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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Eternal Shroud | 28 | 50.00% | 100.0 | 64.29% | +25.00% | -7.15% | -21.43% | -1.83% | 22:33 | 12:34 | 17:27 | 22:20 | 25:14 | 32:55 | 07:47 | 05:45 | |
Aghanim's Scepter | 32 | 57.14% | 97.8 | 62.50% | +25.00% | +12.50% | -12.50% | -3.27% | 23:55 | 16:36 | 19:55 | 21:23 | 27:34 | 35:11 | 07:39 | 05:40 | |
Bottle | 32 | 57.14% | 95.6 | 59.38% | +17.71% | +3.12% | -21.88% | -25.00% | 01:47 | 00:36 | 01:18 | 01:31 | 01:43 | 06:08 | 00:25 | 00:18 | |
Sange | 42 | 75.00% | 93.3 | 54.76% | +11.90% | -9.31% | +25.24% | 4.75% | 19:40 | 09:00 | 15:19 | 19:18 | 22:35 | 33:50 | 07:16 | 05:22 | |
Boots of Speed | 56 | 100.00% | 91.1 | 51.79% | +51.79% | +12.50% | -1.79% | -2.88% | 05:46 | 02:12 | 03:01 | 06:11 | 07:59 | 11:31 | 04:58 | 03:40 | |
Magic Stick | 56 | 100.00% | 88.9 | 51.79% | +51.79% | +5.35% | -1.79% | -1.26% | 05:01 | -01:29 | 02:09 | 04:08 | 07:50 | 15:10 | 05:41 | 04:12 | |
Ring of Health | 56 | 100.00% | 86.7 | 51.79% | +51.79% | -8.93% | +5.35% | 3.69% | 06:38 | 02:00 | 04:18 | 06:06 | 08:10 | 21:51 | 03:52 | 02:51 | |
Quelling Blade | 54 | 96.43% | 84.4 | 51.85% | +1.85% | -1.85% | +2.00% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 | |
Vanguard | 48 | 85.71% | 82.2 | 52.08% | +2.08% | -10.41% | -2.08% | 1.94% | 10:04 | 04:30 | 06:59 | 08:55 | 11:16 | 37:08 | 04:17 | 03:10 | |
Ring of Protection | 28 | 50.00% | 80.0 | 57.14% | +10.71% | -28.57% | +14.29% | 7.06% | 08:27 | -01:29 | 01:20 | 04:45 | 07:24 | 42:23 | 06:04 | 04:29 | |
Magic Wand | 52 | 92.86% | 77.8 | 50.00% | -25.00% | -3.85% | -26.92% | -5.37% | 08:47 | 01:48 | 06:27 | 08:08 | 10:45 | 22:06 | 04:18 | 03:11 | |
Hood of Defiance | 45 | 80.36% | 75.6 | 51.11% | -3.44% | +12.53% | -5.66% | -3.37% | 11:23 | 05:02 | 07:37 | 12:00 | 13:01 | 25:45 | 05:24 | 04:00 | |
Phase Boots | 23 | 41.07% | 73.3 | 56.52% | +8.04% | -6.52% | +10.15% | 3.79% | 11:57 | 05:15 | 09:04 | 11:55 | 13:28 | 23:47 | 04:24 | 03:15 | |
Soul Ring | 23 | 41.07% | 71.1 | 56.52% | +8.04% | -6.52% | -6.52% | 0.00% | 05:43 | 02:09 | 03:26 | 06:10 | 07:39 | 11:34 | 04:13 | 03:07 | |
Chainmail | 24 | 42.86% | 68.9 | 54.17% | +4.17% | -4.17% | +12.50% | 3.97% | 11:06 | 04:40 | 08:39 | 10:02 | 12:51 | 23:47 | 04:12 | 03:06 | |
Buckler | 7 | 12.50% | 66.7 | 71.43% | +22.45% | -21.43% | -21.43% | 0.00% | 35:37 | 30:07 | 31:51 | 33:54 | 35:38 | 43:27 | 03:47 | 02:48 | |
Abyssal Blade | 7 | 12.50% | 64.4 | 71.43% | +22.45% | +28.57% | -21.43% | 0.00% | 41:29 | 29:55 | 37:08 | 39:53 | 41:17 | 58:18 | 04:09 | 03:04 | |
Kaya | 5 | 8.93% | 62.2 | 80.00% | +30.98% | +20.00% | +20.00% | 0.00% | 25:42 | 22:38 | 22:38 | 24:35 | 25:19 | 31:35 | 02:41 | 01:59 | |
Lotus Orb | 15 | 26.79% | 60.0 | 53.33% | +2.11% | +21.67% | -3.33% | -5.17% | 21:25 | 13:32 | 17:46 | 21:10 | 22:36 | 31:45 | 04:50 | 03:34 | |
Black King Bar | 10 | 17.86% | 57.8 | 60.00% | +10.00% | +40.00% | -60.00% | -27.65% | 28:19 | 16:00 | 26:55 | 27:11 | 30:32 | 43:32 | 03:37 | 02:40 | |
Yasha | 18 | 32.14% | 55.6 | 50.00% | -2.63% | -10.00% | +50.00% | 7.36% | 24:06 | 12:40 | 18:19 | 23:47 | 26:28 | 48:20 | 08:09 | 06:02 | |
Power Treads | 21 | 37.50% | 53.3 | 47.62% | -6.67% | -7.62% | -27.62% | -4.40% | 13:14 | 05:59 | 09:31 | 10:59 | 14:04 | 38:24 | 04:33 | 03:22 | |
Skull Basher | 8 | 14.29% | 51.1 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 36:41 | 25:12 | 28:45 | 33:53 | 38:32 | 52:19 | 09:47 | 07:14 | |
Void Stone | 16 | 28.57% | 48.9 | 50.00% | -2.50% | +25.00% | 0.00% | -4.89% | 21:14 | 11:57 | 17:46 | 21:05 | 22:53 | 30:18 | 05:07 | 03:47 | |
Assault Cuirass | 6 | 10.71% | 46.7 | 66.67% | +16.67% | -16.67% | +33.33% | 0.00% | 36:33 | 30:51 | 32:16 | 33:10 | 42:36 | 44:21 | 10:20 | 07:39 | |
Sange and Yasha | 17 | 30.36% | 44.4 | 47.06% | -6.79% | +2.94% | +27.94% | 3.12% | 24:07 | 12:40 | 18:18 | 24:03 | 26:19 | 48:45 | 08:01 | 05:56 | |
Kaya and Sange | 4 | 7.14% | 42.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 24:39 | 23:02 | 23:02 | 24:36 | 25:05 | 25:54 | 02:03 | 01:31 | |
Blink Dagger | 2 | 3.57% | 40.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:19 | 20:19 | 20:19 | 36:19 | 36:19 | 36:19 | 16:00 | 11:51 | |
Heaven's Halberd | 12 | 21.43% | 37.8 | 41.67% | -12.88% | -8.34% | +25.00% | 4.06% | 24:57 | 17:27 | 18:25 | 23:26 | 26:38 | 34:12 | 08:13 | 06:05 | |
Heart of Tarrasque | 3 | 5.36% | 35.6 | 66.67% | +15.73% | +33.33% | 0.00% | 0.00% | 41:14 | 33:42 | 33:42 | 35:01 | 55:00 | 55:00 | 21:18 | 15:46 | |
Arcane Boots | 4 | 7.14% | 33.3 | 50.00% | -1.92% | +50.00% | -50.00% | 0.00% | 15:32 | 12:42 | 12:42 | 13:43 | 15:40 | 20:04 | 02:58 | 02:11 | |
Aghanim's Shard | 9 | 16.07% | 31.1 | 33.33% | -21.99% | +66.67% | -33.33% | 0.00% | 31:46 | 20:16 | 21:39 | 26:35 | 38:01 | 59:58 | 16:22 | 12:07 | |
Solar Crest | 1 | 1.79% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 | |
Crown | 1 | 1.79% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 | |
Medallion of Courage | 1 | 1.79% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 14:26 | 00:00 | 00:00 | |
Bloodstone | 1 | 1.79% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 | |
Blight Stone | 1 | 1.79% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 13:15 | 00:00 | 00:00 | |
Wind Lace | 4 | 7.14% | 17.8 | 25.00% | -28.85% | -25.00% | +75.00% | 0.00% | 08:30 | 02:12 | 02:12 | 03:42 | 11:40 | 16:24 | 09:28 | 07:00 | |
Morbid Mask | 1 | 1.79% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 38:04 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 1.79% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 | |
Satanic | 1 | 1.79% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 38:16 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 1.79% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 | |
Bracer | 1 | 1.79% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:46 | 08:46 | 08:46 | 08:46 | 08:46 | 08:46 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 1.79% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 13:04 | 00:00 | 00:00 | |
Blade Mail | 1 | 1.79% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 11:20 | 00:00 | 00:00 |