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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 | |
Assault Cuirass | 27 | 34.18% | 100.0 | 81.48% | +29.56% | +18.52% | -10.05% | -3.27% | 32:05 | 20:30 | 26:44 | 31:20 | 35:29 | 55:46 | 08:45 | 06:28 | |
Ring of Health | 14 | 17.72% | 98.1 | 85.71% | +28.79% | -10.71% | -19.04% | -0.57% | 24:10 | 13:39 | 16:55 | 22:05 | 31:31 | 38:34 | 14:36 | 10:48 | |
Boots of Bearing | 25 | 31.65% | 96.2 | 76.00% | +20.44% | -9.33% | +7.33% | 1.78% | 30:40 | 21:55 | 24:37 | 29:20 | 33:59 | 50:30 | 09:22 | 06:56 | |
Aghanim's Shard | 58 | 73.42% | 94.2 | 67.24% | +19.62% | +19.43% | -17.24% | -7.01% | 21:34 | 15:01 | 18:36 | 21:00 | 23:50 | 34:07 | 05:14 | 03:52 | |
Drum of Endurance | 49 | 62.03% | 92.3 | 67.35% | +14.02% | +24.32% | -17.35% | -5.45% | 18:53 | 08:02 | 14:58 | 18:31 | 22:37 | 33:55 | 07:39 | 05:40 | |
Magic Stick | 56 | 70.89% | 90.4 | 66.07% | +13.90% | +5.36% | +5.36% | 0.00% | 02:19 | -01:29 | -01:29 | 00:59 | 04:33 | 28:13 | 06:02 | 04:28 | |
Headdress | 9 | 11.39% | 88.5 | 88.89% | +30.32% | +11.11% | +11.11% | 0.00% | 20:01 | -01:22 | 15:52 | 23:28 | 24:42 | 31:16 | 08:50 | 06:32 | |
Boots of Speed | 79 | 100.00% | 86.5 | 62.03% | +62.03% | +2.97% | -12.03% | -5.59% | 05:22 | -01:29 | 03:37 | 05:01 | 06:18 | 20:04 | 02:41 | 01:59 | |
Magic Wand | 65 | 82.28% | 84.6 | 63.08% | +5.94% | -0.58% | -0.58% | 0.00% | 05:19 | -01:29 | 01:17 | 05:37 | 07:42 | 28:13 | 06:25 | 04:45 | |
Buckler | 74 | 93.67% | 82.7 | 62.16% | +2.16% | -4.27% | +4.51% | 2.16% | 10:17 | 03:16 | 07:33 | 08:58 | 11:37 | 36:26 | 04:04 | 03:00 | |
Ring of Protection | 76 | 96.20% | 80.8 | 61.84% | -4.83% | +11.84% | +6.58% | -1.15% | 09:10 | -01:29 | 06:07 | 08:13 | 10:41 | 36:26 | 04:34 | 03:22 | |
Null Talisman | 46 | 58.23% | 78.8 | 65.22% | +7.64% | -31.89% | +7.51% | 33.30% | 02:41 | -01:29 | 01:42 | 02:13 | 02:53 | 08:28 | 01:11 | 00:52 | |
Blight Stone | 19 | 24.05% | 76.9 | 73.68% | +15.35% | +26.32% | -33.68% | -9.30% | 09:30 | -01:23 | 02:05 | 07:53 | 08:32 | 42:49 | 06:27 | 04:46 | |
Morbid Mask | 71 | 89.87% | 75.0 | 60.56% | -14.44% | +17.22% | -5.00% | -6.73% | 12:24 | 06:52 | 10:11 | 11:58 | 13:29 | 23:19 | 03:18 | 02:26 | |
Vladmir's Offering | 71 | 89.87% | 73.1 | 60.56% | -14.44% | +6.11% | +0.55% | -1.90% | 13:36 | 08:56 | 11:23 | 12:47 | 14:19 | 23:33 | 02:56 | 02:10 | |
Wind Lace | 68 | 86.08% | 71.2 | 60.29% | -12.44% | -7.35% | +10.30% | 2.58% | 09:37 | 01:15 | 04:48 | 06:22 | 11:39 | 38:06 | 06:51 | 05:04 | |
Ring of Basilius | 72 | 91.14% | 69.2 | 59.72% | -25.99% | -9.72% | +6.95% | 3.07% | 07:01 | -01:29 | 03:37 | 06:35 | 09:03 | 18:42 | 05:26 | 04:01 | |
Black King Bar | 13 | 16.46% | 67.3 | 76.92% | +17.83% | -43.59% | -10.25% | 3.11% | 30:12 | 20:57 | 22:53 | 30:27 | 33:36 | 43:10 | 10:43 | 07:56 | |
Wraith Pact | 61 | 77.22% | 65.4 | 59.02% | -13.20% | +7.65% | -19.02% | -6.13% | 17:59 | 12:35 | 15:13 | 16:50 | 19:34 | 31:58 | 04:21 | 03:13 | |
Tranquil Boots | 58 | 73.42% | 63.5 | 58.62% | -12.81% | +1.38% | -1.48% | -0.50% | 12:03 | 03:04 | 06:25 | 07:03 | 12:06 | 50:30 | 05:41 | 04:12 | |
Hood of Defiance | 10 | 12.66% | 61.5 | 80.00% | +20.58% | -13.33% | -30.00% | -1.88% | 21:42 | 13:39 | 16:56 | 17:29 | 25:47 | 36:06 | 08:51 | 06:33 | |
Pipe of Insight | 7 | 8.86% | 59.6 | 85.71% | +25.99% | -35.71% | +14.29% | 23.44% | 25:02 | 19:33 | 23:39 | 25:05 | 25:47 | 31:35 | 02:08 | 01:34 | |
Void Stone | 9 | 11.39% | 57.7 | 77.78% | +17.78% | -27.78% | +22.22% | 4.08% | 30:51 | 10:02 | 24:17 | 29:56 | 36:33 | 51:13 | 12:16 | 09:05 | |
Aghanim's Scepter | 13 | 16.46% | 55.8 | 69.23% | +8.62% | -2.56% | -35.90% | -3.21% | 27:06 | 17:16 | 19:28 | 26:04 | 29:51 | 45:43 | 10:23 | 07:41 | |
Chainmail | 5 | 6.33% | 53.8 | 80.00% | +19.19% | +20.00% | +20.00% | 0.00% | 13:53 | 09:18 | 09:18 | 11:10 | 18:17 | 20:14 | 08:59 | 06:39 | |
Quelling Blade | 9 | 11.39% | 51.9 | 55.56% | -7.30% | -55.56% | -5.56% | 16.04% | 01:13 | -01:29 | -01:29 | -01:29 | 04:36 | 07:19 | 06:05 | 04:30 | |
Scythe of Vyse | 4 | 5.06% | 50.0 | 75.00% | +13.67% | -75.00% | +25.00% | 0.00% | 36:40 | 28:29 | 28:29 | 30:26 | 36:33 | 51:13 | 08:04 | 05:58 | |
Linken's Sphere | 2 | 2.53% | 48.1 | 100.00% | +38.96% | 0.00% | 0.00% | 0.00% | 35:09 | 31:32 | 31:32 | 38:45 | 38:45 | 38:45 | 07:13 | 05:20 | |
Bracer | 2 | 2.53% | 46.2 | 100.00% | +38.96% | 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 | 2.53% | 44.2 | 100.00% | +38.96% | 0.00% | 0.00% | 0.00% | 15:43 | 10:41 | 10:41 | 20:45 | 20:45 | 20:45 | 10:04 | 07:27 | |
Arcane Boots | 2 | 2.53% | 42.3 | 100.00% | +38.96% | 0.00% | 0.00% | 0.00% | 25:35 | 23:08 | 23:08 | 28:01 | 28:01 | 28:01 | 04:53 | 03:37 | |
Witch Blade | 2 | 2.53% | 40.4 | 100.00% | +38.96% | 0.00% | 0.00% | 0.00% | 12:13 | 11:58 | 11:58 | 12:28 | 12:28 | 12:28 | 00:30 | 00:22 | |
Sange | 3 | 3.80% | 38.5 | 66.67% | +4.83% | -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 | 3.80% | 36.5 | 66.67% | +4.83% | -66.67% | 0.00% | 0.00% | 32:29 | 29:45 | 29:45 | 33:28 | 34:15 | 34:15 | 04:30 | 03:20 | |
Helm of Iron Will | 1 | 1.27% | 34.6 | 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 | |
Crimson Guard | 1 | 1.27% | 32.7 | 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 | |
Wraith Band | 1 | 1.27% | 30.8 | 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 | |
Aeon Disk | 1 | 1.27% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 32:37 | 00:00 | 00:00 | |
Lotus Orb | 1 | 1.27% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 | |
Radiance | 1 | 1.27% | 25.0 | 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 | 1.27% | 23.1 | 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 | |
Urn of Shadows | 5 | 6.33% | 21.2 | 40.00% | -23.51% | +60.00% | -40.00% | 0.00% | 13:32 | 04:19 | 04:19 | 11:02 | 20:24 | 26:18 | 16:05 | 11:54 | |
Spirit Vessel | 4 | 5.06% | 19.2 | 25.00% | -39.00% | +75.00% | -25.00% | 0.00% | 17:49 | 11:44 | 11:44 | 12:32 | 15:42 | 31:17 | 03:58 | 02:56 | |
Fluffy Hat | 3 | 3.80% | 17.3 | 0.00% | -64.47% | 0.00% | 0.00% | 0.00% | 27:39 | 03:33 | 03:33 | 32:01 | 47:23 | 47:23 | 43:50 | 32:28 | |
Force Staff | 2 | 2.53% | 15.4 | 0.00% | -63.64% | 0.00% | 0.00% | 0.00% | 41:00 | 34:36 | 34:36 | 47:23 | 47:23 | 47:23 | 12:47 | 09:28 | |
Hurricane Pike | 1 | 1.27% | 13.5 | 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 | |
Crown | 1 | 1.27% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 | |
Dragon Lance | 1 | 1.27% | 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 | |
Medallion of Courage | 1 | 1.27% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 00:00 | 00:00 | |
Skull Basher | 1 | 1.27% | 5.8 | 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 | |
Orchid Malevolence | 1 | 1.27% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 | |
Solar Crest | 1 | 1.27% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |