 | 01:43 | 01:16 | |
Boots of Bearing | 1 | 0.61% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 0.61% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 50:18 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 0.61% | 9.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 34:19 | 00:00 | 00:00 | |
Aghanim's Scepter | 2 | 1.23% | 7.0 | 50.00% | -10.87% | +50.00% | 0.00% | 0.00% | 54:33 | 48:58 | 48:58 | 60:08 | 60:08 | 60:08 | 11:10 | 08:16 | |
Orchid Malevolence | 3 | 1.84% | 4.7 | 0.00% | -61.88% | 0.00% | 0.00% | 0.00% | 13:05 | 11:59 | 11:59 | 13:26 | 13:51 | 13:51 | 01:52 | 01:22 | |
Hand of Midas | 2 | 1.23% | 2.3 | 0.00% | -61.49% | 0.00% | 0.00% | 0.00% | 18:49 | 11:34 | 11:34 | 26:03 | 26:03 | 26:03 | 14:29 | 10:43 |