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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 | |
Aghanim's Shard | 41 | 52.56% | 100.0 | 53.66% | +32.04% | -3.66% | +6.34% | 1.68% | 27:11 | 20:02 | 22:59 | 24:57 | 28:56 | 49:02 | 05:57 | 04:24 | |
Blink Dagger | 44 | 56.41% | 97.7 | 45.45% | +16.04% | -18.18% | -9.09% | 1.30% | 22:23 | 10:59 | 17:20 | 21:16 | 24:20 | 49:16 | 07:00 | 05:11 | |
Force Staff | 16 | 20.51% | 95.3 | 56.25% | +22.38% | -31.25% | -6.25% | 2.49% | 27:13 | 16:15 | 21:48 | 29:03 | 31:51 | 34:34 | 10:03 | 07:26 | |
Hood of Defiance | 41 | 52.56% | 93.0 | 43.90% | +11.47% | -13.90% | +6.10% | 3.25% | 12:12 | 06:07 | 08:53 | 12:00 | 15:02 | 20:23 | 06:09 | 04:33 | |
Ring of Health | 44 | 56.41% | 90.7 | 43.18% | +10.83% | +2.27% | +20.46% | 2.08% | 08:38 | 00:50 | 03:31 | 07:24 | 12:15 | 20:15 | 08:44 | 06:28 | |
Boots of Speed | 78 | 100.00% | 88.4 | 38.46% | +38.46% | -8.46% | -1.62% | 1.62% | 03:44 | -01:29 | 01:54 | 03:49 | 06:08 | 10:48 | 04:14 | 03:08 | |
Magic Stick | 67 | 85.90% | 86.0 | 38.81% | +2.45% | -9.40% | +2.37% | 1.66% | 04:56 | -01:29 | 01:04 | 04:48 | 08:09 | 17:29 | 07:05 | 05:14 | |
Aether Lens | 15 | 19.23% | 83.7 | 53.33% | +18.41% | -28.33% | -3.33% | 2.03% | 30:16 | 17:01 | 23:26 | 31:12 | 35:46 | 41:09 | 12:20 | 09:08 | |
Fluffy Hat | 21 | 26.92% | 81.4 | 47.62% | +12.53% | -27.62% | +12.38% | 2.80% | 18:26 | 05:05 | 11:08 | 15:25 | 25:24 | 34:34 | 14:16 | 10:34 | |
Wind Lace | 58 | 74.36% | 79.1 | 37.93% | -2.07% | -4.60% | -2.22% | 0.55% | 06:01 | -01:29 | 03:37 | 05:46 | 07:56 | 19:15 | 04:19 | 03:11 | |
Ring of Protection | 27 | 34.62% | 76.7 | 44.44% | +9.15% | -15.87% | +41.27% | 6.48% | 05:48 | -01:29 | -01:29 | 05:15 | 10:18 | 43:33 | 11:47 | 08:43 | |
Tranquil Boots | 49 | 62.82% | 74.4 | 38.78% | +0.85% | +11.22% | -13.78% | -6.30% | 07:49 | 02:57 | 05:35 | 06:45 | 09:33 | 21:12 | 03:58 | 02:56 | |
Void Stone | 16 | 20.51% | 72.1 | 50.00% | +14.52% | -25.00% | 0.00% | 1.87% | 29:18 | 11:55 | 22:12 | 29:10 | 35:35 | 40:50 | 13:23 | 09:54 | |
Magic Wand | 52 | 66.67% | 69.8 | 36.54% | -5.77% | +9.61% | -28.85% | -7.72% | 09:55 | 01:59 | 07:05 | 09:50 | 12:04 | 22:55 | 04:59 | 03:41 | |
Black King Bar | 28 | 35.90% | 67.4 | 39.29% | +1.29% | +17.85% | -10.72% | -3.82% | 30:15 | 20:14 | 25:45 | 29:22 | 33:14 | 42:29 | 07:29 | 05:32 | |
Orb of Venom | 15 | 19.23% | 65.1 | 46.67% | +10.16% | +28.33% | +3.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 | |
Bracer | 12 | 15.38% | 62.8 | 50.00% | +13.64% | +16.67% | +50.00% | 0.00% | -01:13 | -01:29 | -01:29 | -01:29 | -01:29 | 01:38 | 00:00 | 00:00 | |
Soul Ring | 10 | 12.82% | 60.5 | 50.00% | +13.24% | -50.00% | 0.00% | 0.00% | 11:12 | 06:17 | 10:19 | 11:16 | 12:19 | 15:56 | 02:00 | 01:28 | |
Chainmail | 29 | 37.18% | 58.1 | 34.48% | -6.34% | -5.91% | +8.38% | 3.21% | 08:02 | 00:43 | 05:01 | 08:53 | 09:28 | 21:56 | 04:27 | 03:17 | |
Phase Boots | 27 | 34.62% | 55.8 | 33.33% | -7.85% | -19.04% | -4.76% | 3.63% | 09:27 | 04:23 | 06:58 | 09:07 | 10:54 | 23:45 | 03:56 | 02:54 | |
Arcane Boots | 3 | 3.85% | 53.5 | 66.67% | +29.34% | +33.33% | 0.00% | 0.00% | 17:09 | 10:25 | 10:25 | 14:11 | 26:50 | 26:50 | 16:25 | 12:09 | |
Sange | 3 | 3.85% | 51.2 | 66.67% | +29.34% | +33.33% | 0.00% | 0.00% | 22:30 | 16:01 | 16:01 | 21:10 | 30:18 | 30:18 | 14:17 | 10:34 | |
Glimmer Cape | 3 | 3.85% | 48.8 | 66.67% | +29.34% | -66.67% | 0.00% | 0.00% | 24:31 | 11:41 | 11:41 | 21:34 | 40:17 | 40:17 | 28:36 | 21:11 | |
Helm of Iron Will | 3 | 3.85% | 46.5 | 66.67% | +29.34% | +33.33% | 0.00% | 0.00% | 22:32 | 18:17 | 18:17 | 23:07 | 26:12 | 26:12 | 07:55 | 05:51 | |
Heaven's Halberd | 3 | 3.85% | 44.2 | 66.67% | +29.34% | +33.33% | 0.00% | 0.00% | 31:25 | 21:40 | 21:40 | 35:59 | 36:36 | 36:36 | 14:56 | 11:03 | |
Quelling Blade | 19 | 24.36% | 41.9 | 26.32% | -16.05% | -6.32% | -26.32% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -01:17 | 00:00 | 00:00 | |
Overwhelming Blink | 4 | 5.13% | 39.5 | 50.00% | +12.16% | +50.00% | -50.00% | 0.00% | 42:45 | 38:55 | 38:55 | 40:32 | 41:05 | 50:28 | 02:10 | 01:36 | |
Aghanim's Scepter | 15 | 19.23% | 37.2 | 26.67% | -14.60% | -1.67% | +23.33% | 3.26% | 24:09 | 17:58 | 19:01 | 22:26 | 26:41 | 32:58 | 07:40 | 05:40 | |
Heart of Tarrasque | 1 | 1.28% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:32 | 50:32 | 50:32 | 50:32 | 50:32 | 50:32 | 00:00 | 00:00 | |
Assault Cuirass | 1 | 1.28% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 43:51 | 00:00 | 00:00 | |
Crown | 1 | 1.28% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 23:07 | 00:00 | 00:00 | |
Helm of the Dominator | 1 | 1.28% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:29 | 25:29 | 25:29 | 25:29 | 25:29 | 25:29 | 00:00 | 00:00 | |
Vanguard | 11 | 14.10% | 25.6 | 27.27% | -13.03% | +39.40% | -27.27% | 0.00% | 08:58 | 05:04 | 06:47 | 07:46 | 09:19 | 15:15 | 02:32 | 01:52 | |
Urn of Shadows | 7 | 8.97% | 23.3 | 28.57% | -10.87% | -28.57% | +21.43% | 0.00% | 09:17 | 04:13 | 08:36 | 09:52 | 10:23 | 11:22 | 01:47 | 01:19 | |
Blade Mail | 2 | 2.56% | 20.9 | 50.00% | +11.84% | -50.00% | 0.00% | 0.00% | 16:18 | 14:57 | 14:57 | 17:39 | 17:39 | 17:39 | 02:42 | 02:00 | |
Bottle | 2 | 2.56% | 18.6 | 50.00% | +11.84% | -50.00% | 0.00% | 0.00% | 01:48 | 01:33 | 01:33 | 02:02 | 02:02 | 02:02 | 00:29 | 00:21 | |
Crimson Guard | 2 | 2.56% | 16.3 | 50.00% | +11.84% | +50.00% | 0.00% | 0.00% | 23:26 | 19:46 | 19:46 | 27:06 | 27:06 | 27:06 | 07:20 | 05:25 | |
Buckler | 2 | 2.56% | 14.0 | 50.00% | +11.84% | -50.00% | 0.00% | 0.00% | 22:48 | 02:02 | 02:02 | 43:33 | 43:33 | 43:33 | 41:31 | 30:45 | |
Shiva's Guard | 3 | 3.85% | 11.6 | 33.33% | -5.34% | +66.67% | 0.00% | 0.00% | 38:25 | 34:47 | 34:47 | 39:43 | 40:46 | 40:46 | 05:59 | 04:25 | |
Eternal Shroud | 4 | 5.13% | 9.3 | 25.00% | -14.19% | -25.00% | -25.00% | 0.00% | 28:21 | 15:51 | 15:51 | 21:43 | 33:04 | 42:46 | 17:13 | 12:45 | |
Ghost Scepter | 5 | 6.41% | 7.0 | 20.00% | -19.73% | -20.00% | +80.00% | 0.00% | 23:53 | 17:16 | 17:16 | 24:48 | 28:09 | 29:09 | 10:53 | 08:03 | |
Spirit Vessel | 2 | 2.56% | 4.7 | 0.00% | -39.47% | 0.00% | 0.00% | 0.00% | 17:03 | 15:25 | 15:25 | 18:40 | 18:40 | 18:40 | 03:15 | 02:24 | |
Ring of Basilius | 1 | 1.28% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |