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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 | |
 | Boots of Travel 2 | 21 | 15.91% | 100.0 | 90.48% | +40.03% | -10.48% | -10.48% | 0.00% | 42:56 | 25:02 | 33:06 | 40:53 | 49:10 | 1:10:01 | 16:04 | 11:54 |
 | Overwhelming Blink | 25 | 18.94% | 98.4 | 88.00% | +38.47% | +12.00% | -21.33% | -6.02% | 39:49 | 30:44 | 36:13 | 38:55 | 41:45 | 52:58 | 05:32 | 04:05 |
 | Octarine Core | 85 | 64.39% | 96.8 | 70.59% | +38.68% | +0.84% | -18.21% | -2.39% | 19:35 | 09:59 | 14:16 | 16:53 | 22:14 | 45:58 | 07:58 | 05:54 |
 | Shiva's Guard | 40 | 30.30% | 95.2 | 75.00% | +26.09% | +5.00% | +5.00% | 0.00% | 32:38 | 26:21 | 29:58 | 32:01 | 35:39 | 39:55 | 05:41 | 04:12 |
 | Void Stone | 88 | 66.67% | 93.5 | 69.32% | +37.50% | -1.14% | -19.32% | -1.99% | 18:39 | 08:21 | 13:02 | 16:04 | 22:09 | 45:23 | 09:07 | 06:45 |
 | Boots of Travel | 49 | 37.12% | 91.9 | 71.43% | +23.24% | +11.90% | -21.43% | -3.56% | 35:19 | 18:09 | 30:42 | 33:57 | 40:04 | 53:34 | 09:22 | 06:56 |
 | Refresher Orb | 32 | 24.24% | 90.3 | 75.00% | +24.00% | +12.50% | 0.00% | -1.86% | 40:33 | 28:46 | 35:30 | 38:55 | 42:13 | 1:10:31 | 06:43 | 04:58 |
 | Cornucopia | 33 | 25.00% | 88.7 | 72.73% | +21.21% | +2.27% | +2.27% | 0.00% | 39:49 | 26:40 | 34:03 | 39:12 | 42:06 | 1:10:30 | 08:03 | 05:57 |
 | Aghanim's Shard | 52 | 39.39% | 87.1 | 67.31% | +17.31% | +17.31% | -36.54% | -4.91% | 32:02 | 22:01 | 25:48 | 31:44 | 36:46 | 46:25 | 10:58 | 08:07 |
 | Blink Dagger | 120 | 90.91% | 85.5 | 60.00% | +35.00% | +6.67% | -20.00% | -4.40% | 22:02 | 12:31 | 18:30 | 21:38 | 24:34 | 36:19 | 06:04 | 04:29 |
 | Magic Wand | 97 | 73.48% | 83.9 | 60.82% | +15.11% | +5.85% | -10.82% | -2.29% | 04:11 | -01:29 | -01:29 | 01:52 | 08:45 | 23:35 | 10:14 | 07:34 |
 | Vanguard | 121 | 91.67% | 82.3 | 58.68% | +22.32% | +4.65% | -8.68% | -5.63% | 07:10 | 04:05 | 05:29 | 06:10 | 07:51 | 19:15 | 02:22 | 01:45 |
 | Arcane Boots | 121 | 91.67% | 80.6 | 58.68% | +22.32% | +1.32% | -2.01% | -0.72% | 09:47 | 03:40 | 07:16 | 08:40 | 11:53 | 28:52 | 04:37 | 03:25 |
 | Black King Bar | 88 | 66.67% | 79.0 | 60.23% | +10.23% | -14.78% | +7.95% | 3.52% | 25:26 | 18:19 | 21:42 | 23:33 | 28:09 | 45:47 | 06:27 | 04:46 |
 | Ring of Health | 129 | 97.73% | 77.4 | 57.36% | +24.03% | +11.39% | -4.23% | -10.08% | 04:26 | 01:00 | 02:35 | 03:04 | 04:08 | 31:10 | 01:33 | 01:08 |
 | Boots of Speed | 132 | 100.00% | 75.8 | 56.82% | +56.82% | -2.27% | -11.37% | -2.64% | 05:19 | -01:29 | 03:20 | 05:59 | 06:47 | 09:13 | 03:27 | 02:33 |
 | Wind Lace | 62 | 46.97% | 74.2 | 61.29% | +8.43% | -11.29% | +12.04% | 2.07% | 08:03 | -01:29 | 01:48 | 08:10 | 13:04 | 23:23 | 11:16 | 08:20 |
 | Hand of Midas | 100 | 75.76% | 72.6 | 56.00% | -3.38% | +12.00% | -20.00% | -18.46% | 12:31 | 09:33 | 11:27 | 12:18 | 13:11 | 18:31 | 01:44 | 01:17 |
 | Magic Stick | 61 | 46.21% | 71.0 | 57.38% | +1.04% | -4.05% | -4.05% | 0.00% | 02:32 | -01:30 | -01:29 | -01:28 | 06:58 | 19:18 | 08:27 | 06:15 |
 | Pipe of Insight | 44 | 33.33% | 69.4 | 59.09% | +3.41% | +4.55% | +22.73% | 4.38% | 17:53 | 12:24 | 15:28 | 17:29 | 19:37 | 30:17 | 04:09 | 03:04 |
 | Headdress | 50 | 37.88% | 67.7 | 56.00% | -1.32% | +13.23% | +2.33% | -2.39% | 15:41 | 10:17 | 12:57 | 15:31 | 17:31 | 23:36 | 04:34 | 03:22 |
 | Quelling Blade | 47 | 35.61% | 66.1 | 53.19% | -5.63% | +5.14% | -3.19% | 0.00% | -01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 00:20 | 00:00 | 00:00 |
 | Aghanim's Scepter | 15 | 11.36% | 64.5 | 66.67% | +11.11% | +8.33% | -16.67% | -2.98% | 38:46 | 27:32 | 33:04 | 35:09 | 41:27 | 1:01:23 | 08:23 | 06:12 |
 | Aeon Disk | 4 | 3.03% | 62.9 | 100.00% | +44.53% | 0.00% | 0.00% | 0.00% | 44:56 | 28:54 | 28:54 | 46:00 | 48:12 | 56:37 | 19:18 | 14:17 |
 | Aghanim's Blessing | 6 | 4.55% | 61.3 | 83.33% | +27.77% | +16.67% | -83.33% | 0.00% | 46:37 | 36:36 | 41:27 | 42:58 | 52:24 | 1:01:36 | 10:57 | 08:06 |
 | Guardian Greaves | 14 | 10.61% | 59.7 | 64.29% | +8.36% | +35.71% | +2.38% | 0.00% | 20:14 | 15:40 | 16:18 | 20:05 | 21:17 | 27:49 | 04:59 | 03:41 |
 | Mekansm | 14 | 10.61% | 58.1 | 64.29% | +8.36% | +35.71% | +2.38% | 0.00% | 17:18 | 13:05 | 13:53 | 17:06 | 18:03 | 23:34 | 04:10 | 03:05 |
 | Ring of Protection | 17 | 12.88% | 56.5 | 58.82% | +2.30% | +16.18% | -8.82% | -4.31% | 19:23 | 04:48 | 14:17 | 19:06 | 20:05 | 45:13 | 05:48 | 04:17 |
 | Buckler | 15 | 11.36% | 54.8 | 60.00% | +3.59% | +40.00% | -10.00% | -11.90% | 20:53 | 14:05 | 15:53 | 19:12 | 20:05 | 45:14 | 04:12 | 03:06 |
 | Chainmail | 20 | 15.15% | 53.2 | 55.00% | -2.14% | -15.00% | -15.00% | 0.00% | 13:24 | 04:33 | 06:54 | 13:52 | 17:19 | 23:34 | 10:25 | 07:42 |
 | Helm of Iron Will | 46 | 34.85% | 51.6 | 43.48% | -20.47% | -1.81% | +1.97% | 0.63% | 16:39 | 09:36 | 13:33 | 15:21 | 19:35 | 29:34 | 06:02 | 04:28 |
 | Crimson Guard | 46 | 34.85% | 50.0 | 43.48% | -20.47% | +6.52% | +1.97% | -0.73% | 18:18 | 12:07 | 15:27 | 16:42 | 21:43 | 29:34 | 06:16 | 04:38 |
 | Sange | 16 | 12.12% | 48.4 | 50.00% | -7.76% | -25.00% | 0.00% | 3.05% | 25:45 | 15:45 | 21:16 | 27:22 | 29:27 | 31:00 | 08:11 | 06:03 |
 | Heaven's Halberd | 15 | 11.36% | 46.8 | 46.67% | -11.45% | -21.67% | -21.67% | 0.00% | 27:09 | 17:23 | 23:04 | 29:36 | 30:23 | 33:21 | 07:19 | 05:25 |
 | Linken's Sphere | 4 | 3.03% | 45.2 | 75.00% | +18.75% | +25.00% | +25.00% | 0.00% | 40:29 | 36:57 | 36:57 | 39:14 | 40:26 | 45:17 | 03:29 | 02:34 |
 | Tranquil Boots | 3 | 2.27% | 43.5 | 66.67% | +10.08% | +33.33% | 0.00% | 0.00% | 06:37 | 03:48 | 03:48 | 07:18 | 08:46 | 08:46 | 04:58 | 03:40 |
 | Arcane Blink | 1 | 0.76% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.76% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Crown | 1 | 0.76% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 10:36 | 00:00 | 00:00 |
 | Kaya | 1 | 0.76% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 26:14 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.76% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Diadem | 1 | 0.76% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.76% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.76% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 48:11 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.76% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.76% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.76% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.76% | 24.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.76% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.76% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 06:55 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.76% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 14:09 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 1.52% | 17.7 | 50.00% | -6.92% | -50.00% | 0.00% | 0.00% | 30:46 | 25:45 | 25:45 | 35:46 | 35:46 | 35:46 | 10:01 | 07:25 |
 | Fluffy Hat | 2 | 1.52% | 16.1 | 50.00% | -6.92% | -50.00% | 0.00% | 0.00% | 23:05 | 09:51 | 09:51 | 36:18 | 36:18 | 36:18 | 26:27 | 19:35 |
 | Drum of Endurance | 2 | 1.52% | 14.5 | 50.00% | -6.92% | -50.00% | 0.00% | 0.00% | 17:09 | 16:03 | 16:03 | 18:14 | 18:14 | 18:14 | 02:11 | 01:37 |
 | Lotus Orb | 3 | 2.27% | 12.9 | 33.33% | -24.03% | +66.67% | 0.00% | 0.00% | 27:31 | 23:27 | 23:27 | 26:32 | 32:35 | 32:35 | 09:08 | 06:45 |
 | Phase Boots | 5 | 3.79% | 11.3 | 20.00% | -38.27% | -20.00% | -20.00% | 0.00% | 07:41 | 06:21 | 06:21 | 07:32 | 08:27 | 09:07 | 02:06 | 01:33 |
 | Skull Basher | 1 | 0.76% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 1:06:32 | 00:00 | 00:00 |
 | Radiance | 1 | 0.76% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 22:39 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.76% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 1:06:43 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.76% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 45:41 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.76% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Pavise | 1 | 0.76% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |