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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 | |
 | Void Stone | 15 | 31.25% | 100.0 | 80.00% | +31.52% | +20.00% | -5.00% | -1.57% | 27:44 | 11:32 | 19:26 | 28:43 | 35:24 | 44:10 | 15:58 | 11:49 |
 | Blink Dagger | 27 | 56.25% | 97.9 | 70.37% | +27.51% | +29.63% | -13.23% | -4.98% | 25:25 | 16:15 | 19:42 | 25:10 | 28:18 | 40:52 | 08:36 | 06:22 |
 | Scythe of Vyse | 8 | 16.67% | 95.7 | 87.50% | +35.00% | +12.50% | -37.50% | 0.00% | 37:24 | 25:40 | 29:38 | 37:28 | 41:01 | 49:25 | 11:23 | 08:25 |
 | Magic Wand | 44 | 91.67% | 93.6 | 63.64% | +63.64% | -9.09% | 0.00% | 1.35% | 06:53 | -01:29 | 03:43 | 07:46 | 10:27 | 22:25 | 06:44 | 04:59 |
 | Pipe of Insight | 25 | 52.08% | 91.5 | 68.00% | +20.17% | -18.00% | -18.00% | 0.00% | 18:38 | 13:51 | 15:12 | 17:29 | 21:15 | 30:20 | 06:03 | 04:28 |
 | Magic Stick | 34 | 70.83% | 89.4 | 64.71% | +21.85% | -20.27% | +10.29% | 4.71% | 04:24 | -01:29 | -01:29 | 03:52 | 07:58 | 21:37 | 09:27 | 07:00 |
 | Headdress | 46 | 95.83% | 87.2 | 60.87% | +60.87% | +5.80% | -6.32% | -2.20% | 11:02 | 04:47 | 07:52 | 09:47 | 13:22 | 21:42 | 05:30 | 04:04 |
 | Chainmail | 38 | 79.17% | 85.1 | 60.53% | +10.53% | +29.47% | +6.14% | -3.56% | 11:45 | 06:58 | 08:26 | 09:57 | 14:59 | 25:05 | 06:33 | 04:51 |
 | Boots of Speed | 48 | 100.00% | 83.0 | 58.33% | +58.33% | +16.67% | 0.00% | -4.72% | 04:21 | 01:31 | 02:30 | 03:32 | 06:02 | 09:22 | 03:32 | 02:37 |
 | Arcane Boots | 48 | 100.00% | 80.9 | 58.33% | +58.33% | +16.67% | +8.34% | -2.59% | 06:52 | 03:30 | 04:51 | 06:22 | 08:04 | 15:30 | 03:13 | 02:22 |
 | Quelling Blade | 25 | 52.08% | 78.7 | 64.00% | +11.83% | +2.67% | -30.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Ring of Protection | 37 | 77.08% | 76.6 | 59.46% | +4.91% | +7.21% | -3.90% | -1.30% | 15:01 | -01:29 | 11:09 | 13:20 | 19:43 | 26:43 | 08:34 | 06:20 |
 | Buckler | 37 | 77.08% | 74.5 | 59.46% | +4.91% | +18.32% | -3.90% | -2.68% | 16:36 | 10:36 | 12:03 | 15:21 | 20:20 | 27:04 | 08:17 | 06:08 |
 | Ring of Basilius | 9 | 18.75% | 72.3 | 77.78% | +23.93% | +22.22% | +22.22% | 0.00% | 14:00 | 02:13 | 04:46 | 08:44 | 24:02 | 25:32 | 19:16 | 14:16 |
 | Mekansm | 36 | 75.00% | 70.2 | 58.33% | 0.00% | +30.56% | -2.77% | -7.07% | 13:15 | 08:41 | 10:16 | 11:46 | 14:59 | 28:32 | 04:43 | 03:29 |
 | Ring of Health | 36 | 75.00% | 68.1 | 58.33% | 0.00% | +8.34% | +8.34% | 0.00% | 08:36 | 01:30 | 02:52 | 07:26 | 13:06 | 34:56 | 10:14 | 07:34 |
 | Guardian Greaves | 34 | 70.83% | 66.0 | 58.82% | +1.68% | +18.96% | -8.82% | -4.06% | 18:13 | 11:14 | 14:07 | 16:37 | 20:58 | 31:36 | 06:51 | 05:04 |
 | Morbid Mask | 3 | 6.25% | 63.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 26:24 | 24:04 | 24:04 | 25:32 | 29:35 | 29:35 | 05:31 | 04:05 |
 | Heaven's Halberd | 3 | 6.25% | 61.7 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 28:31 | 26:10 | 26:10 | 28:47 | 30:36 | 30:36 | 04:26 | 03:17 |
 | Vladmir's Offering | 3 | 6.25% | 59.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 26:38 | 24:04 | 24:04 | 25:39 | 30:12 | 30:12 | 06:08 | 04:32 |
 | Vanguard | 20 | 41.67% | 57.4 | 55.00% | -5.71% | +5.00% | -15.00% | -4.71% | 07:58 | 05:11 | 05:27 | 06:51 | 09:42 | 15:56 | 04:15 | 03:08 |
 | Crimson Guard | 11 | 22.92% | 55.3 | 63.64% | +6.88% | +3.03% | +3.03% | 0.00% | 17:56 | 12:48 | 14:06 | 17:32 | 19:04 | 27:49 | 04:58 | 03:40 |
 | Helm of Iron Will | 11 | 22.92% | 53.2 | 63.64% | +6.88% | +3.03% | +3.03% | 0.00% | 16:03 | 10:23 | 12:06 | 16:11 | 17:23 | 25:46 | 05:17 | 03:54 |
 | Aghanim's Scepter | 10 | 20.83% | 51.1 | 60.00% | +2.11% | -26.67% | +40.00% | 6.44% | 34:45 | 26:17 | 29:29 | 34:07 | 39:50 | 43:56 | 10:21 | 07:40 |
 | Hood of Defiance | 8 | 16.67% | 48.9 | 62.50% | +5.00% | -62.50% | -12.50% | 0.00% | 14:01 | 09:10 | 10:14 | 13:09 | 16:49 | 19:04 | 06:35 | 04:52 |
 | Lotus Orb | 6 | 12.50% | 46.8 | 66.67% | +9.53% | +33.33% | +33.33% | 0.00% | 31:54 | 23:12 | 26:44 | 28:59 | 35:05 | 44:53 | 08:21 | 06:11 |
 | Soul Ring | 9 | 18.75% | 44.7 | 55.56% | -3.41% | -5.56% | -5.56% | 0.00% | 14:01 | 08:27 | 08:57 | 12:26 | 13:34 | 25:01 | 04:37 | 03:25 |
 | Black King Bar | 4 | 8.33% | 42.6 | 75.00% | +18.18% | +25.00% | +25.00% | 0.00% | 30:17 | 23:00 | 23:00 | 26:55 | 35:19 | 35:54 | 12:19 | 09:07 |
 | Sange | 4 | 8.33% | 40.4 | 75.00% | +18.18% | +25.00% | +25.00% | 0.00% | 24:21 | 21:06 | 21:06 | 22:25 | 25:39 | 28:15 | 04:33 | 03:22 |
 | Linken's Sphere | 2 | 4.17% | 38.3 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 31:13 | 30:30 | 30:30 | 31:56 | 31:56 | 31:56 | 01:26 | 01:03 |
 | Wraith Pact | 2 | 4.17% | 36.2 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 28:30 | 26:38 | 26:38 | 30:22 | 30:22 | 30:22 | 03:44 | 02:45 |
 | Wind Lace | 5 | 10.42% | 34.0 | 60.00% | +1.86% | -60.00% | +40.00% | 0.00% | 11:36 | 04:28 | 04:28 | 09:21 | 16:49 | 19:01 | 12:21 | 09:08 |
 | Null Talisman | 9 | 18.75% | 31.9 | 44.44% | -17.10% | -44.44% | +55.56% | 9.58% | 07:57 | 01:38 | 02:05 | 03:30 | 12:31 | 23:45 | 10:26 | 07:43 |
 | Fluffy Hat | 6 | 12.50% | 29.8 | 50.00% | -9.52% | 0.00% | +50.00% | 0.00% | 18:49 | 12:54 | 16:33 | 17:43 | 19:20 | 27:33 | 02:47 | 02:03 |
 | Crown | 3 | 6.25% | 27.7 | 66.67% | +8.89% | -66.67% | 0.00% | 0.00% | 17:23 | 16:18 | 16:18 | 16:49 | 19:01 | 19:01 | 02:43 | 02:00 |
 | Blight Stone | 3 | 6.25% | 25.5 | 66.67% | +8.89% | -66.67% | 0.00% | 0.00% | 15:10 | 10:59 | 10:59 | 15:29 | 19:01 | 19:01 | 08:02 | 05:57 |
 | Solar Crest | 3 | 6.25% | 23.4 | 66.67% | +8.89% | +33.33% | 0.00% | 0.00% | 19:03 | 17:55 | 17:55 | 19:11 | 20:03 | 20:03 | 02:08 | 01:34 |
 | Medallion of Courage | 3 | 6.25% | 21.3 | 66.67% | +8.89% | -66.67% | 0.00% | 0.00% | 15:11 | 11:03 | 11:03 | 15:29 | 19:01 | 19:01 | 07:58 | 05:54 |
 | Force Staff | 4 | 8.33% | 19.1 | 50.00% | -9.09% | -50.00% | +50.00% | 0.00% | 23:07 | 18:49 | 18:49 | 20:33 | 25:06 | 27:59 | 06:17 | 04:39 |
 | Octarine Core | 1 | 2.08% | 17.0 | 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 |
 | Hand of Midas | 1 | 2.08% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:07 | 16:07 | 16:07 | 16:07 | 16:07 | 16:07 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.08% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:28 | 59:28 | 59:28 | 59:28 | 59:28 | 59:28 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.08% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 57:51 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.08% | 8.5 | 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 |
 | Cornucopia | 1 | 2.08% | 6.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 10.42% | 4.3 | 40.00% | -20.47% | +60.00% | +60.00% | 0.00% | 21:25 | 15:43 | 15:43 | 17:30 | 27:22 | 29:44 | 11:39 | 08:37 |
 | Glimmer Cape | 1 | 2.08% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 00:00 | 00:00 |