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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 | |
 | Ring of Health | 24 | 52.17% | 100.0 | 75.00% | +29.55% | +8.33% | -8.33% | -1.59% | 33:17 | 21:48 | 25:45 | 33:28 | 36:13 | 51:15 | 10:28 | 07:45 |
 | Eye of Skadi | 9 | 19.57% | 97.7 | 88.89% | +34.84% | -38.89% | +11.11% | 7.67% | 33:22 | 27:51 | 28:27 | 31:18 | 34:58 | 44:00 | 06:31 | 04:49 |
 | Skull Basher | 34 | 73.91% | 95.3 | 70.59% | +37.26% | +18.30% | +4.41% | -2.30% | 27:46 | 20:12 | 24:03 | 25:39 | 30:06 | 39:14 | 06:03 | 04:28 |
 | Magic Stick | 39 | 84.78% | 93.0 | 66.67% | +38.10% | -16.67% | +13.33% | 30.00% | 01:22 | -01:30 | -01:29 | -01:29 | 01:17 | 13:28 | 02:46 | 02:02 |
 | Magic Wand | 40 | 86.96% | 90.7 | 65.00% | +31.67% | -15.00% | -5.00% | 1.19% | 08:54 | -01:29 | 04:44 | 09:24 | 13:10 | 22:59 | 08:26 | 06:14 |
 | Void Stone | 18 | 39.13% | 88.4 | 72.22% | +18.65% | +27.78% | -22.22% | -4.02% | 31:35 | 20:01 | 25:20 | 30:47 | 37:47 | 42:58 | 12:27 | 09:13 |
 | Phase Boots | 43 | 93.48% | 86.0 | 62.79% | +29.46% | +9.94% | -17.34% | -21.82% | 06:20 | 04:26 | 05:27 | 05:58 | 06:42 | 12:15 | 01:15 | 00:55 |
 | Chainmail | 43 | 93.48% | 83.7 | 62.79% | +29.46% | +9.94% | -17.34% | -18.81% | 05:16 | 02:59 | 04:14 | 04:54 | 05:41 | 11:55 | 01:27 | 01:04 |
 | Maelstrom | 46 | 100.00% | 81.4 | 60.87% | +60.87% | +30.80% | -33.60% | -29.95% | 12:39 | 09:33 | 11:22 | 12:36 | 13:31 | 18:18 | 02:09 | 01:35 |
 | Javelin | 46 | 100.00% | 79.1 | 60.87% | +60.87% | +22.46% | -15.42% | -20.29% | 08:41 | 03:04 | 07:37 | 08:26 | 09:29 | 15:05 | 01:52 | 01:22 |
 | Boots of Speed | 46 | 100.00% | 76.7 | 60.87% | +60.87% | -2.54% | -15.42% | -7.97% | 02:57 | 01:22 | 01:50 | 02:36 | 03:27 | 06:59 | 01:37 | 01:11 |
 | Black King Bar | 45 | 97.83% | 74.4 | 60.00% | -40.00% | +40.00% | -5.45% | -17.71% | 19:32 | 15:59 | 17:57 | 19:07 | 20:31 | 27:53 | 02:34 | 01:54 |
 | Yasha | 7 | 15.22% | 72.1 | 85.71% | +29.30% | +14.29% | -35.71% | 0.00% | 21:39 | 14:16 | 15:54 | 21:07 | 26:01 | 30:18 | 10:07 | 07:29 |
 | Quelling Blade | 35 | 76.09% | 69.8 | 60.00% | -3.64% | +6.67% | -15.56% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Blink Dagger | 9 | 19.57% | 67.4 | 77.78% | +21.02% | +22.22% | -27.78% | -7.50% | 32:32 | 27:00 | 27:18 | 32:19 | 33:58 | 40:20 | 06:40 | 04:56 |
 | Vanguard | 9 | 19.57% | 65.1 | 77.78% | +21.02% | +22.22% | +22.22% | 0.00% | 38:07 | 31:32 | 31:35 | 34:35 | 40:42 | 51:15 | 09:07 | 06:45 |
 | Abyssal Blade | 9 | 19.57% | 62.8 | 77.78% | +21.02% | +22.22% | +22.22% | 0.00% | 38:15 | 31:37 | 31:41 | 34:46 | 40:42 | 51:24 | 09:01 | 06:40 |
 | Aghanim's Shard | 28 | 60.87% | 60.5 | 60.71% | -0.40% | +39.29% | -32.14% | -11.28% | 24:00 | 18:22 | 20:33 | 23:39 | 26:53 | 34:24 | 06:20 | 04:41 |
 | Linken's Sphere | 13 | 28.26% | 58.1 | 69.23% | +11.65% | +30.77% | -2.56% | -3.34% | 29:57 | 21:57 | 25:23 | 28:47 | 35:22 | 39:36 | 09:59 | 07:23 |
