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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 | 18 | 15.13% | 100.0 | 88.89% | +37.40% | -8.89% | -13.89% | -0.34% | 24:19 | 08:17 | 16:55 | 23:00 | 31:31 | 38:34 | 14:36 | 10:48 | |
Assault Cuirass | 39 | 32.77% | 98.1 | 71.79% | +21.79% | +8.21% | -11.79% | -1.99% | 32:07 | 20:30 | 26:44 | 31:20 | 36:46 | 55:46 | 10:02 | 07:25 | |
Headdress | 10 | 8.40% | 96.2 | 90.00% | +35.87% | +10.00% | +10.00% | 0.00% | 20:08 | -01:22 | 16:57 | 21:12 | 24:42 | 31:16 | 07:45 | 05:44 | |
Aghanim's Shard | 84 | 70.59% | 94.2 | 65.48% | +28.34% | +15.47% | -13.10% | -5.29% | 22:12 | 15:01 | 18:49 | 21:54 | 24:13 | 36:22 | 05:24 | 04:00 | |
Boots of Bearing | 41 | 34.45% | 92.3 | 68.29% | +17.01% | -8.29% | +1.71% | 1.05% | 30:48 | 19:16 | 24:44 | 29:20 | 34:16 | 50:30 | 09:32 | 07:03 | |
Drum of Endurance | 76 | 63.87% | 90.4 | 63.16% | +16.65% | +10.52% | -5.27% | -2.09% | 18:22 | 08:02 | 14:06 | 17:58 | 21:40 | 33:55 | 07:34 | 05:36 | |
Hood of Defiance | 12 | 10.08% | 88.5 | 83.33% | +29.12% | -16.66% | -16.66% | 0.00% | 20:43 | 08:42 | 15:35 | 17:29 | 23:00 | 36:06 | 07:25 | 05:29 | |
Magic Wand | 96 | 80.67% | 86.5 | 59.38% | +11.55% | +3.12% | -1.05% | -0.66% | 04:54 | -01:29 | -01:26 | 05:26 | 07:45 | 28:13 | 09:11 | 06:48 | |
Magic Stick | 80 | 67.23% | 84.6 | 60.00% | +8.72% | +5.00% | +5.00% | 0.00% | 02:20 | -01:29 | -01:29 | 01:27 | 04:33 | 28:13 | 06:02 | 04:28 | |
Buckler | 111 | 93.28% | 82.7 | 57.66% | +7.66% | -4.09% | +3.05% | 1.67% | 10:14 | 02:41 | 07:21 | 08:55 | 11:37 | 36:26 | 04:16 | 03:09 | |
Ring of Protection | 113 | 94.96% | 80.8 | 57.52% | +7.52% | +13.91% | +3.19% | -2.10% | 09:09 | -01:29 | 05:56 | 07:59 | 11:02 | 36:26 | 05:06 | 03:46 | |
Boots of Speed | 119 | 100.00% | 78.8 | 57.14% | +57.14% | +6.19% | -10.47% | -5.10% | 05:33 | -01:29 | 03:37 | 05:01 | 06:53 | 20:04 | 03:16 | 02:25 | |
Morbid Mask | 106 | 89.08% | 76.9 | 57.55% | +3.70% | +1.71% | -7.55% | -2.63% | 12:42 | 06:52 | 10:25 | 12:09 | 13:56 | 26:27 | 03:31 | 02:36 | |
Vladmir's Offering | 106 | 89.08% | 75.0 | 57.55% | +3.70% | +1.71% | +0.14% | -0.45% | 13:53 | 08:56 | 11:37 | 12:47 | 15:08 | 28:17 | 03:31 | 02:36 | |
Wraith Pact | 94 | 78.99% | 73.1 | 57.45% | +1.45% | +9.22% | -18.32% | -6.01% | 18:32 | 12:35 | 15:33 | 17:31 | 20:08 | 32:38 | 04:35 | 03:23 | |
Blight Stone | 25 | 21.01% | 71.2 | 68.00% | +13.74% | +15.33% | -18.00% | -4.51% | 08:26 | -01:29 | 01:09 | 07:01 | 08:32 | 42:49 | 07:23 | 05:28 | |
Ring of Basilius | 109 | 91.60% | 69.2 | 55.96% | -14.04% | -0.40% | -11.52% | -1.91% | 07:28 | -01:29 | 03:58 | 06:52 | 09:48 | 24:22 | 05:50 | 04:19 | |
Pipe of Insight | 8 | 6.72% | 67.3 | 87.50% | +32.55% | -37.50% | +12.50% | 22.73% | 25:16 | 19:33 | 23:39 | 25:05 | 25:51 | 31:35 | 02:12 | 01:37 | |
Wind Lace | 104 | 87.39% | 65.4 | 55.77% | -10.90% | -5.77% | +5.77% | 1.78% | 08:59 | 01:15 | 04:31 | 06:27 | 10:59 | 38:06 | 06:28 | 04:47 | |
Tranquil Boots | 92 | 77.31% | 63.5 | 55.43% | -7.53% | +1.09% | +1.09% | 0.00% | 11:46 | 02:52 | 05:54 | 07:43 | 13:11 | 50:30 | 07:17 | 05:23 | |
Null Talisman | 69 | 57.98% | 61.5 | 55.07% | -4.93% | -25.66% | +9.64% | 28.62% | 02:34 | -01:29 | 01:39 | 02:15 | 02:53 | 08:28 | 01:14 | 00:54 | |
Void Stone | 14 | 11.76% | 59.6 | 71.43% | +16.19% | -21.43% | +28.57% | 6.05% | 29:29 | 07:01 | 27:02 | 29:56 | 35:18 | 51:13 | 08:16 | 06:07 | |
Black King Bar | 16 | 13.45% | 57.7 | 68.75% | +13.41% | -18.75% | -18.75% | 0.00% | 31:19 | 20:57 | 24:36 | 30:27 | 36:01 | 43:10 | 11:25 | 08:27 | |
Aghanim's Scepter | 23 | 19.33% | 55.8 | 60.87% | +4.62% | +5.80% | -10.87% | -1.66% | 27:24 | 17:16 | 20:27 | 26:24 | 30:28 | 45:43 | 10:01 | 07:25 | |
Linken's Sphere | 3 | 2.52% | 53.8 | 100.00% | +43.97% | 0.00% | 0.00% | 0.00% | 35:54 | 31:32 | 31:32 | 37:24 | 38:45 | 38:45 | 07:13 | 05:20 | |
Chainmail | 7 | 5.88% | 51.9 | 71.43% | +15.18% | +28.57% | +28.57% | 0.00% | 15:29 | 09:18 | 10:28 | 13:32 | 18:17 | 25:26 | 07:49 | 05:47 | |
Arcane Boots | 2 | 1.68% | 50.0 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 25:35 | 23:08 | 23:08 | 28:01 | 28:01 | 28:01 | 04:53 | 03:37 | |
Lotus Orb | 2 | 1.68% | 48.1 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 28:12 | 24:28 | 24:28 | 31:55 | 31:55 | 31:55 | 07:27 | 05:31 | |
Aeon Disk | 2 | 1.68% | 46.2 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 36:53 | 32:37 | 32:37 | 41:09 | 41:09 | 41:09 | 08:32 | 06:19 | |
Witch Blade | 2 | 1.68% | 44.2 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 12:13 | 11:58 | 11:58 | 12:28 | 12:28 | 12:28 | 00:30 | 00:22 | |
Bracer | 2 | 1.68% | 42.3 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 03:20 | 03:13 | 03:13 | 03:26 | 03:26 | 03:26 | 00:13 | 00:09 | |
Phase Boots | 2 | 1.68% | 40.4 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 15:43 | 10:41 | 10:41 | 20:45 | 20:45 | 20:45 | 10:04 | 07:27 | |
Quelling Blade | 11 | 9.24% | 38.5 | 45.45% | -12.88% | -12.12% | +21.22% | 33.34% | 00:44 | -01:29 | -01:29 | -01:29 | 01:37 | 07:19 | 03:06 | 02:17 | |
Scythe of Vyse | 5 | 4.20% | 36.5 | 60.00% | +2.98% | -60.00% | +40.00% | 0.00% | 35:49 | 28:29 | 28:29 | 32:22 | 36:33 | 51:13 | 08:04 | 05:58 | |
Urn of Shadows | 6 | 5.04% | 34.6 | 50.00% | -7.52% | +50.00% | -50.00% | 0.00% | 11:58 | 04:05 | 04:19 | 05:38 | 20:24 | 26:18 | 16:05 | 11:54 | |
Sange | 3 | 2.52% | 32.7 | 66.67% | +9.77% | -66.67% | 0.00% | 0.00% | 30:41 | 27:09 | 27:09 | 30:48 | 34:07 | 34:07 | 06:58 | 05:09 | |
Heaven's Halberd | 3 | 2.52% | 30.8 | 66.67% | +9.77% | -66.67% | 0.00% | 0.00% | 32:29 | 29:45 | 29:45 | 33:28 | 34:15 | 34:15 | 04:30 | 03:20 | |
Radiance | 1 | 0.84% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 | |
Vanguard | 1 | 0.84% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 | |
Helm of Iron Will | 1 | 0.84% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 32:41 | 00:00 | 00:00 | |
Wraith Band | 1 | 0.84% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 01:41 | 00:00 | 00:00 | |
Crimson Guard | 1 | 0.84% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 | |
Crown | 3 | 2.52% | 19.2 | 33.33% | -24.43% | -33.33% | 0.00% | 0.00% | 26:29 | 21:43 | 21:43 | 28:13 | 29:30 | 29:30 | 07:47 | 05:45 | |
Solar Crest | 3 | 2.52% | 17.3 | 33.33% | -24.43% | -33.33% | 0.00% | 0.00% | 28:01 | 21:43 | 21:43 | 29:32 | 32:48 | 32:48 | 11:05 | 08:12 | |
Orchid Malevolence | 3 | 2.52% | 15.4 | 33.33% | -24.43% | -33.33% | 0.00% | 0.00% | 21:59 | 12:11 | 12:11 | 18:28 | 35:18 | 35:18 | 23:07 | 17:07 | |
Medallion of Courage | 3 | 2.52% | 13.5 | 33.33% | -24.43% | -33.33% | 0.00% | 0.00% | 19:35 | 13:33 | 13:33 | 18:17 | 26:55 | 26:55 | 13:22 | 09:54 | |
Spirit Vessel | 4 | 3.36% | 11.5 | 25.00% | -33.26% | +75.00% | -25.00% | 0.00% | 17:49 | 11:44 | 11:44 | 12:32 | 15:42 | 31:17 | 03:58 | 02:56 | |
Dragon Lance | 1 | 0.84% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 | |
Hurricane Pike | 1 | 0.84% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 | |
Fluffy Hat | 3 | 2.52% | 5.8 | 0.00% | -58.62% | 0.00% | 0.00% | 0.00% | 27:39 | 03:33 | 03:33 | 32:01 | 47:23 | 47:23 | 43:50 | 32:28 | |
Skull Basher | 1 | 0.84% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 | |
Force Staff | 2 | 1.68% | 1.9 | 0.00% | -58.12% | 0.00% | 0.00% | 0.00% | 41:00 | 34:36 | 34:36 | 47:23 | 47:23 | 47:23 | 12:47 | 09:28 |