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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 | |
Magic Wand | 29 | 47.54% | 100.0 | 72.41% | +38.03% | -15.27% | -0.98% | 1.86% | 09:54 | 01:27 | 05:09 | 09:01 | 12:49 | 30:44 | 07:40 | 05:40 | |
Black King Bar | 18 | 29.51% | 97.7 | 72.22% | +28.03% | -32.22% | +2.78% | 6.10% | 33:03 | 25:06 | 29:08 | 31:02 | 34:52 | 46:48 | 05:44 | 04:14 | |
Guardian Greaves | 12 | 19.67% | 95.3 | 75.00% | +28.06% | -8.33% | -8.33% | 0.00% | 27:01 | 16:27 | 17:36 | 25:46 | 32:26 | 35:30 | 14:50 | 10:59 | |
Void Stone | 23 | 37.70% | 93.0 | 65.22% | +20.48% | +1.45% | +18.11% | 1.23% | 26:39 | 09:05 | 20:30 | 29:03 | 34:00 | 37:17 | 13:30 | 10:00 | |
Aghanim's Shard | 43 | 70.49% | 90.7 | 58.14% | +19.25% | +32.77% | -21.78% | -9.95% | 26:29 | 20:04 | 23:12 | 25:08 | 28:41 | 40:37 | 05:29 | 04:03 | |
Blink Dagger | 52 | 85.25% | 88.4 | 55.77% | +22.44% | +13.46% | -9.62% | -5.72% | 22:34 | 13:21 | 19:48 | 21:31 | 23:50 | 41:32 | 04:02 | 02:59 | |
Orchid Malevolence | 9 | 14.75% | 86.0 | 77.78% | +29.70% | +22.22% | -77.78% | 0.00% | 14:07 | 10:54 | 11:48 | 13:28 | 15:39 | 19:01 | 03:51 | 02:51 | |
Boots of Speed | 60 | 98.36% | 83.7 | 53.33% | +53.33% | -6.66% | +6.67% | 4.62% | 06:59 | 03:13 | 04:26 | 05:32 | 07:19 | 21:10 | 02:53 | 02:08 | |
Magic Stick | 41 | 67.21% | 81.4 | 56.10% | +11.10% | +13.90% | +13.90% | 0.00% | 05:36 | -01:29 | -01:29 | 04:00 | 07:52 | 30:44 | 09:21 | 06:55 | |
Buckler | 13 | 21.31% | 79.1 | 69.23% | +21.31% | -2.56% | -2.56% | 0.00% | 25:03 | 12:32 | 17:08 | 25:32 | 31:43 | 34:20 | 14:35 | 10:48 | |
Vanguard | 15 | 24.59% | 76.7 | 66.67% | +18.84% | +33.33% | +8.33% | -9.04% | 10:14 | 05:51 | 06:22 | 07:29 | 09:08 | 33:09 | 02:46 | 02:02 | |
Quelling Blade | 51 | 83.61% | 74.4 | 52.94% | +2.94% | -14.48% | +0.91% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 | |
Aghanim's Scepter | 34 | 55.74% | 72.1 | 55.88% | +7.73% | +21.90% | -18.38% | -8.45% | 18:41 | 14:17 | 15:54 | 17:38 | 20:40 | 31:01 | 04:46 | 03:31 | |
Arcane Boots | 50 | 81.97% | 69.8 | 52.00% | -2.55% | +1.85% | +6.33% | 2.10% | 09:49 | 04:39 | 06:59 | 07:41 | 09:07 | 35:52 | 02:08 | 01:34 | |
Ring of Health | 33 | 54.10% | 67.4 | 54.55% | +4.55% | +20.45% | +7.95% | -1.02% | 11:48 | 02:39 | 03:32 | 05:56 | 15:49 | 35:51 | 12:17 | 09:05 | |
Aeon Disk | 8 | 13.11% | 65.1 | 75.00% | +25.94% | +25.00% | -25.00% | 0.00% | 33:04 | 26:04 | 30:28 | 30:54 | 35:21 | 38:27 | 04:53 | 03:37 | |
Aether Lens | 3 | 4.92% | 62.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:38 | 11:50 | 11:50 | 20:30 | 32:35 | 32:35 | 20:45 | 15:22 | |
Refresher Orb | 3 | 4.92% | 60.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 41:55 | 35:08 | 35:08 | 37:03 | 53:33 | 53:33 | 18:25 | 13:38 | |
Mekansm | 18 | 29.51% | 58.1 | 55.56% | +4.40% | +24.44% | +19.44% | -0.64% | 15:58 | 09:37 | 11:33 | 12:15 | 19:22 | 34:19 | 07:49 | 05:47 | |
Chainmail | 18 | 29.51% | 55.8 | 55.56% | +4.40% | +4.44% | +19.44% | 2.80% | 13:13 | 07:28 | 08:49 | 09:30 | 14:11 | 34:19 | 05:22 | 03:58 | |
Headdress | 21 | 34.43% | 53.5 | 52.38% | -0.12% | +7.62% | -12.38% | -3.75% | 11:07 | 01:57 | 06:53 | 09:40 | 12:13 | 29:43 | 05:20 | 03:57 | |
Ring of Protection | 21 | 34.43% | 51.2 | 52.38% | -0.12% | -52.38% | +27.62% | 5.26% | 09:11 | -01:29 | -01:28 | 04:48 | 16:41 | 34:05 | 18:09 | 13:26 | |
Null Talisman | 22 | 36.07% | 48.8 | 50.00% | -3.85% | 0.00% | -30.00% | -18.18% | 01:58 | -01:29 | 01:19 | 01:49 | 02:58 | 08:14 | 01:39 | 01:13 | |
Lotus Orb | 11 | 18.03% | 46.5 | 54.55% | +2.55% | +12.12% | +12.12% | 0.00% | 27:14 | 16:18 | 22:49 | 26:08 | 29:13 | 42:33 | 06:24 | 04:44 | |
Octarine Core | 2 | 3.28% | 44.2 | 100.00% | +49.15% | 0.00% | 0.00% | 0.00% | 25:28 | 16:32 | 16:32 | 34:23 | 34:23 | 34:23 | 17:51 | 13:13 | |
Sange | 2 | 3.28% | 41.9 | 100.00% | +49.15% | 0.00% | 0.00% | 0.00% | 29:42 | 27:42 | 27:42 | 31:42 | 31:42 | 31:42 | 04:00 | 02:57 | |
Shiva's Guard | 2 | 3.28% | 39.5 | 100.00% | +49.15% | 0.00% | 0.00% | 0.00% | 34:18 | 34:12 | 34:12 | 34:24 | 34:24 | 34:24 | 00:12 | 00:08 | |
Soul Ring | 13 | 21.31% | 37.2 | 46.15% | -8.02% | -12.82% | -12.82% | 0.00% | 05:07 | 01:43 | 03:09 | 04:24 | 06:50 | 09:45 | 03:41 | 02:43 | |
Bottle | 19 | 31.15% | 34.9 | 36.84% | -22.68% | +23.16% | +3.16% | -20.00% | 02:30 | 01:16 | 01:53 | 02:18 | 02:46 | 04:37 | 00:53 | 00:39 | |
Ghost Scepter | 3 | 4.92% | 32.6 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 26:36 | 22:11 | 22:11 | 27:31 | 30:07 | 30:07 | 07:56 | 05:52 | |
Linken's Sphere | 1 | 1.64% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 1.64% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 00:00 | 00:00 | |
Wind Lace | 1 | 1.64% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 08:49 | 00:00 | 00:00 | |
Power Treads | 1 | 1.64% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 | |
Kaya | 1 | 1.64% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 1.64% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 28:05 | 00:00 | 00:00 | |
Helm of Iron Will | 2 | 3.28% | 16.3 | 50.00% | -2.54% | -50.00% | 0.00% | 0.00% | 16:34 | 14:24 | 14:24 | 18:44 | 18:44 | 18:44 | 04:20 | 03:12 | |
Crimson Guard | 2 | 3.28% | 14.0 | 50.00% | -2.54% | -50.00% | 0.00% | 0.00% | 18:14 | 17:20 | 17:20 | 19:07 | 19:07 | 19:07 | 01:47 | 01:19 | |
Force Staff | 3 | 4.92% | 11.6 | 33.33% | -20.12% | -33.33% | 0.00% | 0.00% | 22:32 | 16:23 | 16:23 | 17:03 | 34:10 | 34:10 | 17:47 | 13:10 | |
Fluffy Hat | 3 | 4.92% | 9.3 | 33.33% | -20.12% | -33.33% | 0.00% | 0.00% | 17:33 | 13:17 | 13:17 | 14:21 | 25:01 | 25:01 | 11:44 | 08:41 | |
Pipe of Insight | 4 | 6.56% | 7.0 | 25.00% | -29.39% | -25.00% | +75.00% | 0.00% | 21:58 | 15:44 | 15:44 | 17:27 | 23:08 | 31:33 | 07:24 | 05:28 | |
Hood of Defiance | 7 | 11.48% | 4.7 | 14.29% | -43.12% | -14.29% | +35.71% | 0.00% | 13:32 | 06:31 | 10:25 | 12:36 | 13:00 | 28:16 | 02:35 | 01:54 | |
Scythe of Vyse | 2 | 3.28% | 2.3 | 0.00% | -54.24% | 0.00% | 0.00% | 0.00% | 38:19 | 36:56 | 36:56 | 39:42 | 39:42 | 39:42 | 02:46 | 02:02 |