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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 | |
 | Magic Wand | 8 | 11.59% | 100.0 | 100.00% | +45.90% | 0.00% | 0.00% | 0.00% | 18:37 | 10:58 | 11:56 | 16:14 | 22:54 | 28:29 | 10:58 | 08:07 |
 | Magic Stick | 28 | 40.58% | 97.8 | 78.57% | +32.23% | +7.14% | +21.43% | 2.07% | 03:55 | -01:29 | -01:29 | 00:53 | 08:24 | 17:57 | 09:53 | 07:19 |
 | Helm of the Overlord | 60 | 86.96% | 95.7 | 66.67% | +55.56% | -13.34% | -13.34% | 0.00% | 17:51 | 13:38 | 16:11 | 17:31 | 19:09 | 27:42 | 02:58 | 02:11 |
 | Morbid Mask | 64 | 92.75% | 93.5 | 64.06% | +64.06% | -1.56% | -20.31% | -7.76% | 13:32 | 10:03 | 12:14 | 13:00 | 14:39 | 18:46 | 02:25 | 01:47 |
 | Vladmir's Offering | 64 | 92.75% | 91.3 | 64.06% | +64.06% | -1.56% | -7.81% | -2.34% | 15:03 | 11:36 | 13:35 | 14:48 | 16:15 | 21:26 | 02:40 | 01:58 |
 | Buckler | 64 | 92.75% | 89.1 | 64.06% | +64.06% | -1.56% | -7.81% | -2.48% | 10:49 | -01:29 | 09:36 | 10:37 | 12:07 | 16:06 | 02:31 | 01:51 |
 | Ring of Basilius | 66 | 95.65% | 87.0 | 62.12% | +62.12% | -15.06% | -5.87% | 3.45% | 10:22 | 00:55 | 09:01 | 10:26 | 11:41 | 16:59 | 02:40 | 01:58 |
 | Ring of Protection | 65 | 94.20% | 84.8 | 61.54% | +36.54% | +0.96% | +0.96% | 0.00% | 07:44 | -01:29 | 07:15 | 09:36 | 10:29 | 16:06 | 03:14 | 02:23 |
 | Helm of Iron Will | 67 | 97.10% | 82.6 | 61.19% | +61.19% | -8.25% | +3.52% | 9.17% | 03:21 | 01:46 | 02:23 | 03:00 | 03:40 | 08:06 | 01:17 | 00:57 |
 | Crown | 67 | 97.10% | 80.4 | 61.19% | +61.19% | -8.25% | -2.37% | 3.64% | 04:58 | 01:09 | 04:06 | 04:45 | 05:43 | 09:03 | 01:37 | 01:11 |
 | Helm of the Dominator | 67 | 97.10% | 78.3 | 61.19% | +61.19% | -14.13% | -8.25% | 3.39% | 08:25 | 06:03 | 07:27 | 08:07 | 09:11 | 13:13 | 01:44 | 01:17 |
 | Quelling Blade | 69 | 100.00% | 76.1 | 59.42% | +59.42% | -12.36% | -6.48% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:32 | 00:00 | 00:00 |
 | Boots of Speed | 69 | 100.00% | 73.9 | 59.42% | +59.42% | +5.29% | -12.36% | -1.90% | 13:07 | -01:28 | 08:48 | 11:17 | 18:06 | 38:19 | 09:18 | 06:53 |
 | Aghanim's Shard | 37 | 53.62% | 71.7 | 62.16% | +5.91% | +15.62% | -17.72% | -8.77% | 24:40 | 20:01 | 21:46 | 23:12 | 25:34 | 35:44 | 03:48 | 02:48 |
 | Black King Bar | 23 | 33.33% | 69.6 | 65.22% | +8.70% | -15.22% | +18.11% | 3.65% | 30:04 | 20:38 | 25:21 | 31:17 | 34:29 | 36:48 | 09:08 | 06:45 |
 | Wind Lace | 29 | 42.03% | 67.4 | 62.07% | +4.57% | -4.93% | +9.36% | 2.87% | 19:14 | 02:29 | 16:04 | 18:40 | 21:03 | 32:47 | 04:59 | 03:41 |
 | Blink Dagger | 45 | 65.22% | 65.2 | 57.78% | -4.72% | -3.23% | -3.23% | 0.00% | 25:41 | 14:56 | 21:45 | 24:37 | 29:13 | 40:43 | 07:28 | 05:31 |
 | Blight Stone | 13 | 18.84% | 63.0 | 69.23% | +12.09% | -35.90% | -2.56% | 4.82% | 20:20 | 04:03 | 18:45 | 23:28 | 25:40 | 27:21 | 06:55 | 05:07 |
 | Medallion of Courage | 13 | 18.84% | 60.9 | 69.23% | +12.09% | -35.90% | -2.56% | 4.82% | 20:28 | 04:33 | 18:45 | 23:28 | 25:40 | 27:21 | 06:55 | 05:07 |
 | Chainmail | 17 | 24.64% | 58.7 | 64.71% | +7.02% | -39.71% | +10.29% | 9.23% | 19:57 | 02:36 | 18:45 | 23:10 | 24:10 | 27:21 | 05:25 | 04:00 |
 | Drum of Endurance | 6 | 8.70% | 56.5 | 83.33% | +26.19% | -33.33% | +16.67% | 0.00% | 23:49 | 20:35 | 20:35 | 21:23 | 26:06 | 32:47 | 05:31 | 04:05 |
