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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 | |
 | Guardian Greaves | 11 | 11.34% | 100.0 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 23:10 | 15:12 | 15:49 | 20:31 | 25:52 | 39:24 | 10:03 | 07:26 |
 | Chainmail | 15 | 15.46% | 98.1 | 93.33% | +33.57% | +6.67% | +6.67% | 0.00% | 19:54 | 10:07 | 12:27 | 20:18 | 23:39 | 39:14 | 11:12 | 08:17 |
 | Mekansm | 12 | 12.37% | 96.3 | 91.67% | +30.49% | +8.33% | +8.33% | 0.00% | 19:42 | 11:12 | 12:24 | 16:43 | 22:14 | 39:14 | 09:50 | 07:17 |
 | Ring of Protection | 54 | 55.67% | 94.4 | 74.07% | +20.58% | -16.93% | +2.85% | 6.45% | 13:33 | 09:11 | 11:20 | 13:09 | 14:24 | 33:25 | 03:04 | 02:16 |
 | Buckler | 54 | 55.67% | 92.6 | 74.07% | +20.58% | -9.78% | +2.85% | 4.38% | 13:40 | 09:46 | 11:31 | 13:09 | 14:24 | 33:25 | 02:53 | 02:08 |
 | Magic Wand | 78 | 80.41% | 90.7 | 70.51% | +28.40% | -15.51% | +3.17% | 4.69% | 01:55 | -01:30 | -01:29 | -01:29 | 05:28 | 24:43 | 06:57 | 05:08 |
 | Helm of Iron Will | 77 | 79.38% | 88.9 | 70.13% | +25.13% | -6.97% | -12.24% | -0.38% | 11:01 | 02:09 | 04:00 | 07:44 | 17:52 | 26:37 | 13:52 | 10:16 |
 | Headdress | 54 | 55.67% | 87.0 | 72.22% | +16.41% | -7.93% | -10.68% | -0.40% | 19:02 | 08:55 | 14:50 | 18:57 | 21:41 | 39:14 | 06:51 | 05:04 |
 | Blink Dagger | 54 | 55.67% | 85.2 | 70.37% | +12.23% | +15.34% | +6.55% | -1.12% | 26:39 | 17:30 | 22:41 | 25:46 | 30:32 | 39:48 | 07:51 | 05:48 |
 | Vladmir's Offering | 48 | 49.48% | 83.3 | 70.83% | +11.65% | +4.17% | +4.17% | 0.00% | 15:17 | 12:15 | 13:51 | 14:55 | 16:02 | 26:26 | 02:11 | 01:37 |
 | Morbid Mask | 48 | 49.48% | 81.5 | 70.83% | +11.65% | -12.50% | +4.17% | 6.85% | 14:33 | 10:55 | 13:08 | 14:18 | 15:34 | 26:26 | 02:26 | 01:48 |
 | Ring of Basilius | 48 | 49.48% | 79.6 | 70.83% | +11.65% | +4.17% | -4.16% | -2.72% | 12:27 | 04:57 | 10:45 | 12:10 | 13:49 | 26:26 | 03:04 | 02:16 |
 | Boots of Speed | 96 | 98.97% | 77.8 | 65.63% | +65.63% | +1.04% | +5.20% | 0.74% | 06:10 | 00:55 | 02:21 | 05:21 | 08:00 | 19:13 | 05:39 | 04:11 |
 | Ring of Health | 73 | 75.26% | 75.9 | 67.12% | +8.79% | -22.68% | -0.45% | 1.27% | 12:33 | 00:49 | 02:53 | 07:09 | 20:24 | 52:16 | 17:31 | 12:58 |
 | Helm of the Dominator | 47 | 48.45% | 74.1 | 70.21% | +10.21% | +4.79% | -20.21% | -7.54% | 10:28 | 07:09 | 08:47 | 10:32 | 12:06 | 15:16 | 03:19 | 02:27 |
 | Helm of the Overlord | 47 | 48.45% | 72.2 | 70.21% | +10.21% | +4.79% | -11.88% | -6.90% | 17:09 | 13:57 | 15:41 | 16:48 | 18:06 | 23:34 | 02:25 | 01:47 |
 | Diadem | 47 | 48.45% | 70.4 | 70.21% | +10.21% | +4.79% | -11.88% | -5.00% | 08:38 | 04:57 | 06:50 | 08:35 | 10:10 | 12:29 | 03:20 | 02:28 |
 | Void Stone | 19 | 19.59% | 68.5 | 78.95% | +17.41% | +1.05% | +1.05% | 0.00% | 35:18 | 10:49 | 28:12 | 35:25 | 42:16 | 52:16 | 14:04 | 10:25 |
 | Arcane Boots | 78 | 80.41% | 66.7 | 65.38% | +2.22% | -5.38% | -7.49% | -0.48% | 07:51 | 03:29 | 04:46 | 07:04 | 09:10 | 25:14 | 04:24 | 03:15 |
 | Pipe of Insight | 45 | 46.39% | 64.8 | 68.89% | +7.35% | -14.34% | -23.44% | -1.75% | 21:40 | 12:42 | 18:19 | 21:54 | 23:31 | 31:52 | 05:12 | 03:51 |
 | Assault Cuirass | 6 | 6.19% | 63.0 | 100.00% | +37.36% | 0.00% | 0.00% | 0.00% | 36:39 | 29:00 | 31:42 | 34:16 | 41:24 | 43:47 | 09:42 | 07:11 |
 | Magic Stick | 29 | 29.90% | 61.1 | 72.41% | +10.65% | -0.98% | +27.59% | 28.57% | -00:08 | -01:29 | -01:29 | -01:29 | -01:24 | 11:37 | 00:05 | 00:03 |
 | Aghanim's Scepter | 46 | 47.42% | 59.3 | 67.39% | +4.64% | +15.94% | +23.52% | 1.04% | 19:57 | 12:41 | 15:05 | 16:46 | 22:23 | 34:55 | 07:18 | 05:24 |
 | Black King Bar | 33 | 34.02% | 57.4 | 69.70% | +7.20% | -7.20% | -19.70% | -1.12% | 32:18 | 20:12 | 25:31 | 30:04 | 36:41 | 51:06 | 11:10 | 08:16 |
 | Crimson Guard | 35 | 36.08% | 55.6 | 68.57% | +5.67% | +9.21% | -13.01% | -5.07% | 21:58 | 13:42 | 19:27 | 21:44 | 23:50 | 29:46 | 04:23 | 03:14 |
 | Vanguard | 49 | 50.52% | 53.7 | 63.27% | -3.40% | +3.40% | -4.94% | -0.64% | 11:38 | 04:35 | 05:52 | 08:17 | 18:54 | 30:21 | 13:02 | 09:39 |
 | Lotus Orb | 8 | 8.25% | 51.9 | 87.50% | +24.58% | -37.50% | +12.50% | 0.00% | 31:30 | 14:27 | 23:05 | 26:00 | 37:22 | 52:16 | 14:17 | 10:34 |
 | Wind Lace | 20 | 20.62% | 50.0 | 70.00% | +6.36% | -10.00% | -10.00% | 0.00% | 17:09 | 04:22 | 09:54 | 17:49 | 20:38 | 31:18 | 10:44 | 07:57 |
 | Heaven's Halberd | 20 | 20.62% | 48.1 | 70.00% | +6.36% | +10.00% | -10.00% | -3.27% | 32:21 | 23:34 | 29:37 | 31:40 | 35:44 | 41:33 | 06:07 | 04:31 |
 | Sange | 21 | 21.65% | 46.3 | 66.67% | +2.20% | +13.33% | -6.67% | -3.61% | 30:10 | 19:35 | 26:14 | 28:52 | 31:46 | 41:14 | 05:32 | 04:05 |
 | Scythe of Vyse | 9 | 9.28% | 44.4 | 77.78% | +14.14% | -27.78% | +22.22% | 0.00% | 41:52 | 35:06 | 35:15 | 40:47 | 45:40 | 52:15 | 10:25 | 07:42 |
 | Shiva's Guard | 3 | 3.09% | 42.6 | 100.00% | +36.17% | 0.00% | 0.00% | 0.00% | 32:03 | 29:24 | 29:24 | 29:46 | 36:58 | 36:58 | 07:34 | 05:36 |
 | Medallion of Courage | 3 | 3.09% | 40.7 | 100.00% | +36.17% | 0.00% | 0.00% | 0.00% | 26:05 | 20:21 | 20:21 | 28:32 | 29:23 | 29:23 | 09:02 | 06:41 |
 | Crown | 3 | 3.09% | 38.9 | 100.00% | +36.17% | 0.00% | 0.00% | 0.00% | 25:13 | 19:10 | 19:10 | 26:21 | 30:09 | 30:09 | 10:59 | 08:08 |
 | Aeon Disk | 3 | 3.09% | 37.0 | 100.00% | +36.17% | 0.00% | 0.00% | 0.00% | 41:01 | 31:46 | 31:46 | 43:17 | 48:00 | 48:00 | 16:14 | 12:01 |
 | Solar Crest | 3 | 3.09% | 35.2 | 100.00% | +36.17% | 0.00% | 0.00% | 0.00% | 27:02 | 22:00 | 22:00 | 28:32 | 30:35 | 30:35 | 08:35 | 06:21 |
 | Blight Stone | 3 | 3.09% | 33.3 | 100.00% | +36.17% | 0.00% | 0.00% | 0.00% | 24:15 | 18:41 | 18:41 | 25:14 | 28:50 | 28:50 | 10:09 | 07:31 |
 | Drum of Endurance | 5 | 5.15% | 31.5 | 80.00% | +15.87% | +20.00% | -80.00% | 0.00% | 21:48 | 18:10 | 18:10 | 22:14 | 23:54 | 26:25 | 05:44 | 04:14 |
 | Bracer | 6 | 6.19% | 29.6 | 66.67% | +1.83% | -16.67% | -66.67% | 0.00% | 04:51 | -01:29 | 01:57 | 02:04 | 03:33 | 19:59 | 01:36 | 01:11 |
 | Octarine Core | 4 | 4.12% | 27.8 | 75.00% | +10.48% | +25.00% | +25.00% | 0.00% | 35:58 | 28:24 | 28:24 | 35:03 | 37:49 | 42:34 | 09:25 | 06:58 |
 | Boots of Travel 2 | 2 | 2.06% | 25.9 | 100.00% | +35.79% | 0.00% | 0.00% | 0.00% | 51:58 | 48:43 | 48:43 | 55:12 | 55:12 | 55:12 | 06:29 | 04:48 |
 | Quelling Blade | 10 | 10.31% | 24.1 | 50.00% | -16.67% | -16.67% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:15 | 00:00 | 00:00 |
 | Boots of Travel | 5 | 5.15% | 22.2 | 60.00% | -5.22% | +40.00% | +40.00% | 0.00% | 37:52 | 14:52 | 14:52 | 36:08 | 47:16 | 55:14 | 32:24 | 24:00 |
 | Aghanim's Shard | 12 | 12.37% | 20.4 | 41.67% | -26.57% | -8.34% | -41.67% | 0.00% | 36:05 | 25:58 | 30:26 | 33:16 | 40:34 | 52:54 | 10:08 | 07:30 |
 | Overwhelming Blink | 3 | 3.09% | 18.5 | 66.67% | +1.78% | +33.33% | 0.00% | 0.00% | 53:03 | 40:30 | 40:30 | 52:36 | 1:06:03 | 1:06:03 | 25:33 | 18:55 |
 | Linken's Sphere | 1 | 1.03% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.03% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 22:00 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.03% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 42:55 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.03% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Nullifier | 2 | 2.06% | 9.3 | 50.00% | -15.26% | +50.00% | 0.00% | 0.00% | 38:39 | 36:51 | 36:51 | 40:27 | 40:27 | 40:27 | 03:36 | 02:40 |
 | Refresher Orb | 3 | 3.09% | 7.4 | 33.33% | -32.63% | -33.33% | 0.00% | 0.00% | 45:39 | 37:12 | 37:12 | 47:23 | 52:23 | 52:23 | 15:11 | 11:14 |
 | Cornucopia | 3 | 3.09% | 5.6 | 33.33% | -32.63% | -33.33% | 0.00% | 0.00% | 40:32 | 37:12 | 37:12 | 37:12 | 47:12 | 47:12 | 10:00 | 07:24 |
 | Kaya | 1 | 1.03% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.03% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 00:00 | 00:00 |