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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 | |
 | Medallion of Courage | 9 | 23.68% | 100.0 | 66.67% | +39.08% | +33.33% | -16.67% | -4.76% | 15:34 | 08:00 | 09:35 | 18:09 | 20:05 | 20:44 | 10:30 | 07:46 |
 | Magic Wand | 30 | 78.95% | 97.5 | 43.33% | +30.83% | -18.33% | +28.10% | 5.97% | 07:30 | 01:34 | 02:05 | 04:48 | 09:52 | 27:04 | 07:47 | 05:45 |
 | Crown | 8 | 21.05% | 95.0 | 62.50% | +32.50% | +37.50% | -12.50% | 0.00% | 19:12 | 09:41 | 10:31 | 20:06 | 21:04 | 31:38 | 10:33 | 07:48 |
 | Solar Crest | 8 | 21.05% | 92.5 | 62.50% | +32.50% | +37.50% | -12.50% | 0.00% | 20:35 | 12:05 | 12:59 | 20:19 | 24:27 | 31:38 | 11:28 | 08:29 |
 | Phase Boots | 34 | 89.47% | 90.0 | 41.18% | +41.18% | +14.38% | -16.18% | -15.15% | 08:23 | 05:25 | 07:11 | 07:50 | 09:12 | 17:51 | 02:01 | 01:29 |
 | Chainmail | 35 | 92.11% | 87.5 | 40.00% | +40.00% | -6.67% | -28.89% | -8.44% | 06:40 | 02:05 | 05:17 | 06:40 | 07:55 | 17:36 | 02:38 | 01:57 |
 | Magic Stick | 37 | 97.37% | 85.0 | 37.84% | +37.84% | -4.51% | +6.60% | 2.80% | 03:10 | -01:29 | 00:49 | 02:08 | 04:47 | 18:43 | 03:58 | 02:56 |
 | Boots of Speed | 38 | 100.00% | 82.5 | 36.84% | +36.84% | +13.16% | -25.73% | -15.66% | 04:29 | 01:45 | 03:07 | 04:12 | 05:36 | 09:15 | 02:29 | 01:50 |
 | Quelling Blade | 35 | 92.11% | 80.0 | 37.14% | +3.81% | -3.81% | +18.42% | 0.00% | -01:10 | -01:29 | -01:29 | -01:29 | -01:29 | 04:33 | 00:00 | 00:00 |
 | Bracer | 15 | 39.47% | 77.5 | 46.67% | +16.24% | -21.67% | -21.67% | 0.00% | 02:04 | -01:29 | -01:29 | 02:18 | 03:32 | 08:18 | 05:01 | 03:42 |
 | Blight Stone | 12 | 31.58% | 75.0 | 50.00% | +19.23% | -50.00% | +16.67% | 4.59% | 12:13 | 01:59 | 04:31 | 11:46 | 19:02 | 20:05 | 14:31 | 10:45 |
 | Wind Lace | 13 | 34.21% | 72.5 | 46.15% | +14.15% | -12.82% | +53.85% | 5.03% | 11:35 | -01:29 | 04:21 | 11:53 | 17:36 | 29:05 | 13:15 | 09:48 |
 | Blink Dagger | 32 | 84.21% | 70.0 | 34.38% | -15.62% | +15.62% | +15.62% | 0.00% | 17:49 | 13:04 | 14:24 | 16:28 | 18:24 | 35:07 | 04:00 | 02:57 |
 | Aghanim's Shard | 26 | 68.42% | 67.5 | 34.62% | -7.05% | -6.05% | -17.95% | -2.22% | 26:04 | 20:05 | 21:55 | 23:56 | 27:17 | 43:09 | 05:22 | 03:58 |
 | Blade Mail | 15 | 39.47% | 65.0 | 40.00% | +5.22% | -15.00% | -15.00% | 0.00% | 15:54 | 10:51 | 12:22 | 14:36 | 19:18 | 23:39 | 06:56 | 05:08 |
 | Orb of Venom | 8 | 21.05% | 62.5 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 01:44 | -01:29 | 00:13 | 01:10 | 02:38 | 04:31 | 02:25 | 01:47 |
 | Headdress | 8 | 21.05% | 60.0 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 15:24 | 11:06 | 12:04 | 14:30 | 15:57 | 24:06 | 03:53 | 02:52 |
