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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 | |
 | Scythe of Vyse | 16 | 18.82% | 100.0 | 81.25% | +31.97% | +18.75% | -6.25% | -2.64% | 34:12 | 24:39 | 28:57 | 32:29 | 38:26 | 55:31 | 09:29 | 07:01 |
 | Sange | 50 | 58.82% | 97.7 | 66.00% | +26.00% | +10.92% | -7.67% | -1.94% | 25:18 | 12:26 | 20:29 | 23:48 | 30:03 | 54:20 | 09:34 | 07:05 |
 | Kaya and Sange | 51 | 60.00% | 95.5 | 64.71% | +23.53% | +12.21% | -10.86% | -2.39% | 26:01 | 12:52 | 20:50 | 24:43 | 30:29 | 54:20 | 09:39 | 07:08 |
 | Kaya | 71 | 83.53% | 93.2 | 60.56% | +31.99% | -5.00% | -16.12% | -1.32% | 20:37 | 09:59 | 16:09 | 19:29 | 24:34 | 54:20 | 08:25 | 06:14 |
 | Chainmail | 74 | 87.06% | 90.9 | 59.46% | +32.19% | -6.83% | -3.90% | 1.16% | 13:58 | 08:47 | 12:06 | 13:19 | 14:37 | 31:29 | 02:31 | 01:51 |
 | Witch Blade | 72 | 84.71% | 88.6 | 58.33% | +19.87% | +8.34% | -2.77% | -3.92% | 15:09 | 10:52 | 13:17 | 14:23 | 16:07 | 31:29 | 02:50 | 02:05 |
 | Void Stone | 27 | 31.76% | 86.4 | 66.67% | +16.67% | -9.53% | +4.76% | 1.43% | 30:26 | 11:27 | 24:39 | 30:18 | 34:37 | 43:32 | 09:58 | 07:22 |
 | Magic Wand | 79 | 92.94% | 84.1 | 56.96% | +23.63% | +3.04% | -1.96% | -1.14% | 07:11 | -01:29 | 04:13 | 05:45 | 08:37 | 26:09 | 04:24 | 03:15 |
 | Magic Stick | 83 | 97.65% | 81.8 | 56.63% | +56.63% | +14.80% | +10.04% | -4.76% | 03:12 | -01:29 | 02:01 | 02:12 | 02:52 | 14:09 | 00:51 | 00:37 |
 | Boots of Speed | 85 | 100.00% | 79.5 | 55.29% | +55.29% | +6.61% | -2.91% | -3.73% | 04:07 | -01:30 | 03:04 | 04:15 | 05:37 | 08:20 | 02:33 | 01:53 |
 | Bottle | 85 | 100.00% | 77.3 | 55.29% | +55.29% | +25.66% | -12.43% | -38.09% | 01:28 | 00:16 | 01:07 | 01:14 | 01:21 | 08:16 | 00:14 | 00:10 |
 | Power Treads | 77 | 90.59% | 75.0 | 55.84% | +5.84% | -8.47% | -3.21% | 1.94% | 08:09 | 05:01 | 06:40 | 07:33 | 09:23 | 24:10 | 02:43 | 02:00 |
 | Ghost Scepter | 4 | 4.71% | 72.7 | 100.00% | +46.91% | 0.00% | 0.00% | 0.00% | 40:19 | 21:51 | 21:51 | 26:44 | 54:52 | 57:48 | 33:01 | 24:27 |
 | Ethereal Blade | 4 | 4.71% | 70.5 | 100.00% | +46.91% | 0.00% | 0.00% | 0.00% | 41:19 | 23:08 | 23:08 | 29:11 | 55:01 | 57:54 | 31:53 | 23:37 |
 | Black King Bar | 60 | 70.59% | 68.2 | 50.00% | -18.00% | +23.33% | -3.33% | -4.36% | 24:43 | 17:12 | 20:57 | 23:29 | 27:04 | 41:58 | 06:07 | 04:31 |
 | Fluffy Hat | 44 | 51.76% | 65.9 | 52.27% | -6.27% | -6.82% | +2.28% | 2.74% | 06:49 | 01:17 | 05:12 | 06:42 | 08:31 | 11:15 | 03:19 | 02:27 |
 | Falcon Blade | 44 | 51.76% | 63.6 | 52.27% | -6.27% | +2.28% | -6.82% | -2.48% | 07:59 | 04:19 | 05:57 | 08:15 | 09:37 | 12:11 | 03:40 | 02:42 |
 | Null Talisman | 7 | 8.24% | 61.4 | 71.43% | +17.58% | +28.57% | -21.43% | -16.30% | 10:59 | 03:39 | 04:04 | 06:35 | 07:08 | 26:09 | 03:04 | 02:16 |
 | Aghanim's Scepter | 32 | 37.65% | 59.1 | 46.88% | -13.50% | -9.38% | +15.62% | 4.00% | 36:43 | 27:24 | 31:43 | 34:42 | 37:58 | 56:18 | 06:15 | 04:37 |
 | Aghanim's Shard | 14 | 16.47% | 56.8 | 50.00% | -6.34% | +25.00% | +16.67% | -0.39% | 35:42 | 19:41 | 24:41 | 35:49 | 45:49 | 51:42 | 21:08 | 15:39 |
 | Ring of Health | 13 | 15.29% | 54.5 | 46.15% | -10.79% | +20.52% | +20.52% | 0.00% | 37:11 | 15:31 | 29:07 | 36:09 | 43:20 | 1:03:12 | 14:13 | 10:31 |
 | Revenant's Brooch | 2 | 2.35% | 52.3 | 100.00% | +45.78% | 0.00% | 0.00% | 0.00% | 42:04 | 32:28 | 32:28 | 51:40 | 51:40 | 51:40 | 19:12 | 14:13 |
 | Bloodstone | 2 | 2.35% | 50.0 | 100.00% | +45.78% | 0.00% | 0.00% | 0.00% | 23:34 | 23:29 | 23:29 | 23:39 | 23:39 | 23:39 | 00:10 | 00:07 |
 | Linken's Sphere | 10 | 11.76% | 47.7 | 50.00% | -6.00% | +16.67% | 0.00% | -1.50% | 34:56 | 22:50 | 29:22 | 30:33 | 40:30 | 53:59 | 11:08 | 08:14 |
 | Arcane Boots | 8 | 9.41% | 45.5 | 50.00% | -5.84% | 0.00% | -50.00% | -50.00% | 06:20 | 05:29 | 05:33 | 06:18 | 06:29 | 07:47 | 00:56 | 00:41 |
 | Shiva's Guard | 3 | 3.53% | 43.2 | 66.67% | +11.79% | +33.33% | 0.00% | 0.00% | 49:48 | 46:23 | 46:23 | 49:26 | 53:35 | 53:35 | 07:12 | 05:20 |
 | Yasha and Kaya | 1 | 1.18% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.18% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 28:52 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 1.18% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.18% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.18% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:52 | 1:11:52 | 1:11:52 | 1:11:52 | 1:11:52 | 1:11:52 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 1.18% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.18% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.18% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Buckler | 1 | 1.18% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.18% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:30 | 1:09:30 | 1:09:30 | 1:09:30 | 1:09:30 | 1:09:30 | 00:00 | 00:00 |
 | Headdress | 1 | 1.18% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 09:40 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 5.88% | 15.9 | 40.00% | -16.25% | +60.00% | -40.00% | -8.84% | 33:41 | 22:43 | 22:43 | 32:32 | 34:02 | 47:51 | 11:19 | 08:22 |
 | Boots of Travel | 2 | 2.35% | 13.6 | 50.00% | -5.42% | +50.00% | 0.00% | 0.00% | 35:19 | 30:02 | 30:02 | 40:36 | 40:36 | 40:36 | 10:34 | 07:49 |
 | Refresher Orb | 4 | 4.71% | 11.4 | 25.00% | -31.79% | -25.00% | +75.00% | 0.00% | 50:10 | 42:40 | 42:40 | 43:20 | 51:26 | 1:03:13 | 08:46 | 06:29 |
 | Orchid Malevolence | 2 | 2.35% | 9.1 | 0.00% | -56.63% | 0.00% | 0.00% | 0.00% | 14:45 | 12:31 | 12:31 | 16:59 | 16:59 | 16:59 | 04:28 | 03:18 |
 | Manta Style | 1 | 1.18% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 1.18% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.35% | 2.3 | 0.00% | -56.63% | 0.00% | 0.00% | 0.00% | 50:20 | 42:19 | 42:19 | 58:20 | 58:20 | 58:20 | 16:01 | 11:51 |