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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 | |
Chainmail | 33 | 64.71% | 100.0 | 51.52% | +34.85% | -1.52% | -1.52% | 0.00% | 22:17 | 12:03 | 15:59 | 19:46 | 23:27 | 1:10:18 | 07:28 | 05:31 | |
Bottle | 3 | 5.88% | 97.6 | 100.00% | +64.58% | 0.00% | 0.00% | 0.00% | 05:21 | 04:04 | 04:04 | 04:38 | 07:20 | 07:20 | 03:16 | 02:25 | |
Blade Mail | 3 | 5.88% | 95.1 | 100.00% | +64.58% | 0.00% | 0.00% | 0.00% | 31:02 | 21:07 | 21:07 | 25:33 | 46:27 | 46:27 | 25:20 | 18:45 | |
Vanguard | 20 | 39.22% | 92.7 | 55.00% | +25.97% | +25.00% | -15.00% | -3.92% | 19:28 | 09:02 | 12:47 | 16:50 | 23:00 | 36:44 | 10:13 | 07:34 | |
Blight Stone | 19 | 37.25% | 90.2 | 52.63% | +21.38% | +7.37% | -12.63% | -4.03% | 17:32 | 10:55 | 15:21 | 17:14 | 20:19 | 24:19 | 04:58 | 03:40 | |
Medallion of Courage | 19 | 37.25% | 87.8 | 52.63% | +21.38% | +7.37% | -32.63% | -7.36% | 18:35 | 12:53 | 15:45 | 17:21 | 21:11 | 25:14 | 05:26 | 04:01 | |
Ring of Health | 35 | 68.63% | 85.4 | 45.71% | +20.71% | -1.27% | -1.27% | 0.00% | 18:39 | 07:25 | 11:41 | 15:46 | 21:23 | 46:36 | 09:42 | 07:11 | |
Pipe of Insight | 17 | 33.33% | 82.9 | 52.94% | +20.59% | -27.94% | +22.06% | 5.11% | 25:40 | 16:07 | 20:19 | 25:22 | 30:06 | 37:30 | 09:47 | 07:14 | |
Headdress | 17 | 33.33% | 80.5 | 52.94% | +20.59% | -27.94% | +47.06% | 6.28% | 24:18 | 14:38 | 16:54 | 24:47 | 28:50 | 37:14 | 11:56 | 08:50 | |
Phase Boots | 42 | 82.35% | 78.0 | 42.86% | +20.64% | +11.69% | -2.86% | -3.38% | 08:35 | 04:03 | 05:49 | 07:13 | 10:07 | 18:12 | 04:18 | 03:11 | |
Stout Shield | 50 | 98.04% | 75.6 | 40.00% | +40.00% | +6.15% | -15.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 | |
Boots of Speed | 51 | 100.00% | 73.2 | 39.22% | +39.22% | -0.76% | -8.45% | -4.35% | 03:48 | 00:59 | 02:41 | 03:13 | 04:27 | 08:20 | 01:46 | 01:18 | |
Buckler | 13 | 25.49% | 70.7 | 53.85% | +19.64% | -20.52% | +12.82% | 0.00% | 23:30 | 13:30 | 17:24 | 21:23 | 25:55 | 40:17 | 08:31 | 06:18 | |
Crimson Guard | 13 | 25.49% | 68.3 | 53.85% | +19.64% | +12.82% | -20.52% | 0.00% | 25:58 | 17:55 | 19:33 | 23:00 | 32:49 | 40:34 | 13:16 | 09:49 | |
Magic Stick | 49 | 96.08% | 65.9 | 38.78% | -11.22% | +2.89% | +11.22% | 1.54% | 05:13 | 00:32 | 02:05 | 04:55 | 07:30 | 18:44 | 05:25 | 04:00 | |
Hood of Defiance | 22 | 43.14% | 63.4 | 45.45% | +10.97% | -12.12% | +14.55% | 2.86% | 19:47 | 09:04 | 14:26 | 17:17 | 23:46 | 34:08 | 09:20 | 06:54 | |
Quelling Blade | 29 | 56.86% | 61.0 | 41.38% | +5.02% | +15.76% | -27.09% | -42.85% | 02:11 | 00:30 | 01:05 | 01:27 | 02:01 | 10:37 | 00:56 | 00:41 | |
Solar Crest | 15 | 29.41% | 58.5 | 46.67% | +10.56% | +3.33% | +3.33% | 0.00% | 28:04 | 17:32 | 21:55 | 26:53 | 28:41 | 55:18 | 06:46 | 05:00 | |
Void Stone | 4 | 7.84% | 56.1 | 75.00% | +38.83% | +25.00% | -75.00% | 0.00% | 41:00 | 31:29 | 31:29 | 35:32 | 46:36 | 50:24 | 15:07 | 11:11 | |
Lotus Orb | 4 | 7.84% | 53.7 | 75.00% | +38.83% | +25.00% | -75.00% | 0.00% | 41:28 | 31:29 | 31:29 | 37:24 | 46:36 | 50:24 | 15:07 | 11:11 | |
Magic Wand | 42 | 82.35% | 51.2 | 33.33% | -33.34% | -6.06% | -3.33% | 0.49% | 10:48 | 04:39 | 07:30 | 09:24 | 13:05 | 23:45 | 05:35 | 04:08 | |
Urn of Shadows | 31 | 60.78% | 48.8 | 35.48% | -9.52% | +2.02% | +2.02% | 0.00% | 10:46 | 05:19 | 07:18 | 10:23 | 12:05 | 21:28 | 04:47 | 03:32 | |
Wind Lace | 20 | 39.22% | 46.3 | 40.00% | +1.29% | -20.00% | +20.00% | 9.52% | 17:06 | 08:50 | 12:45 | 15:21 | 16:57 | 39:30 | 04:12 | 03:06 | |
Black King Bar | 7 | 13.73% | 43.9 | 57.14% | +20.78% | -7.14% | -7.14% | 0.00% | 43:52 | 24:42 | 27:55 | 38:14 | 46:48 | 1:19:14 | 18:53 | 13:59 | |
Ring of Protection | 32 | 62.75% | 41.5 | 34.38% | -12.99% | -9.38% | +3.12% | 2.63% | 10:12 | 05:19 | 06:51 | 09:21 | 11:36 | 21:28 | 04:45 | 03:31 | |
Spirit Vessel | 15 | 29.41% | 39.0 | 40.00% | +1.11% | -15.00% | +35.00% | 13.04% | 21:05 | 16:07 | 17:34 | 18:38 | 21:24 | 39:55 | 03:50 | 02:50 | |
Sange | 8 | 15.69% | 36.6 | 37.50% | -2.03% | +12.50% | -37.50% | 0.00% | 33:47 | 20:13 | 28:05 | 30:42 | 37:17 | 47:09 | 09:12 | 06:48 | |
Nullifier | 4 | 7.84% | 34.1 | 50.00% | +11.70% | -50.00% | -50.00% | 0.00% | 43:02 | 40:42 | 40:42 | 41:17 | 41:50 | 48:20 | 01:08 | 00:50 | |
Bracer | 1 | 1.96% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 00:00 | 00:00 | |
Power Treads | 1 | 1.96% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 15:12 | 00:00 | 00:00 | |
Aghanim's Scepter | 5 | 9.80% | 26.8 | 40.00% | +0.87% | -40.00% | +60.00% | 0.00% | 42:45 | 38:04 | 38:04 | 41:04 | 44:50 | 49:02 | 06:46 | 05:00 | |
Helm of Iron Will | 5 | 9.80% | 24.4 | 40.00% | +0.87% | -40.00% | -40.00% | 0.00% | 42:58 | 33:28 | 33:28 | 41:15 | 48:20 | 51:04 | 14:52 | 11:00 | |
Heaven's Halberd | 7 | 13.73% | 22.0 | 28.57% | -12.34% | +21.43% | -28.57% | 0.00% | 35:13 | 24:35 | 28:08 | 35:16 | 38:40 | 47:09 | 10:32 | 07:48 | |
Hand of Midas | 2 | 3.92% | 19.5 | 50.00% | +11.22% | -50.00% | 0.00% | 0.00% | 15:53 | 15:14 | 15:14 | 16:31 | 16:31 | 16:31 | 01:17 | 00:57 | |
Glimmer Cape | 1 | 1.96% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 | |
Silver Edge | 1 | 1.96% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:32 | 1:04:32 | 1:04:32 | 1:04:32 | 1:04:32 | 1:04:32 | 00:00 | 00:00 | |
Blink Dagger | 1 | 1.96% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 00:00 | 00:00 | |
Tranquil Boots | 2 | 3.92% | 9.8 | 0.00% | -40.82% | 0.00% | 0.00% | 0.00% | 11:37 | 11:20 | 11:20 | 11:54 | 11:54 | 11:54 | 00:34 | 00:25 | |
Orb of Venom | 1 | 1.96% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Shadow Blade | 2 | 3.92% | 4.9 | 0.00% | -40.82% | 0.00% | 0.00% | 0.00% | 26:29 | 25:59 | 25:59 | 26:59 | 26:59 | 26:59 | 01:00 | 00:44 | |
Assault Cuirass | 1 | 1.96% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:30 | 1:10:30 | 1:10:30 | 1:10:30 | 1:10:30 | 1:10:30 | 00:00 | 00:00 |