 | Pipe of Insight | 5 | 13.16% | 57.5 | 60.00% | +26.67% | +40.00% | -60.00% | 0.00% | 16:21 | 15:30 | 15:30 | 16:35 | 16:40 | 17:15 | 01:10 | 00:51 |
 | Ring of Health | 13 | 34.21% | 55.0 | 38.46% | +2.46% | -38.46% | -5.13% | 3.50% | 11:45 | 03:09 | 06:00 | 11:06 | 15:31 | 19:41 | 09:31 | 07:02 |
 | Hood of Defiance | 13 | 34.21% | 52.5 | 38.46% | +2.46% | -5.13% | -5.13% | 0.00% | 13:27 | 08:26 | 10:12 | 12:50 | 16:14 | 19:48 | 06:02 | 04:28 |
 | Black King Bar | 14 | 36.84% | 50.0 | 35.71% | -1.79% | -35.71% | +30.96% | 10.34% | 32:08 | 25:37 | 28:27 | 31:28 | 34:54 | 42:43 | 06:27 | 04:46 |
 | Ring of Protection | 19 | 50.00% | 47.5 | 31.58% | -10.53% | +8.42% | +8.42% | 0.00% | 01:33 | -01:29 | -01:29 | 00:09 | 02:26 | 19:13 | 03:55 | 02:54 |
 | Soul Ring | 13 | 34.21% | 45.0 | 30.77% | -9.23% | +35.90% | +2.56% | -7.38% | 05:07 | 01:38 | 02:29 | 04:53 | 07:00 | 11:04 | 04:31 | 03:20 |
 | Buckler | 1 | 2.63% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 2.63% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Yasha | 1 | 2.63% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.63% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.63% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.63% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 2.63% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Sange | 6 | 15.79% | 25.0 | 33.33% | -4.17% | -33.33% | +66.67% | 0.00% | 27:28 | 20:38 | 22:46 | 26:37 | 30:08 | 35:30 | 07:22 | 05:27 |
 | Heaven's Halberd | 2 | 5.26% | 22.5 | 50.00% | +13.89% | -50.00% | 0.00% | 0.00% | 36:24 | 31:06 | 31:06 | 41:42 | 41:42 | 41:42 | 10:36 | 07:51 |
 | Fluffy Hat | 3 | 7.89% | 20.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 03:31 | 02:14 | 02:14 | 03:48 | 04:31 | 04:31 | 02:17 | 01:41 |
 | Orb of Corrosion | 3 | 7.89% | 17.5 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 04:08 | 03:41 | 03:41 | 04:12 | 04:31 | 04:31 | 00:50 | 00:37 |
 | Tranquil Boots | 1 | 2.63% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 00:00 | 00:00 |
 | Power Treads | 2 | 5.26% | 12.5 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 14:32 | 07:50 | 07:50 | 21:14 | 21:14 | 21:14 | 13:24 | 09:55 |
 | Armlet of Mordiggian | 2 | 5.26% | 10.0 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 08:30 | 08:22 | 08:22 | 08:37 | 08:37 | 08:37 | 00:15 | 00:11 |
 | Vanguard | 1 | 2.63% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 5.26% | 5.0 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 04:40 | 03:13 | 03:13 | 06:07 | 06:07 | 06:07 | 02:54 | 02:08 |
 | Shadow Blade | 2 | 5.26% | 2.5 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 33:43 | 32:01 | 32:01 | 35:25 | 35:25 | 35:25 | 03:24 | 02:31 |