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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 | |
Wraith Band | 14 | 43.75% | 100.0 | 85.71% | +41.27% | +14.29% | -19.04% | -16.67% | 01:37 | -01:29 | -01:21 | 01:38 | 03:21 | 06:22 | 04:42 | 03:28 | |
Arcane Boots | 27 | 84.38% | 97.7 | 66.67% | +26.67% | +19.04% | +4.76% | -8.48% | 06:58 | 04:40 | 05:44 | 06:41 | 07:25 | 09:50 | 01:41 | 01:14 | |
Headdress | 20 | 62.50% | 95.5 | 70.00% | +20.00% | -10.00% | -10.00% | 0.00% | 19:24 | 12:27 | 17:47 | 18:40 | 21:11 | 28:41 | 03:24 | 02:31 | |
Wraith Pact | 29 | 90.63% | 93.2 | 65.52% | +32.19% | +20.19% | -22.66% | -12.98% | 17:05 | 12:51 | 14:22 | 16:48 | 17:40 | 27:13 | 03:18 | 02:26 | |
Morbid Mask | 29 | 90.63% | 90.9 | 65.52% | +32.19% | +20.19% | -22.66% | -11.74% | 13:09 | 08:49 | 10:28 | 12:19 | 14:07 | 23:47 | 03:39 | 02:42 | |
Ring of Basilius | 29 | 90.63% | 88.6 | 65.52% | +32.19% | +20.19% | -22.66% | -17.73% | 09:35 | 04:04 | 07:49 | 08:56 | 10:14 | 22:29 | 02:25 | 01:47 | |
Vladmir's Offering | 29 | 90.63% | 86.4 | 65.52% | +32.19% | +5.91% | -22.66% | -8.61% | 14:22 | 10:08 | 11:53 | 13:16 | 15:12 | 24:08 | 03:19 | 02:27 | |
Quelling Blade | 24 | 75.00% | 84.1 | 66.67% | +16.67% | +33.33% | +16.66% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 01:19 | 00:00 | 00:00 | |
Assault Cuirass | 7 | 21.88% | 81.8 | 85.71% | +29.71% | +14.29% | +14.29% | 0.00% | 36:29 | 21:55 | 26:55 | 33:19 | 41:13 | 58:07 | 14:18 | 10:35 | |
Magic Stick | 17 | 53.13% | 79.5 | 70.59% | +17.26% | -20.59% | +4.41% | 25.00% | -00:05 | -01:29 | -01:29 | -01:29 | -01:24 | 07:31 | 00:05 | 00:03 | |
Hood of Defiance | 17 | 53.13% | 77.3 | 70.59% | +17.26% | -20.59% | +4.41% | 4.70% | 17:08 | 11:15 | 14:14 | 17:31 | 19:33 | 22:49 | 05:19 | 03:56 | |
Ring of Health | 17 | 53.13% | 75.0 | 70.59% | +17.26% | -20.59% | +4.41% | 4.64% | 16:59 | 11:05 | 14:04 | 17:12 | 19:27 | 22:49 | 05:23 | 03:59 | |
Pipe of Insight | 17 | 53.13% | 72.7 | 70.59% | +17.26% | -20.59% | +4.41% | 7.32% | 20:37 | 16:01 | 18:49 | 19:47 | 22:14 | 24:53 | 03:25 | 02:31 | |
Buckler | 30 | 93.75% | 70.5 | 63.33% | +13.33% | +24.17% | -20.47% | -12.06% | 11:50 | 06:53 | 08:58 | 10:32 | 12:40 | 22:41 | 03:42 | 02:44 | |
Ring of Protection | 32 | 100.00% | 68.2 | 62.50% | +62.50% | +37.50% | 0.00% | -13.98% | 09:16 | -01:29 | 07:51 | 08:46 | 10:32 | 21:10 | 02:41 | 01:59 | |
Boots of Speed | 32 | 100.00% | 65.9 | 62.50% | +62.50% | +12.50% | 0.00% | -5.60% | 04:25 | 01:48 | 03:13 | 04:16 | 05:27 | 07:14 | 02:14 | 01:39 | |
Scythe of Vyse | 9 | 28.13% | 63.6 | 77.78% | +21.26% | -27.78% | +22.22% | 5.34% | 33:34 | 25:18 | 29:07 | 30:47 | 38:29 | 41:48 | 09:22 | 06:56 | |
Black King Bar | 11 | 34.38% | 61.4 | 72.73% | +15.59% | +27.27% | -6.06% | -3.37% | 31:56 | 19:57 | 24:07 | 29:26 | 34:01 | 1:03:04 | 09:54 | 07:20 | |
Void Stone | 13 | 40.63% | 59.1 | 69.23% | +11.34% | -2.56% | -35.90% | -2.51% | 27:17 | 09:15 | 20:08 | 29:51 | 33:26 | 40:14 | 13:18 | 09:51 | |
Magic Wand | 24 | 75.00% | 56.8 | 58.33% | -16.67% | +8.34% | +8.34% | 0.00% | 03:12 | -01:30 | -01:29 | 01:40 | 05:26 | 21:49 | 06:55 | 05:07 | |