 | Solar Crest | 10 | 14.49% | 54.3 | 70.00% | +12.37% | -36.67% | -20.00% | 1.97% | 25:17 | 15:15 | 20:58 | 23:57 | 29:26 | 32:43 | 08:28 | 06:16 |
 | Ring of Health | 18 | 26.09% | 52.2 | 50.00% | -12.75% | +30.00% | -25.00% | -2.95% | 34:24 | 17:33 | 24:12 | 33:13 | 42:50 | 50:47 | 18:38 | 13:48 |
 | Void Stone | 17 | 24.64% | 50.0 | 47.06% | -16.40% | +2.94% | -22.06% | -2.45% | 37:17 | 15:02 | 32:37 | 38:06 | 42:50 | 50:47 | 10:13 | 07:34 |
 | Headdress | 4 | 5.80% | 47.8 | 75.00% | +16.54% | +25.00% | +25.00% | 0.00% | 24:25 | 21:35 | 21:35 | 21:57 | 23:53 | 30:13 | 02:18 | 01:42 |
 | Pipe of Insight | 4 | 5.80% | 45.7 | 75.00% | +16.54% | +25.00% | +25.00% | 0.00% | 25:31 | 22:47 | 22:47 | 23:17 | 25:16 | 30:43 | 02:29 | 01:50 |
 | Hood of Defiance | 4 | 5.80% | 43.5 | 75.00% | +16.54% | +25.00% | +25.00% | 0.00% | 22:22 | 18:02 | 18:02 | 20:59 | 24:20 | 26:07 | 06:18 | 04:40 |
 | Scythe of Vyse | 2 | 2.90% | 41.3 | 100.00% | +41.79% | 0.00% | 0.00% | 0.00% | 37:23 | 34:52 | 34:52 | 39:53 | 39:53 | 39:53 | 05:01 | 03:42 |
 | Soul Ring | 2 | 2.90% | 39.1 | 100.00% | +41.79% | 0.00% | 0.00% | 0.00% | 10:25 | 08:45 | 08:45 | 12:05 | 12:05 | 12:05 | 03:20 | 02:28 |
 | Refresher Orb | 8 | 11.59% | 37.0 | 50.00% | -10.66% | 0.00% | 0.00% | 0.00% | 45:45 | 33:59 | 41:42 | 46:44 | 49:09 | 50:57 | 07:27 | 05:31 |
 | Lotus Orb | 6 | 8.70% | 34.8 | 50.00% | -10.32% | +50.00% | +50.00% | 0.00% | 41:03 | 21:13 | 33:13 | 35:43 | 45:18 | 1:07:19 | 12:05 | 08:57 |
 | Assault Cuirass | 3 | 4.35% | 32.6 | 66.67% | +7.58% | +33.33% | 0.00% | 0.00% | 36:42 | 33:37 | 33:37 | 36:37 | 39:53 | 39:53 | 06:16 | 04:38 |
 | Phase Boots | 4 | 5.80% | 30.4 | 50.00% | -10.00% | -50.00% | +50.00% | 0.00% | 20:11 | 12:23 | 12:23 | 20:36 | 23:10 | 24:36 | 10:47 | 07:59 |
 | Arcane Boots | 4 | 5.80% | 28.3 | 50.00% | -10.00% | -50.00% | +50.00% | 0.00% | 15:32 | 08:29 | 08:29 | 13:21 | 17:32 | 22:44 | 09:03 | 06:42 |
 | Heaven's Halberd | 1 | 1.45% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.45% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 20:25 | 00:00 | 00:00 |
 | Sange | 1 | 1.45% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.45% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.45% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 2.90% | 15.2 | 50.00% | -9.70% | +50.00% | 0.00% | 0.00% | 44:39 | 42:39 | 42:39 | 46:38 | 46:38 | 46:38 | 03:59 | 02:57 |
 | Force Staff | 3 | 4.35% | 13.0 | 33.33% | -27.28% | +66.67% | 0.00% | 0.00% | 38:39 | 19:36 | 19:36 | 37:54 | 58:28 | 58:28 | 38:52 | 28:47 |
 | Aether Lens | 3 | 4.35% | 10.9 | 33.33% | -27.28% | -33.33% | 0.00% | 0.00% | 37:25 | 15:09 | 15:09 | 40:55 | 56:10 | 56:10 | 41:01 | 30:22 |
 | Fluffy Hat | 3 | 4.35% | 8.7 | 33.33% | -27.28% | -33.33% | 0.00% | 0.00% | 20:44 | 05:22 | 05:22 | 18:56 | 37:54 | 37:54 | 32:32 | 24:05 |
 | Bottle | 1 | 1.45% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Ghost Scepter | 2 | 2.90% | 4.3 | 0.00% | -61.19% | 0.00% | 0.00% | 0.00% | 33:10 | 32:23 | 32:23 | 33:57 | 33:57 | 33:57 | 01:34 | 01:09 |
 | Orchid Malevolence | 2 | 2.90% | 2.2 | 0.00% | -61.19% | 0.00% | 0.00% | 0.00% | 12:52 | 09:55 | 09:55 | 15:49 | 15:49 | 15:49 | 05:54 | 04:22 |