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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 | |
 | Eye of Skadi | 13 | 41.94% | 100.0 | 84.62% | +45.73% | +15.38% | -17.95% | -4.43% | 28:25 | 19:47 | 23:45 | 25:28 | 31:16 | 37:14 | 07:31 | 05:34 |
 | Quelling Blade | 31 | 100.00% | 97.7 | 58.06% | +58.06% | -20.56% | +4.44% | 23.44% | 00:52 | 00:01 | 00:13 | 00:26 | 01:17 | 04:53 | 01:04 | 00:47 |
 | Stout Shield | 31 | 100.00% | 95.3 | 58.06% | +58.06% | +4.44% | +16.94% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 31 | 100.00% | 93.0 | 58.06% | +58.06% | -8.06% | -20.56% | -4.90% | 04:17 | 02:04 | 02:53 | 03:52 | 05:26 | 11:05 | 02:33 | 01:53 |
 | Magic Stick | 31 | 100.00% | 90.7 | 58.06% | +58.06% | +16.94% | -20.56% | -13.39% | 03:20 | 00:13 | 01:22 | 02:04 | 04:10 | 10:58 | 02:48 | 02:04 |
 | Magic Wand | 29 | 93.55% | 88.4 | 58.62% | +8.62% | -15.76% | -1.48% | 1.93% | 07:53 | 02:36 | 04:02 | 07:37 | 11:27 | 13:17 | 07:25 | 05:29 |
 | Hand of Midas | 25 | 80.65% | 86.0 | 60.00% | +10.00% | -26.67% | +6.67% | 11.98% | 12:11 | 07:26 | 10:45 | 11:54 | 13:32 | 17:07 | 02:47 | 02:03 |
 | Wraith Band | 21 | 67.74% | 83.7 | 61.90% | +11.90% | -1.90% | -1.90% | 0.00% | 05:54 | 02:03 | 03:12 | 05:02 | 07:27 | 13:03 | 04:15 | 03:08 |
 | Black King Bar | 19 | 61.29% | 81.4 | 57.89% | -0.44% | +2.11% | +22.11% | 8.28% | 25:56 | 21:37 | 23:20 | 24:53 | 25:45 | 38:25 | 02:25 | 01:47 |
 | Phase Boots | 19 | 61.29% | 79.1 | 57.89% | -0.44% | -17.89% | -37.89% | -6.25% | 07:57 | 04:52 | 05:49 | 07:32 | 09:01 | 11:42 | 03:12 | 02:22 |
 | Diffusal Blade | 26 | 83.87% | 76.7 | 53.85% | -26.15% | +17.58% | -3.85% | -10.05% | 18:44 | 15:30 | 16:59 | 17:49 | 19:07 | 27:16 | 02:08 | 01:34 |
 | Chainmail | 20 | 64.52% | 74.4 | 55.00% | -8.64% | -15.00% | -35.00% | -4.58% | 08:36 | 02:26 | 04:22 | 06:05 | 08:44 | 43:50 | 04:22 | 03:14 |
 | Crown | 11 | 35.48% | 72.1 | 63.64% | +8.64% | +3.03% | +3.03% | 0.00% | 11:40 | 08:09 | 09:02 | 11:23 | 11:46 | 17:28 | 02:44 | 02:01 |
 | Wind Lace | 11 | 35.48% | 69.8 | 63.64% | +8.64% | +3.03% | +36.36% | 7.27% | 13:18 | 08:57 | 10:38 | 13:02 | 15:13 | 17:28 | 04:35 | 03:23 |
 | Drum of Endurance | 11 | 35.48% | 67.4 | 63.64% | +8.64% | +3.03% | +36.36% | 9.13% | 14:07 | 09:55 | 12:07 | 14:06 | 15:46 | 18:18 | 03:39 | 02:42 |
 | Power Treads | 11 | 35.48% | 65.1 | 63.64% | +8.64% | +3.03% | +36.36% | 7.46% | 09:41 | 05:54 | 07:20 | 09:03 | 11:48 | 13:35 | 04:28 | 03:18 |
 | Blink Dagger | 9 | 29.03% | 62.8 | 66.67% | +12.12% | +33.33% | -16.67% | -6.93% | 31:03 | 22:54 | 24:51 | 28:21 | 32:04 | 55:16 | 07:13 | 05:20 |
 | Butterfly | 5 | 16.13% | 60.5 | 80.00% | +26.15% | +20.00% | -80.00% | 0.00% | 38:54 | 29:47 | 29:47 | 38:04 | 39:01 | 56:48 | 09:14 | 06:50 |
 | Orb of Venom | 5 | 16.13% | 58.1 | 80.00% | +26.15% | +20.00% | +20.00% | 0.00% | 01:33 | -01:29 | -01:29 | 01:56 | 03:04 | 03:21 | 04:33 | 03:22 |
 | Moon Shard | 4 | 12.90% | 55.8 | 75.00% | +19.44% | +25.00% | -75.00% | 0.00% | 39:19 | 30:45 | 30:45 | 32:15 | 44:40 | 49:36 | 13:55 | 10:18 |
 | Monkey King Bar | 5 | 16.13% | 53.5 | 60.00% | +2.31% | +40.00% | +40.00% | 0.00% | 36:52 | 28:00 | 28:00 | 36:17 | 37:32 | 47:38 | 09:32 | 07:03 |
 | Javelin | 5 | 16.13% | 51.2 | 60.00% | +2.31% | +40.00% | +40.00% | 0.00% | 35:49 | 27:15 | 27:15 | 34:29 | 36:00 | 46:57 | 08:45 | 06:28 |
 | Skull Basher | 5 | 16.13% | 48.8 | 60.00% | +2.31% | +40.00% | -60.00% | 0.00% | 38:14 | 26:48 | 26:48 | 42:02 | 43:24 | 47:25 | 16:36 | 12:17 |
 | Yasha | 3 | 9.68% | 46.5 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 23:58 | 19:17 | 19:17 | 23:24 | 29:13 | 29:13 | 09:56 | 07:21 |
 | Morbid Mask | 1 | 3.23% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Satanic | 1 | 3.23% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |
 | Sange | 1 | 3.23% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 21:07 | 00:00 | 00:00 |
 | Desolator | 1 | 3.23% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.23% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 |
 | Blight Stone | 1 | 3.23% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 00:00 | 00:00 |
 | Manta Style | 1 | 3.23% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.23% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 21:33 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.23% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Abyssal Blade | 2 | 6.45% | 23.3 | 50.00% | -8.62% | +50.00% | 0.00% | 0.00% | 46:19 | 45:10 | 45:10 | 47:28 | 47:28 | 47:28 | 02:18 | 01:42 |
 | Vanguard | 2 | 6.45% | 20.9 | 50.00% | -8.62% | +50.00% | 0.00% | 0.00% | 46:18 | 45:10 | 45:10 | 47:26 | 47:26 | 47:26 | 02:16 | 01:40 |
 | Shadow Blade | 3 | 9.68% | 18.6 | 33.33% | -27.38% | +66.67% | 0.00% | 0.00% | 24:45 | 22:27 | 22:27 | 23:29 | 28:18 | 28:18 | 05:51 | 04:20 |
 | Ring of Health | 5 | 16.13% | 16.3 | 20.00% | -45.38% | -20.00% | -20.00% | 0.00% | 36:15 | 24:40 | 24:40 | 33:47 | 44:45 | 46:45 | 20:05 | 14:52 |
 | Void Stone | 3 | 9.68% | 14.0 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 29:59 | 24:49 | 24:49 | 31:21 | 33:47 | 33:47 | 08:58 | 06:38 |
 | Bottle | 1 | 3.23% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 07:25 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 9.68% | 9.3 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 30:10 | 24:56 | 24:56 | 31:21 | 34:12 | 34:12 | 09:16 | 06:51 |
 | Silver Edge | 1 | 3.23% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Echo Sabre | 3 | 9.68% | 4.7 | 0.00% | -64.29% | 0.00% | 0.00% | 0.00% | 18:55 | 13:24 | 13:24 | 18:25 | 24:55 | 24:55 | 11:31 | 08:31 |
 | Assault Cuirass | 1 | 3.23% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 00:00 | 00:00 |