 | Mjollnir | 19 | 41.30% | 55.8 | 63.16% | +3.90% | -3.16% | +16.84% | 3.28% | 30:25 | 21:00 | 25:49 | 28:56 | 31:55 | 47:16 | 06:06 | 04:31 |
 | Manta Style | 3 | 6.52% | 53.5 | 100.00% | +41.86% | 0.00% | 0.00% | 0.00% | 22:37 | 18:22 | 18:22 | 18:52 | 30:36 | 30:36 | 12:14 | 09:03 |
 | Orb of Venom | 7 | 15.22% | 51.2 | 71.43% | +12.46% | -21.43% | -21.43% | 0.00% | 02:18 | 00:59 | 01:07 | 02:20 | 02:51 | 03:36 | 01:44 | 01:17 |
 | Wraith Band | 16 | 34.78% | 48.8 | 50.00% | -16.67% | 0.00% | -25.00% | -21.43% | 04:51 | 01:26 | 01:53 | 02:07 | 03:03 | 34:10 | 01:10 | 00:51 |
 | Rod of Atos | 4 | 8.70% | 46.5 | 75.00% | +15.48% | +25.00% | +25.00% | 0.00% | 23:11 | 21:08 | 21:08 | 21:33 | 24:46 | 25:15 | 03:38 | 02:41 |
 | Crown | 4 | 8.70% | 44.2 | 75.00% | +15.48% | +25.00% | +25.00% | 0.00% | 22:11 | 17:34 | 17:34 | 21:08 | 24:45 | 25:15 | 07:11 | 05:19 |
 | Gleipnir | 4 | 8.70% | 41.9 | 75.00% | +15.48% | +25.00% | +25.00% | 0.00% | 23:37 | 21:33 | 21:33 | 21:37 | 25:30 | 25:47 | 03:57 | 02:55 |
 | Refresher Orb | 4 | 8.70% | 39.5 | 75.00% | +15.48% | +25.00% | -75.00% | 0.00% | 42:10 | 36:20 | 36:20 | 39:46 | 43:09 | 49:24 | 06:49 | 05:02 |
 | Satanic | 2 | 4.35% | 37.2 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 37:01 | 33:59 | 33:59 | 40:03 | 40:03 | 40:03 | 06:04 | 04:29 |
 | Sange and Yasha | 2 | 4.35% | 34.9 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 22:41 | 16:55 | 16:55 | 28:27 | 28:27 | 28:27 | 11:32 | 08:32 |
 | Sange | 3 | 6.52% | 32.6 | 66.67% | +6.20% | +33.33% | 0.00% | 0.00% | 22:50 | 16:29 | 16:29 | 24:02 | 28:00 | 28:00 | 11:31 | 08:31 |
 | Morbid Mask | 3 | 6.52% | 30.2 | 66.67% | +6.20% | +33.33% | 0.00% | 0.00% | 36:00 | 33:56 | 33:56 | 34:44 | 39:21 | 39:21 | 05:25 | 04:00 |
 | Helm of Iron Will | 1 | 2.17% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Swift Blink | 1 | 2.17% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.17% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Wind Lace | 1 | 2.17% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 00:00 | 00:00 |
 | Moon Shard | 1 | 2.17% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 55:26 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.17% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 2.17% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 |
 | Blight Stone | 2 | 4.35% | 11.6 | 50.00% | -11.36% | -50.00% | 0.00% | 0.00% | 02:41 | 01:46 | 01:46 | 03:36 | 03:36 | 03:36 | 01:50 | 01:21 |
 | Orb of Corrosion | 2 | 4.35% | 9.3 | 50.00% | -11.36% | +50.00% | 0.00% | 0.00% | 04:18 | 03:36 | 03:36 | 05:00 | 05:00 | 05:00 | 01:24 | 01:02 |
 | Fluffy Hat | 2 | 4.35% | 7.0 | 50.00% | -11.36% | +50.00% | 0.00% | 0.00% | 03:55 | 03:36 | 03:36 | 04:13 | 04:13 | 04:13 | 00:37 | 00:27 |
 | Power Treads | 3 | 6.52% | 4.7 | 33.33% | -29.46% | +66.67% | 0.00% | 0.00% | 06:12 | 04:56 | 04:56 | 05:31 | 08:09 | 08:09 | 03:13 | 02:22 |
 | Butterfly | 3 | 6.52% | 2.3 | 33.33% | -29.46% | +66.67% | 0.00% | 0.00% | 39:16 | 33:13 | 33:13 | 37:45 | 46:49 | 46:49 | 13:36 | 10:04 |