Wind Lace | 7 | 21.88% | 54.5 | 71.43% | +11.43% | -71.43% | +28.57% | 0.00% | 09:58 | 02:18 | 05:27 | 13:11 | 13:34 | 13:40 | 08:07 | 06:00 | |
Soul Ring | 13 | 40.63% | 52.3 | 53.85% | -14.57% | +12.82% | +12.82% | 0.00% | 09:41 | 06:51 | 08:04 | 08:50 | 10:11 | 18:30 | 02:07 | 01:34 | |
Falcon Blade | 9 | 28.13% | 50.0 | 55.56% | -9.66% | -5.56% | -5.56% | 0.00% | 05:56 | 04:42 | 05:24 | 05:51 | 06:37 | 07:11 | 01:13 | 00:54 | |
Aghanim's Shard | 2 | 6.25% | 47.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 28:34 | 26:37 | 26:37 | 30:31 | 30:31 | 30:31 | 03:54 | 02:53 | |
Blight Stone | 8 | 25.00% | 45.5 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 03:16 | 01:38 | 01:39 | 02:33 | 04:14 | 06:28 | 02:35 | 01:54 | |
Fluffy Hat | 13 | 40.63% | 43.2 | 38.46% | -40.49% | -38.46% | +28.21% | 25.16% | 03:51 | 01:46 | 02:22 | 03:50 | 05:01 | 05:56 | 02:39 | 01:57 | |
Lotus Orb | 3 | 9.38% | 40.9 | 66.67% | +4.60% | +33.33% | 0.00% | 0.00% | 33:28 | 30:57 | 30:57 | 33:26 | 36:02 | 36:02 | 05:05 | 03:45 | |
Mekansm | 4 | 12.50% | 38.6 | 50.00% | -14.29% | +50.00% | +50.00% | 0.00% | 25:07 | 18:52 | 18:52 | 24:32 | 28:05 | 28:57 | 09:13 | 06:49 | |
Chainmail | 4 | 12.50% | 36.4 | 50.00% | -14.29% | +50.00% | -50.00% | 0.00% | 21:53 | 18:40 | 18:40 | 20:18 | 24:01 | 24:32 | 05:21 | 03:57 | |
Sange | 4 | 12.50% | 34.1 | 50.00% | -14.29% | +50.00% | -50.00% | 0.00% | 25:17 | 21:48 | 21:48 | 22:49 | 23:57 | 32:32 | 02:09 | 01:35 | |
Skull Basher | 1 | 3.13% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 | |
Yasha | 1 | 3.13% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 14:32 | 00:00 | 00:00 | |
Manta Style | 1 | 3.13% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 | |
Blink Dagger | 1 | 3.13% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 40:54 | 00:00 | 00:00 | |
Power Treads | 5 | 15.63% | 22.7 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 06:52 | 03:48 | 03:48 | 06:06 | 09:27 | 10:41 | 05:39 | 04:11 | |
Aghanim's Scepter | 5 | 15.63% | 20.5 | 40.00% | -26.67% | +60.00% | +60.00% | 0.00% | 31:44 | 22:25 | 22:25 | 26:55 | 32:43 | 50:11 | 10:18 | 07:37 | |
Guardian Greaves | 2 | 6.25% | 18.2 | 50.00% | -13.33% | -50.00% | 0.00% | 0.00% | 30:11 | 26:01 | 26:01 | 34:21 | 34:21 | 34:21 | 08:20 | 06:10 | |
Heaven's Halberd | 3 | 9.38% | 15.9 | 33.33% | -32.19% | +66.67% | 0.00% | 0.00% | 29:37 | 25:45 | 25:45 | 27:34 | 35:33 | 35:33 | 09:48 | 07:15 | |
Orchid Malevolence | 3 | 9.38% | 13.6 | 33.33% | -32.19% | +66.67% | 0.00% | 0.00% | 25:07 | 12:05 | 12:05 | 17:27 | 45:49 | 45:49 | 33:44 | 24:59 | |
Orb of Venom | 5 | 15.63% | 11.4 | 20.00% | -50.37% | -20.00% | -20.00% | 0.00% | 02:13 | -01:29 | -01:29 | 02:01 | 02:41 | 06:33 | 04:10 | 03:05 | |
Linken's Sphere | 1 | 3.13% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:29 | 53:29 | 53:29 | 53:29 | 53:29 | 53:29 | 00:00 | 00:00 | |
Orb of Corrosion | 3 | 9.38% | 6.8 | 0.00% | -68.97% | 0.00% | 0.00% | 0.00% | 06:36 | 03:00 | 03:00 | 04:56 | 11:53 | 11:53 | 08:53 | 06:34 | |
Mage Slayer | 1 | 3.13% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 00:00 | 00:00 | |
Bracer | 1 | 3.13% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 02:29 | 00:00 | 00:00 |